diff --git "a/scannet/semseg-spunet-efficient-lr20/train.log" "b/scannet/semseg-spunet-efficient-lr20/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-efficient-lr20/train.log" @@ -0,0 +1,21603 @@ +[2025-02-27 01:56:22,367 INFO train.py line 128 943558] => Loading config ... +[2025-02-27 01:56:22,368 INFO train.py line 130 943558] Save path: exp/scannet/semseg-spunet-efficient-lr20 +[2025-02-27 01:56:23,195 INFO train.py line 131 943558] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 12724367 +save_path = 'exp/scannet/semseg-spunet-efficient-lr20' +num_worker = 64 +batch_size = 32 +batch_size_val = None +batch_size_test = None +epoch = 800 +eval_epoch = 100 +clip_grad = None +sync_bn = False +enable_amp = True +empty_cache = False +empty_cache_per_epoch = False +find_unused_parameters = True +mix_prob = 0.8 +param_dicts = None +hooks = [ + dict(type='CheckpointLoader'), + dict(type='IterationTimer', warmup_iter=2), + dict(type='CustomInformationWriter', interval=50, key='loss'), + dict(type='CustomSemSegEvaluator'), + dict(type='CheckpointSaver', save_freq=None), + dict(type='PreciseEvaluator', test_last=False) +] +train = dict(type='DefaultTrainer') +test = dict(type='SemSegTester', verbose=True) +evaluate_interval = [(1, 1), (90, 1)] +model = dict( + type='DefaultSegmentor', + backbone=dict( + type='SpUNet-v1m1', + in_channels=6, + num_classes=20, + channels=(32, 64, 128, 256, 256, 128, 96, 96), + layers=(2, 3, 4, 6, 2, 2, 2, 2)), + criteria=[ + dict(type='CrossEntropyLoss', loss_weight=1.0, ignore_index=-1), + dict( + type='LovaszLoss', + mode='multiclass', + loss_weight=1.0, + ignore_index=-1) + ]) +optimizer = dict(type='AdamW', lr=0.006, weight_decay=0.05) +scheduler = dict( + type='OneCycleLR', + max_lr=0.006, + pct_start=0.05, + anneal_strategy='cos', + div_factor=10.0, + final_div_factor=1000.0) +dataset_type = 'ScanNetDataset' +data_root = 'data/scannet' +data = dict( + num_classes=20, + ignore_index=-1, + names=[ + 'wall', 'floor', 'cabinet', 'bed', 'chair', 'sofa', 'table', 'door', + 'window', 'bookshelf', 'picture', 'counter', 'desk', 'curtain', + 'refridgerator', 'shower curtain', 'toilet', 'sink', 'bathtub', + 'otherfurniture' + ], + train=dict( + type='ScanNetDataset', + split='train', + data_root='data/scannet', + lr_file='data/scannet/tasks/scenes/20.txt', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='RandomDropout', + dropout_ratio=0.2, + dropout_application_ratio=0.2), + dict( + type='RandomRotate', + angle=[-1, 1], + axis='z', + center=[0, 0, 0], + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='x', + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='y', + p=0.5), + dict(type='RandomScale', scale=[0.9, 1.1]), + dict(type='RandomFlip', p=0.5), + dict(type='RandomJitter', sigma=0.005, clip=0.02), + dict( + type='ElasticDistortion', + distortion_params=[[0.2, 0.4], [0.8, 1.6]]), + dict(type='ChromaticAutoContrast', p=0.2, blend_factor=None), + dict(type='ChromaticTranslation', p=0.95, ratio=0.05), + dict(type='ChromaticJitter', p=0.95, std=0.05), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='SphereCrop', point_max=100000, mode='random'), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict(type='ShufflePoint'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False, + loop=8), + val=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False), + test=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict(type='NormalizeColor') + ], + test_mode=True, + test_cfg=dict( + voxelize=dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='test', + return_grid_coord=True, + keys=('coord', 'color', 'normal')), + crop=None, + post_transform=[ + dict(type='CenterShift', apply_z=False), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'index'), + feat_keys=('color', 'normal')) + ], + aug_transform=[[{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], [{ + 'type': 'RandomFlip', + 'p': 1 + }]]))) +num_worker_per_gpu = 16 +batch_size_per_gpu = 8 +batch_size_val_per_gpu = 1 +batch_size_test_per_gpu = 1 + +[2025-02-27 01:56:23,195 INFO train.py line 132 943558] => Building model ... +[2025-02-27 01:56:23,886 INFO train.py line 225 943558] Num params: 39157844 +[2025-02-27 01:56:23,934 INFO train.py line 134 943558] => Building writer ... +[2025-02-27 01:56:23,936 INFO train.py line 235 943558] Tensorboard writer logging dir: exp/scannet/semseg-spunet-efficient-lr20 +[2025-02-27 01:56:23,936 INFO train.py line 136 943558] => Building train dataset & dataloader ... +[2025-02-27 01:56:23,938 INFO defaults.py line 68 943558] Totally 240 x 8 samples in train set. +[2025-02-27 01:56:23,938 INFO train.py line 138 943558] => Building val dataset & dataloader ... +[2025-02-27 01:56:23,939 INFO defaults.py line 68 943558] Totally 312 x 1 samples in val set. +[2025-02-27 01:56:23,940 INFO train.py line 140 943558] => Building optimize, scheduler, scaler(amp) ... +[2025-02-27 01:56:23,941 INFO train.py line 144 943558] => Building hooks ... +[2025-02-27 01:56:23,941 INFO misc.py line 214 943558] => Loading checkpoint & weight ... +[2025-02-27 01:56:23,941 INFO misc.py line 216 943558] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-02-27 01:56:24,620 INFO misc.py line 221 943558] Loading layer weights with keyword: , replace keyword with: +[2025-02-27 01:56:24,626 INFO misc.py line 238 943558] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-02-27 01:56:24,626 INFO train.py line 151 943558] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-02-27 01:57:15,451 INFO hook.py line 109 943558] Train: [1/100][50/60] Data 0.002 (0.004) Batch 0.224 (0.285) Remain 00:28:18 loss: 3.0133 Lr: 9.64099e-04 +[2025-02-27 01:57:17,535 INFO misc.py line 135 943558] Train result: loss: 3.4470 +[2025-02-27 01:57:17,623 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 01:57:38,709 INFO hook.py line 289 943558] Test: [1/78] Loss 2.4222 +[2025-02-27 01:57:38,776 INFO hook.py line 289 943558] Test: [2/78] Loss 2.2331 +[2025-02-27 01:57:38,813 INFO hook.py line 289 943558] Test: [3/78] Loss 2.4552 +[2025-02-27 01:57:38,865 INFO hook.py line 289 943558] Test: [4/78] Loss 1.6472 +[2025-02-27 01:57:38,903 INFO hook.py line 289 943558] Test: [5/78] Loss 2.2260 +[2025-02-27 01:57:38,951 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3603 +[2025-02-27 01:57:39,000 INFO hook.py line 289 943558] Test: [7/78] Loss 2.0296 +[2025-02-27 01:57:39,026 INFO hook.py line 289 943558] Test: [8/78] Loss 1.5302 +[2025-02-27 01:57:39,075 INFO hook.py line 289 943558] Test: [9/78] Loss 1.6575 +[2025-02-27 01:57:39,113 INFO hook.py line 289 943558] Test: [10/78] Loss 2.8143 +[2025-02-27 01:57:39,163 INFO hook.py line 289 943558] Test: [11/78] Loss 2.3773 +[2025-02-27 01:57:39,200 INFO hook.py line 289 943558] Test: [12/78] Loss 1.6081 +[2025-02-27 01:57:39,245 INFO hook.py line 289 943558] Test: [13/78] Loss 2.7495 +[2025-02-27 01:57:39,284 INFO hook.py line 289 943558] Test: [14/78] Loss 3.4119 +[2025-02-27 01:57:39,320 INFO hook.py line 289 943558] Test: [15/78] Loss 2.7742 +[2025-02-27 01:57:39,366 INFO hook.py line 289 943558] Test: [16/78] Loss 0.6012 +[2025-02-27 01:57:39,407 INFO hook.py line 289 943558] Test: [17/78] Loss 1.8976 +[2025-02-27 01:57:39,445 INFO hook.py line 289 943558] Test: [18/78] Loss 2.1705 +[2025-02-27 01:57:39,488 INFO hook.py line 289 943558] Test: [19/78] Loss 2.4513 +[2025-02-27 01:57:39,522 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5001 +[2025-02-27 01:57:39,567 INFO hook.py line 289 943558] Test: [21/78] Loss 1.2621 +[2025-02-27 01:57:39,607 INFO hook.py line 289 943558] Test: [22/78] Loss 2.8080 +[2025-02-27 01:57:39,638 INFO hook.py line 289 943558] Test: [23/78] Loss 2.1168 +[2025-02-27 01:57:39,685 INFO hook.py line 289 943558] Test: [24/78] Loss 1.9591 +[2025-02-27 01:57:39,734 INFO hook.py line 289 943558] Test: [25/78] Loss 2.4479 +[2025-02-27 01:57:39,778 INFO hook.py line 289 943558] Test: [26/78] Loss 1.8003 +[2025-02-27 01:57:39,827 INFO hook.py line 289 943558] Test: [27/78] Loss 2.4014 +[2025-02-27 01:57:39,860 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1809 +[2025-02-27 01:57:39,894 INFO hook.py line 289 943558] Test: [29/78] Loss 1.4797 +[2025-02-27 01:57:39,944 INFO hook.py line 289 943558] Test: [30/78] Loss 2.0085 +[2025-02-27 01:57:39,997 INFO hook.py line 289 943558] Test: [31/78] Loss 1.3274 +[2025-02-27 01:57:40,030 INFO hook.py line 289 943558] Test: [32/78] Loss 2.3847 +[2025-02-27 01:57:40,080 INFO hook.py line 289 943558] Test: [33/78] Loss 1.2263 +[2025-02-27 01:57:40,117 INFO hook.py line 289 943558] Test: [34/78] Loss 2.4108 +[2025-02-27 01:57:40,153 INFO hook.py line 289 943558] Test: [35/78] Loss 1.3878 +[2025-02-27 01:57:40,201 INFO hook.py line 289 943558] Test: [36/78] Loss 1.6641 +[2025-02-27 01:57:40,242 INFO hook.py line 289 943558] Test: [37/78] Loss 1.9802 +[2025-02-27 01:57:40,275 INFO hook.py line 289 943558] Test: [38/78] Loss 1.5290 +[2025-02-27 01:57:40,334 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2961 +[2025-02-27 01:57:40,381 INFO hook.py line 289 943558] Test: [40/78] Loss 2.7060 +[2025-02-27 01:57:40,431 INFO hook.py line 289 943558] Test: [41/78] Loss 2.0273 +[2025-02-27 01:57:40,457 INFO hook.py line 289 943558] Test: [42/78] Loss 2.7719 +[2025-02-27 01:57:40,495 INFO hook.py line 289 943558] Test: [43/78] Loss 2.4159 +[2025-02-27 01:57:40,556 INFO hook.py line 289 943558] Test: [44/78] Loss 2.1523 +[2025-02-27 01:57:40,590 INFO hook.py line 289 943558] Test: [45/78] Loss 2.3364 +[2025-02-27 01:57:40,637 INFO hook.py line 289 943558] Test: [46/78] Loss 2.3518 +[2025-02-27 01:57:40,676 INFO hook.py line 289 943558] Test: [47/78] Loss 2.9951 +[2025-02-27 01:57:40,707 INFO hook.py line 289 943558] Test: [48/78] Loss 2.5357 +[2025-02-27 01:57:40,738 INFO hook.py line 289 943558] Test: [49/78] Loss 3.4321 +[2025-02-27 01:57:40,769 INFO hook.py line 289 943558] Test: [50/78] Loss 2.8481 +[2025-02-27 01:57:40,797 INFO hook.py line 289 943558] Test: [51/78] Loss 3.2615 +[2025-02-27 01:57:40,830 INFO hook.py line 289 943558] Test: [52/78] Loss 2.4184 +[2025-02-27 01:57:40,856 INFO hook.py line 289 943558] Test: [53/78] Loss 1.2040 +[2025-02-27 01:57:40,892 INFO hook.py line 289 943558] Test: [54/78] Loss 2.9646 +[2025-02-27 01:57:40,928 INFO hook.py line 289 943558] Test: [55/78] Loss 0.9884 +[2025-02-27 01:57:40,966 INFO hook.py line 289 943558] Test: [56/78] Loss 1.1145 +[2025-02-27 01:57:40,998 INFO hook.py line 289 943558] Test: [57/78] Loss 2.9256 +[2025-02-27 01:57:41,024 INFO hook.py line 289 943558] Test: [58/78] Loss 2.3830 +[2025-02-27 01:57:41,060 INFO hook.py line 289 943558] Test: [59/78] Loss 1.9533 +[2025-02-27 01:57:41,093 INFO hook.py line 289 943558] Test: [60/78] Loss 1.8710 +[2025-02-27 01:57:41,119 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5887 +[2025-02-27 01:57:41,152 INFO hook.py line 289 943558] Test: [62/78] Loss 1.7207 +[2025-02-27 01:57:41,185 INFO hook.py line 289 943558] Test: [63/78] Loss 2.3670 +[2025-02-27 01:57:41,238 INFO hook.py line 289 943558] Test: [64/78] Loss 2.6865 +[2025-02-27 01:57:41,265 INFO hook.py line 289 943558] Test: [65/78] Loss 2.8727 +[2025-02-27 01:57:41,304 INFO hook.py line 289 943558] Test: [66/78] Loss 2.7127 +[2025-02-27 01:57:41,341 INFO hook.py line 289 943558] Test: [67/78] Loss 2.0685 +[2025-02-27 01:57:41,374 INFO hook.py line 289 943558] Test: [68/78] Loss 2.5274 +[2025-02-27 01:57:41,403 INFO hook.py line 289 943558] Test: [69/78] Loss 0.8487 +[2025-02-27 01:57:41,455 INFO hook.py line 289 943558] Test: [70/78] Loss 2.1716 +[2025-02-27 01:57:41,495 INFO hook.py line 289 943558] Test: [71/78] Loss 3.1646 +[2025-02-27 01:57:41,544 INFO hook.py line 289 943558] Test: [72/78] Loss 1.4132 +[2025-02-27 01:57:41,591 INFO hook.py line 289 943558] Test: [73/78] Loss 1.4999 +[2025-02-27 01:57:41,630 INFO hook.py line 289 943558] Test: [74/78] Loss 2.8637 +[2025-02-27 01:57:41,678 INFO hook.py line 289 943558] Test: [75/78] Loss 1.1307 +[2025-02-27 01:57:41,710 INFO hook.py line 289 943558] Test: [76/78] Loss 2.1355 +[2025-02-27 01:57:41,763 INFO hook.py line 289 943558] Test: [77/78] Loss 1.9670 +[2025-02-27 01:57:41,789 INFO hook.py line 289 943558] Test: [78/78] Loss 1.4729 +[2025-02-27 01:57:43,187 INFO hook.py line 217 943558] ######################################## +[2025-02-27 01:57:43,187 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 01:57:43,187 INFO hook.py line 223 943558] ######################################## +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] wall : 0.6179 0.9304 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] floor : 0.8262 0.9720 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] cabinet : 0.0000 0.0000 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] bed : 0.0000 0.0000 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] chair : 0.3177 0.9810 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] sofa : 0.0000 0.0000 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] table : 0.0000 0.0000 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] door : 0.0000 0.0000 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] window : 0.0000 0.0000 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] bookshelf : 0.0000 0.0000 +[2025-02-27 01:57:43,187 INFO hook.py line 232 943558] picture : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] counter : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] desk : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] curtain : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] refridgerator : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] shower curtain : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] toilet : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] sink : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] bathtub : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 232 943558] otherfurniture : 0.0000 0.0000 +[2025-02-27 01:57:43,188 INFO hook.py line 233 943558] ######################################## +[2025-02-27 01:57:43,188 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.0881/0.1442/0.6275. +[2025-02-27 01:57:43,188 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 01:57:43,197 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.0881 +[2025-02-27 01:57:43,197 INFO misc.py line 164 943558] Currently Best mIoU: 0.0881 +[2025-02-27 01:57:43,197 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 01:58:06,620 INFO hook.py line 109 943558] Train: [2/100][50/60] Data 0.002 (0.006) Batch 0.240 (0.322) Remain 00:31:35 loss: 1.9438 Lr: 2.21132e-03 +[2025-02-27 01:58:08,742 INFO misc.py line 135 943558] Train result: loss: 2.0852 +[2025-02-27 01:58:08,829 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 01:58:28,588 INFO hook.py line 289 943558] Test: [1/78] Loss 2.1927 +[2025-02-27 01:58:28,640 INFO hook.py line 289 943558] Test: [2/78] Loss 1.6967 +[2025-02-27 01:58:28,688 INFO hook.py line 289 943558] Test: [3/78] Loss 1.7193 +[2025-02-27 01:58:28,742 INFO hook.py line 289 943558] Test: [4/78] Loss 0.9283 +[2025-02-27 01:58:28,780 INFO hook.py line 289 943558] Test: [5/78] Loss 1.5593 +[2025-02-27 01:58:28,838 INFO hook.py line 289 943558] Test: [6/78] Loss 2.8236 +[2025-02-27 01:58:28,887 INFO hook.py line 289 943558] Test: [7/78] Loss 1.8354 +[2025-02-27 01:58:28,922 INFO hook.py line 289 943558] Test: [8/78] Loss 0.5343 +[2025-02-27 01:58:28,970 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1334 +[2025-02-27 01:58:29,020 INFO hook.py line 289 943558] Test: [10/78] Loss 2.6414 +[2025-02-27 01:58:29,075 INFO hook.py line 289 943558] Test: [11/78] Loss 1.4486 +[2025-02-27 01:58:29,146 INFO hook.py line 289 943558] Test: [12/78] Loss 1.0188 +[2025-02-27 01:58:29,196 INFO hook.py line 289 943558] Test: [13/78] Loss 3.4551 +[2025-02-27 01:58:29,774 INFO hook.py line 289 943558] Test: [14/78] Loss 3.5112 +[2025-02-27 01:58:29,810 INFO hook.py line 289 943558] Test: [15/78] Loss 3.4453 +[2025-02-27 01:58:29,855 INFO hook.py line 289 943558] Test: [16/78] Loss 0.3761 +[2025-02-27 01:58:29,902 INFO hook.py line 289 943558] Test: [17/78] Loss 1.8395 +[2025-02-27 01:58:29,945 INFO hook.py line 289 943558] Test: [18/78] Loss 2.2910 +[2025-02-27 01:58:29,988 INFO hook.py line 289 943558] Test: [19/78] Loss 1.9633 +[2025-02-27 01:58:30,024 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4945 +[2025-02-27 01:58:30,060 INFO hook.py line 289 943558] Test: [21/78] Loss 0.4403 +[2025-02-27 01:58:30,099 INFO hook.py line 289 943558] Test: [22/78] Loss 2.6753 +[2025-02-27 01:58:30,133 INFO hook.py line 289 943558] Test: [23/78] Loss 2.2813 +[2025-02-27 01:58:30,183 INFO hook.py line 289 943558] Test: [24/78] Loss 2.2166 +[2025-02-27 01:58:30,236 INFO hook.py line 289 943558] Test: [25/78] Loss 2.0175 +[2025-02-27 01:58:30,281 INFO hook.py line 289 943558] Test: [26/78] Loss 1.7521 +[2025-02-27 01:58:30,331 INFO hook.py line 289 943558] Test: [27/78] Loss 2.4125 +[2025-02-27 01:58:30,365 INFO hook.py line 289 943558] Test: [28/78] Loss 2.9399 +[2025-02-27 01:58:30,397 INFO hook.py line 289 943558] Test: [29/78] Loss 0.5723 +[2025-02-27 01:58:30,448 INFO hook.py line 289 943558] Test: [30/78] Loss 1.7270 +[2025-02-27 01:58:30,502 INFO hook.py line 289 943558] Test: [31/78] Loss 1.0546 +[2025-02-27 01:58:30,535 INFO hook.py line 289 943558] Test: [32/78] Loss 2.3463 +[2025-02-27 01:58:30,588 INFO hook.py line 289 943558] Test: [33/78] Loss 1.1174 +[2025-02-27 01:58:30,627 INFO hook.py line 289 943558] Test: [34/78] Loss 1.6478 +[2025-02-27 01:58:30,662 INFO hook.py line 289 943558] Test: [35/78] Loss 1.1865 +[2025-02-27 01:58:30,700 INFO hook.py line 289 943558] Test: [36/78] Loss 2.0732 +[2025-02-27 01:58:30,740 INFO hook.py line 289 943558] Test: [37/78] Loss 1.7909 +[2025-02-27 01:58:30,773 INFO hook.py line 289 943558] Test: [38/78] Loss 0.6611 +[2025-02-27 01:58:30,835 INFO hook.py line 289 943558] Test: [39/78] Loss 1.5770 +[2025-02-27 01:58:30,882 INFO hook.py line 289 943558] Test: [40/78] Loss 3.3329 +[2025-02-27 01:58:30,933 INFO hook.py line 289 943558] Test: [41/78] Loss 2.1330 +[2025-02-27 01:58:30,966 INFO hook.py line 289 943558] Test: [42/78] Loss 0.4053 +[2025-02-27 01:58:31,002 INFO hook.py line 289 943558] Test: [43/78] Loss 2.1251 +[2025-02-27 01:58:31,058 INFO hook.py line 289 943558] Test: [44/78] Loss 1.0094 +[2025-02-27 01:58:31,092 INFO hook.py line 289 943558] Test: [45/78] Loss 2.4511 +[2025-02-27 01:58:31,139 INFO hook.py line 289 943558] Test: [46/78] Loss 2.1177 +[2025-02-27 01:58:31,176 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4793 +[2025-02-27 01:58:31,207 INFO hook.py line 289 943558] Test: [48/78] Loss 2.0544 +[2025-02-27 01:58:31,238 INFO hook.py line 289 943558] Test: [49/78] Loss 3.3784 +[2025-02-27 01:58:31,268 INFO hook.py line 289 943558] Test: [50/78] Loss 1.7846 +[2025-02-27 01:58:31,296 INFO hook.py line 289 943558] Test: [51/78] Loss 4.5665 +[2025-02-27 01:58:31,329 INFO hook.py line 289 943558] Test: [52/78] Loss 2.6508 +[2025-02-27 01:58:31,354 INFO hook.py line 289 943558] Test: [53/78] Loss 1.3617 +[2025-02-27 01:58:31,387 INFO hook.py line 289 943558] Test: [54/78] Loss 3.4018 +[2025-02-27 01:58:31,423 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1120 +[2025-02-27 01:58:31,461 INFO hook.py line 289 943558] Test: [56/78] Loss 1.2730 +[2025-02-27 01:58:31,492 INFO hook.py line 289 943558] Test: [57/78] Loss 1.8014 +[2025-02-27 01:58:31,517 INFO hook.py line 289 943558] Test: [58/78] Loss 2.0305 +[2025-02-27 01:58:31,554 INFO hook.py line 289 943558] Test: [59/78] Loss 1.5888 +[2025-02-27 01:58:31,586 INFO hook.py line 289 943558] Test: [60/78] Loss 2.0624 +[2025-02-27 01:58:31,613 INFO hook.py line 289 943558] Test: [61/78] Loss 3.8237 +[2025-02-27 01:58:31,645 INFO hook.py line 289 943558] Test: [62/78] Loss 2.1346 +[2025-02-27 01:58:31,680 INFO hook.py line 289 943558] Test: [63/78] Loss 1.9729 +[2025-02-27 01:58:31,734 INFO hook.py line 289 943558] Test: [64/78] Loss 2.3869 +[2025-02-27 01:58:31,762 INFO hook.py line 289 943558] Test: [65/78] Loss 3.3802 +[2025-02-27 01:58:31,801 INFO hook.py line 289 943558] Test: [66/78] Loss 1.7279 +[2025-02-27 01:58:31,838 INFO hook.py line 289 943558] Test: [67/78] Loss 1.9385 +[2025-02-27 01:58:31,871 INFO hook.py line 289 943558] Test: [68/78] Loss 1.6142 +[2025-02-27 01:58:31,901 INFO hook.py line 289 943558] Test: [69/78] Loss 0.4210 +[2025-02-27 01:58:31,954 INFO hook.py line 289 943558] Test: [70/78] Loss 2.7836 +[2025-02-27 01:58:31,995 INFO hook.py line 289 943558] Test: [71/78] Loss 1.9946 +[2025-02-27 01:58:32,044 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4430 +[2025-02-27 01:58:32,092 INFO hook.py line 289 943558] Test: [73/78] Loss 1.7489 +[2025-02-27 01:58:32,131 INFO hook.py line 289 943558] Test: [74/78] Loss 3.9218 +[2025-02-27 01:58:32,178 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6187 +[2025-02-27 01:58:32,207 INFO hook.py line 289 943558] Test: [76/78] Loss 1.7535 +[2025-02-27 01:58:32,260 INFO hook.py line 289 943558] Test: [77/78] Loss 1.8252 +[2025-02-27 01:58:32,286 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9161 +[2025-02-27 01:58:34,035 INFO hook.py line 217 943558] ######################################## +[2025-02-27 01:58:34,035 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 01:58:34,035 INFO hook.py line 223 943558] ######################################## +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] wall : 0.6113 0.7387 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] floor : 0.9265 0.9788 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] cabinet : 0.0573 0.0810 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] bed : 0.0000 0.0000 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] chair : 0.7948 0.8534 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] sofa : 0.6686 0.7816 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] table : 0.2594 0.9295 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] door : 0.2302 0.9020 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] window : 0.0002 0.0002 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] bookshelf : 0.0000 0.0000 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] picture : 0.0000 0.0000 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] counter : 0.0000 0.0000 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] desk : 0.0000 0.0000 +[2025-02-27 01:58:34,036 INFO hook.py line 232 943558] curtain : 0.0000 0.0000 +[2025-02-27 01:58:34,040 INFO hook.py line 232 943558] refridgerator : 0.0000 0.0000 +[2025-02-27 01:58:34,040 INFO hook.py line 232 943558] shower curtain : 0.0000 0.0000 +[2025-02-27 01:58:34,041 INFO hook.py line 232 943558] toilet : 0.0000 0.0000 +[2025-02-27 01:58:34,041 INFO hook.py line 232 943558] sink : 0.0000 0.0000 +[2025-02-27 01:58:34,041 INFO hook.py line 232 943558] bathtub : 0.0000 0.0000 +[2025-02-27 01:58:34,041 INFO hook.py line 232 943558] otherfurniture : 0.0123 0.0130 +[2025-02-27 01:58:34,041 INFO hook.py line 233 943558] ######################################## +[2025-02-27 01:58:34,041 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.1780/0.2639/0.6602. +[2025-02-27 01:58:34,042 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 01:58:34,058 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.1780 +[2025-02-27 01:58:34,062 INFO misc.py line 164 943558] Currently Best mIoU: 0.1780 +[2025-02-27 01:58:34,063 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 01:58:54,094 INFO hook.py line 109 943558] Train: [3/100][50/60] Data 0.001 (0.003) Batch 0.196 (0.238) Remain 00:23:06 loss: 1.4299 Lr: 3.87708e-03 +[2025-02-27 01:58:55,993 INFO misc.py line 135 943558] Train result: loss: 1.6257 +[2025-02-27 01:58:56,077 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 01:59:15,964 INFO hook.py line 289 943558] Test: [1/78] Loss 2.5191 +[2025-02-27 01:59:16,481 INFO hook.py line 289 943558] Test: [2/78] Loss 1.6488 +[2025-02-27 01:59:16,523 INFO hook.py line 289 943558] Test: [3/78] Loss 3.4989 +[2025-02-27 01:59:16,583 INFO hook.py line 289 943558] Test: [4/78] Loss 0.9508 +[2025-02-27 01:59:16,620 INFO hook.py line 289 943558] Test: [5/78] Loss 1.5115 +[2025-02-27 01:59:16,685 INFO hook.py line 289 943558] Test: [6/78] Loss 2.7054 +[2025-02-27 01:59:16,735 INFO hook.py line 289 943558] Test: [7/78] Loss 1.9441 +[2025-02-27 01:59:16,772 INFO hook.py line 289 943558] Test: [8/78] Loss 0.5301 +[2025-02-27 01:59:16,814 INFO hook.py line 289 943558] Test: [9/78] Loss 1.9462 +[2025-02-27 01:59:16,852 INFO hook.py line 289 943558] Test: [10/78] Loss 2.5947 +[2025-02-27 01:59:16,897 INFO hook.py line 289 943558] Test: [11/78] Loss 1.3404 +[2025-02-27 01:59:17,123 INFO hook.py line 289 943558] Test: [12/78] Loss 2.2303 +[2025-02-27 01:59:17,174 INFO hook.py line 289 943558] Test: [13/78] Loss 2.4269 +[2025-02-27 01:59:17,234 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8626 +[2025-02-27 01:59:17,272 INFO hook.py line 289 943558] Test: [15/78] Loss 4.1601 +[2025-02-27 01:59:17,322 INFO hook.py line 289 943558] Test: [16/78] Loss 1.8424 +[2025-02-27 01:59:17,362 INFO hook.py line 289 943558] Test: [17/78] Loss 2.8233 +[2025-02-27 01:59:17,402 INFO hook.py line 289 943558] Test: [18/78] Loss 4.4922 +[2025-02-27 01:59:17,447 INFO hook.py line 289 943558] Test: [19/78] Loss 2.5741 +[2025-02-27 01:59:17,485 INFO hook.py line 289 943558] Test: [20/78] Loss 1.9773 +[2025-02-27 01:59:17,521 INFO hook.py line 289 943558] Test: [21/78] Loss 0.8984 +[2025-02-27 01:59:17,558 INFO hook.py line 289 943558] Test: [22/78] Loss 2.4736 +[2025-02-27 01:59:17,593 INFO hook.py line 289 943558] Test: [23/78] Loss 3.7938 +[2025-02-27 01:59:17,641 INFO hook.py line 289 943558] Test: [24/78] Loss 1.8947 +[2025-02-27 01:59:17,679 INFO hook.py line 289 943558] Test: [25/78] Loss 3.0844 +[2025-02-27 01:59:17,715 INFO hook.py line 289 943558] Test: [26/78] Loss 2.3988 +[2025-02-27 01:59:17,763 INFO hook.py line 289 943558] Test: [27/78] Loss 2.0525 +[2025-02-27 01:59:17,805 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2774 +[2025-02-27 01:59:17,837 INFO hook.py line 289 943558] Test: [29/78] Loss 1.0088 +[2025-02-27 01:59:17,894 INFO hook.py line 289 943558] Test: [30/78] Loss 2.3957 +[2025-02-27 01:59:17,947 INFO hook.py line 289 943558] Test: [31/78] Loss 1.0300 +[2025-02-27 01:59:17,986 INFO hook.py line 289 943558] Test: [32/78] Loss 2.8848 +[2025-02-27 01:59:18,041 INFO hook.py line 289 943558] Test: [33/78] Loss 1.8658 +[2025-02-27 01:59:18,075 INFO hook.py line 289 943558] Test: [34/78] Loss 2.2885 +[2025-02-27 01:59:18,109 INFO hook.py line 289 943558] Test: [35/78] Loss 1.5484 +[2025-02-27 01:59:18,142 INFO hook.py line 289 943558] Test: [36/78] Loss 2.2284 +[2025-02-27 01:59:18,191 INFO hook.py line 289 943558] Test: [37/78] Loss 2.6249 +[2025-02-27 01:59:18,224 INFO hook.py line 289 943558] Test: [38/78] Loss 1.2626 +[2025-02-27 01:59:18,282 INFO hook.py line 289 943558] Test: [39/78] Loss 2.5551 +[2025-02-27 01:59:18,326 INFO hook.py line 289 943558] Test: [40/78] Loss 3.7767 +[2025-02-27 01:59:18,365 INFO hook.py line 289 943558] Test: [41/78] Loss 2.5049 +[2025-02-27 01:59:18,391 INFO hook.py line 289 943558] Test: [42/78] Loss 1.1721 +[2025-02-27 01:59:18,424 INFO hook.py line 289 943558] Test: [43/78] Loss 2.4118 +[2025-02-27 01:59:18,479 INFO hook.py line 289 943558] Test: [44/78] Loss 1.8281 +[2025-02-27 01:59:18,508 INFO hook.py line 289 943558] Test: [45/78] Loss 2.9997 +[2025-02-27 01:59:18,555 INFO hook.py line 289 943558] Test: [46/78] Loss 2.2645 +[2025-02-27 01:59:18,590 INFO hook.py line 289 943558] Test: [47/78] Loss 3.2694 +[2025-02-27 01:59:18,620 INFO hook.py line 289 943558] Test: [48/78] Loss 1.7735 +[2025-02-27 01:59:18,648 INFO hook.py line 289 943558] Test: [49/78] Loss 2.0001 +[2025-02-27 01:59:18,677 INFO hook.py line 289 943558] Test: [50/78] Loss 2.6841 +[2025-02-27 01:59:18,703 INFO hook.py line 289 943558] Test: [51/78] Loss 4.1335 +[2025-02-27 01:59:18,732 INFO hook.py line 289 943558] Test: [52/78] Loss 4.2399 +[2025-02-27 01:59:18,754 INFO hook.py line 289 943558] Test: [53/78] Loss 1.3848 +[2025-02-27 01:59:18,784 INFO hook.py line 289 943558] Test: [54/78] Loss 5.1664 +[2025-02-27 01:59:18,818 INFO hook.py line 289 943558] Test: [55/78] Loss 0.7368 +[2025-02-27 01:59:18,854 INFO hook.py line 289 943558] Test: [56/78] Loss 1.5092 +[2025-02-27 01:59:18,883 INFO hook.py line 289 943558] Test: [57/78] Loss 2.6501 +[2025-02-27 01:59:18,906 INFO hook.py line 289 943558] Test: [58/78] Loss 1.6512 +[2025-02-27 01:59:18,940 INFO hook.py line 289 943558] Test: [59/78] Loss 2.6369 +[2025-02-27 01:59:18,968 INFO hook.py line 289 943558] Test: [60/78] Loss 2.9586 +[2025-02-27 01:59:18,989 INFO hook.py line 289 943558] Test: [61/78] Loss 2.4378 +[2025-02-27 01:59:19,019 INFO hook.py line 289 943558] Test: [62/78] Loss 2.5574 +[2025-02-27 01:59:19,051 INFO hook.py line 289 943558] Test: [63/78] Loss 2.4140 +[2025-02-27 01:59:19,103 INFO hook.py line 289 943558] Test: [64/78] Loss 3.1652 +[2025-02-27 01:59:19,127 INFO hook.py line 289 943558] Test: [65/78] Loss 6.1177 +[2025-02-27 01:59:19,164 INFO hook.py line 289 943558] Test: [66/78] Loss 2.1629 +[2025-02-27 01:59:19,198 INFO hook.py line 289 943558] Test: [67/78] Loss 1.9548 +[2025-02-27 01:59:19,228 INFO hook.py line 289 943558] Test: [68/78] Loss 2.7519 +[2025-02-27 01:59:19,254 INFO hook.py line 289 943558] Test: [69/78] Loss 0.5978 +[2025-02-27 01:59:19,305 INFO hook.py line 289 943558] Test: [70/78] Loss 2.3225 +[2025-02-27 01:59:19,344 INFO hook.py line 289 943558] Test: [71/78] Loss 2.3910 +[2025-02-27 01:59:19,391 INFO hook.py line 289 943558] Test: [72/78] Loss 1.0163 +[2025-02-27 01:59:19,437 INFO hook.py line 289 943558] Test: [73/78] Loss 2.2895 +[2025-02-27 01:59:19,474 INFO hook.py line 289 943558] Test: [74/78] Loss 7.5827 +[2025-02-27 01:59:19,518 INFO hook.py line 289 943558] Test: [75/78] Loss 0.7108 +[2025-02-27 01:59:19,544 INFO hook.py line 289 943558] Test: [76/78] Loss 2.3356 +[2025-02-27 01:59:19,595 INFO hook.py line 289 943558] Test: [77/78] Loss 2.0796 +[2025-02-27 01:59:19,619 INFO hook.py line 289 943558] Test: [78/78] Loss 1.0280 +[2025-02-27 01:59:20,809 INFO hook.py line 217 943558] ######################################## +[2025-02-27 01:59:20,809 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 01:59:20,809 INFO hook.py line 223 943558] ######################################## +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] wall : 0.6355 0.7138 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] floor : 0.8997 0.9608 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] cabinet : 0.2615 0.4358 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] bed : 0.1536 0.2044 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] chair : 0.6299 0.7740 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] sofa : 0.4117 0.7432 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] table : 0.2604 0.9141 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] door : 0.3489 0.6315 +[2025-02-27 01:59:20,810 INFO hook.py line 232 943558] window : 0.2819 0.6519 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] bookshelf : 0.2976 0.3461 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] picture : 0.0000 0.0000 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] counter : 0.0000 0.0000 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] desk : 0.0039 0.0045 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] curtain : 0.0255 0.0277 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] refridgerator : 0.0000 0.0000 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] shower curtain : 0.0000 0.0000 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] toilet : 0.0000 0.0000 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] sink : 0.0000 0.0000 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] bathtub : 0.0000 0.0000 +[2025-02-27 01:59:20,811 INFO hook.py line 232 943558] otherfurniture : 0.0141 0.0147 +[2025-02-27 01:59:20,812 INFO hook.py line 233 943558] ######################################## +[2025-02-27 01:59:20,812 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.2112/0.3211/0.6792. +[2025-02-27 01:59:20,813 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 01:59:20,820 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.2112 +[2025-02-27 01:59:20,820 INFO misc.py line 164 943558] Currently Best mIoU: 0.2112 +[2025-02-27 01:59:20,820 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 01:59:39,821 INFO hook.py line 109 943558] Train: [4/100][50/60] Data 0.002 (0.004) Batch 0.212 (0.259) Remain 00:24:52 loss: 1.2222 Lr: 5.32098e-03 +[2025-02-27 01:59:41,817 INFO misc.py line 135 943558] Train result: loss: 1.4093 +[2025-02-27 01:59:41,902 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:00:02,125 INFO hook.py line 289 943558] Test: [1/78] Loss 3.3640 +[2025-02-27 02:00:02,269 INFO hook.py line 289 943558] Test: [2/78] Loss 2.8794 +[2025-02-27 02:00:02,319 INFO hook.py line 289 943558] Test: [3/78] Loss 2.3437 +[2025-02-27 02:00:02,380 INFO hook.py line 289 943558] Test: [4/78] Loss 1.6125 +[2025-02-27 02:00:02,427 INFO hook.py line 289 943558] Test: [5/78] Loss 1.8345 +[2025-02-27 02:00:02,483 INFO hook.py line 289 943558] Test: [6/78] Loss 3.3798 +[2025-02-27 02:00:02,531 INFO hook.py line 289 943558] Test: [7/78] Loss 3.0568 +[2025-02-27 02:00:02,569 INFO hook.py line 289 943558] Test: [8/78] Loss 1.1590 +[2025-02-27 02:00:02,616 INFO hook.py line 289 943558] Test: [9/78] Loss 2.7325 +[2025-02-27 02:00:02,668 INFO hook.py line 289 943558] Test: [10/78] Loss 3.5453 +[2025-02-27 02:00:02,727 INFO hook.py line 289 943558] Test: [11/78] Loss 0.9553 +[2025-02-27 02:00:10,368 INFO hook.py line 289 943558] Test: [12/78] Loss 2.4191 +[2025-02-27 02:00:10,782 INFO hook.py line 289 943558] Test: [13/78] Loss 3.5288 +[2025-02-27 02:00:10,844 INFO hook.py line 289 943558] Test: [14/78] Loss 3.6671 +[2025-02-27 02:00:10,879 INFO hook.py line 289 943558] Test: [15/78] Loss 4.7894 +[2025-02-27 02:00:10,924 INFO hook.py line 289 943558] Test: [16/78] Loss 1.0607 +[2025-02-27 02:00:10,963 INFO hook.py line 289 943558] Test: [17/78] Loss 2.2446 +[2025-02-27 02:00:11,003 INFO hook.py line 289 943558] Test: [18/78] Loss 4.4956 +[2025-02-27 02:00:11,054 INFO hook.py line 289 943558] Test: [19/78] Loss 4.2938 +[2025-02-27 02:00:11,087 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3395 +[2025-02-27 02:00:11,133 INFO hook.py line 289 943558] Test: [21/78] Loss 0.8942 +[2025-02-27 02:00:11,175 INFO hook.py line 289 943558] Test: [22/78] Loss 3.4733 +[2025-02-27 02:00:11,202 INFO hook.py line 289 943558] Test: [23/78] Loss 3.4394 +[2025-02-27 02:00:11,244 INFO hook.py line 289 943558] Test: [24/78] Loss 3.1783 +[2025-02-27 02:00:11,284 INFO hook.py line 289 943558] Test: [25/78] Loss 3.2783 +[2025-02-27 02:00:11,323 INFO hook.py line 289 943558] Test: [26/78] Loss 2.4396 +[2025-02-27 02:00:11,372 INFO hook.py line 289 943558] Test: [27/78] Loss 3.0615 +[2025-02-27 02:00:11,405 INFO hook.py line 289 943558] Test: [28/78] Loss 5.3978 +[2025-02-27 02:00:11,436 INFO hook.py line 289 943558] Test: [29/78] Loss 1.1648 +[2025-02-27 02:00:11,488 INFO hook.py line 289 943558] Test: [30/78] Loss 3.1271 +[2025-02-27 02:00:11,542 INFO hook.py line 289 943558] Test: [31/78] Loss 2.0050 +[2025-02-27 02:00:11,585 INFO hook.py line 289 943558] Test: [32/78] Loss 3.1678 +[2025-02-27 02:00:11,635 INFO hook.py line 289 943558] Test: [33/78] Loss 2.6961 +[2025-02-27 02:00:11,671 INFO hook.py line 289 943558] Test: [34/78] Loss 3.0320 +[2025-02-27 02:00:11,707 INFO hook.py line 289 943558] Test: [35/78] Loss 2.0917 +[2025-02-27 02:00:11,745 INFO hook.py line 289 943558] Test: [36/78] Loss 2.0049 +[2025-02-27 02:00:11,784 INFO hook.py line 289 943558] Test: [37/78] Loss 3.7955 +[2025-02-27 02:00:11,816 INFO hook.py line 289 943558] Test: [38/78] Loss 2.2399 +[2025-02-27 02:00:11,878 INFO hook.py line 289 943558] Test: [39/78] Loss 3.7630 +[2025-02-27 02:00:11,927 INFO hook.py line 289 943558] Test: [40/78] Loss 4.1725 +[2025-02-27 02:00:11,967 INFO hook.py line 289 943558] Test: [41/78] Loss 2.7143 +[2025-02-27 02:00:11,995 INFO hook.py line 289 943558] Test: [42/78] Loss 3.3885 +[2025-02-27 02:00:12,033 INFO hook.py line 289 943558] Test: [43/78] Loss 4.1038 +[2025-02-27 02:00:12,087 INFO hook.py line 289 943558] Test: [44/78] Loss 2.6822 +[2025-02-27 02:00:12,127 INFO hook.py line 289 943558] Test: [45/78] Loss 3.8173 +[2025-02-27 02:00:12,171 INFO hook.py line 289 943558] Test: [46/78] Loss 3.6282 +[2025-02-27 02:00:12,210 INFO hook.py line 289 943558] Test: [47/78] Loss 3.2778 +[2025-02-27 02:00:12,247 INFO hook.py line 289 943558] Test: [48/78] Loss 2.5374 +[2025-02-27 02:00:12,279 INFO hook.py line 289 943558] Test: [49/78] Loss 2.6271 +[2025-02-27 02:00:12,308 INFO hook.py line 289 943558] Test: [50/78] Loss 2.1315 +[2025-02-27 02:00:12,339 INFO hook.py line 289 943558] Test: [51/78] Loss 4.9212 +[2025-02-27 02:00:12,376 INFO hook.py line 289 943558] Test: [52/78] Loss 3.7710 +[2025-02-27 02:00:12,401 INFO hook.py line 289 943558] Test: [53/78] Loss 1.8874 +[2025-02-27 02:00:12,434 INFO hook.py line 289 943558] Test: [54/78] Loss 4.3912 +[2025-02-27 02:00:12,469 INFO hook.py line 289 943558] Test: [55/78] Loss 0.4882 +[2025-02-27 02:00:12,507 INFO hook.py line 289 943558] Test: [56/78] Loss 2.3398 +[2025-02-27 02:00:12,539 INFO hook.py line 289 943558] Test: [57/78] Loss 3.3144 +[2025-02-27 02:00:12,565 INFO hook.py line 289 943558] Test: [58/78] Loss 4.7939 +[2025-02-27 02:00:12,603 INFO hook.py line 289 943558] Test: [59/78] Loss 2.3877 +[2025-02-27 02:00:12,637 INFO hook.py line 289 943558] Test: [60/78] Loss 4.6097 +[2025-02-27 02:00:12,661 INFO hook.py line 289 943558] Test: [61/78] Loss 6.2456 +[2025-02-27 02:00:12,693 INFO hook.py line 289 943558] Test: [62/78] Loss 3.4427 +[2025-02-27 02:00:12,727 INFO hook.py line 289 943558] Test: [63/78] Loss 4.1501 +[2025-02-27 02:00:12,780 INFO hook.py line 289 943558] Test: [64/78] Loss 4.4101 +[2025-02-27 02:00:12,808 INFO hook.py line 289 943558] Test: [65/78] Loss 4.0300 +[2025-02-27 02:00:12,847 INFO hook.py line 289 943558] Test: [66/78] Loss 3.8770 +[2025-02-27 02:00:12,883 INFO hook.py line 289 943558] Test: [67/78] Loss 3.2805 +[2025-02-27 02:00:12,916 INFO hook.py line 289 943558] Test: [68/78] Loss 1.8343 +[2025-02-27 02:00:12,948 INFO hook.py line 289 943558] Test: [69/78] Loss 1.5714 +[2025-02-27 02:00:13,000 INFO hook.py line 289 943558] Test: [70/78] Loss 2.5008 +[2025-02-27 02:00:13,041 INFO hook.py line 289 943558] Test: [71/78] Loss 3.5854 +[2025-02-27 02:00:13,090 INFO hook.py line 289 943558] Test: [72/78] Loss 2.3614 +[2025-02-27 02:00:13,137 INFO hook.py line 289 943558] Test: [73/78] Loss 4.8546 +[2025-02-27 02:00:13,177 INFO hook.py line 289 943558] Test: [74/78] Loss 4.9056 +[2025-02-27 02:00:13,224 INFO hook.py line 289 943558] Test: [75/78] Loss 2.7471 +[2025-02-27 02:00:13,253 INFO hook.py line 289 943558] Test: [76/78] Loss 2.4269 +[2025-02-27 02:00:13,306 INFO hook.py line 289 943558] Test: [77/78] Loss 2.4581 +[2025-02-27 02:00:13,333 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8403 +[2025-02-27 02:00:14,848 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:00:14,849 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:00:14,849 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:00:14,849 INFO hook.py line 232 943558] wall : 0.5280 0.5696 +[2025-02-27 02:00:14,849 INFO hook.py line 232 943558] floor : 0.8169 0.8412 +[2025-02-27 02:00:14,849 INFO hook.py line 232 943558] cabinet : 0.1836 0.3403 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] bed : 0.2149 0.2451 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] chair : 0.5243 0.8270 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] sofa : 0.3744 0.4527 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] table : 0.2619 0.8500 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] door : 0.3382 0.6660 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] window : 0.2418 0.3257 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] bookshelf : 0.2216 0.6248 +[2025-02-27 02:00:14,850 INFO hook.py line 232 943558] picture : 0.1136 0.4222 +[2025-02-27 02:00:14,851 INFO hook.py line 232 943558] counter : 0.0233 0.0238 +[2025-02-27 02:00:14,851 INFO hook.py line 232 943558] desk : 0.1093 0.3016 +[2025-02-27 02:00:14,851 INFO hook.py line 232 943558] curtain : 0.0031 0.0031 +[2025-02-27 02:00:14,851 INFO hook.py line 232 943558] refridgerator : 0.0000 0.0000 +[2025-02-27 02:00:14,851 INFO hook.py line 232 943558] shower curtain : 0.0013 0.0014 +[2025-02-27 02:00:14,851 INFO hook.py line 232 943558] toilet : 0.1152 0.1216 +[2025-02-27 02:00:14,851 INFO hook.py line 232 943558] sink : 0.0008 0.0008 +[2025-02-27 02:00:14,852 INFO hook.py line 232 943558] bathtub : 0.4193 0.4358 +[2025-02-27 02:00:14,852 INFO hook.py line 232 943558] otherfurniture : 0.1251 0.1838 +[2025-02-27 02:00:14,852 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:00:14,852 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.2308/0.3618/0.6107. +[2025-02-27 02:00:14,853 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:00:14,862 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.2308 +[2025-02-27 02:00:14,863 INFO misc.py line 164 943558] Currently Best mIoU: 0.2308 +[2025-02-27 02:00:14,863 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:00:38,748 INFO hook.py line 109 943558] Train: [5/100][50/60] Data 0.003 (0.006) Batch 0.207 (0.300) Remain 00:28:34 loss: 1.3309 Lr: 5.98794e-03 +[2025-02-27 02:00:40,902 INFO misc.py line 135 943558] Train result: loss: 1.2699 +[2025-02-27 02:00:40,977 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:01:00,494 INFO hook.py line 289 943558] Test: [1/78] Loss 3.8358 +[2025-02-27 02:01:00,537 INFO hook.py line 289 943558] Test: [2/78] Loss 2.1043 +[2025-02-27 02:01:01,106 INFO hook.py line 289 943558] Test: [3/78] Loss 2.1124 +[2025-02-27 02:01:01,154 INFO hook.py line 289 943558] Test: [4/78] Loss 1.4362 +[2025-02-27 02:01:01,200 INFO hook.py line 289 943558] Test: [5/78] Loss 2.6718 +[2025-02-27 02:01:01,253 INFO hook.py line 289 943558] Test: [6/78] Loss 5.4084 +[2025-02-27 02:01:01,301 INFO hook.py line 289 943558] Test: [7/78] Loss 2.6429 +[2025-02-27 02:01:01,326 INFO hook.py line 289 943558] Test: [8/78] Loss 1.3428 +[2025-02-27 02:01:01,368 INFO hook.py line 289 943558] Test: [9/78] Loss 2.9556 +[2025-02-27 02:01:01,406 INFO hook.py line 289 943558] Test: [10/78] Loss 3.4842 +[2025-02-27 02:01:01,458 INFO hook.py line 289 943558] Test: [11/78] Loss 2.0814 +[2025-02-27 02:01:01,491 INFO hook.py line 289 943558] Test: [12/78] Loss 2.6905 +[2025-02-27 02:01:01,536 INFO hook.py line 289 943558] Test: [13/78] Loss 5.3663 +[2025-02-27 02:01:01,586 INFO hook.py line 289 943558] Test: [14/78] Loss 4.0395 +[2025-02-27 02:01:01,621 INFO hook.py line 289 943558] Test: [15/78] Loss 5.8240 +[2025-02-27 02:01:01,676 INFO hook.py line 289 943558] Test: [16/78] Loss 1.4870 +[2025-02-27 02:01:01,715 INFO hook.py line 289 943558] Test: [17/78] Loss 3.6201 +[2025-02-27 02:01:01,748 INFO hook.py line 289 943558] Test: [18/78] Loss 5.8638 +[2025-02-27 02:01:01,795 INFO hook.py line 289 943558] Test: [19/78] Loss 4.4674 +[2025-02-27 02:01:01,830 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1464 +[2025-02-27 02:01:01,866 INFO hook.py line 289 943558] Test: [21/78] Loss 0.8154 +[2025-02-27 02:01:01,917 INFO hook.py line 289 943558] Test: [22/78] Loss 3.8428 +[2025-02-27 02:01:01,959 INFO hook.py line 289 943558] Test: [23/78] Loss 2.0838 +[2025-02-27 02:01:02,003 INFO hook.py line 289 943558] Test: [24/78] Loss 2.5293 +[2025-02-27 02:01:02,052 INFO hook.py line 289 943558] Test: [25/78] Loss 3.2446 +[2025-02-27 02:01:02,096 INFO hook.py line 289 943558] Test: [26/78] Loss 3.1554 +[2025-02-27 02:01:02,145 INFO hook.py line 289 943558] Test: [27/78] Loss 5.2766 +[2025-02-27 02:01:02,190 INFO hook.py line 289 943558] Test: [28/78] Loss 6.0209 +[2025-02-27 02:01:02,224 INFO hook.py line 289 943558] Test: [29/78] Loss 1.0292 +[2025-02-27 02:01:02,281 INFO hook.py line 289 943558] Test: [30/78] Loss 4.0489 +[2025-02-27 02:01:02,335 INFO hook.py line 289 943558] Test: [31/78] Loss 2.0528 +[2025-02-27 02:01:02,377 INFO hook.py line 289 943558] Test: [32/78] Loss 5.8200 +[2025-02-27 02:01:02,427 INFO hook.py line 289 943558] Test: [33/78] Loss 3.2943 +[2025-02-27 02:01:02,464 INFO hook.py line 289 943558] Test: [34/78] Loss 3.5422 +[2025-02-27 02:01:02,499 INFO hook.py line 289 943558] Test: [35/78] Loss 2.8143 +[2025-02-27 02:01:02,539 INFO hook.py line 289 943558] Test: [36/78] Loss 3.0819 +[2025-02-27 02:01:02,576 INFO hook.py line 289 943558] Test: [37/78] Loss 3.2327 +[2025-02-27 02:01:02,607 INFO hook.py line 289 943558] Test: [38/78] Loss 1.3300 +[2025-02-27 02:01:02,671 INFO hook.py line 289 943558] Test: [39/78] Loss 3.9801 +[2025-02-27 02:01:02,715 INFO hook.py line 289 943558] Test: [40/78] Loss 4.3438 +[2025-02-27 02:01:02,765 INFO hook.py line 289 943558] Test: [41/78] Loss 2.8083 +[2025-02-27 02:01:02,802 INFO hook.py line 289 943558] Test: [42/78] Loss 1.0197 +[2025-02-27 02:01:02,835 INFO hook.py line 289 943558] Test: [43/78] Loss 3.3910 +[2025-02-27 02:01:02,897 INFO hook.py line 289 943558] Test: [44/78] Loss 3.3491 +[2025-02-27 02:01:02,934 INFO hook.py line 289 943558] Test: [45/78] Loss 4.1972 +[2025-02-27 02:01:02,978 INFO hook.py line 289 943558] Test: [46/78] Loss 3.8365 +[2025-02-27 02:01:03,014 INFO hook.py line 289 943558] Test: [47/78] Loss 4.4245 +[2025-02-27 02:01:03,044 INFO hook.py line 289 943558] Test: [48/78] Loss 2.6805 +[2025-02-27 02:01:03,076 INFO hook.py line 289 943558] Test: [49/78] Loss 2.9817 +[2025-02-27 02:01:03,107 INFO hook.py line 289 943558] Test: [50/78] Loss 3.0796 +[2025-02-27 02:01:03,134 INFO hook.py line 289 943558] Test: [51/78] Loss 7.7746 +[2025-02-27 02:01:03,166 INFO hook.py line 289 943558] Test: [52/78] Loss 2.8709 +[2025-02-27 02:01:03,191 INFO hook.py line 289 943558] Test: [53/78] Loss 2.9778 +[2025-02-27 02:01:03,224 INFO hook.py line 289 943558] Test: [54/78] Loss 4.2239 +[2025-02-27 02:01:03,260 INFO hook.py line 289 943558] Test: [55/78] Loss 0.8312 +[2025-02-27 02:01:03,300 INFO hook.py line 289 943558] Test: [56/78] Loss 3.4785 +[2025-02-27 02:01:03,332 INFO hook.py line 289 943558] Test: [57/78] Loss 2.7559 +[2025-02-27 02:01:03,358 INFO hook.py line 289 943558] Test: [58/78] Loss 5.2129 +[2025-02-27 02:01:03,395 INFO hook.py line 289 943558] Test: [59/78] Loss 2.1982 +[2025-02-27 02:01:03,426 INFO hook.py line 289 943558] Test: [60/78] Loss 3.5875 +[2025-02-27 02:01:03,450 INFO hook.py line 289 943558] Test: [61/78] Loss 7.5205 +[2025-02-27 02:01:03,481 INFO hook.py line 289 943558] Test: [62/78] Loss 3.2794 +[2025-02-27 02:01:03,515 INFO hook.py line 289 943558] Test: [63/78] Loss 4.2767 +[2025-02-27 02:01:03,568 INFO hook.py line 289 943558] Test: [64/78] Loss 4.0200 +[2025-02-27 02:01:03,594 INFO hook.py line 289 943558] Test: [65/78] Loss 5.0614 +[2025-02-27 02:01:03,633 INFO hook.py line 289 943558] Test: [66/78] Loss 2.7675 +[2025-02-27 02:01:03,669 INFO hook.py line 289 943558] Test: [67/78] Loss 4.0369 +[2025-02-27 02:01:03,700 INFO hook.py line 289 943558] Test: [68/78] Loss 3.3450 +[2025-02-27 02:01:03,731 INFO hook.py line 289 943558] Test: [69/78] Loss 1.1860 +[2025-02-27 02:01:03,783 INFO hook.py line 289 943558] Test: [70/78] Loss 2.6364 +[2025-02-27 02:01:03,824 INFO hook.py line 289 943558] Test: [71/78] Loss 4.3234 +[2025-02-27 02:01:03,872 INFO hook.py line 289 943558] Test: [72/78] Loss 1.7395 +[2025-02-27 02:01:03,919 INFO hook.py line 289 943558] Test: [73/78] Loss 4.5731 +[2025-02-27 02:01:03,957 INFO hook.py line 289 943558] Test: [74/78] Loss 5.4395 +[2025-02-27 02:01:04,003 INFO hook.py line 289 943558] Test: [75/78] Loss 1.7307 +[2025-02-27 02:01:04,031 INFO hook.py line 289 943558] Test: [76/78] Loss 2.7268 +[2025-02-27 02:01:04,084 INFO hook.py line 289 943558] Test: [77/78] Loss 2.8377 +[2025-02-27 02:01:04,109 INFO hook.py line 289 943558] Test: [78/78] Loss 2.0985 +[2025-02-27 02:01:05,524 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:01:05,524 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:01:05,524 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] wall : 0.3920 0.4071 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] floor : 0.8710 0.9045 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] cabinet : 0.2137 0.3859 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] bed : 0.4550 0.5959 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] chair : 0.5368 0.7997 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] sofa : 0.4656 0.7432 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] table : 0.3255 0.8029 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] door : 0.2868 0.5463 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] window : 0.2235 0.6095 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] bookshelf : 0.1752 0.1852 +[2025-02-27 02:01:05,525 INFO hook.py line 232 943558] picture : 0.1011 0.5628 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] counter : 0.3194 0.3950 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] desk : 0.1012 0.5379 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] curtain : 0.0377 0.0458 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] refridgerator : 0.1222 0.3749 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] shower curtain : 0.0412 0.0427 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] toilet : 0.0463 0.0576 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] sink : 0.0747 0.0798 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] bathtub : 0.2680 0.3057 +[2025-02-27 02:01:05,542 INFO hook.py line 232 943558] otherfurniture : 0.0573 0.0733 +[2025-02-27 02:01:05,543 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:01:05,543 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.2557/0.4228/0.5895. +[2025-02-27 02:01:05,544 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:01:05,556 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.2557 +[2025-02-27 02:01:05,556 INFO misc.py line 164 943558] Currently Best mIoU: 0.2557 +[2025-02-27 02:01:05,556 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:01:29,389 INFO hook.py line 109 943558] Train: [6/100][50/60] Data 0.001 (0.006) Batch 0.206 (0.325) Remain 00:30:37 loss: 1.0871 Lr: 5.99882e-03 +[2025-02-27 02:01:31,438 INFO misc.py line 135 943558] Train result: loss: 1.0929 +[2025-02-27 02:01:31,525 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:01:51,529 INFO hook.py line 289 943558] Test: [1/78] Loss 1.0008 +[2025-02-27 02:01:51,573 INFO hook.py line 289 943558] Test: [2/78] Loss 1.8182 +[2025-02-27 02:01:51,618 INFO hook.py line 289 943558] Test: [3/78] Loss 2.0117 +[2025-02-27 02:01:51,663 INFO hook.py line 289 943558] Test: [4/78] Loss 1.3265 +[2025-02-27 02:01:51,699 INFO hook.py line 289 943558] Test: [5/78] Loss 1.6479 +[2025-02-27 02:01:51,754 INFO hook.py line 289 943558] Test: [6/78] Loss 3.1887 +[2025-02-27 02:01:51,803 INFO hook.py line 289 943558] Test: [7/78] Loss 3.1325 +[2025-02-27 02:01:51,831 INFO hook.py line 289 943558] Test: [8/78] Loss 1.3339 +[2025-02-27 02:01:51,882 INFO hook.py line 289 943558] Test: [9/78] Loss 2.1346 +[2025-02-27 02:01:51,923 INFO hook.py line 289 943558] Test: [10/78] Loss 4.0505 +[2025-02-27 02:01:51,966 INFO hook.py line 289 943558] Test: [11/78] Loss 1.8068 +[2025-02-27 02:01:52,006 INFO hook.py line 289 943558] Test: [12/78] Loss 1.9008 +[2025-02-27 02:01:52,063 INFO hook.py line 289 943558] Test: [13/78] Loss 3.6022 +[2025-02-27 02:01:52,111 INFO hook.py line 289 943558] Test: [14/78] Loss 3.0454 +[2025-02-27 02:01:52,149 INFO hook.py line 289 943558] Test: [15/78] Loss 5.6062 +[2025-02-27 02:01:52,203 INFO hook.py line 289 943558] Test: [16/78] Loss 0.8396 +[2025-02-27 02:01:52,240 INFO hook.py line 289 943558] Test: [17/78] Loss 3.1026 +[2025-02-27 02:01:52,272 INFO hook.py line 289 943558] Test: [18/78] Loss 6.2790 +[2025-02-27 02:01:52,314 INFO hook.py line 289 943558] Test: [19/78] Loss 4.6334 +[2025-02-27 02:01:52,346 INFO hook.py line 289 943558] Test: [20/78] Loss 2.1743 +[2025-02-27 02:01:52,380 INFO hook.py line 289 943558] Test: [21/78] Loss 1.4747 +[2025-02-27 02:01:52,419 INFO hook.py line 289 943558] Test: [22/78] Loss 3.3264 +[2025-02-27 02:01:52,450 INFO hook.py line 289 943558] Test: [23/78] Loss 3.3434 +[2025-02-27 02:01:52,492 INFO hook.py line 289 943558] Test: [24/78] Loss 2.5510 +[2025-02-27 02:01:52,533 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4483 +[2025-02-27 02:01:52,570 INFO hook.py line 289 943558] Test: [26/78] Loss 2.4882 +[2025-02-27 02:01:52,618 INFO hook.py line 289 943558] Test: [27/78] Loss 2.5974 +[2025-02-27 02:01:52,650 INFO hook.py line 289 943558] Test: [28/78] Loss 5.7144 +[2025-02-27 02:01:52,693 INFO hook.py line 289 943558] Test: [29/78] Loss 1.5392 +[2025-02-27 02:01:52,744 INFO hook.py line 289 943558] Test: [30/78] Loss 2.5664 +[2025-02-27 02:01:52,797 INFO hook.py line 289 943558] Test: [31/78] Loss 2.2240 +[2025-02-27 02:01:52,846 INFO hook.py line 289 943558] Test: [32/78] Loss 5.4504 +[2025-02-27 02:01:52,895 INFO hook.py line 289 943558] Test: [33/78] Loss 1.9430 +[2025-02-27 02:01:52,932 INFO hook.py line 289 943558] Test: [34/78] Loss 2.2755 +[2025-02-27 02:01:52,968 INFO hook.py line 289 943558] Test: [35/78] Loss 1.8730 +[2025-02-27 02:01:53,011 INFO hook.py line 289 943558] Test: [36/78] Loss 2.8740 +[2025-02-27 02:01:53,065 INFO hook.py line 289 943558] Test: [37/78] Loss 2.5204 +[2025-02-27 02:01:53,096 INFO hook.py line 289 943558] Test: [38/78] Loss 1.9052 +[2025-02-27 02:01:53,155 INFO hook.py line 289 943558] Test: [39/78] Loss 3.2168 +[2025-02-27 02:01:53,202 INFO hook.py line 289 943558] Test: [40/78] Loss 3.3003 +[2025-02-27 02:01:53,243 INFO hook.py line 289 943558] Test: [41/78] Loss 2.2619 +[2025-02-27 02:01:53,272 INFO hook.py line 289 943558] Test: [42/78] Loss 1.6834 +[2025-02-27 02:01:53,316 INFO hook.py line 289 943558] Test: [43/78] Loss 2.3769 +[2025-02-27 02:01:53,368 INFO hook.py line 289 943558] Test: [44/78] Loss 3.2233 +[2025-02-27 02:01:53,400 INFO hook.py line 289 943558] Test: [45/78] Loss 1.9426 +[2025-02-27 02:01:53,449 INFO hook.py line 289 943558] Test: [46/78] Loss 1.0050 +[2025-02-27 02:01:53,485 INFO hook.py line 289 943558] Test: [47/78] Loss 3.6285 +[2025-02-27 02:01:53,516 INFO hook.py line 289 943558] Test: [48/78] Loss 2.5492 +[2025-02-27 02:01:53,548 INFO hook.py line 289 943558] Test: [49/78] Loss 3.3119 +[2025-02-27 02:01:53,579 INFO hook.py line 289 943558] Test: [50/78] Loss 1.9917 +[2025-02-27 02:01:53,610 INFO hook.py line 289 943558] Test: [51/78] Loss 4.1410 +[2025-02-27 02:01:53,642 INFO hook.py line 289 943558] Test: [52/78] Loss 2.8843 +[2025-02-27 02:01:53,674 INFO hook.py line 289 943558] Test: [53/78] Loss 1.7769 +[2025-02-27 02:01:53,709 INFO hook.py line 289 943558] Test: [54/78] Loss 4.1107 +[2025-02-27 02:01:53,744 INFO hook.py line 289 943558] Test: [55/78] Loss 1.1468 +[2025-02-27 02:01:53,782 INFO hook.py line 289 943558] Test: [56/78] Loss 2.1425 +[2025-02-27 02:01:53,814 INFO hook.py line 289 943558] Test: [57/78] Loss 2.6539 +[2025-02-27 02:01:53,840 INFO hook.py line 289 943558] Test: [58/78] Loss 1.6762 +[2025-02-27 02:01:53,878 INFO hook.py line 289 943558] Test: [59/78] Loss 3.1080 +[2025-02-27 02:01:53,910 INFO hook.py line 289 943558] Test: [60/78] Loss 2.9725 +[2025-02-27 02:01:53,934 INFO hook.py line 289 943558] Test: [61/78] Loss 7.3295 +[2025-02-27 02:01:53,966 INFO hook.py line 289 943558] Test: [62/78] Loss 2.2354 +[2025-02-27 02:01:54,000 INFO hook.py line 289 943558] Test: [63/78] Loss 3.6944 +[2025-02-27 02:01:54,052 INFO hook.py line 289 943558] Test: [64/78] Loss 5.0170 +[2025-02-27 02:01:54,081 INFO hook.py line 289 943558] Test: [65/78] Loss 5.7466 +[2025-02-27 02:01:54,120 INFO hook.py line 289 943558] Test: [66/78] Loss 2.5717 +[2025-02-27 02:01:54,157 INFO hook.py line 289 943558] Test: [67/78] Loss 2.3124 +[2025-02-27 02:01:54,188 INFO hook.py line 289 943558] Test: [68/78] Loss 2.1042 +[2025-02-27 02:01:54,217 INFO hook.py line 289 943558] Test: [69/78] Loss 0.8436 +[2025-02-27 02:01:54,269 INFO hook.py line 289 943558] Test: [70/78] Loss 2.4819 +[2025-02-27 02:01:54,310 INFO hook.py line 289 943558] Test: [71/78] Loss 4.3439 +[2025-02-27 02:01:54,359 INFO hook.py line 289 943558] Test: [72/78] Loss 2.2338 +[2025-02-27 02:01:54,406 INFO hook.py line 289 943558] Test: [73/78] Loss 2.3530 +[2025-02-27 02:01:54,444 INFO hook.py line 289 943558] Test: [74/78] Loss 5.4744 +[2025-02-27 02:01:54,490 INFO hook.py line 289 943558] Test: [75/78] Loss 1.1476 +[2025-02-27 02:01:54,518 INFO hook.py line 289 943558] Test: [76/78] Loss 1.5792 +[2025-02-27 02:01:54,570 INFO hook.py line 289 943558] Test: [77/78] Loss 2.1979 +[2025-02-27 02:01:54,597 INFO hook.py line 289 943558] Test: [78/78] Loss 1.3662 +[2025-02-27 02:01:56,585 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:01:56,590 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:01:56,591 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] wall : 0.4844 0.5043 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] floor : 0.9058 0.9273 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] cabinet : 0.1637 0.1951 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] bed : 0.1890 0.1932 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] chair : 0.5689 0.6010 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] sofa : 0.4247 0.4650 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] table : 0.2029 0.9603 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] door : 0.2170 0.8611 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] window : 0.2453 0.4893 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] bookshelf : 0.2408 0.2450 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] picture : 0.2333 0.4340 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] counter : 0.3907 0.5348 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] desk : 0.0927 0.1466 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] curtain : 0.0707 0.0717 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] refridgerator : 0.0227 0.0228 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] shower curtain : 0.3045 0.3275 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] toilet : 0.3019 0.3033 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] sink : 0.3837 0.4053 +[2025-02-27 02:01:56,591 INFO hook.py line 232 943558] bathtub : 0.7324 0.7719 +[2025-02-27 02:01:56,592 INFO hook.py line 232 943558] otherfurniture : 0.1784 0.2827 +[2025-02-27 02:01:56,592 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:01:56,592 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.3177/0.4371/0.6064. +[2025-02-27 02:01:56,592 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:01:56,612 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.3177 +[2025-02-27 02:01:56,613 INFO misc.py line 164 943558] Currently Best mIoU: 0.3177 +[2025-02-27 02:01:56,613 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:02:20,180 INFO hook.py line 109 943558] Train: [7/100][50/60] Data 0.001 (0.006) Batch 0.219 (0.299) Remain 00:27:50 loss: 1.0396 Lr: 5.99439e-03 +[2025-02-27 02:02:22,273 INFO misc.py line 135 943558] Train result: loss: 1.0526 +[2025-02-27 02:02:22,359 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:02:39,416 INFO hook.py line 289 943558] Test: [1/78] Loss 0.7014 +[2025-02-27 02:02:39,466 INFO hook.py line 289 943558] Test: [2/78] Loss 1.0147 +[2025-02-27 02:02:40,191 INFO hook.py line 289 943558] Test: [3/78] Loss 1.0365 +[2025-02-27 02:02:40,235 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7251 +[2025-02-27 02:02:40,267 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4456 +[2025-02-27 02:02:40,319 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6557 +[2025-02-27 02:02:40,364 INFO hook.py line 289 943558] Test: [7/78] Loss 1.2751 +[2025-02-27 02:02:40,393 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3745 +[2025-02-27 02:02:40,434 INFO hook.py line 289 943558] Test: [9/78] Loss 1.5986 +[2025-02-27 02:02:40,469 INFO hook.py line 289 943558] Test: [10/78] Loss 1.9380 +[2025-02-27 02:02:40,511 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5017 +[2025-02-27 02:02:40,542 INFO hook.py line 289 943558] Test: [12/78] Loss 1.0824 +[2025-02-27 02:02:40,589 INFO hook.py line 289 943558] Test: [13/78] Loss 2.3518 +[2025-02-27 02:02:40,817 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0068 +[2025-02-27 02:02:40,852 INFO hook.py line 289 943558] Test: [15/78] Loss 2.5921 +[2025-02-27 02:02:40,900 INFO hook.py line 289 943558] Test: [16/78] Loss 0.4700 +[2025-02-27 02:02:40,934 INFO hook.py line 289 943558] Test: [17/78] Loss 1.3781 +[2025-02-27 02:02:40,965 INFO hook.py line 289 943558] Test: [18/78] Loss 2.3080 +[2025-02-27 02:02:41,003 INFO hook.py line 289 943558] Test: [19/78] Loss 1.5333 +[2025-02-27 02:02:41,036 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0989 +[2025-02-27 02:02:41,070 INFO hook.py line 289 943558] Test: [21/78] Loss 0.4369 +[2025-02-27 02:02:41,106 INFO hook.py line 289 943558] Test: [22/78] Loss 2.0500 +[2025-02-27 02:02:41,133 INFO hook.py line 289 943558] Test: [23/78] Loss 1.4035 +[2025-02-27 02:02:41,173 INFO hook.py line 289 943558] Test: [24/78] Loss 1.8273 +[2025-02-27 02:02:41,213 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8306 +[2025-02-27 02:02:41,251 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9732 +[2025-02-27 02:02:41,298 INFO hook.py line 289 943558] Test: [27/78] Loss 1.8514 +[2025-02-27 02:02:41,328 INFO hook.py line 289 943558] Test: [28/78] Loss 2.6390 +[2025-02-27 02:02:41,360 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4637 +[2025-02-27 02:02:41,411 INFO hook.py line 289 943558] Test: [30/78] Loss 0.6910 +[2025-02-27 02:02:41,464 INFO hook.py line 289 943558] Test: [31/78] Loss 0.7339 +[2025-02-27 02:02:41,496 INFO hook.py line 289 943558] Test: [32/78] Loss 1.4646 +[2025-02-27 02:02:41,544 INFO hook.py line 289 943558] Test: [33/78] Loss 0.6066 +[2025-02-27 02:02:41,588 INFO hook.py line 289 943558] Test: [34/78] Loss 1.4219 +[2025-02-27 02:02:41,627 INFO hook.py line 289 943558] Test: [35/78] Loss 0.7723 +[2025-02-27 02:02:41,667 INFO hook.py line 289 943558] Test: [36/78] Loss 1.5266 +[2025-02-27 02:02:41,703 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5502 +[2025-02-27 02:02:41,731 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3837 +[2025-02-27 02:02:41,790 INFO hook.py line 289 943558] Test: [39/78] Loss 2.8292 +[2025-02-27 02:02:41,833 INFO hook.py line 289 943558] Test: [40/78] Loss 1.8479 +[2025-02-27 02:02:41,872 INFO hook.py line 289 943558] Test: [41/78] Loss 1.5725 +[2025-02-27 02:02:41,902 INFO hook.py line 289 943558] Test: [42/78] Loss 0.8969 +[2025-02-27 02:02:41,935 INFO hook.py line 289 943558] Test: [43/78] Loss 0.6346 +[2025-02-27 02:02:41,990 INFO hook.py line 289 943558] Test: [44/78] Loss 1.0815 +[2025-02-27 02:02:42,021 INFO hook.py line 289 943558] Test: [45/78] Loss 1.1376 +[2025-02-27 02:02:42,063 INFO hook.py line 289 943558] Test: [46/78] Loss 0.9524 +[2025-02-27 02:02:42,097 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4575 +[2025-02-27 02:02:42,125 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8464 +[2025-02-27 02:02:42,153 INFO hook.py line 289 943558] Test: [49/78] Loss 0.8720 +[2025-02-27 02:02:42,180 INFO hook.py line 289 943558] Test: [50/78] Loss 1.9523 +[2025-02-27 02:02:42,205 INFO hook.py line 289 943558] Test: [51/78] Loss 1.8652 +[2025-02-27 02:02:42,234 INFO hook.py line 289 943558] Test: [52/78] Loss 1.1885 +[2025-02-27 02:02:42,256 INFO hook.py line 289 943558] Test: [53/78] Loss 1.0533 +[2025-02-27 02:02:42,286 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7657 +[2025-02-27 02:02:42,318 INFO hook.py line 289 943558] Test: [55/78] Loss 0.5890 +[2025-02-27 02:02:42,354 INFO hook.py line 289 943558] Test: [56/78] Loss 0.9652 +[2025-02-27 02:02:42,382 INFO hook.py line 289 943558] Test: [57/78] Loss 2.2562 +[2025-02-27 02:02:42,405 INFO hook.py line 289 943558] Test: [58/78] Loss 1.4654 +[2025-02-27 02:02:42,439 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1872 +[2025-02-27 02:02:42,468 INFO hook.py line 289 943558] Test: [60/78] Loss 1.4450 +[2025-02-27 02:02:42,488 INFO hook.py line 289 943558] Test: [61/78] Loss 3.6649 +[2025-02-27 02:02:42,518 INFO hook.py line 289 943558] Test: [62/78] Loss 0.9564 +[2025-02-27 02:02:42,549 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5154 +[2025-02-27 02:02:42,600 INFO hook.py line 289 943558] Test: [64/78] Loss 2.3324 +[2025-02-27 02:02:42,624 INFO hook.py line 289 943558] Test: [65/78] Loss 1.3025 +[2025-02-27 02:02:42,661 INFO hook.py line 289 943558] Test: [66/78] Loss 1.9487 +[2025-02-27 02:02:42,696 INFO hook.py line 289 943558] Test: [67/78] Loss 0.9767 +[2025-02-27 02:02:42,724 INFO hook.py line 289 943558] Test: [68/78] Loss 1.4868 +[2025-02-27 02:02:42,750 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3189 +[2025-02-27 02:02:42,799 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2305 +[2025-02-27 02:02:42,838 INFO hook.py line 289 943558] Test: [71/78] Loss 2.3141 +[2025-02-27 02:02:42,885 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4783 +[2025-02-27 02:02:42,929 INFO hook.py line 289 943558] Test: [73/78] Loss 1.2231 +[2025-02-27 02:02:42,966 INFO hook.py line 289 943558] Test: [74/78] Loss 1.4557 +[2025-02-27 02:02:43,010 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4067 +[2025-02-27 02:02:43,035 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9086 +[2025-02-27 02:02:43,086 INFO hook.py line 289 943558] Test: [77/78] Loss 1.0616 +[2025-02-27 02:02:43,109 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6265 +[2025-02-27 02:02:44,240 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:02:44,240 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:02:44,240 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] wall : 0.7268 0.8177 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] floor : 0.9464 0.9719 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] cabinet : 0.3684 0.4518 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] bed : 0.5903 0.7124 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] chair : 0.7155 0.9169 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] sofa : 0.6031 0.6482 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] table : 0.5054 0.7953 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] door : 0.4497 0.6030 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] window : 0.4388 0.6799 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] bookshelf : 0.5083 0.6088 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] picture : 0.1562 0.5666 +[2025-02-27 02:02:44,240 INFO hook.py line 232 943558] counter : 0.4291 0.8312 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] desk : 0.3901 0.7203 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] curtain : 0.3120 0.4949 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] refridgerator : 0.2691 0.3081 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] shower curtain : 0.3969 0.5546 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] toilet : 0.6701 0.7018 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] sink : 0.4622 0.6662 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] bathtub : 0.6589 0.6692 +[2025-02-27 02:02:44,241 INFO hook.py line 232 943558] otherfurniture : 0.2207 0.2888 +[2025-02-27 02:02:44,241 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:02:44,241 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.4909/0.6504/0.7901. +[2025-02-27 02:02:44,241 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:02:44,250 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.4909 +[2025-02-27 02:02:44,251 INFO misc.py line 164 943558] Currently Best mIoU: 0.4909 +[2025-02-27 02:02:44,251 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:03:06,961 INFO hook.py line 109 943558] Train: [8/100][50/60] Data 0.007 (0.006) Batch 0.259 (0.334) Remain 00:30:48 loss: 0.9026 Lr: 5.98669e-03 +[2025-02-27 02:03:10,108 INFO misc.py line 135 943558] Train result: loss: 1.0029 +[2025-02-27 02:03:10,185 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:03:29,065 INFO hook.py line 289 943558] Test: [1/78] Loss 0.5947 +[2025-02-27 02:03:29,116 INFO hook.py line 289 943558] Test: [2/78] Loss 0.8719 +[2025-02-27 02:03:29,160 INFO hook.py line 289 943558] Test: [3/78] Loss 1.2544 +[2025-02-27 02:03:29,214 INFO hook.py line 289 943558] Test: [4/78] Loss 0.8634 +[2025-02-27 02:03:29,263 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7332 +[2025-02-27 02:03:29,320 INFO hook.py line 289 943558] Test: [6/78] Loss 1.8845 +[2025-02-27 02:03:29,384 INFO hook.py line 289 943558] Test: [7/78] Loss 0.8763 +[2025-02-27 02:03:29,430 INFO hook.py line 289 943558] Test: [8/78] Loss 0.7162 +[2025-02-27 02:03:29,477 INFO hook.py line 289 943558] Test: [9/78] Loss 1.5230 +[2025-02-27 02:03:37,354 INFO hook.py line 289 943558] Test: [10/78] Loss 1.5472 +[2025-02-27 02:03:38,292 INFO hook.py line 289 943558] Test: [11/78] Loss 0.7910 +[2025-02-27 02:03:38,330 INFO hook.py line 289 943558] Test: [12/78] Loss 1.2462 +[2025-02-27 02:03:38,376 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4956 +[2025-02-27 02:03:38,821 INFO hook.py line 289 943558] Test: [14/78] Loss 1.7657 +[2025-02-27 02:03:39,610 INFO hook.py line 289 943558] Test: [15/78] Loss 3.2293 +[2025-02-27 02:03:39,665 INFO hook.py line 289 943558] Test: [16/78] Loss 0.5664 +[2025-02-27 02:03:39,703 INFO hook.py line 289 943558] Test: [17/78] Loss 1.2208 +[2025-02-27 02:03:39,740 INFO hook.py line 289 943558] Test: [18/78] Loss 2.5959 +[2025-02-27 02:03:39,782 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2307 +[2025-02-27 02:03:39,817 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0925 +[2025-02-27 02:03:39,850 INFO hook.py line 289 943558] Test: [21/78] Loss 0.6524 +[2025-02-27 02:03:39,891 INFO hook.py line 289 943558] Test: [22/78] Loss 1.6693 +[2025-02-27 02:03:39,922 INFO hook.py line 289 943558] Test: [23/78] Loss 1.3003 +[2025-02-27 02:03:39,962 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1531 +[2025-02-27 02:03:40,001 INFO hook.py line 289 943558] Test: [25/78] Loss 1.5873 +[2025-02-27 02:03:40,047 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7503 +[2025-02-27 02:03:40,101 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3878 +[2025-02-27 02:03:40,133 INFO hook.py line 289 943558] Test: [28/78] Loss 1.6539 +[2025-02-27 02:03:40,166 INFO hook.py line 289 943558] Test: [29/78] Loss 0.6688 +[2025-02-27 02:03:40,220 INFO hook.py line 289 943558] Test: [30/78] Loss 1.2481 +[2025-02-27 02:03:40,274 INFO hook.py line 289 943558] Test: [31/78] Loss 0.7218 +[2025-02-27 02:03:40,316 INFO hook.py line 289 943558] Test: [32/78] Loss 1.1336 +[2025-02-27 02:03:40,365 INFO hook.py line 289 943558] Test: [33/78] Loss 0.9826 +[2025-02-27 02:03:40,401 INFO hook.py line 289 943558] Test: [34/78] Loss 1.5310 +[2025-02-27 02:03:40,436 INFO hook.py line 289 943558] Test: [35/78] Loss 0.7677 +[2025-02-27 02:03:40,471 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9815 +[2025-02-27 02:03:40,514 INFO hook.py line 289 943558] Test: [37/78] Loss 1.1764 +[2025-02-27 02:03:40,557 INFO hook.py line 289 943558] Test: [38/78] Loss 0.6629 +[2025-02-27 02:03:40,615 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0663 +[2025-02-27 02:03:40,656 INFO hook.py line 289 943558] Test: [40/78] Loss 1.9625 +[2025-02-27 02:03:40,696 INFO hook.py line 289 943558] Test: [41/78] Loss 1.4777 +[2025-02-27 02:03:40,734 INFO hook.py line 289 943558] Test: [42/78] Loss 0.4404 +[2025-02-27 02:03:40,768 INFO hook.py line 289 943558] Test: [43/78] Loss 0.4274 +[2025-02-27 02:03:40,818 INFO hook.py line 289 943558] Test: [44/78] Loss 0.9028 +[2025-02-27 02:03:40,860 INFO hook.py line 289 943558] Test: [45/78] Loss 1.1433 +[2025-02-27 02:03:40,913 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7463 +[2025-02-27 02:03:40,956 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9746 +[2025-02-27 02:03:40,987 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8115 +[2025-02-27 02:03:41,018 INFO hook.py line 289 943558] Test: [49/78] Loss 0.7823 +[2025-02-27 02:03:41,048 INFO hook.py line 289 943558] Test: [50/78] Loss 1.3850 +[2025-02-27 02:03:41,075 INFO hook.py line 289 943558] Test: [51/78] Loss 2.2446 +[2025-02-27 02:03:41,107 INFO hook.py line 289 943558] Test: [52/78] Loss 1.2851 +[2025-02-27 02:03:41,142 INFO hook.py line 289 943558] Test: [53/78] Loss 0.8940 +[2025-02-27 02:03:41,183 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6055 +[2025-02-27 02:03:41,218 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0785 +[2025-02-27 02:03:41,257 INFO hook.py line 289 943558] Test: [56/78] Loss 0.8419 +[2025-02-27 02:03:41,289 INFO hook.py line 289 943558] Test: [57/78] Loss 1.0649 +[2025-02-27 02:03:41,315 INFO hook.py line 289 943558] Test: [58/78] Loss 1.2995 +[2025-02-27 02:03:41,352 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1164 +[2025-02-27 02:03:41,386 INFO hook.py line 289 943558] Test: [60/78] Loss 1.2520 +[2025-02-27 02:03:41,411 INFO hook.py line 289 943558] Test: [61/78] Loss 2.2085 +[2025-02-27 02:03:41,444 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8232 +[2025-02-27 02:03:41,479 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1424 +[2025-02-27 02:03:41,535 INFO hook.py line 289 943558] Test: [64/78] Loss 1.6302 +[2025-02-27 02:03:41,566 INFO hook.py line 289 943558] Test: [65/78] Loss 1.6747 +[2025-02-27 02:03:41,608 INFO hook.py line 289 943558] Test: [66/78] Loss 1.3515 +[2025-02-27 02:03:41,645 INFO hook.py line 289 943558] Test: [67/78] Loss 1.1656 +[2025-02-27 02:03:41,677 INFO hook.py line 289 943558] Test: [68/78] Loss 1.4703 +[2025-02-27 02:03:41,706 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3254 +[2025-02-27 02:03:41,758 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2975 +[2025-02-27 02:03:41,799 INFO hook.py line 289 943558] Test: [71/78] Loss 1.3213 +[2025-02-27 02:03:41,849 INFO hook.py line 289 943558] Test: [72/78] Loss 1.0933 +[2025-02-27 02:03:41,897 INFO hook.py line 289 943558] Test: [73/78] Loss 0.7780 +[2025-02-27 02:03:41,936 INFO hook.py line 289 943558] Test: [74/78] Loss 1.4752 +[2025-02-27 02:03:41,982 INFO hook.py line 289 943558] Test: [75/78] Loss 0.9328 +[2025-02-27 02:03:42,010 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9738 +[2025-02-27 02:03:42,064 INFO hook.py line 289 943558] Test: [77/78] Loss 1.2450 +[2025-02-27 02:03:42,091 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8037 +[2025-02-27 02:03:43,590 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:03:43,590 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:03:43,590 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:03:43,590 INFO hook.py line 232 943558] wall : 0.7514 0.8859 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] floor : 0.9389 0.9632 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] cabinet : 0.4038 0.6397 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] bed : 0.5759 0.6598 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] chair : 0.7973 0.8592 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] sofa : 0.5995 0.8271 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] table : 0.4705 0.6281 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] door : 0.3765 0.4066 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] window : 0.4117 0.5728 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] bookshelf : 0.4917 0.7425 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] picture : 0.2391 0.4437 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] counter : 0.4070 0.7456 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] desk : 0.3110 0.8513 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] curtain : 0.3701 0.3850 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] refridgerator : 0.2521 0.4509 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] shower curtain : 0.4458 0.5877 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] toilet : 0.7649 0.8303 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] sink : 0.5593 0.6486 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] bathtub : 0.7153 0.7305 +[2025-02-27 02:03:43,591 INFO hook.py line 232 943558] otherfurniture : 0.1598 0.1886 +[2025-02-27 02:03:43,591 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:03:43,591 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5021/0.6523/0.7951. +[2025-02-27 02:03:43,592 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:03:43,602 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.5021 +[2025-02-27 02:03:43,602 INFO misc.py line 164 943558] Currently Best mIoU: 0.5021 +[2025-02-27 02:03:43,602 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:04:07,560 INFO hook.py line 109 943558] Train: [9/100][50/60] Data 0.002 (0.005) Batch 0.197 (0.305) Remain 00:27:47 loss: 0.8251 Lr: 5.97572e-03 +[2025-02-27 02:04:09,650 INFO misc.py line 135 943558] Train result: loss: 0.9449 +[2025-02-27 02:04:09,724 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:04:27,579 INFO hook.py line 289 943558] Test: [1/78] Loss 0.3330 +[2025-02-27 02:04:28,699 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6972 +[2025-02-27 02:04:28,841 INFO hook.py line 289 943558] Test: [3/78] Loss 0.7351 +[2025-02-27 02:04:28,889 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6011 +[2025-02-27 02:04:28,974 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7079 +[2025-02-27 02:04:29,534 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0214 +[2025-02-27 02:04:29,586 INFO hook.py line 289 943558] Test: [7/78] Loss 1.3035 +[2025-02-27 02:04:30,193 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3715 +[2025-02-27 02:04:30,244 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3544 +[2025-02-27 02:04:30,294 INFO hook.py line 289 943558] Test: [10/78] Loss 1.3685 +[2025-02-27 02:04:30,336 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5744 +[2025-02-27 02:04:30,388 INFO hook.py line 289 943558] Test: [12/78] Loss 1.1685 +[2025-02-27 02:04:30,448 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7275 +[2025-02-27 02:04:30,489 INFO hook.py line 289 943558] Test: [14/78] Loss 1.5912 +[2025-02-27 02:04:30,537 INFO hook.py line 289 943558] Test: [15/78] Loss 2.3462 +[2025-02-27 02:04:30,588 INFO hook.py line 289 943558] Test: [16/78] Loss 0.2006 +[2025-02-27 02:04:30,627 INFO hook.py line 289 943558] Test: [17/78] Loss 1.3230 +[2025-02-27 02:04:30,672 INFO hook.py line 289 943558] Test: [18/78] Loss 1.4819 +[2025-02-27 02:04:30,726 INFO hook.py line 289 943558] Test: [19/78] Loss 1.6991 +[2025-02-27 02:04:30,768 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1550 +[2025-02-27 02:04:30,813 INFO hook.py line 289 943558] Test: [21/78] Loss 0.4326 +[2025-02-27 02:04:30,857 INFO hook.py line 289 943558] Test: [22/78] Loss 1.7246 +[2025-02-27 02:04:30,899 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0779 +[2025-02-27 02:04:30,945 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3593 +[2025-02-27 02:04:30,993 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3595 +[2025-02-27 02:04:31,040 INFO hook.py line 289 943558] Test: [26/78] Loss 1.1538 +[2025-02-27 02:04:31,088 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2645 +[2025-02-27 02:04:31,129 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0671 +[2025-02-27 02:04:31,159 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3935 +[2025-02-27 02:04:31,218 INFO hook.py line 289 943558] Test: [30/78] Loss 0.6223 +[2025-02-27 02:04:31,279 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4654 +[2025-02-27 02:04:31,325 INFO hook.py line 289 943558] Test: [32/78] Loss 1.1245 +[2025-02-27 02:04:31,383 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4183 +[2025-02-27 02:04:31,425 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0826 +[2025-02-27 02:04:31,460 INFO hook.py line 289 943558] Test: [35/78] Loss 0.8580 +[2025-02-27 02:04:31,504 INFO hook.py line 289 943558] Test: [36/78] Loss 1.4756 +[2025-02-27 02:04:31,540 INFO hook.py line 289 943558] Test: [37/78] Loss 1.0900 +[2025-02-27 02:04:31,568 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4040 +[2025-02-27 02:04:31,626 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9834 +[2025-02-27 02:04:31,669 INFO hook.py line 289 943558] Test: [40/78] Loss 2.6804 +[2025-02-27 02:04:31,727 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2932 +[2025-02-27 02:04:31,760 INFO hook.py line 289 943558] Test: [42/78] Loss 0.3580 +[2025-02-27 02:04:31,805 INFO hook.py line 289 943558] Test: [43/78] Loss 0.3985 +[2025-02-27 02:04:31,862 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6974 +[2025-02-27 02:04:31,894 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8105 +[2025-02-27 02:04:31,938 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7921 +[2025-02-27 02:04:31,974 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4726 +[2025-02-27 02:04:32,006 INFO hook.py line 289 943558] Test: [48/78] Loss 1.1669 +[2025-02-27 02:04:32,036 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5552 +[2025-02-27 02:04:32,066 INFO hook.py line 289 943558] Test: [50/78] Loss 1.2134 +[2025-02-27 02:04:32,093 INFO hook.py line 289 943558] Test: [51/78] Loss 1.1221 +[2025-02-27 02:04:32,126 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7776 +[2025-02-27 02:04:32,150 INFO hook.py line 289 943558] Test: [53/78] Loss 0.9022 +[2025-02-27 02:04:32,183 INFO hook.py line 289 943558] Test: [54/78] Loss 1.2392 +[2025-02-27 02:04:32,216 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1992 +[2025-02-27 02:04:32,254 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3699 +[2025-02-27 02:04:32,285 INFO hook.py line 289 943558] Test: [57/78] Loss 1.1649 +[2025-02-27 02:04:32,310 INFO hook.py line 289 943558] Test: [58/78] Loss 0.8051 +[2025-02-27 02:04:32,347 INFO hook.py line 289 943558] Test: [59/78] Loss 1.2035 +[2025-02-27 02:04:32,378 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9626 +[2025-02-27 02:04:32,402 INFO hook.py line 289 943558] Test: [61/78] Loss 1.7810 +[2025-02-27 02:04:32,434 INFO hook.py line 289 943558] Test: [62/78] Loss 1.2768 +[2025-02-27 02:04:32,468 INFO hook.py line 289 943558] Test: [63/78] Loss 1.7637 +[2025-02-27 02:04:32,521 INFO hook.py line 289 943558] Test: [64/78] Loss 2.1663 +[2025-02-27 02:04:32,548 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9066 +[2025-02-27 02:04:32,587 INFO hook.py line 289 943558] Test: [66/78] Loss 0.7692 +[2025-02-27 02:04:32,624 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5610 +[2025-02-27 02:04:32,655 INFO hook.py line 289 943558] Test: [68/78] Loss 1.0875 +[2025-02-27 02:04:32,684 INFO hook.py line 289 943558] Test: [69/78] Loss 0.4302 +[2025-02-27 02:04:32,735 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0802 +[2025-02-27 02:04:32,776 INFO hook.py line 289 943558] Test: [71/78] Loss 1.8715 +[2025-02-27 02:04:32,825 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3719 +[2025-02-27 02:04:32,873 INFO hook.py line 289 943558] Test: [73/78] Loss 1.2865 +[2025-02-27 02:04:32,912 INFO hook.py line 289 943558] Test: [74/78] Loss 1.4261 +[2025-02-27 02:04:32,958 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6264 +[2025-02-27 02:04:32,985 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7503 +[2025-02-27 02:04:33,038 INFO hook.py line 289 943558] Test: [77/78] Loss 0.7725 +[2025-02-27 02:04:33,063 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7895 +[2025-02-27 02:04:34,413 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:04:34,414 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:04:34,414 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] wall : 0.7656 0.8471 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] floor : 0.9504 0.9746 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] cabinet : 0.4557 0.6180 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] bed : 0.6030 0.8089 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] chair : 0.8207 0.8628 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] sofa : 0.6575 0.8606 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] table : 0.5331 0.8572 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] door : 0.4441 0.6148 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] window : 0.5028 0.7113 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] bookshelf : 0.6139 0.7007 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] picture : 0.2690 0.4173 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] counter : 0.4885 0.6602 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] desk : 0.4749 0.5944 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] curtain : 0.4539 0.7459 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] refridgerator : 0.2052 0.2168 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] shower curtain : 0.3533 0.3816 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] toilet : 0.7172 0.7336 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] sink : 0.5429 0.6610 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] bathtub : 0.7844 0.8160 +[2025-02-27 02:04:34,414 INFO hook.py line 232 943558] otherfurniture : 0.2525 0.4021 +[2025-02-27 02:04:34,414 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:04:34,414 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5444/0.6742/0.8199. +[2025-02-27 02:04:34,415 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:04:34,422 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.5444 +[2025-02-27 02:04:34,422 INFO misc.py line 164 943558] Currently Best mIoU: 0.5444 +[2025-02-27 02:04:34,422 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:04:58,200 INFO hook.py line 109 943558] Train: [10/100][50/60] Data 0.002 (0.006) Batch 0.191 (0.304) Remain 00:27:22 loss: 0.9140 Lr: 5.96150e-03 +[2025-02-27 02:05:00,247 INFO misc.py line 135 943558] Train result: loss: 0.8713 +[2025-02-27 02:05:00,324 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:05:19,977 INFO hook.py line 289 943558] Test: [1/78] Loss 0.3053 +[2025-02-27 02:05:21,214 INFO hook.py line 289 943558] Test: [2/78] Loss 0.8394 +[2025-02-27 02:05:21,272 INFO hook.py line 289 943558] Test: [3/78] Loss 0.9816 +[2025-02-27 02:05:21,317 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6339 +[2025-02-27 02:05:21,349 INFO hook.py line 289 943558] Test: [5/78] Loss 0.9415 +[2025-02-27 02:05:21,398 INFO hook.py line 289 943558] Test: [6/78] Loss 1.7121 +[2025-02-27 02:05:21,445 INFO hook.py line 289 943558] Test: [7/78] Loss 0.8024 +[2025-02-27 02:05:21,487 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3619 +[2025-02-27 02:05:21,535 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1853 +[2025-02-27 02:05:21,575 INFO hook.py line 289 943558] Test: [10/78] Loss 1.2680 +[2025-02-27 02:05:21,620 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5742 +[2025-02-27 02:05:21,656 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7353 +[2025-02-27 02:05:21,704 INFO hook.py line 289 943558] Test: [13/78] Loss 1.2646 +[2025-02-27 02:05:21,746 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0102 +[2025-02-27 02:05:21,781 INFO hook.py line 289 943558] Test: [15/78] Loss 2.5798 +[2025-02-27 02:05:21,826 INFO hook.py line 289 943558] Test: [16/78] Loss 0.2307 +[2025-02-27 02:05:21,867 INFO hook.py line 289 943558] Test: [17/78] Loss 0.8412 +[2025-02-27 02:05:21,899 INFO hook.py line 289 943558] Test: [18/78] Loss 1.6750 +[2025-02-27 02:05:21,944 INFO hook.py line 289 943558] Test: [19/78] Loss 1.4228 +[2025-02-27 02:05:21,977 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0149 +[2025-02-27 02:05:22,011 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2644 +[2025-02-27 02:05:22,049 INFO hook.py line 289 943558] Test: [22/78] Loss 1.6012 +[2025-02-27 02:05:22,081 INFO hook.py line 289 943558] Test: [23/78] Loss 1.2314 +[2025-02-27 02:05:22,122 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1142 +[2025-02-27 02:05:22,161 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1649 +[2025-02-27 02:05:22,201 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7738 +[2025-02-27 02:05:22,250 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3913 +[2025-02-27 02:05:22,294 INFO hook.py line 289 943558] Test: [28/78] Loss 1.8920 +[2025-02-27 02:05:22,324 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2992 +[2025-02-27 02:05:22,379 INFO hook.py line 289 943558] Test: [30/78] Loss 0.8700 +[2025-02-27 02:05:22,433 INFO hook.py line 289 943558] Test: [31/78] Loss 0.6427 +[2025-02-27 02:05:22,466 INFO hook.py line 289 943558] Test: [32/78] Loss 0.9795 +[2025-02-27 02:05:22,525 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3698 +[2025-02-27 02:05:22,572 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0160 +[2025-02-27 02:05:22,612 INFO hook.py line 289 943558] Test: [35/78] Loss 0.9039 +[2025-02-27 02:05:22,655 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0415 +[2025-02-27 02:05:22,700 INFO hook.py line 289 943558] Test: [37/78] Loss 0.8656 +[2025-02-27 02:05:22,728 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3713 +[2025-02-27 02:05:22,796 INFO hook.py line 289 943558] Test: [39/78] Loss 1.8778 +[2025-02-27 02:05:22,839 INFO hook.py line 289 943558] Test: [40/78] Loss 2.0304 +[2025-02-27 02:05:22,888 INFO hook.py line 289 943558] Test: [41/78] Loss 1.4156 +[2025-02-27 02:05:22,924 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2208 +[2025-02-27 02:05:22,966 INFO hook.py line 289 943558] Test: [43/78] Loss 0.3053 +[2025-02-27 02:05:23,017 INFO hook.py line 289 943558] Test: [44/78] Loss 1.0009 +[2025-02-27 02:05:23,058 INFO hook.py line 289 943558] Test: [45/78] Loss 0.9327 +[2025-02-27 02:05:23,106 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7400 +[2025-02-27 02:05:23,141 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9805 +[2025-02-27 02:05:23,175 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8257 +[2025-02-27 02:05:23,206 INFO hook.py line 289 943558] Test: [49/78] Loss 0.8464 +[2025-02-27 02:05:23,235 INFO hook.py line 289 943558] Test: [50/78] Loss 1.5085 +[2025-02-27 02:05:23,263 INFO hook.py line 289 943558] Test: [51/78] Loss 2.3424 +[2025-02-27 02:05:23,296 INFO hook.py line 289 943558] Test: [52/78] Loss 1.3065 +[2025-02-27 02:05:23,320 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6206 +[2025-02-27 02:05:23,353 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0140 +[2025-02-27 02:05:23,388 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1160 +[2025-02-27 02:05:23,426 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5691 +[2025-02-27 02:05:23,456 INFO hook.py line 289 943558] Test: [57/78] Loss 0.8331 +[2025-02-27 02:05:23,481 INFO hook.py line 289 943558] Test: [58/78] Loss 0.6956 +[2025-02-27 02:05:23,518 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9175 +[2025-02-27 02:05:23,549 INFO hook.py line 289 943558] Test: [60/78] Loss 1.0269 +[2025-02-27 02:05:23,572 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6942 +[2025-02-27 02:05:23,604 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8601 +[2025-02-27 02:05:23,638 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2487 +[2025-02-27 02:05:23,691 INFO hook.py line 289 943558] Test: [64/78] Loss 1.9416 +[2025-02-27 02:05:23,718 INFO hook.py line 289 943558] Test: [65/78] Loss 1.8069 +[2025-02-27 02:05:23,756 INFO hook.py line 289 943558] Test: [66/78] Loss 0.7715 +[2025-02-27 02:05:23,793 INFO hook.py line 289 943558] Test: [67/78] Loss 0.7245 +[2025-02-27 02:05:23,824 INFO hook.py line 289 943558] Test: [68/78] Loss 1.3886 +[2025-02-27 02:05:23,852 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2892 +[2025-02-27 02:05:23,905 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0821 +[2025-02-27 02:05:23,945 INFO hook.py line 289 943558] Test: [71/78] Loss 1.2484 +[2025-02-27 02:05:23,993 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8532 +[2025-02-27 02:05:24,040 INFO hook.py line 289 943558] Test: [73/78] Loss 0.6354 +[2025-02-27 02:05:24,078 INFO hook.py line 289 943558] Test: [74/78] Loss 1.7884 +[2025-02-27 02:05:24,124 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5943 +[2025-02-27 02:05:24,151 INFO hook.py line 289 943558] Test: [76/78] Loss 1.1759 +[2025-02-27 02:05:24,204 INFO hook.py line 289 943558] Test: [77/78] Loss 1.0489 +[2025-02-27 02:05:24,230 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8209 +[2025-02-27 02:05:25,599 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:05:25,599 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:05:25,599 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] wall : 0.7664 0.9116 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] floor : 0.9553 0.9822 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] cabinet : 0.4219 0.6152 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] bed : 0.5588 0.6119 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] chair : 0.8345 0.9078 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] sofa : 0.7185 0.7891 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] table : 0.5802 0.7195 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] door : 0.4842 0.5483 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] window : 0.4419 0.5745 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] bookshelf : 0.4747 0.7746 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] picture : 0.2885 0.3783 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] counter : 0.4337 0.7781 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] desk : 0.4152 0.7552 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] curtain : 0.3187 0.3345 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] refridgerator : 0.2289 0.2312 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] shower curtain : 0.4832 0.5408 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] toilet : 0.7259 0.9284 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] sink : 0.4726 0.5162 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] bathtub : 0.8052 0.8229 +[2025-02-27 02:05:25,600 INFO hook.py line 232 943558] otherfurniture : 0.2348 0.3210 +[2025-02-27 02:05:25,600 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:05:25,600 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5322/0.6521/0.8215. +[2025-02-27 02:05:25,601 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:05:25,614 INFO misc.py line 164 943558] Currently Best mIoU: 0.5444 +[2025-02-27 02:05:25,615 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:05:48,773 INFO hook.py line 109 943558] Train: [11/100][50/60] Data 0.001 (0.005) Batch 0.201 (0.306) Remain 00:27:17 loss: 1.0949 Lr: 5.94404e-03 +[2025-02-27 02:05:50,867 INFO misc.py line 135 943558] Train result: loss: 0.8440 +[2025-02-27 02:05:50,945 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:06:08,879 INFO hook.py line 289 943558] Test: [1/78] Loss 0.7169 +[2025-02-27 02:06:09,161 INFO hook.py line 289 943558] Test: [2/78] Loss 1.0889 +[2025-02-27 02:06:09,199 INFO hook.py line 289 943558] Test: [3/78] Loss 0.8953 +[2025-02-27 02:06:09,244 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6905 +[2025-02-27 02:06:09,287 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7717 +[2025-02-27 02:06:09,345 INFO hook.py line 289 943558] Test: [6/78] Loss 1.9278 +[2025-02-27 02:06:09,471 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7735 +[2025-02-27 02:06:09,498 INFO hook.py line 289 943558] Test: [8/78] Loss 0.6279 +[2025-02-27 02:06:09,537 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4854 +[2025-02-27 02:06:09,581 INFO hook.py line 289 943558] Test: [10/78] Loss 1.2549 +[2025-02-27 02:06:10,287 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5381 +[2025-02-27 02:06:10,328 INFO hook.py line 289 943558] Test: [12/78] Loss 0.8246 +[2025-02-27 02:06:10,373 INFO hook.py line 289 943558] Test: [13/78] Loss 0.7899 +[2025-02-27 02:06:10,407 INFO hook.py line 289 943558] Test: [14/78] Loss 2.3473 +[2025-02-27 02:06:10,449 INFO hook.py line 289 943558] Test: [15/78] Loss 2.9441 +[2025-02-27 02:06:10,492 INFO hook.py line 289 943558] Test: [16/78] Loss 0.7440 +[2025-02-27 02:06:10,529 INFO hook.py line 289 943558] Test: [17/78] Loss 1.5953 +[2025-02-27 02:06:10,560 INFO hook.py line 289 943558] Test: [18/78] Loss 1.7535 +[2025-02-27 02:06:10,603 INFO hook.py line 289 943558] Test: [19/78] Loss 1.8329 +[2025-02-27 02:06:10,636 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0797 +[2025-02-27 02:06:10,669 INFO hook.py line 289 943558] Test: [21/78] Loss 0.5946 +[2025-02-27 02:06:10,705 INFO hook.py line 289 943558] Test: [22/78] Loss 2.0682 +[2025-02-27 02:06:10,732 INFO hook.py line 289 943558] Test: [23/78] Loss 1.3048 +[2025-02-27 02:06:10,774 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3958 +[2025-02-27 02:06:10,821 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8124 +[2025-02-27 02:06:10,857 INFO hook.py line 289 943558] Test: [26/78] Loss 1.4560 +[2025-02-27 02:06:10,905 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5009 +[2025-02-27 02:06:10,936 INFO hook.py line 289 943558] Test: [28/78] Loss 2.8323 +[2025-02-27 02:06:10,962 INFO hook.py line 289 943558] Test: [29/78] Loss 0.5439 +[2025-02-27 02:06:11,014 INFO hook.py line 289 943558] Test: [30/78] Loss 0.8673 +[2025-02-27 02:06:11,067 INFO hook.py line 289 943558] Test: [31/78] Loss 1.0620 +[2025-02-27 02:06:11,101 INFO hook.py line 289 943558] Test: [32/78] Loss 1.2245 +[2025-02-27 02:06:11,149 INFO hook.py line 289 943558] Test: [33/78] Loss 0.8514 +[2025-02-27 02:06:11,185 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1890 +[2025-02-27 02:06:11,219 INFO hook.py line 289 943558] Test: [35/78] Loss 0.8746 +[2025-02-27 02:06:11,256 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1902 +[2025-02-27 02:06:11,290 INFO hook.py line 289 943558] Test: [37/78] Loss 0.7781 +[2025-02-27 02:06:11,317 INFO hook.py line 289 943558] Test: [38/78] Loss 0.8131 +[2025-02-27 02:06:11,375 INFO hook.py line 289 943558] Test: [39/78] Loss 1.6726 +[2025-02-27 02:06:11,419 INFO hook.py line 289 943558] Test: [40/78] Loss 2.3054 +[2025-02-27 02:06:11,469 INFO hook.py line 289 943558] Test: [41/78] Loss 1.5537 +[2025-02-27 02:06:11,499 INFO hook.py line 289 943558] Test: [42/78] Loss 0.4383 +[2025-02-27 02:06:11,541 INFO hook.py line 289 943558] Test: [43/78] Loss 0.4774 +[2025-02-27 02:06:11,591 INFO hook.py line 289 943558] Test: [44/78] Loss 0.9970 +[2025-02-27 02:06:11,626 INFO hook.py line 289 943558] Test: [45/78] Loss 0.9680 +[2025-02-27 02:06:11,668 INFO hook.py line 289 943558] Test: [46/78] Loss 1.2258 +[2025-02-27 02:06:11,703 INFO hook.py line 289 943558] Test: [47/78] Loss 2.8193 +[2025-02-27 02:06:11,732 INFO hook.py line 289 943558] Test: [48/78] Loss 1.4525 +[2025-02-27 02:06:11,761 INFO hook.py line 289 943558] Test: [49/78] Loss 2.0967 +[2025-02-27 02:06:11,788 INFO hook.py line 289 943558] Test: [50/78] Loss 1.4338 +[2025-02-27 02:06:11,813 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7210 +[2025-02-27 02:06:11,842 INFO hook.py line 289 943558] Test: [52/78] Loss 1.3673 +[2025-02-27 02:06:11,864 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6771 +[2025-02-27 02:06:11,894 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6189 +[2025-02-27 02:06:11,926 INFO hook.py line 289 943558] Test: [55/78] Loss 0.2468 +[2025-02-27 02:06:11,962 INFO hook.py line 289 943558] Test: [56/78] Loss 0.7953 +[2025-02-27 02:06:11,990 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6829 +[2025-02-27 02:06:12,013 INFO hook.py line 289 943558] Test: [58/78] Loss 2.0232 +[2025-02-27 02:06:12,047 INFO hook.py line 289 943558] Test: [59/78] Loss 1.2099 +[2025-02-27 02:06:12,076 INFO hook.py line 289 943558] Test: [60/78] Loss 1.2815 +[2025-02-27 02:06:12,097 INFO hook.py line 289 943558] Test: [61/78] Loss 3.3715 +[2025-02-27 02:06:12,126 INFO hook.py line 289 943558] Test: [62/78] Loss 0.9321 +[2025-02-27 02:06:12,158 INFO hook.py line 289 943558] Test: [63/78] Loss 2.4111 +[2025-02-27 02:06:12,209 INFO hook.py line 289 943558] Test: [64/78] Loss 2.8515 +[2025-02-27 02:06:12,233 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1803 +[2025-02-27 02:06:12,269 INFO hook.py line 289 943558] Test: [66/78] Loss 1.2679 +[2025-02-27 02:06:12,302 INFO hook.py line 289 943558] Test: [67/78] Loss 0.9691 +[2025-02-27 02:06:12,332 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8252 +[2025-02-27 02:06:12,358 INFO hook.py line 289 943558] Test: [69/78] Loss 0.4893 +[2025-02-27 02:06:12,408 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9242 +[2025-02-27 02:06:12,446 INFO hook.py line 289 943558] Test: [71/78] Loss 2.5265 +[2025-02-27 02:06:12,492 INFO hook.py line 289 943558] Test: [72/78] Loss 1.1363 +[2025-02-27 02:06:12,537 INFO hook.py line 289 943558] Test: [73/78] Loss 1.0930 +[2025-02-27 02:06:12,574 INFO hook.py line 289 943558] Test: [74/78] Loss 1.3915 +[2025-02-27 02:06:12,618 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5909 +[2025-02-27 02:06:12,643 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0342 +[2025-02-27 02:06:12,694 INFO hook.py line 289 943558] Test: [77/78] Loss 1.5487 +[2025-02-27 02:06:12,718 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5288 +[2025-02-27 02:06:13,929 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:06:13,929 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:06:13,929 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] wall : 0.6343 0.6663 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] floor : 0.9540 0.9784 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] cabinet : 0.2138 0.7971 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] bed : 0.7071 0.7823 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] chair : 0.7972 0.8126 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] sofa : 0.6907 0.7770 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] table : 0.5673 0.7436 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] door : 0.4350 0.5309 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] window : 0.4194 0.6188 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] bookshelf : 0.3589 0.5004 +[2025-02-27 02:06:13,930 INFO hook.py line 232 943558] picture : 0.2773 0.3548 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] counter : 0.4576 0.8057 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] desk : 0.4758 0.6804 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] curtain : 0.4668 0.6633 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] refridgerator : 0.1731 0.6228 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] shower curtain : 0.5183 0.6347 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] toilet : 0.8679 0.8984 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] sink : 0.5683 0.6189 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] bathtub : 0.8176 0.8927 +[2025-02-27 02:06:13,931 INFO hook.py line 232 943558] otherfurniture : 0.2482 0.3781 +[2025-02-27 02:06:13,931 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:06:13,931 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5324/0.6879/0.7535. +[2025-02-27 02:06:13,932 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:06:13,944 INFO misc.py line 164 943558] Currently Best mIoU: 0.5444 +[2025-02-27 02:06:13,944 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:06:35,856 INFO hook.py line 109 943558] Train: [12/100][50/60] Data 0.002 (0.005) Batch 0.330 (0.328) Remain 00:28:54 loss: 0.7970 Lr: 5.92337e-03 +[2025-02-27 02:06:38,888 INFO misc.py line 135 943558] Train result: loss: 0.8477 +[2025-02-27 02:06:38,990 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:06:58,994 INFO hook.py line 289 943558] Test: [1/78] Loss 0.3023 +[2025-02-27 02:06:59,043 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6677 +[2025-02-27 02:06:59,081 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3926 +[2025-02-27 02:06:59,132 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5158 +[2025-02-27 02:06:59,171 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6127 +[2025-02-27 02:06:59,230 INFO hook.py line 289 943558] Test: [6/78] Loss 1.4724 +[2025-02-27 02:06:59,288 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5663 +[2025-02-27 02:06:59,329 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3601 +[2025-02-27 02:06:59,379 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2099 +[2025-02-27 02:07:06,977 INFO hook.py line 289 943558] Test: [10/78] Loss 1.0680 +[2025-02-27 02:07:07,949 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6521 +[2025-02-27 02:07:07,995 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7881 +[2025-02-27 02:07:08,106 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4923 +[2025-02-27 02:07:08,158 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8399 +[2025-02-27 02:07:08,194 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0115 +[2025-02-27 02:07:08,267 INFO hook.py line 289 943558] Test: [16/78] Loss 0.2745 +[2025-02-27 02:07:08,305 INFO hook.py line 289 943558] Test: [17/78] Loss 1.0725 +[2025-02-27 02:07:08,341 INFO hook.py line 289 943558] Test: [18/78] Loss 1.7126 +[2025-02-27 02:07:08,395 INFO hook.py line 289 943558] Test: [19/78] Loss 0.9239 +[2025-02-27 02:07:08,437 INFO hook.py line 289 943558] Test: [20/78] Loss 0.7758 +[2025-02-27 02:07:08,472 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2844 +[2025-02-27 02:07:08,509 INFO hook.py line 289 943558] Test: [22/78] Loss 1.5564 +[2025-02-27 02:07:08,540 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8041 +[2025-02-27 02:07:08,581 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1161 +[2025-02-27 02:07:08,623 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2757 +[2025-02-27 02:07:08,673 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8267 +[2025-02-27 02:07:08,727 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1777 +[2025-02-27 02:07:08,762 INFO hook.py line 289 943558] Test: [28/78] Loss 3.0147 +[2025-02-27 02:07:08,793 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3964 +[2025-02-27 02:07:08,851 INFO hook.py line 289 943558] Test: [30/78] Loss 0.7961 +[2025-02-27 02:07:08,907 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4624 +[2025-02-27 02:07:08,942 INFO hook.py line 289 943558] Test: [32/78] Loss 2.1124 +[2025-02-27 02:07:08,992 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3993 +[2025-02-27 02:07:09,028 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0231 +[2025-02-27 02:07:09,073 INFO hook.py line 289 943558] Test: [35/78] Loss 0.6383 +[2025-02-27 02:07:09,121 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1339 +[2025-02-27 02:07:09,167 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5738 +[2025-02-27 02:07:09,203 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3509 +[2025-02-27 02:07:09,264 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9784 +[2025-02-27 02:07:09,310 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5198 +[2025-02-27 02:07:09,352 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1854 +[2025-02-27 02:07:09,383 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2840 +[2025-02-27 02:07:09,418 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2790 +[2025-02-27 02:07:09,470 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5901 +[2025-02-27 02:07:09,505 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6768 +[2025-02-27 02:07:09,548 INFO hook.py line 289 943558] Test: [46/78] Loss 0.9124 +[2025-02-27 02:07:09,584 INFO hook.py line 289 943558] Test: [47/78] Loss 1.3949 +[2025-02-27 02:07:09,616 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8021 +[2025-02-27 02:07:09,648 INFO hook.py line 289 943558] Test: [49/78] Loss 0.8598 +[2025-02-27 02:07:09,681 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7251 +[2025-02-27 02:07:09,709 INFO hook.py line 289 943558] Test: [51/78] Loss 1.1715 +[2025-02-27 02:07:09,743 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8346 +[2025-02-27 02:07:09,767 INFO hook.py line 289 943558] Test: [53/78] Loss 0.7346 +[2025-02-27 02:07:09,800 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6910 +[2025-02-27 02:07:09,835 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1086 +[2025-02-27 02:07:09,874 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5279 +[2025-02-27 02:07:09,905 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6673 +[2025-02-27 02:07:09,931 INFO hook.py line 289 943558] Test: [58/78] Loss 0.8279 +[2025-02-27 02:07:09,968 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0628 +[2025-02-27 02:07:10,000 INFO hook.py line 289 943558] Test: [60/78] Loss 1.0235 +[2025-02-27 02:07:10,044 INFO hook.py line 289 943558] Test: [61/78] Loss 3.5247 +[2025-02-27 02:07:10,076 INFO hook.py line 289 943558] Test: [62/78] Loss 1.0511 +[2025-02-27 02:07:10,112 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2732 +[2025-02-27 02:07:10,166 INFO hook.py line 289 943558] Test: [64/78] Loss 2.0499 +[2025-02-27 02:07:10,193 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9902 +[2025-02-27 02:07:10,231 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4399 +[2025-02-27 02:07:10,268 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5934 +[2025-02-27 02:07:10,298 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6581 +[2025-02-27 02:07:10,327 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3061 +[2025-02-27 02:07:10,378 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0424 +[2025-02-27 02:07:10,418 INFO hook.py line 289 943558] Test: [71/78] Loss 1.7839 +[2025-02-27 02:07:10,466 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6100 +[2025-02-27 02:07:10,514 INFO hook.py line 289 943558] Test: [73/78] Loss 1.2163 +[2025-02-27 02:07:10,552 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8101 +[2025-02-27 02:07:10,599 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5601 +[2025-02-27 02:07:10,628 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8976 +[2025-02-27 02:07:10,682 INFO hook.py line 289 943558] Test: [77/78] Loss 0.7662 +[2025-02-27 02:07:10,708 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5971 +[2025-02-27 02:07:12,517 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:07:12,518 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:07:12,519 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] wall : 0.7648 0.8830 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] floor : 0.9476 0.9874 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] cabinet : 0.4812 0.6713 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] bed : 0.6281 0.7223 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] chair : 0.8411 0.8970 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] sofa : 0.7246 0.8290 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] table : 0.6054 0.6818 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] door : 0.5040 0.7400 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] window : 0.5130 0.7047 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] bookshelf : 0.4958 0.5648 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] picture : 0.2981 0.4374 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] counter : 0.5155 0.6639 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] desk : 0.4771 0.7743 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] curtain : 0.4739 0.8224 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] refridgerator : 0.3727 0.4025 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] shower curtain : 0.3785 0.4336 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] toilet : 0.8313 0.8344 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] sink : 0.5569 0.5913 +[2025-02-27 02:07:12,519 INFO hook.py line 232 943558] bathtub : 0.8430 0.8593 +[2025-02-27 02:07:12,520 INFO hook.py line 232 943558] otherfurniture : 0.2477 0.3084 +[2025-02-27 02:07:12,520 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:07:12,520 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5750/0.6904/0.8323. +[2025-02-27 02:07:12,520 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:07:12,531 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.5750 +[2025-02-27 02:07:12,531 INFO misc.py line 164 943558] Currently Best mIoU: 0.5750 +[2025-02-27 02:07:12,531 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:07:36,098 INFO hook.py line 109 943558] Train: [13/100][50/60] Data 0.001 (0.009) Batch 0.218 (0.311) Remain 00:27:07 loss: 0.8306 Lr: 5.89949e-03 +[2025-02-27 02:07:38,219 INFO misc.py line 135 943558] Train result: loss: 0.8201 +[2025-02-27 02:07:38,309 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:07:57,689 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2397 +[2025-02-27 02:07:57,741 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5348 +[2025-02-27 02:07:57,781 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3712 +[2025-02-27 02:07:57,828 INFO hook.py line 289 943558] Test: [4/78] Loss 0.8579 +[2025-02-27 02:07:57,875 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6131 +[2025-02-27 02:07:57,926 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3392 +[2025-02-27 02:07:57,981 INFO hook.py line 289 943558] Test: [7/78] Loss 1.3971 +[2025-02-27 02:07:58,022 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3230 +[2025-02-27 02:07:58,079 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0300 +[2025-02-27 02:07:58,127 INFO hook.py line 289 943558] Test: [10/78] Loss 1.4015 +[2025-02-27 02:07:58,171 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4567 +[2025-02-27 02:07:58,216 INFO hook.py line 289 943558] Test: [12/78] Loss 0.9918 +[2025-02-27 02:07:58,275 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4403 +[2025-02-27 02:07:58,325 INFO hook.py line 289 943558] Test: [14/78] Loss 1.1516 +[2025-02-27 02:07:58,479 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9612 +[2025-02-27 02:07:58,755 INFO hook.py line 289 943558] Test: [16/78] Loss 0.3163 +[2025-02-27 02:07:58,792 INFO hook.py line 289 943558] Test: [17/78] Loss 0.8404 +[2025-02-27 02:07:58,826 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0418 +[2025-02-27 02:07:58,869 INFO hook.py line 289 943558] Test: [19/78] Loss 1.5557 +[2025-02-27 02:07:58,902 INFO hook.py line 289 943558] Test: [20/78] Loss 0.9721 +[2025-02-27 02:07:58,941 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3535 +[2025-02-27 02:07:58,980 INFO hook.py line 289 943558] Test: [22/78] Loss 1.6510 +[2025-02-27 02:07:59,021 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8698 +[2025-02-27 02:07:59,071 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3400 +[2025-02-27 02:07:59,114 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1994 +[2025-02-27 02:07:59,160 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9495 +[2025-02-27 02:07:59,209 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1038 +[2025-02-27 02:07:59,244 INFO hook.py line 289 943558] Test: [28/78] Loss 3.0160 +[2025-02-27 02:07:59,274 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3476 +[2025-02-27 02:07:59,328 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5466 +[2025-02-27 02:07:59,382 INFO hook.py line 289 943558] Test: [31/78] Loss 0.6542 +[2025-02-27 02:07:59,416 INFO hook.py line 289 943558] Test: [32/78] Loss 1.1031 +[2025-02-27 02:07:59,471 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2580 +[2025-02-27 02:07:59,507 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9335 +[2025-02-27 02:07:59,541 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3854 +[2025-02-27 02:07:59,579 INFO hook.py line 289 943558] Test: [36/78] Loss 1.4406 +[2025-02-27 02:07:59,631 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4998 +[2025-02-27 02:07:59,661 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3238 +[2025-02-27 02:07:59,719 INFO hook.py line 289 943558] Test: [39/78] Loss 1.6083 +[2025-02-27 02:07:59,762 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5095 +[2025-02-27 02:07:59,802 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3048 +[2025-02-27 02:07:59,839 INFO hook.py line 289 943558] Test: [42/78] Loss 0.3152 +[2025-02-27 02:07:59,879 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2601 +[2025-02-27 02:07:59,930 INFO hook.py line 289 943558] Test: [44/78] Loss 0.9746 +[2025-02-27 02:07:59,970 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5201 +[2025-02-27 02:08:00,015 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7705 +[2025-02-27 02:08:00,050 INFO hook.py line 289 943558] Test: [47/78] Loss 1.4127 +[2025-02-27 02:08:00,082 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7408 +[2025-02-27 02:08:00,112 INFO hook.py line 289 943558] Test: [49/78] Loss 1.3806 +[2025-02-27 02:08:00,142 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9878 +[2025-02-27 02:08:00,170 INFO hook.py line 289 943558] Test: [51/78] Loss 0.6014 +[2025-02-27 02:08:00,202 INFO hook.py line 289 943558] Test: [52/78] Loss 1.1034 +[2025-02-27 02:08:00,227 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3128 +[2025-02-27 02:08:00,260 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6976 +[2025-02-27 02:08:00,295 INFO hook.py line 289 943558] Test: [55/78] Loss 0.5841 +[2025-02-27 02:08:00,333 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2572 +[2025-02-27 02:08:00,363 INFO hook.py line 289 943558] Test: [57/78] Loss 1.1729 +[2025-02-27 02:08:00,388 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5287 +[2025-02-27 02:08:00,427 INFO hook.py line 289 943558] Test: [59/78] Loss 1.3704 +[2025-02-27 02:08:00,458 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7728 +[2025-02-27 02:08:00,482 INFO hook.py line 289 943558] Test: [61/78] Loss 2.8014 +[2025-02-27 02:08:00,514 INFO hook.py line 289 943558] Test: [62/78] Loss 0.9547 +[2025-02-27 02:08:00,550 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5265 +[2025-02-27 02:08:00,603 INFO hook.py line 289 943558] Test: [64/78] Loss 2.5379 +[2025-02-27 02:08:00,629 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9509 +[2025-02-27 02:08:00,668 INFO hook.py line 289 943558] Test: [66/78] Loss 1.1513 +[2025-02-27 02:08:00,704 INFO hook.py line 289 943558] Test: [67/78] Loss 0.6802 +[2025-02-27 02:08:00,736 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7920 +[2025-02-27 02:08:00,771 INFO hook.py line 289 943558] Test: [69/78] Loss 0.4609 +[2025-02-27 02:08:00,822 INFO hook.py line 289 943558] Test: [70/78] Loss 1.3250 +[2025-02-27 02:08:00,863 INFO hook.py line 289 943558] Test: [71/78] Loss 1.5385 +[2025-02-27 02:08:00,911 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5420 +[2025-02-27 02:08:00,959 INFO hook.py line 289 943558] Test: [73/78] Loss 0.7195 +[2025-02-27 02:08:00,998 INFO hook.py line 289 943558] Test: [74/78] Loss 1.5641 +[2025-02-27 02:08:01,044 INFO hook.py line 289 943558] Test: [75/78] Loss 0.7789 +[2025-02-27 02:08:01,072 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8549 +[2025-02-27 02:08:01,125 INFO hook.py line 289 943558] Test: [77/78] Loss 0.7984 +[2025-02-27 02:08:01,152 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6885 +[2025-02-27 02:08:02,980 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:08:02,980 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:08:02,980 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:08:02,980 INFO hook.py line 232 943558] wall : 0.7789 0.8680 +[2025-02-27 02:08:02,980 INFO hook.py line 232 943558] floor : 0.9519 0.9862 +[2025-02-27 02:08:02,980 INFO hook.py line 232 943558] cabinet : 0.4614 0.5883 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] bed : 0.6569 0.8106 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] chair : 0.8401 0.8918 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] sofa : 0.7224 0.8331 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] table : 0.5315 0.7947 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] door : 0.5092 0.7676 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] window : 0.4845 0.6387 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] bookshelf : 0.6268 0.7220 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] picture : 0.3224 0.4812 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] counter : 0.4596 0.5099 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] desk : 0.4292 0.4987 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] curtain : 0.4878 0.7972 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] refridgerator : 0.2273 0.2292 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] shower curtain : 0.4678 0.5297 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] toilet : 0.8693 0.9653 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] sink : 0.5731 0.6509 +[2025-02-27 02:08:02,981 INFO hook.py line 232 943558] bathtub : 0.8735 0.9094 +[2025-02-27 02:08:02,984 INFO hook.py line 232 943558] otherfurniture : 0.2912 0.4337 +[2025-02-27 02:08:02,984 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:08:02,984 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5782/0.6953/0.8337. +[2025-02-27 02:08:02,984 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:08:02,986 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.5782 +[2025-02-27 02:08:02,986 INFO misc.py line 164 943558] Currently Best mIoU: 0.5782 +[2025-02-27 02:08:02,986 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:08:26,435 INFO hook.py line 109 943558] Train: [14/100][50/60] Data 0.001 (0.006) Batch 0.209 (0.304) Remain 00:26:10 loss: 0.8094 Lr: 5.87245e-03 +[2025-02-27 02:08:28,624 INFO misc.py line 135 943558] Train result: loss: 0.7508 +[2025-02-27 02:08:28,704 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:08:47,374 INFO hook.py line 289 943558] Test: [1/78] Loss 0.4049 +[2025-02-27 02:08:47,434 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6088 +[2025-02-27 02:08:47,497 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3551 +[2025-02-27 02:08:47,560 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6879 +[2025-02-27 02:08:47,888 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5288 +[2025-02-27 02:08:48,569 INFO hook.py line 289 943558] Test: [6/78] Loss 2.4459 +[2025-02-27 02:08:48,709 INFO hook.py line 289 943558] Test: [7/78] Loss 0.8032 +[2025-02-27 02:08:48,744 INFO hook.py line 289 943558] Test: [8/78] Loss 0.5483 +[2025-02-27 02:08:48,794 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1704 +[2025-02-27 02:08:48,834 INFO hook.py line 289 943558] Test: [10/78] Loss 0.9210 +[2025-02-27 02:08:48,878 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5823 +[2025-02-27 02:08:48,927 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6367 +[2025-02-27 02:08:48,974 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6584 +[2025-02-27 02:08:49,023 INFO hook.py line 289 943558] Test: [14/78] Loss 1.5431 +[2025-02-27 02:08:49,059 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7587 +[2025-02-27 02:08:49,103 INFO hook.py line 289 943558] Test: [16/78] Loss 0.8383 +[2025-02-27 02:08:49,141 INFO hook.py line 289 943558] Test: [17/78] Loss 1.4174 +[2025-02-27 02:08:49,173 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9554 +[2025-02-27 02:08:49,213 INFO hook.py line 289 943558] Test: [19/78] Loss 1.3284 +[2025-02-27 02:08:49,247 INFO hook.py line 289 943558] Test: [20/78] Loss 0.8468 +[2025-02-27 02:08:49,288 INFO hook.py line 289 943558] Test: [21/78] Loss 0.4021 +[2025-02-27 02:08:49,331 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4079 +[2025-02-27 02:08:49,364 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0437 +[2025-02-27 02:08:49,422 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5264 +[2025-02-27 02:08:49,470 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0023 +[2025-02-27 02:08:49,509 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0823 +[2025-02-27 02:08:49,557 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4806 +[2025-02-27 02:08:49,589 INFO hook.py line 289 943558] Test: [28/78] Loss 2.7029 +[2025-02-27 02:08:49,622 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4554 +[2025-02-27 02:08:49,675 INFO hook.py line 289 943558] Test: [30/78] Loss 0.6626 +[2025-02-27 02:08:49,729 INFO hook.py line 289 943558] Test: [31/78] Loss 0.6977 +[2025-02-27 02:08:49,765 INFO hook.py line 289 943558] Test: [32/78] Loss 1.3925 +[2025-02-27 02:08:49,815 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4783 +[2025-02-27 02:08:49,851 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9012 +[2025-02-27 02:08:49,886 INFO hook.py line 289 943558] Test: [35/78] Loss 1.1365 +[2025-02-27 02:08:49,931 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8318 +[2025-02-27 02:08:49,967 INFO hook.py line 289 943558] Test: [37/78] Loss 0.7365 +[2025-02-27 02:08:50,001 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4056 +[2025-02-27 02:08:50,059 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7202 +[2025-02-27 02:08:50,109 INFO hook.py line 289 943558] Test: [40/78] Loss 1.3324 +[2025-02-27 02:08:50,149 INFO hook.py line 289 943558] Test: [41/78] Loss 1.6500 +[2025-02-27 02:08:50,175 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1894 +[2025-02-27 02:08:50,211 INFO hook.py line 289 943558] Test: [43/78] Loss 0.4592 +[2025-02-27 02:08:50,264 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5993 +[2025-02-27 02:08:50,309 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8103 +[2025-02-27 02:08:50,359 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7176 +[2025-02-27 02:08:50,401 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9879 +[2025-02-27 02:08:50,434 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7484 +[2025-02-27 02:08:50,465 INFO hook.py line 289 943558] Test: [49/78] Loss 1.0377 +[2025-02-27 02:08:50,494 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6954 +[2025-02-27 02:08:50,523 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2790 +[2025-02-27 02:08:50,555 INFO hook.py line 289 943558] Test: [52/78] Loss 1.0358 +[2025-02-27 02:08:50,580 INFO hook.py line 289 943558] Test: [53/78] Loss 0.7428 +[2025-02-27 02:08:50,613 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1743 +[2025-02-27 02:08:50,648 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1406 +[2025-02-27 02:08:50,686 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5377 +[2025-02-27 02:08:50,724 INFO hook.py line 289 943558] Test: [57/78] Loss 1.1916 +[2025-02-27 02:08:50,762 INFO hook.py line 289 943558] Test: [58/78] Loss 0.7049 +[2025-02-27 02:08:50,802 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0110 +[2025-02-27 02:08:50,834 INFO hook.py line 289 943558] Test: [60/78] Loss 1.0077 +[2025-02-27 02:08:50,857 INFO hook.py line 289 943558] Test: [61/78] Loss 3.1599 +[2025-02-27 02:08:50,890 INFO hook.py line 289 943558] Test: [62/78] Loss 1.0338 +[2025-02-27 02:08:50,924 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2581 +[2025-02-27 02:08:50,978 INFO hook.py line 289 943558] Test: [64/78] Loss 2.0564 +[2025-02-27 02:08:51,005 INFO hook.py line 289 943558] Test: [65/78] Loss 1.4375 +[2025-02-27 02:08:51,043 INFO hook.py line 289 943558] Test: [66/78] Loss 1.0040 +[2025-02-27 02:08:51,079 INFO hook.py line 289 943558] Test: [67/78] Loss 0.6208 +[2025-02-27 02:08:51,111 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7256 +[2025-02-27 02:08:51,139 INFO hook.py line 289 943558] Test: [69/78] Loss 0.1983 +[2025-02-27 02:08:51,190 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0891 +[2025-02-27 02:08:51,231 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9894 +[2025-02-27 02:08:51,279 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5331 +[2025-02-27 02:08:51,326 INFO hook.py line 289 943558] Test: [73/78] Loss 1.2828 +[2025-02-27 02:08:51,365 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1710 +[2025-02-27 02:08:51,411 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5346 +[2025-02-27 02:08:51,438 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8999 +[2025-02-27 02:08:51,491 INFO hook.py line 289 943558] Test: [77/78] Loss 0.9679 +[2025-02-27 02:08:51,517 INFO hook.py line 289 943558] Test: [78/78] Loss 0.4692 +[2025-02-27 02:08:52,897 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:08:52,898 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:08:52,898 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] wall : 0.7676 0.8683 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] floor : 0.9551 0.9838 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] cabinet : 0.4320 0.5811 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] bed : 0.5897 0.8469 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] chair : 0.8022 0.8555 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] sofa : 0.6500 0.6993 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] table : 0.5515 0.7811 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] door : 0.4316 0.8129 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] window : 0.5157 0.6523 +[2025-02-27 02:08:52,898 INFO hook.py line 232 943558] bookshelf : 0.5711 0.6530 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] picture : 0.3204 0.4726 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] counter : 0.4906 0.6697 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] desk : 0.4786 0.6986 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] curtain : 0.5465 0.6182 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] refridgerator : 0.3595 0.5421 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] shower curtain : 0.4407 0.5229 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] toilet : 0.8460 0.8636 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] sink : 0.5173 0.5671 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] bathtub : 0.8205 0.8724 +[2025-02-27 02:08:52,899 INFO hook.py line 232 943558] otherfurniture : 0.2197 0.2665 +[2025-02-27 02:08:52,899 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:08:52,899 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5653/0.6914/0.8232. +[2025-02-27 02:08:52,900 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:08:52,916 INFO misc.py line 164 943558] Currently Best mIoU: 0.5782 +[2025-02-27 02:08:52,917 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:09:16,399 INFO hook.py line 109 943558] Train: [15/100][50/60] Data 0.002 (0.005) Batch 0.191 (0.308) Remain 00:26:11 loss: 0.6238 Lr: 5.84226e-03 +[2025-02-27 02:09:18,495 INFO misc.py line 135 943558] Train result: loss: 0.7326 +[2025-02-27 02:09:18,578 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:09:38,018 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1970 +[2025-02-27 02:09:39,203 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5995 +[2025-02-27 02:09:39,256 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4652 +[2025-02-27 02:09:39,300 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5582 +[2025-02-27 02:09:39,336 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4950 +[2025-02-27 02:09:39,382 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2981 +[2025-02-27 02:09:39,427 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6457 +[2025-02-27 02:09:39,452 INFO hook.py line 289 943558] Test: [8/78] Loss 0.4589 +[2025-02-27 02:09:39,492 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2981 +[2025-02-27 02:09:39,530 INFO hook.py line 289 943558] Test: [10/78] Loss 0.9482 +[2025-02-27 02:09:39,571 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6107 +[2025-02-27 02:09:39,600 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5573 +[2025-02-27 02:09:39,644 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6159 +[2025-02-27 02:09:39,690 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8364 +[2025-02-27 02:09:39,723 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0015 +[2025-02-27 02:09:39,772 INFO hook.py line 289 943558] Test: [16/78] Loss 0.6074 +[2025-02-27 02:09:39,806 INFO hook.py line 289 943558] Test: [17/78] Loss 0.9042 +[2025-02-27 02:09:39,839 INFO hook.py line 289 943558] Test: [18/78] Loss 1.1393 +[2025-02-27 02:09:39,877 INFO hook.py line 289 943558] Test: [19/78] Loss 0.9938 +[2025-02-27 02:09:39,909 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3075 +[2025-02-27 02:09:39,945 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2929 +[2025-02-27 02:09:39,981 INFO hook.py line 289 943558] Test: [22/78] Loss 1.5360 +[2025-02-27 02:09:40,018 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7751 +[2025-02-27 02:09:40,058 INFO hook.py line 289 943558] Test: [24/78] Loss 0.9824 +[2025-02-27 02:09:40,095 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4283 +[2025-02-27 02:09:40,131 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7814 +[2025-02-27 02:09:40,178 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4341 +[2025-02-27 02:09:40,209 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3035 +[2025-02-27 02:09:40,235 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2675 +[2025-02-27 02:09:40,289 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5994 +[2025-02-27 02:09:40,341 INFO hook.py line 289 943558] Test: [31/78] Loss 0.6813 +[2025-02-27 02:09:40,374 INFO hook.py line 289 943558] Test: [32/78] Loss 0.9320 +[2025-02-27 02:09:40,423 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2605 +[2025-02-27 02:09:40,457 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0294 +[2025-02-27 02:09:40,492 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4886 +[2025-02-27 02:09:40,526 INFO hook.py line 289 943558] Test: [36/78] Loss 1.2639 +[2025-02-27 02:09:40,568 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4945 +[2025-02-27 02:09:40,596 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3107 +[2025-02-27 02:09:40,653 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0220 +[2025-02-27 02:09:40,694 INFO hook.py line 289 943558] Test: [40/78] Loss 1.8607 +[2025-02-27 02:09:40,732 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9904 +[2025-02-27 02:09:40,759 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1588 +[2025-02-27 02:09:40,793 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2768 +[2025-02-27 02:09:40,843 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5748 +[2025-02-27 02:09:40,871 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5086 +[2025-02-27 02:09:40,917 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6482 +[2025-02-27 02:09:40,954 INFO hook.py line 289 943558] Test: [47/78] Loss 1.3112 +[2025-02-27 02:09:40,983 INFO hook.py line 289 943558] Test: [48/78] Loss 0.4981 +[2025-02-27 02:09:41,011 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1459 +[2025-02-27 02:09:41,039 INFO hook.py line 289 943558] Test: [50/78] Loss 1.1134 +[2025-02-27 02:09:41,064 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7252 +[2025-02-27 02:09:41,093 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9113 +[2025-02-27 02:09:41,114 INFO hook.py line 289 943558] Test: [53/78] Loss 0.4215 +[2025-02-27 02:09:41,145 INFO hook.py line 289 943558] Test: [54/78] Loss 1.3812 +[2025-02-27 02:09:41,177 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0868 +[2025-02-27 02:09:41,214 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2822 +[2025-02-27 02:09:41,242 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5451 +[2025-02-27 02:09:41,265 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4816 +[2025-02-27 02:09:41,299 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8973 +[2025-02-27 02:09:41,328 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7924 +[2025-02-27 02:09:41,348 INFO hook.py line 289 943558] Test: [61/78] Loss 3.1796 +[2025-02-27 02:09:41,377 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7842 +[2025-02-27 02:09:41,409 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1557 +[2025-02-27 02:09:41,460 INFO hook.py line 289 943558] Test: [64/78] Loss 1.7083 +[2025-02-27 02:09:41,484 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0982 +[2025-02-27 02:09:41,520 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5132 +[2025-02-27 02:09:41,553 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4123 +[2025-02-27 02:09:41,581 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9203 +[2025-02-27 02:09:41,608 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2914 +[2025-02-27 02:09:41,657 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1914 +[2025-02-27 02:09:41,696 INFO hook.py line 289 943558] Test: [71/78] Loss 1.2105 +[2025-02-27 02:09:41,742 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5986 +[2025-02-27 02:09:41,788 INFO hook.py line 289 943558] Test: [73/78] Loss 0.8331 +[2025-02-27 02:09:41,824 INFO hook.py line 289 943558] Test: [74/78] Loss 1.3640 +[2025-02-27 02:09:41,869 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6275 +[2025-02-27 02:09:41,894 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9803 +[2025-02-27 02:09:41,946 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4989 +[2025-02-27 02:09:41,970 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7007 +[2025-02-27 02:09:43,273 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:09:43,273 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:09:43,273 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:09:43,273 INFO hook.py line 232 943558] wall : 0.8114 0.9217 +[2025-02-27 02:09:43,274 INFO hook.py line 232 943558] floor : 0.9518 0.9821 +[2025-02-27 02:09:43,274 INFO hook.py line 232 943558] cabinet : 0.4808 0.7450 +[2025-02-27 02:09:43,274 INFO hook.py line 232 943558] bed : 0.6531 0.7574 +[2025-02-27 02:09:43,274 INFO hook.py line 232 943558] chair : 0.8258 0.8647 +[2025-02-27 02:09:43,274 INFO hook.py line 232 943558] sofa : 0.6653 0.9279 +[2025-02-27 02:09:43,274 INFO hook.py line 232 943558] table : 0.5869 0.8041 +[2025-02-27 02:09:43,275 INFO hook.py line 232 943558] door : 0.5524 0.6637 +[2025-02-27 02:09:43,275 INFO hook.py line 232 943558] window : 0.5285 0.6792 +[2025-02-27 02:09:43,275 INFO hook.py line 232 943558] bookshelf : 0.6370 0.7465 +[2025-02-27 02:09:43,275 INFO hook.py line 232 943558] picture : 0.3196 0.4183 +[2025-02-27 02:09:43,275 INFO hook.py line 232 943558] counter : 0.5431 0.6887 +[2025-02-27 02:09:43,275 INFO hook.py line 232 943558] desk : 0.4878 0.6353 +[2025-02-27 02:09:43,275 INFO hook.py line 232 943558] curtain : 0.5720 0.6516 +[2025-02-27 02:09:43,276 INFO hook.py line 232 943558] refridgerator : 0.3200 0.5534 +[2025-02-27 02:09:43,276 INFO hook.py line 232 943558] shower curtain : 0.5087 0.5915 +[2025-02-27 02:09:43,276 INFO hook.py line 232 943558] toilet : 0.9026 0.9609 +[2025-02-27 02:09:43,276 INFO hook.py line 232 943558] sink : 0.5943 0.7225 +[2025-02-27 02:09:43,276 INFO hook.py line 232 943558] bathtub : 0.8621 0.8994 +[2025-02-27 02:09:43,276 INFO hook.py line 232 943558] otherfurniture : 0.2606 0.3040 +[2025-02-27 02:09:43,276 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:09:43,276 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6032/0.7259/0.8490. +[2025-02-27 02:09:43,277 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:09:43,291 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6032 +[2025-02-27 02:09:43,292 INFO misc.py line 164 943558] Currently Best mIoU: 0.6032 +[2025-02-27 02:09:43,292 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:10:05,559 INFO hook.py line 109 943558] Train: [16/100][50/60] Data 0.002 (0.004) Batch 0.319 (0.319) Remain 00:26:49 loss: 0.7451 Lr: 5.80897e-03 +[2025-02-27 02:10:08,756 INFO misc.py line 135 943558] Train result: loss: 0.7414 +[2025-02-27 02:10:08,862 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:10:28,570 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2844 +[2025-02-27 02:10:28,623 INFO hook.py line 289 943558] Test: [2/78] Loss 0.7260 +[2025-02-27 02:10:28,670 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3977 +[2025-02-27 02:10:28,738 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6149 +[2025-02-27 02:10:28,788 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7280 +[2025-02-27 02:10:28,853 INFO hook.py line 289 943558] Test: [6/78] Loss 2.1372 +[2025-02-27 02:10:28,914 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6961 +[2025-02-27 02:10:28,960 INFO hook.py line 289 943558] Test: [8/78] Loss 0.5647 +[2025-02-27 02:10:29,013 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4429 +[2025-02-27 02:10:37,695 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7035 +[2025-02-27 02:10:38,822 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5417 +[2025-02-27 02:10:38,860 INFO hook.py line 289 943558] Test: [12/78] Loss 0.9066 +[2025-02-27 02:10:38,911 INFO hook.py line 289 943558] Test: [13/78] Loss 2.0404 +[2025-02-27 02:10:38,957 INFO hook.py line 289 943558] Test: [14/78] Loss 1.4829 +[2025-02-27 02:10:39,001 INFO hook.py line 289 943558] Test: [15/78] Loss 2.2376 +[2025-02-27 02:10:39,049 INFO hook.py line 289 943558] Test: [16/78] Loss 0.4258 +[2025-02-27 02:10:39,085 INFO hook.py line 289 943558] Test: [17/78] Loss 1.4964 +[2025-02-27 02:10:39,119 INFO hook.py line 289 943558] Test: [18/78] Loss 1.9197 +[2025-02-27 02:10:39,163 INFO hook.py line 289 943558] Test: [19/78] Loss 1.4689 +[2025-02-27 02:10:39,194 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3475 +[2025-02-27 02:10:39,234 INFO hook.py line 289 943558] Test: [21/78] Loss 0.4119 +[2025-02-27 02:10:39,272 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3110 +[2025-02-27 02:10:39,311 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9458 +[2025-02-27 02:10:39,352 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0445 +[2025-02-27 02:10:39,392 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3723 +[2025-02-27 02:10:39,433 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8741 +[2025-02-27 02:10:39,482 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3865 +[2025-02-27 02:10:39,516 INFO hook.py line 289 943558] Test: [28/78] Loss 3.2615 +[2025-02-27 02:10:39,553 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4112 +[2025-02-27 02:10:39,611 INFO hook.py line 289 943558] Test: [30/78] Loss 1.0655 +[2025-02-27 02:10:39,669 INFO hook.py line 289 943558] Test: [31/78] Loss 0.8278 +[2025-02-27 02:10:39,703 INFO hook.py line 289 943558] Test: [32/78] Loss 1.1455 +[2025-02-27 02:10:39,756 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4253 +[2025-02-27 02:10:39,797 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9353 +[2025-02-27 02:10:39,845 INFO hook.py line 289 943558] Test: [35/78] Loss 0.9726 +[2025-02-27 02:10:39,888 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1224 +[2025-02-27 02:10:39,926 INFO hook.py line 289 943558] Test: [37/78] Loss 1.0498 +[2025-02-27 02:10:39,954 INFO hook.py line 289 943558] Test: [38/78] Loss 0.5513 +[2025-02-27 02:10:40,013 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2837 +[2025-02-27 02:10:40,062 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7690 +[2025-02-27 02:10:40,116 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2396 +[2025-02-27 02:10:40,154 INFO hook.py line 289 943558] Test: [42/78] Loss 0.3793 +[2025-02-27 02:10:40,194 INFO hook.py line 289 943558] Test: [43/78] Loss 0.4151 +[2025-02-27 02:10:40,246 INFO hook.py line 289 943558] Test: [44/78] Loss 1.1232 +[2025-02-27 02:10:40,290 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5937 +[2025-02-27 02:10:40,342 INFO hook.py line 289 943558] Test: [46/78] Loss 0.8233 +[2025-02-27 02:10:40,390 INFO hook.py line 289 943558] Test: [47/78] Loss 1.7375 +[2025-02-27 02:10:40,424 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6071 +[2025-02-27 02:10:40,455 INFO hook.py line 289 943558] Test: [49/78] Loss 0.9923 +[2025-02-27 02:10:40,485 INFO hook.py line 289 943558] Test: [50/78] Loss 1.1505 +[2025-02-27 02:10:40,512 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2687 +[2025-02-27 02:10:40,546 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9659 +[2025-02-27 02:10:40,578 INFO hook.py line 289 943558] Test: [53/78] Loss 0.9756 +[2025-02-27 02:10:40,616 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6248 +[2025-02-27 02:10:40,651 INFO hook.py line 289 943558] Test: [55/78] Loss 0.3550 +[2025-02-27 02:10:40,689 INFO hook.py line 289 943558] Test: [56/78] Loss 0.9057 +[2025-02-27 02:10:40,720 INFO hook.py line 289 943558] Test: [57/78] Loss 1.1086 +[2025-02-27 02:10:40,746 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5066 +[2025-02-27 02:10:40,782 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9783 +[2025-02-27 02:10:40,813 INFO hook.py line 289 943558] Test: [60/78] Loss 1.1823 +[2025-02-27 02:10:40,837 INFO hook.py line 289 943558] Test: [61/78] Loss 4.3427 +[2025-02-27 02:10:40,868 INFO hook.py line 289 943558] Test: [62/78] Loss 0.9407 +[2025-02-27 02:10:40,902 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5830 +[2025-02-27 02:10:40,956 INFO hook.py line 289 943558] Test: [64/78] Loss 2.1950 +[2025-02-27 02:10:40,983 INFO hook.py line 289 943558] Test: [65/78] Loss 1.8886 +[2025-02-27 02:10:41,021 INFO hook.py line 289 943558] Test: [66/78] Loss 0.8543 +[2025-02-27 02:10:41,058 INFO hook.py line 289 943558] Test: [67/78] Loss 0.9037 +[2025-02-27 02:10:41,089 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7223 +[2025-02-27 02:10:41,118 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2987 +[2025-02-27 02:10:41,169 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2342 +[2025-02-27 02:10:41,210 INFO hook.py line 289 943558] Test: [71/78] Loss 1.6138 +[2025-02-27 02:10:41,259 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6766 +[2025-02-27 02:10:41,305 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5338 +[2025-02-27 02:10:41,344 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0053 +[2025-02-27 02:10:41,390 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6780 +[2025-02-27 02:10:41,418 INFO hook.py line 289 943558] Test: [76/78] Loss 0.5189 +[2025-02-27 02:10:41,471 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5688 +[2025-02-27 02:10:41,496 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5595 +[2025-02-27 02:10:43,075 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:10:43,075 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:10:43,075 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:10:43,075 INFO hook.py line 232 943558] wall : 0.7661 0.8876 +[2025-02-27 02:10:43,075 INFO hook.py line 232 943558] floor : 0.9526 0.9830 +[2025-02-27 02:10:43,075 INFO hook.py line 232 943558] cabinet : 0.4486 0.6019 +[2025-02-27 02:10:43,075 INFO hook.py line 232 943558] bed : 0.6239 0.7300 +[2025-02-27 02:10:43,075 INFO hook.py line 232 943558] chair : 0.7849 0.8213 +[2025-02-27 02:10:43,075 INFO hook.py line 232 943558] sofa : 0.6794 0.7317 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] table : 0.5512 0.7548 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] door : 0.5177 0.6234 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] window : 0.3855 0.8354 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] bookshelf : 0.5766 0.7259 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] picture : 0.2740 0.3175 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] counter : 0.5257 0.7040 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] desk : 0.4117 0.8561 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] curtain : 0.3753 0.3911 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] refridgerator : 0.3761 0.4139 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] shower curtain : 0.5885 0.6599 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] toilet : 0.6947 0.7201 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] sink : 0.4450 0.6152 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] bathtub : 0.8150 0.9122 +[2025-02-27 02:10:43,076 INFO hook.py line 232 943558] otherfurniture : 0.2035 0.2253 +[2025-02-27 02:10:43,076 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:10:43,076 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5498/0.6755/0.8197. +[2025-02-27 02:10:43,077 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:10:43,078 INFO misc.py line 164 943558] Currently Best mIoU: 0.6032 +[2025-02-27 02:10:43,078 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:11:06,399 INFO hook.py line 109 943558] Train: [17/100][50/60] Data 0.001 (0.005) Batch 0.215 (0.310) Remain 00:25:46 loss: 0.4527 Lr: 5.77261e-03 +[2025-02-27 02:11:08,539 INFO misc.py line 135 943558] Train result: loss: 0.7380 +[2025-02-27 02:11:08,629 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:11:28,668 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2314 +[2025-02-27 02:11:28,732 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5133 +[2025-02-27 02:11:28,783 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3737 +[2025-02-27 02:11:29,000 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5907 +[2025-02-27 02:11:29,039 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4333 +[2025-02-27 02:11:29,090 INFO hook.py line 289 943558] Test: [6/78] Loss 1.9491 +[2025-02-27 02:11:29,142 INFO hook.py line 289 943558] Test: [7/78] Loss 0.9590 +[2025-02-27 02:11:29,170 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2768 +[2025-02-27 02:11:29,219 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0931 +[2025-02-27 02:11:29,257 INFO hook.py line 289 943558] Test: [10/78] Loss 0.8175 +[2025-02-27 02:11:29,304 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5261 +[2025-02-27 02:11:29,342 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5926 +[2025-02-27 02:11:29,390 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4017 +[2025-02-27 02:11:29,431 INFO hook.py line 289 943558] Test: [14/78] Loss 1.7716 +[2025-02-27 02:11:29,468 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0959 +[2025-02-27 02:11:29,510 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1590 +[2025-02-27 02:11:29,546 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7836 +[2025-02-27 02:11:29,577 INFO hook.py line 289 943558] Test: [18/78] Loss 1.3864 +[2025-02-27 02:11:29,624 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2849 +[2025-02-27 02:11:29,666 INFO hook.py line 289 943558] Test: [20/78] Loss 0.9497 +[2025-02-27 02:11:29,700 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2496 +[2025-02-27 02:11:29,742 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2810 +[2025-02-27 02:11:29,773 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9757 +[2025-02-27 02:11:29,828 INFO hook.py line 289 943558] Test: [24/78] Loss 0.9610 +[2025-02-27 02:11:29,868 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8905 +[2025-02-27 02:11:30,044 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9809 +[2025-02-27 02:11:30,092 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1274 +[2025-02-27 02:11:30,125 INFO hook.py line 289 943558] Test: [28/78] Loss 2.7363 +[2025-02-27 02:11:30,156 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2502 +[2025-02-27 02:11:30,211 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5106 +[2025-02-27 02:11:30,266 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3936 +[2025-02-27 02:11:30,298 INFO hook.py line 289 943558] Test: [32/78] Loss 0.8811 +[2025-02-27 02:11:30,353 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2837 +[2025-02-27 02:11:30,394 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9498 +[2025-02-27 02:11:30,436 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5861 +[2025-02-27 02:11:30,480 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9920 +[2025-02-27 02:11:30,524 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5817 +[2025-02-27 02:11:30,557 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2548 +[2025-02-27 02:11:30,623 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7523 +[2025-02-27 02:11:30,665 INFO hook.py line 289 943558] Test: [40/78] Loss 1.3787 +[2025-02-27 02:11:30,715 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9793 +[2025-02-27 02:11:30,741 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1569 +[2025-02-27 02:11:30,779 INFO hook.py line 289 943558] Test: [43/78] Loss 0.3359 +[2025-02-27 02:11:30,834 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5422 +[2025-02-27 02:11:30,867 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5310 +[2025-02-27 02:11:30,913 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6314 +[2025-02-27 02:11:30,949 INFO hook.py line 289 943558] Test: [47/78] Loss 1.6042 +[2025-02-27 02:11:30,981 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5933 +[2025-02-27 02:11:31,012 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1747 +[2025-02-27 02:11:31,041 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0837 +[2025-02-27 02:11:31,068 INFO hook.py line 289 943558] Test: [51/78] Loss 0.6760 +[2025-02-27 02:11:31,101 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8278 +[2025-02-27 02:11:31,125 INFO hook.py line 289 943558] Test: [53/78] Loss 0.8046 +[2025-02-27 02:11:31,157 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6859 +[2025-02-27 02:11:31,191 INFO hook.py line 289 943558] Test: [55/78] Loss 0.3881 +[2025-02-27 02:11:31,230 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5926 +[2025-02-27 02:11:31,261 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6936 +[2025-02-27 02:11:31,286 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4380 +[2025-02-27 02:11:31,324 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0155 +[2025-02-27 02:11:31,355 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8359 +[2025-02-27 02:11:31,379 INFO hook.py line 289 943558] Test: [61/78] Loss 3.3950 +[2025-02-27 02:11:31,411 INFO hook.py line 289 943558] Test: [62/78] Loss 1.0497 +[2025-02-27 02:11:31,446 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3222 +[2025-02-27 02:11:31,499 INFO hook.py line 289 943558] Test: [64/78] Loss 1.6600 +[2025-02-27 02:11:31,526 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0673 +[2025-02-27 02:11:31,564 INFO hook.py line 289 943558] Test: [66/78] Loss 0.6646 +[2025-02-27 02:11:31,601 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2484 +[2025-02-27 02:11:31,633 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7850 +[2025-02-27 02:11:31,661 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3033 +[2025-02-27 02:11:31,713 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0747 +[2025-02-27 02:11:31,754 INFO hook.py line 289 943558] Test: [71/78] Loss 1.3039 +[2025-02-27 02:11:31,803 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3423 +[2025-02-27 02:11:31,849 INFO hook.py line 289 943558] Test: [73/78] Loss 0.8979 +[2025-02-27 02:11:31,896 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6865 +[2025-02-27 02:11:31,943 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5530 +[2025-02-27 02:11:31,970 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7351 +[2025-02-27 02:11:32,023 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5925 +[2025-02-27 02:11:32,050 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7005 +[2025-02-27 02:11:33,564 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:11:33,564 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:11:33,564 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:11:33,564 INFO hook.py line 232 943558] wall : 0.8080 0.9131 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] floor : 0.9581 0.9849 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] cabinet : 0.5053 0.6803 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] bed : 0.5975 0.7949 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] chair : 0.8325 0.9147 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] sofa : 0.7280 0.8885 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] table : 0.6126 0.7994 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] door : 0.5390 0.7388 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] window : 0.5240 0.7073 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] bookshelf : 0.6209 0.6883 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] picture : 0.2942 0.3782 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] counter : 0.5799 0.6916 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] desk : 0.5344 0.7185 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] curtain : 0.5677 0.6290 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] refridgerator : 0.3753 0.4527 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] shower curtain : 0.5169 0.5602 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] toilet : 0.8339 0.8632 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] sink : 0.5966 0.6531 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] bathtub : 0.8557 0.9390 +[2025-02-27 02:11:33,565 INFO hook.py line 232 943558] otherfurniture : 0.2494 0.3092 +[2025-02-27 02:11:33,565 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:11:33,565 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6065/0.7152/0.8512. +[2025-02-27 02:11:33,566 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:11:33,568 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6065 +[2025-02-27 02:11:33,569 INFO misc.py line 164 943558] Currently Best mIoU: 0.6065 +[2025-02-27 02:11:33,569 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:11:56,959 INFO hook.py line 109 943558] Train: [18/100][50/60] Data 0.002 (0.005) Batch 0.213 (0.314) Remain 00:25:48 loss: 0.6345 Lr: 5.73321e-03 +[2025-02-27 02:11:59,001 INFO misc.py line 135 943558] Train result: loss: 0.6762 +[2025-02-27 02:11:59,096 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:12:18,265 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2557 +[2025-02-27 02:12:18,330 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5515 +[2025-02-27 02:12:18,381 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4093 +[2025-02-27 02:12:18,841 INFO hook.py line 289 943558] Test: [4/78] Loss 0.9650 +[2025-02-27 02:12:18,881 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6012 +[2025-02-27 02:12:18,933 INFO hook.py line 289 943558] Test: [6/78] Loss 1.9801 +[2025-02-27 02:12:18,981 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6099 +[2025-02-27 02:12:19,009 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3336 +[2025-02-27 02:12:19,055 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3356 +[2025-02-27 02:12:19,103 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7912 +[2025-02-27 02:12:19,150 INFO hook.py line 289 943558] Test: [11/78] Loss 0.8478 +[2025-02-27 02:12:19,183 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7272 +[2025-02-27 02:12:19,237 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6166 +[2025-02-27 02:12:19,295 INFO hook.py line 289 943558] Test: [14/78] Loss 1.4604 +[2025-02-27 02:12:19,335 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7186 +[2025-02-27 02:12:19,675 INFO hook.py line 289 943558] Test: [16/78] Loss 0.4224 +[2025-02-27 02:12:19,710 INFO hook.py line 289 943558] Test: [17/78] Loss 0.9616 +[2025-02-27 02:12:19,748 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9363 +[2025-02-27 02:12:19,790 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0659 +[2025-02-27 02:12:19,835 INFO hook.py line 289 943558] Test: [20/78] Loss 1.9343 +[2025-02-27 02:12:19,872 INFO hook.py line 289 943558] Test: [21/78] Loss 0.4701 +[2025-02-27 02:12:19,914 INFO hook.py line 289 943558] Test: [22/78] Loss 1.1335 +[2025-02-27 02:12:19,956 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9377 +[2025-02-27 02:12:20,002 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5037 +[2025-02-27 02:12:20,047 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9274 +[2025-02-27 02:12:20,085 INFO hook.py line 289 943558] Test: [26/78] Loss 0.6660 +[2025-02-27 02:12:20,134 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2781 +[2025-02-27 02:12:20,176 INFO hook.py line 289 943558] Test: [28/78] Loss 1.6181 +[2025-02-27 02:12:20,215 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3840 +[2025-02-27 02:12:20,273 INFO hook.py line 289 943558] Test: [30/78] Loss 0.8311 +[2025-02-27 02:12:20,337 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4694 +[2025-02-27 02:12:20,370 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5545 +[2025-02-27 02:12:20,423 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2381 +[2025-02-27 02:12:20,459 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9251 +[2025-02-27 02:12:20,495 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4483 +[2025-02-27 02:12:20,535 INFO hook.py line 289 943558] Test: [36/78] Loss 1.2819 +[2025-02-27 02:12:20,571 INFO hook.py line 289 943558] Test: [37/78] Loss 0.8484 +[2025-02-27 02:12:20,601 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4202 +[2025-02-27 02:12:20,660 INFO hook.py line 289 943558] Test: [39/78] Loss 1.8719 +[2025-02-27 02:12:20,702 INFO hook.py line 289 943558] Test: [40/78] Loss 1.3380 +[2025-02-27 02:12:20,752 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2015 +[2025-02-27 02:12:20,779 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1812 +[2025-02-27 02:12:20,826 INFO hook.py line 289 943558] Test: [43/78] Loss 0.3135 +[2025-02-27 02:12:20,877 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5423 +[2025-02-27 02:12:20,916 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6611 +[2025-02-27 02:12:20,964 INFO hook.py line 289 943558] Test: [46/78] Loss 0.8307 +[2025-02-27 02:12:21,002 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1373 +[2025-02-27 02:12:21,033 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8528 +[2025-02-27 02:12:21,065 INFO hook.py line 289 943558] Test: [49/78] Loss 1.0038 +[2025-02-27 02:12:21,094 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9188 +[2025-02-27 02:12:21,122 INFO hook.py line 289 943558] Test: [51/78] Loss 0.9823 +[2025-02-27 02:12:21,154 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9441 +[2025-02-27 02:12:21,180 INFO hook.py line 289 943558] Test: [53/78] Loss 0.4091 +[2025-02-27 02:12:21,214 INFO hook.py line 289 943558] Test: [54/78] Loss 1.4325 +[2025-02-27 02:12:21,249 INFO hook.py line 289 943558] Test: [55/78] Loss 0.7056 +[2025-02-27 02:12:21,287 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2787 +[2025-02-27 02:12:21,318 INFO hook.py line 289 943558] Test: [57/78] Loss 1.7978 +[2025-02-27 02:12:21,344 INFO hook.py line 289 943558] Test: [58/78] Loss 0.8251 +[2025-02-27 02:12:21,381 INFO hook.py line 289 943558] Test: [59/78] Loss 1.3725 +[2025-02-27 02:12:21,414 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4852 +[2025-02-27 02:12:21,438 INFO hook.py line 289 943558] Test: [61/78] Loss 1.9558 +[2025-02-27 02:12:21,470 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4312 +[2025-02-27 02:12:21,505 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2557 +[2025-02-27 02:12:21,558 INFO hook.py line 289 943558] Test: [64/78] Loss 1.5430 +[2025-02-27 02:12:21,584 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1512 +[2025-02-27 02:12:21,623 INFO hook.py line 289 943558] Test: [66/78] Loss 1.4624 +[2025-02-27 02:12:21,659 INFO hook.py line 289 943558] Test: [67/78] Loss 0.9051 +[2025-02-27 02:12:21,692 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8497 +[2025-02-27 02:12:21,721 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2704 +[2025-02-27 02:12:21,773 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2922 +[2025-02-27 02:12:21,814 INFO hook.py line 289 943558] Test: [71/78] Loss 1.3589 +[2025-02-27 02:12:21,863 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3535 +[2025-02-27 02:12:21,910 INFO hook.py line 289 943558] Test: [73/78] Loss 0.6282 +[2025-02-27 02:12:21,949 INFO hook.py line 289 943558] Test: [74/78] Loss 1.5989 +[2025-02-27 02:12:21,995 INFO hook.py line 289 943558] Test: [75/78] Loss 1.2024 +[2025-02-27 02:12:22,022 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9066 +[2025-02-27 02:12:22,075 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4359 +[2025-02-27 02:12:22,101 INFO hook.py line 289 943558] Test: [78/78] Loss 1.5626 +[2025-02-27 02:12:23,727 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:12:23,729 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:12:23,730 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:12:23,730 INFO hook.py line 232 943558] wall : 0.7935 0.9125 +[2025-02-27 02:12:23,731 INFO hook.py line 232 943558] floor : 0.9573 0.9829 +[2025-02-27 02:12:23,731 INFO hook.py line 232 943558] cabinet : 0.4879 0.5937 +[2025-02-27 02:12:23,732 INFO hook.py line 232 943558] bed : 0.6913 0.8093 +[2025-02-27 02:12:23,732 INFO hook.py line 232 943558] chair : 0.8414 0.9088 +[2025-02-27 02:12:23,732 INFO hook.py line 232 943558] sofa : 0.7391 0.8293 +[2025-02-27 02:12:23,733 INFO hook.py line 232 943558] table : 0.4400 0.4848 +[2025-02-27 02:12:23,733 INFO hook.py line 232 943558] door : 0.5618 0.6633 +[2025-02-27 02:12:23,733 INFO hook.py line 232 943558] window : 0.5120 0.7169 +[2025-02-27 02:12:23,733 INFO hook.py line 232 943558] bookshelf : 0.6759 0.8267 +[2025-02-27 02:12:23,733 INFO hook.py line 232 943558] picture : 0.2936 0.5242 +[2025-02-27 02:12:23,733 INFO hook.py line 232 943558] counter : 0.5725 0.7703 +[2025-02-27 02:12:23,734 INFO hook.py line 232 943558] desk : 0.5010 0.6442 +[2025-02-27 02:12:23,734 INFO hook.py line 232 943558] curtain : 0.4746 0.7064 +[2025-02-27 02:12:23,734 INFO hook.py line 232 943558] refridgerator : 0.3993 0.4605 +[2025-02-27 02:12:23,734 INFO hook.py line 232 943558] shower curtain : 0.5475 0.7145 +[2025-02-27 02:12:23,734 INFO hook.py line 232 943558] toilet : 0.8912 0.9674 +[2025-02-27 02:12:23,734 INFO hook.py line 232 943558] sink : 0.5471 0.5960 +[2025-02-27 02:12:23,735 INFO hook.py line 232 943558] bathtub : 0.8015 0.8087 +[2025-02-27 02:12:23,735 INFO hook.py line 232 943558] otherfurniture : 0.2664 0.4510 +[2025-02-27 02:12:23,735 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:12:23,735 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5997/0.7186/0.8413. +[2025-02-27 02:12:23,738 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:12:23,746 INFO misc.py line 164 943558] Currently Best mIoU: 0.6065 +[2025-02-27 02:12:23,747 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:12:47,240 INFO hook.py line 109 943558] Train: [19/100][50/60] Data 0.001 (0.005) Batch 0.227 (0.303) Remain 00:24:33 loss: 0.7721 Lr: 5.69083e-03 +[2025-02-27 02:12:49,326 INFO misc.py line 135 943558] Train result: loss: 0.6516 +[2025-02-27 02:12:49,401 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:13:07,725 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1916 +[2025-02-27 02:13:07,893 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6211 +[2025-02-27 02:13:07,935 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3702 +[2025-02-27 02:13:07,979 INFO hook.py line 289 943558] Test: [4/78] Loss 0.4468 +[2025-02-27 02:13:08,177 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6483 +[2025-02-27 02:13:08,224 INFO hook.py line 289 943558] Test: [6/78] Loss 1.9071 +[2025-02-27 02:13:08,271 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4817 +[2025-02-27 02:13:08,315 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3500 +[2025-02-27 02:13:08,356 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2513 +[2025-02-27 02:13:08,396 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7365 +[2025-02-27 02:13:08,441 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3799 +[2025-02-27 02:13:08,473 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7875 +[2025-02-27 02:13:08,517 INFO hook.py line 289 943558] Test: [13/78] Loss 1.1104 +[2025-02-27 02:13:08,625 INFO hook.py line 289 943558] Test: [14/78] Loss 1.6422 +[2025-02-27 02:13:09,291 INFO hook.py line 289 943558] Test: [15/78] Loss 2.4475 +[2025-02-27 02:13:09,332 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1527 +[2025-02-27 02:13:09,366 INFO hook.py line 289 943558] Test: [17/78] Loss 0.8854 +[2025-02-27 02:13:09,398 INFO hook.py line 289 943558] Test: [18/78] Loss 1.8906 +[2025-02-27 02:13:09,442 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1640 +[2025-02-27 02:13:09,474 INFO hook.py line 289 943558] Test: [20/78] Loss 0.8084 +[2025-02-27 02:13:09,506 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3198 +[2025-02-27 02:13:09,552 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4515 +[2025-02-27 02:13:09,586 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9680 +[2025-02-27 02:13:09,626 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1614 +[2025-02-27 02:13:09,663 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1301 +[2025-02-27 02:13:09,731 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8281 +[2025-02-27 02:13:09,778 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3917 +[2025-02-27 02:13:09,809 INFO hook.py line 289 943558] Test: [28/78] Loss 1.4524 +[2025-02-27 02:13:09,835 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3169 +[2025-02-27 02:13:09,884 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4395 +[2025-02-27 02:13:09,936 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4962 +[2025-02-27 02:13:09,967 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6163 +[2025-02-27 02:13:10,015 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2473 +[2025-02-27 02:13:10,049 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1210 +[2025-02-27 02:13:10,083 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3458 +[2025-02-27 02:13:10,120 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9653 +[2025-02-27 02:13:10,156 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5065 +[2025-02-27 02:13:10,185 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4437 +[2025-02-27 02:13:10,241 INFO hook.py line 289 943558] Test: [39/78] Loss 1.8164 +[2025-02-27 02:13:10,282 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5175 +[2025-02-27 02:13:10,321 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1009 +[2025-02-27 02:13:10,347 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2767 +[2025-02-27 02:13:10,379 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2356 +[2025-02-27 02:13:10,433 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5463 +[2025-02-27 02:13:10,466 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5637 +[2025-02-27 02:13:10,509 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6292 +[2025-02-27 02:13:10,544 INFO hook.py line 289 943558] Test: [47/78] Loss 1.7416 +[2025-02-27 02:13:10,572 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8659 +[2025-02-27 02:13:10,601 INFO hook.py line 289 943558] Test: [49/78] Loss 0.8392 +[2025-02-27 02:13:10,629 INFO hook.py line 289 943558] Test: [50/78] Loss 1.1342 +[2025-02-27 02:13:10,654 INFO hook.py line 289 943558] Test: [51/78] Loss 0.9168 +[2025-02-27 02:13:10,683 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9022 +[2025-02-27 02:13:10,704 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3147 +[2025-02-27 02:13:10,734 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6680 +[2025-02-27 02:13:10,767 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0974 +[2025-02-27 02:13:10,802 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2535 +[2025-02-27 02:13:10,831 INFO hook.py line 289 943558] Test: [57/78] Loss 0.8020 +[2025-02-27 02:13:10,854 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5131 +[2025-02-27 02:13:10,888 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9196 +[2025-02-27 02:13:10,917 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9461 +[2025-02-27 02:13:10,938 INFO hook.py line 289 943558] Test: [61/78] Loss 2.2552 +[2025-02-27 02:13:10,968 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8632 +[2025-02-27 02:13:10,999 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2843 +[2025-02-27 02:13:11,050 INFO hook.py line 289 943558] Test: [64/78] Loss 1.7240 +[2025-02-27 02:13:11,074 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9425 +[2025-02-27 02:13:11,109 INFO hook.py line 289 943558] Test: [66/78] Loss 0.9148 +[2025-02-27 02:13:11,143 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5050 +[2025-02-27 02:13:11,171 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9959 +[2025-02-27 02:13:11,197 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3371 +[2025-02-27 02:13:11,247 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2650 +[2025-02-27 02:13:11,286 INFO hook.py line 289 943558] Test: [71/78] Loss 1.3058 +[2025-02-27 02:13:11,333 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4630 +[2025-02-27 02:13:11,378 INFO hook.py line 289 943558] Test: [73/78] Loss 0.8590 +[2025-02-27 02:13:11,415 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6749 +[2025-02-27 02:13:11,460 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5604 +[2025-02-27 02:13:11,485 INFO hook.py line 289 943558] Test: [76/78] Loss 0.6800 +[2025-02-27 02:13:11,536 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4978 +[2025-02-27 02:13:11,559 INFO hook.py line 289 943558] Test: [78/78] Loss 0.3879 +[2025-02-27 02:13:12,707 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:13:12,707 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:13:12,707 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] wall : 0.8112 0.9182 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] floor : 0.9589 0.9846 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] cabinet : 0.4834 0.7187 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] bed : 0.6182 0.7180 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] chair : 0.8583 0.9091 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] sofa : 0.7486 0.7758 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] table : 0.6174 0.7602 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] door : 0.5519 0.6947 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] window : 0.5114 0.7300 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] bookshelf : 0.6196 0.6598 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] picture : 0.3119 0.3913 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] counter : 0.5362 0.6049 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] desk : 0.4788 0.8612 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] curtain : 0.5456 0.6400 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] refridgerator : 0.3387 0.3983 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] shower curtain : 0.5265 0.5957 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] toilet : 0.9071 0.9272 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] sink : 0.5627 0.6075 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] bathtub : 0.8746 0.8930 +[2025-02-27 02:13:12,707 INFO hook.py line 232 943558] otherfurniture : 0.3093 0.4084 +[2025-02-27 02:13:12,707 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:13:12,707 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6085/0.7098/0.8519. +[2025-02-27 02:13:12,708 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:13:12,715 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6085 +[2025-02-27 02:13:12,715 INFO misc.py line 164 943558] Currently Best mIoU: 0.6085 +[2025-02-27 02:13:12,715 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:13:35,241 INFO hook.py line 109 943558] Train: [20/100][50/60] Data 0.002 (0.006) Batch 0.321 (0.331) Remain 00:26:32 loss: 0.7540 Lr: 5.64551e-03 +[2025-02-27 02:13:38,049 INFO misc.py line 135 943558] Train result: loss: 0.6520 +[2025-02-27 02:13:38,144 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:13:58,717 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1977 +[2025-02-27 02:13:58,772 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5302 +[2025-02-27 02:13:58,815 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3638 +[2025-02-27 02:13:58,872 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7071 +[2025-02-27 02:13:58,920 INFO hook.py line 289 943558] Test: [5/78] Loss 0.3793 +[2025-02-27 02:13:58,982 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0153 +[2025-02-27 02:13:59,031 INFO hook.py line 289 943558] Test: [7/78] Loss 0.8499 +[2025-02-27 02:13:59,070 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2850 +[2025-02-27 02:14:05,222 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4120 +[2025-02-27 02:14:07,415 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6370 +[2025-02-27 02:14:07,631 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5132 +[2025-02-27 02:14:07,678 INFO hook.py line 289 943558] Test: [12/78] Loss 0.8001 +[2025-02-27 02:14:08,375 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6685 +[2025-02-27 02:14:08,431 INFO hook.py line 289 943558] Test: [14/78] Loss 1.7717 +[2025-02-27 02:14:08,467 INFO hook.py line 289 943558] Test: [15/78] Loss 1.5694 +[2025-02-27 02:14:08,512 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1865 +[2025-02-27 02:14:08,548 INFO hook.py line 289 943558] Test: [17/78] Loss 0.8118 +[2025-02-27 02:14:08,579 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7748 +[2025-02-27 02:14:08,627 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0565 +[2025-02-27 02:14:08,663 INFO hook.py line 289 943558] Test: [20/78] Loss 0.8956 +[2025-02-27 02:14:08,698 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2651 +[2025-02-27 02:14:08,736 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3102 +[2025-02-27 02:14:08,768 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8306 +[2025-02-27 02:14:08,818 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1196 +[2025-02-27 02:14:08,856 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8569 +[2025-02-27 02:14:08,894 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7395 +[2025-02-27 02:14:08,942 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2061 +[2025-02-27 02:14:08,974 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0550 +[2025-02-27 02:14:09,011 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3208 +[2025-02-27 02:14:09,065 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4646 +[2025-02-27 02:14:09,119 INFO hook.py line 289 943558] Test: [31/78] Loss 0.6297 +[2025-02-27 02:14:09,152 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5687 +[2025-02-27 02:14:09,202 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3055 +[2025-02-27 02:14:09,238 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0492 +[2025-02-27 02:14:09,280 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3824 +[2025-02-27 02:14:09,322 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1864 +[2025-02-27 02:14:09,362 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4155 +[2025-02-27 02:14:09,398 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3987 +[2025-02-27 02:14:09,457 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0400 +[2025-02-27 02:14:09,504 INFO hook.py line 289 943558] Test: [40/78] Loss 1.3365 +[2025-02-27 02:14:09,561 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9750 +[2025-02-27 02:14:09,599 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1412 +[2025-02-27 02:14:09,645 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2065 +[2025-02-27 02:14:09,705 INFO hook.py line 289 943558] Test: [44/78] Loss 0.3964 +[2025-02-27 02:14:09,739 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6207 +[2025-02-27 02:14:09,791 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5564 +[2025-02-27 02:14:09,828 INFO hook.py line 289 943558] Test: [47/78] Loss 2.2957 +[2025-02-27 02:14:09,860 INFO hook.py line 289 943558] Test: [48/78] Loss 0.4534 +[2025-02-27 02:14:09,891 INFO hook.py line 289 943558] Test: [49/78] Loss 0.7815 +[2025-02-27 02:14:09,922 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8689 +[2025-02-27 02:14:09,958 INFO hook.py line 289 943558] Test: [51/78] Loss 0.5059 +[2025-02-27 02:14:09,991 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8930 +[2025-02-27 02:14:10,016 INFO hook.py line 289 943558] Test: [53/78] Loss 0.4542 +[2025-02-27 02:14:10,049 INFO hook.py line 289 943558] Test: [54/78] Loss 1.5865 +[2025-02-27 02:14:10,084 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0759 +[2025-02-27 02:14:10,123 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3020 +[2025-02-27 02:14:10,155 INFO hook.py line 289 943558] Test: [57/78] Loss 0.7419 +[2025-02-27 02:14:10,183 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5203 +[2025-02-27 02:14:10,222 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1146 +[2025-02-27 02:14:10,261 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7809 +[2025-02-27 02:14:10,296 INFO hook.py line 289 943558] Test: [61/78] Loss 2.1127 +[2025-02-27 02:14:10,330 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6375 +[2025-02-27 02:14:10,367 INFO hook.py line 289 943558] Test: [63/78] Loss 1.0858 +[2025-02-27 02:14:10,421 INFO hook.py line 289 943558] Test: [64/78] Loss 1.7214 +[2025-02-27 02:14:10,448 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9117 +[2025-02-27 02:14:10,486 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5071 +[2025-02-27 02:14:10,522 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5325 +[2025-02-27 02:14:10,553 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8663 +[2025-02-27 02:14:10,582 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2668 +[2025-02-27 02:14:10,634 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1384 +[2025-02-27 02:14:10,674 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9946 +[2025-02-27 02:14:10,722 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4157 +[2025-02-27 02:14:10,769 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3466 +[2025-02-27 02:14:10,809 INFO hook.py line 289 943558] Test: [74/78] Loss 1.5100 +[2025-02-27 02:14:10,856 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5607 +[2025-02-27 02:14:10,883 INFO hook.py line 289 943558] Test: [76/78] Loss 0.5864 +[2025-02-27 02:14:10,936 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4071 +[2025-02-27 02:14:10,962 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7928 +[2025-02-27 02:14:12,342 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:14:12,342 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:14:12,342 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:14:12,342 INFO hook.py line 232 943558] wall : 0.8071 0.9524 +[2025-02-27 02:14:12,342 INFO hook.py line 232 943558] floor : 0.9557 0.9807 +[2025-02-27 02:14:12,342 INFO hook.py line 232 943558] cabinet : 0.5015 0.6672 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] bed : 0.6802 0.8360 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] chair : 0.8450 0.8741 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] sofa : 0.7649 0.8850 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] table : 0.6425 0.7946 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] door : 0.5036 0.5415 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] window : 0.5242 0.6868 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] bookshelf : 0.6799 0.7937 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] picture : 0.3367 0.4094 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] counter : 0.5709 0.7842 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] desk : 0.5164 0.6569 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] curtain : 0.5973 0.7457 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] refridgerator : 0.4260 0.4704 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] shower curtain : 0.5973 0.6406 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] toilet : 0.9063 0.9609 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] sink : 0.5981 0.6631 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] bathtub : 0.8645 0.9160 +[2025-02-27 02:14:12,343 INFO hook.py line 232 943558] otherfurniture : 0.3126 0.4012 +[2025-02-27 02:14:12,343 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:14:12,343 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6315/0.7330/0.8589. +[2025-02-27 02:14:12,344 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:14:12,353 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6315 +[2025-02-27 02:14:12,353 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:14:12,353 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:14:36,410 INFO hook.py line 109 943558] Train: [21/100][50/60] Data 0.002 (0.005) Batch 0.211 (0.292) Remain 00:23:07 loss: 0.7880 Lr: 5.59729e-03 +[2025-02-27 02:14:38,454 INFO misc.py line 135 943558] Train result: loss: 0.6419 +[2025-02-27 02:14:38,535 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:14:57,302 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2350 +[2025-02-27 02:14:57,359 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6157 +[2025-02-27 02:14:57,407 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3952 +[2025-02-27 02:14:58,355 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6003 +[2025-02-27 02:14:58,466 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6379 +[2025-02-27 02:14:58,532 INFO hook.py line 289 943558] Test: [6/78] Loss 1.3999 +[2025-02-27 02:14:58,960 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6481 +[2025-02-27 02:14:59,003 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2954 +[2025-02-27 02:14:59,060 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0209 +[2025-02-27 02:14:59,103 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6019 +[2025-02-27 02:14:59,163 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5839 +[2025-02-27 02:14:59,196 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7662 +[2025-02-27 02:14:59,320 INFO hook.py line 289 943558] Test: [13/78] Loss 2.1056 +[2025-02-27 02:14:59,360 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8121 +[2025-02-27 02:14:59,406 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9319 +[2025-02-27 02:14:59,450 INFO hook.py line 289 943558] Test: [16/78] Loss 0.3798 +[2025-02-27 02:14:59,492 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6118 +[2025-02-27 02:14:59,528 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9778 +[2025-02-27 02:14:59,577 INFO hook.py line 289 943558] Test: [19/78] Loss 0.8872 +[2025-02-27 02:14:59,618 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2141 +[2025-02-27 02:14:59,654 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3567 +[2025-02-27 02:14:59,700 INFO hook.py line 289 943558] Test: [22/78] Loss 1.8412 +[2025-02-27 02:14:59,738 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9088 +[2025-02-27 02:14:59,780 INFO hook.py line 289 943558] Test: [24/78] Loss 0.7628 +[2025-02-27 02:14:59,832 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1539 +[2025-02-27 02:14:59,873 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7904 +[2025-02-27 02:14:59,921 INFO hook.py line 289 943558] Test: [27/78] Loss 1.7774 +[2025-02-27 02:14:59,962 INFO hook.py line 289 943558] Test: [28/78] Loss 2.9689 +[2025-02-27 02:15:00,003 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3815 +[2025-02-27 02:15:00,065 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5479 +[2025-02-27 02:15:00,124 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3998 +[2025-02-27 02:15:00,159 INFO hook.py line 289 943558] Test: [32/78] Loss 1.9870 +[2025-02-27 02:15:00,209 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2636 +[2025-02-27 02:15:00,257 INFO hook.py line 289 943558] Test: [34/78] Loss 1.2751 +[2025-02-27 02:15:00,305 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3794 +[2025-02-27 02:15:00,347 INFO hook.py line 289 943558] Test: [36/78] Loss 0.5821 +[2025-02-27 02:15:00,395 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5440 +[2025-02-27 02:15:00,434 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3305 +[2025-02-27 02:15:00,493 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0064 +[2025-02-27 02:15:00,535 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6492 +[2025-02-27 02:15:00,590 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0542 +[2025-02-27 02:15:00,625 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2291 +[2025-02-27 02:15:00,660 INFO hook.py line 289 943558] Test: [43/78] Loss 0.3127 +[2025-02-27 02:15:00,712 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5829 +[2025-02-27 02:15:00,759 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6946 +[2025-02-27 02:15:00,812 INFO hook.py line 289 943558] Test: [46/78] Loss 0.9359 +[2025-02-27 02:15:00,849 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9171 +[2025-02-27 02:15:00,879 INFO hook.py line 289 943558] Test: [48/78] Loss 1.0422 +[2025-02-27 02:15:00,909 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5255 +[2025-02-27 02:15:00,938 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9671 +[2025-02-27 02:15:00,966 INFO hook.py line 289 943558] Test: [51/78] Loss 1.0521 +[2025-02-27 02:15:00,999 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9203 +[2025-02-27 02:15:01,024 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3410 +[2025-02-27 02:15:01,056 INFO hook.py line 289 943558] Test: [54/78] Loss 1.3861 +[2025-02-27 02:15:01,091 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1892 +[2025-02-27 02:15:01,129 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2330 +[2025-02-27 02:15:01,161 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5757 +[2025-02-27 02:15:01,186 INFO hook.py line 289 943558] Test: [58/78] Loss 0.6079 +[2025-02-27 02:15:01,222 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9104 +[2025-02-27 02:15:01,254 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8396 +[2025-02-27 02:15:01,278 INFO hook.py line 289 943558] Test: [61/78] Loss 3.4037 +[2025-02-27 02:15:01,309 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7623 +[2025-02-27 02:15:01,344 INFO hook.py line 289 943558] Test: [63/78] Loss 1.0664 +[2025-02-27 02:15:01,397 INFO hook.py line 289 943558] Test: [64/78] Loss 1.9249 +[2025-02-27 02:15:01,434 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8614 +[2025-02-27 02:15:01,473 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4772 +[2025-02-27 02:15:01,510 INFO hook.py line 289 943558] Test: [67/78] Loss 0.7030 +[2025-02-27 02:15:01,541 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8829 +[2025-02-27 02:15:01,570 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3363 +[2025-02-27 02:15:01,622 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0187 +[2025-02-27 02:15:01,662 INFO hook.py line 289 943558] Test: [71/78] Loss 1.7970 +[2025-02-27 02:15:01,711 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4234 +[2025-02-27 02:15:01,757 INFO hook.py line 289 943558] Test: [73/78] Loss 0.8191 +[2025-02-27 02:15:01,796 INFO hook.py line 289 943558] Test: [74/78] Loss 1.4066 +[2025-02-27 02:15:01,842 INFO hook.py line 289 943558] Test: [75/78] Loss 0.7595 +[2025-02-27 02:15:01,869 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7848 +[2025-02-27 02:15:01,922 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4962 +[2025-02-27 02:15:01,948 INFO hook.py line 289 943558] Test: [78/78] Loss 1.0519 +[2025-02-27 02:15:03,544 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:15:03,544 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:15:03,545 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] wall : 0.7943 0.8805 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] floor : 0.9541 0.9836 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] cabinet : 0.4611 0.6705 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] bed : 0.5678 0.8363 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] chair : 0.8248 0.8818 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] sofa : 0.6157 0.9516 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] table : 0.6346 0.6975 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] door : 0.5348 0.6547 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] window : 0.4875 0.7071 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] bookshelf : 0.4090 0.4176 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] picture : 0.2624 0.3025 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] counter : 0.5605 0.6622 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] desk : 0.5796 0.7744 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] curtain : 0.6230 0.7452 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] refridgerator : 0.3380 0.4393 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] shower curtain : 0.5568 0.6772 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] toilet : 0.8952 0.9383 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] sink : 0.5955 0.7136 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] bathtub : 0.7624 0.9498 +[2025-02-27 02:15:03,545 INFO hook.py line 232 943558] otherfurniture : 0.2704 0.4685 +[2025-02-27 02:15:03,545 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:15:03,545 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5864/0.7176/0.8347. +[2025-02-27 02:15:03,546 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:15:03,552 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:15:03,553 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:15:27,356 INFO hook.py line 109 943558] Train: [22/100][50/60] Data 0.003 (0.006) Batch 0.203 (0.315) Remain 00:24:35 loss: 0.6987 Lr: 5.54623e-03 +[2025-02-27 02:15:29,468 INFO misc.py line 135 943558] Train result: loss: 0.6329 +[2025-02-27 02:15:29,549 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:15:48,051 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2038 +[2025-02-27 02:15:48,770 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6184 +[2025-02-27 02:15:48,884 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3855 +[2025-02-27 02:15:48,933 INFO hook.py line 289 943558] Test: [4/78] Loss 0.8299 +[2025-02-27 02:15:48,974 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6956 +[2025-02-27 02:15:49,031 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0732 +[2025-02-27 02:15:49,092 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7332 +[2025-02-27 02:15:49,130 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3234 +[2025-02-27 02:15:49,175 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0722 +[2025-02-27 02:15:49,218 INFO hook.py line 289 943558] Test: [10/78] Loss 0.9493 +[2025-02-27 02:15:49,285 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4721 +[2025-02-27 02:15:49,335 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5639 +[2025-02-27 02:15:49,413 INFO hook.py line 289 943558] Test: [13/78] Loss 1.9014 +[2025-02-27 02:15:49,458 INFO hook.py line 289 943558] Test: [14/78] Loss 1.6138 +[2025-02-27 02:15:49,691 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7386 +[2025-02-27 02:15:50,027 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1621 +[2025-02-27 02:15:50,067 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5189 +[2025-02-27 02:15:50,115 INFO hook.py line 289 943558] Test: [18/78] Loss 1.2558 +[2025-02-27 02:15:50,169 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1002 +[2025-02-27 02:15:50,209 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0716 +[2025-02-27 02:15:50,242 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3164 +[2025-02-27 02:15:50,286 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3266 +[2025-02-27 02:15:50,320 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9022 +[2025-02-27 02:15:50,361 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0276 +[2025-02-27 02:15:50,404 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9237 +[2025-02-27 02:15:50,458 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9293 +[2025-02-27 02:15:50,506 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1557 +[2025-02-27 02:15:50,538 INFO hook.py line 289 943558] Test: [28/78] Loss 0.7104 +[2025-02-27 02:15:50,569 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3580 +[2025-02-27 02:15:50,620 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4633 +[2025-02-27 02:15:50,673 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3492 +[2025-02-27 02:15:50,709 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5224 +[2025-02-27 02:15:50,759 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4866 +[2025-02-27 02:15:50,795 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8861 +[2025-02-27 02:15:50,830 INFO hook.py line 289 943558] Test: [35/78] Loss 0.9824 +[2025-02-27 02:15:50,869 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1546 +[2025-02-27 02:15:50,913 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3833 +[2025-02-27 02:15:50,942 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3105 +[2025-02-27 02:15:51,001 INFO hook.py line 289 943558] Test: [39/78] Loss 1.6349 +[2025-02-27 02:15:51,046 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5941 +[2025-02-27 02:15:51,087 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0207 +[2025-02-27 02:15:51,124 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2691 +[2025-02-27 02:15:51,171 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2420 +[2025-02-27 02:15:51,223 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6870 +[2025-02-27 02:15:51,256 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5950 +[2025-02-27 02:15:51,308 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7004 +[2025-02-27 02:15:51,344 INFO hook.py line 289 943558] Test: [47/78] Loss 1.2651 +[2025-02-27 02:15:51,375 INFO hook.py line 289 943558] Test: [48/78] Loss 0.9204 +[2025-02-27 02:15:51,408 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4596 +[2025-02-27 02:15:51,438 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8943 +[2025-02-27 02:15:51,466 INFO hook.py line 289 943558] Test: [51/78] Loss 0.5850 +[2025-02-27 02:15:51,499 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8169 +[2025-02-27 02:15:51,524 INFO hook.py line 289 943558] Test: [53/78] Loss 0.8064 +[2025-02-27 02:15:51,557 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0604 +[2025-02-27 02:15:51,592 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1618 +[2025-02-27 02:15:51,631 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5629 +[2025-02-27 02:15:51,662 INFO hook.py line 289 943558] Test: [57/78] Loss 0.7894 +[2025-02-27 02:15:51,688 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5392 +[2025-02-27 02:15:51,726 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9999 +[2025-02-27 02:15:51,758 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9628 +[2025-02-27 02:15:51,782 INFO hook.py line 289 943558] Test: [61/78] Loss 1.0688 +[2025-02-27 02:15:51,814 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8169 +[2025-02-27 02:15:51,848 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2199 +[2025-02-27 02:15:51,902 INFO hook.py line 289 943558] Test: [64/78] Loss 1.7812 +[2025-02-27 02:15:51,928 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0349 +[2025-02-27 02:15:51,966 INFO hook.py line 289 943558] Test: [66/78] Loss 0.7760 +[2025-02-27 02:15:52,002 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3851 +[2025-02-27 02:15:52,034 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6940 +[2025-02-27 02:15:52,062 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3313 +[2025-02-27 02:15:52,114 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1666 +[2025-02-27 02:15:52,155 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7994 +[2025-02-27 02:15:52,203 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3395 +[2025-02-27 02:15:52,250 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5922 +[2025-02-27 02:15:52,289 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0755 +[2025-02-27 02:15:52,335 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5011 +[2025-02-27 02:15:52,362 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8344 +[2025-02-27 02:15:52,415 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5144 +[2025-02-27 02:15:52,439 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8334 +[2025-02-27 02:15:53,863 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:15:53,863 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:15:53,864 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:15:53,864 INFO hook.py line 232 943558] wall : 0.8009 0.8826 +[2025-02-27 02:15:53,864 INFO hook.py line 232 943558] floor : 0.9569 0.9814 +[2025-02-27 02:15:53,864 INFO hook.py line 232 943558] cabinet : 0.4981 0.6487 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] bed : 0.6184 0.7493 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] chair : 0.8339 0.9351 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] sofa : 0.7406 0.8514 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] table : 0.6333 0.7644 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] door : 0.5544 0.7214 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] window : 0.5007 0.6904 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] bookshelf : 0.5433 0.9177 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] picture : 0.2695 0.5197 +[2025-02-27 02:15:53,865 INFO hook.py line 232 943558] counter : 0.6064 0.7355 +[2025-02-27 02:15:53,866 INFO hook.py line 232 943558] desk : 0.4474 0.5558 +[2025-02-27 02:15:53,866 INFO hook.py line 232 943558] curtain : 0.6013 0.7293 +[2025-02-27 02:15:53,866 INFO hook.py line 232 943558] refridgerator : 0.4002 0.4451 +[2025-02-27 02:15:53,866 INFO hook.py line 232 943558] shower curtain : 0.6274 0.6971 +[2025-02-27 02:15:53,866 INFO hook.py line 232 943558] toilet : 0.7848 0.7900 +[2025-02-27 02:15:53,866 INFO hook.py line 232 943558] sink : 0.5750 0.6091 +[2025-02-27 02:15:53,866 INFO hook.py line 232 943558] bathtub : 0.8129 0.8847 +[2025-02-27 02:15:53,867 INFO hook.py line 232 943558] otherfurniture : 0.2854 0.3857 +[2025-02-27 02:15:53,867 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:15:53,867 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6045/0.7247/0.8464. +[2025-02-27 02:15:53,868 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:15:53,879 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:15:53,879 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:16:17,575 INFO hook.py line 109 943558] Train: [23/100][50/60] Data 0.002 (0.005) Batch 0.206 (0.318) Remain 00:24:32 loss: 0.5668 Lr: 5.49239e-03 +[2025-02-27 02:16:19,762 INFO misc.py line 135 943558] Train result: loss: 0.6231 +[2025-02-27 02:16:19,837 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:16:38,966 INFO hook.py line 289 943558] Test: [1/78] Loss 0.3528 +[2025-02-27 02:16:39,017 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5920 +[2025-02-27 02:16:39,056 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5179 +[2025-02-27 02:16:39,105 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5834 +[2025-02-27 02:16:39,135 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6146 +[2025-02-27 02:16:39,185 INFO hook.py line 289 943558] Test: [6/78] Loss 1.5613 +[2025-02-27 02:16:39,231 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5103 +[2025-02-27 02:16:39,257 INFO hook.py line 289 943558] Test: [8/78] Loss 0.6345 +[2025-02-27 02:16:39,297 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4620 +[2025-02-27 02:16:39,331 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7304 +[2025-02-27 02:16:39,377 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5312 +[2025-02-27 02:16:39,408 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5910 +[2025-02-27 02:16:39,453 INFO hook.py line 289 943558] Test: [13/78] Loss 1.8593 +[2025-02-27 02:16:39,491 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0851 +[2025-02-27 02:16:39,525 INFO hook.py line 289 943558] Test: [15/78] Loss 1.3194 +[2025-02-27 02:16:39,578 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1282 +[2025-02-27 02:16:39,615 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6524 +[2025-02-27 02:16:39,645 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6715 +[2025-02-27 02:16:39,684 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0031 +[2025-02-27 02:16:39,716 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1934 +[2025-02-27 02:16:39,748 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2244 +[2025-02-27 02:16:39,784 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4373 +[2025-02-27 02:16:39,809 INFO hook.py line 289 943558] Test: [23/78] Loss 0.6671 +[2025-02-27 02:16:39,849 INFO hook.py line 289 943558] Test: [24/78] Loss 0.8520 +[2025-02-27 02:16:39,888 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0431 +[2025-02-27 02:16:39,926 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9632 +[2025-02-27 02:16:39,973 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2325 +[2025-02-27 02:16:40,004 INFO hook.py line 289 943558] Test: [28/78] Loss 1.1780 +[2025-02-27 02:16:40,030 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3167 +[2025-02-27 02:16:40,080 INFO hook.py line 289 943558] Test: [30/78] Loss 0.6638 +[2025-02-27 02:16:40,132 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4912 +[2025-02-27 02:16:40,165 INFO hook.py line 289 943558] Test: [32/78] Loss 1.2848 +[2025-02-27 02:16:40,215 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3127 +[2025-02-27 02:16:40,250 INFO hook.py line 289 943558] Test: [34/78] Loss 1.4575 +[2025-02-27 02:16:40,285 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4818 +[2025-02-27 02:16:40,319 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8823 +[2025-02-27 02:16:40,353 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5448 +[2025-02-27 02:16:40,381 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4729 +[2025-02-27 02:16:40,438 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3716 +[2025-02-27 02:16:40,480 INFO hook.py line 289 943558] Test: [40/78] Loss 1.9995 +[2025-02-27 02:16:40,519 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0886 +[2025-02-27 02:16:40,543 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1460 +[2025-02-27 02:16:40,575 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2400 +[2025-02-27 02:16:40,626 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6298 +[2025-02-27 02:16:40,658 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6886 +[2025-02-27 02:16:40,701 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7509 +[2025-02-27 02:16:40,735 INFO hook.py line 289 943558] Test: [47/78] Loss 1.4684 +[2025-02-27 02:16:40,764 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7014 +[2025-02-27 02:16:40,793 INFO hook.py line 289 943558] Test: [49/78] Loss 0.9264 +[2025-02-27 02:16:40,822 INFO hook.py line 289 943558] Test: [50/78] Loss 1.4071 +[2025-02-27 02:16:40,847 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4945 +[2025-02-27 02:16:40,877 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7535 +[2025-02-27 02:16:40,900 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6041 +[2025-02-27 02:16:40,931 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9775 +[2025-02-27 02:16:40,964 INFO hook.py line 289 943558] Test: [55/78] Loss 0.3626 +[2025-02-27 02:16:41,000 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4852 +[2025-02-27 02:16:41,029 INFO hook.py line 289 943558] Test: [57/78] Loss 0.7694 +[2025-02-27 02:16:41,053 INFO hook.py line 289 943558] Test: [58/78] Loss 0.7296 +[2025-02-27 02:16:41,088 INFO hook.py line 289 943558] Test: [59/78] Loss 1.2880 +[2025-02-27 02:16:41,117 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8548 +[2025-02-27 02:16:41,138 INFO hook.py line 289 943558] Test: [61/78] Loss 1.4602 +[2025-02-27 02:16:41,167 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7018 +[2025-02-27 02:16:41,199 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1534 +[2025-02-27 02:16:41,251 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2129 +[2025-02-27 02:16:41,275 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8753 +[2025-02-27 02:16:41,311 INFO hook.py line 289 943558] Test: [66/78] Loss 0.7776 +[2025-02-27 02:16:41,346 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3406 +[2025-02-27 02:16:41,375 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9288 +[2025-02-27 02:16:41,402 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2782 +[2025-02-27 02:16:41,452 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1423 +[2025-02-27 02:16:41,491 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9521 +[2025-02-27 02:16:41,537 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6836 +[2025-02-27 02:16:41,582 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5653 +[2025-02-27 02:16:41,619 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8558 +[2025-02-27 02:16:41,663 INFO hook.py line 289 943558] Test: [75/78] Loss 0.7361 +[2025-02-27 02:16:41,690 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7243 +[2025-02-27 02:16:41,741 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3671 +[2025-02-27 02:16:41,766 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9311 +[2025-02-27 02:16:43,078 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:16:43,079 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:16:43,079 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] wall : 0.7939 0.9325 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] floor : 0.9560 0.9792 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] cabinet : 0.5170 0.6878 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] bed : 0.6534 0.8184 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] chair : 0.8574 0.9288 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] sofa : 0.7567 0.8930 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] table : 0.6006 0.6922 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] door : 0.5396 0.6234 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] window : 0.5095 0.7409 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] bookshelf : 0.6260 0.7938 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] picture : 0.3049 0.4189 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] counter : 0.5846 0.7520 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] desk : 0.5177 0.7796 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] curtain : 0.5574 0.6970 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] refridgerator : 0.3854 0.3985 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] shower curtain : 0.5699 0.6469 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] toilet : 0.9056 0.9483 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] sink : 0.5942 0.7243 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] bathtub : 0.8648 0.9295 +[2025-02-27 02:16:43,079 INFO hook.py line 232 943558] otherfurniture : 0.2170 0.2332 +[2025-02-27 02:16:43,080 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:16:43,080 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6156/0.7309/0.8524. +[2025-02-27 02:16:43,080 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:16:43,091 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:16:43,092 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:17:03,172 INFO hook.py line 109 943558] Train: [24/100][50/60] Data 0.010 (0.006) Batch 0.285 (0.297) Remain 00:22:35 loss: 0.6815 Lr: 5.43582e-03 +[2025-02-27 02:17:05,963 INFO misc.py line 135 943558] Train result: loss: 0.6153 +[2025-02-27 02:17:06,109 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:17:26,357 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2133 +[2025-02-27 02:17:26,413 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4041 +[2025-02-27 02:17:26,486 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5183 +[2025-02-27 02:17:26,599 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7435 +[2025-02-27 02:17:26,696 INFO hook.py line 289 943558] Test: [5/78] Loss 0.9093 +[2025-02-27 02:17:26,765 INFO hook.py line 289 943558] Test: [6/78] Loss 1.9071 +[2025-02-27 02:17:26,858 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4685 +[2025-02-27 02:17:26,942 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3140 +[2025-02-27 02:17:36,002 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2715 +[2025-02-27 02:17:36,238 INFO hook.py line 289 943558] Test: [10/78] Loss 0.8121 +[2025-02-27 02:17:36,284 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5492 +[2025-02-27 02:17:36,571 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4649 +[2025-02-27 02:17:36,620 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7088 +[2025-02-27 02:17:36,999 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2870 +[2025-02-27 02:17:37,045 INFO hook.py line 289 943558] Test: [15/78] Loss 2.3846 +[2025-02-27 02:17:37,097 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1643 +[2025-02-27 02:17:37,134 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7648 +[2025-02-27 02:17:37,172 INFO hook.py line 289 943558] Test: [18/78] Loss 1.7105 +[2025-02-27 02:17:37,214 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1569 +[2025-02-27 02:17:37,254 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0438 +[2025-02-27 02:17:37,290 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2646 +[2025-02-27 02:17:37,328 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2688 +[2025-02-27 02:17:37,357 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8732 +[2025-02-27 02:17:37,398 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0312 +[2025-02-27 02:17:37,445 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2911 +[2025-02-27 02:17:37,486 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0414 +[2025-02-27 02:17:37,535 INFO hook.py line 289 943558] Test: [27/78] Loss 1.0375 +[2025-02-27 02:17:37,571 INFO hook.py line 289 943558] Test: [28/78] Loss 1.8732 +[2025-02-27 02:17:37,608 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3925 +[2025-02-27 02:17:37,661 INFO hook.py line 289 943558] Test: [30/78] Loss 0.7119 +[2025-02-27 02:17:37,724 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4458 +[2025-02-27 02:17:37,767 INFO hook.py line 289 943558] Test: [32/78] Loss 0.8676 +[2025-02-27 02:17:37,817 INFO hook.py line 289 943558] Test: [33/78] Loss 0.5262 +[2025-02-27 02:17:37,854 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7373 +[2025-02-27 02:17:37,894 INFO hook.py line 289 943558] Test: [35/78] Loss 0.7096 +[2025-02-27 02:17:37,939 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9545 +[2025-02-27 02:17:37,975 INFO hook.py line 289 943558] Test: [37/78] Loss 0.6014 +[2025-02-27 02:17:38,007 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3374 +[2025-02-27 02:17:38,065 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7079 +[2025-02-27 02:17:38,107 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6255 +[2025-02-27 02:17:38,148 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9810 +[2025-02-27 02:17:38,175 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1546 +[2025-02-27 02:17:38,210 INFO hook.py line 289 943558] Test: [43/78] Loss 0.4157 +[2025-02-27 02:17:38,262 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5494 +[2025-02-27 02:17:38,301 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6356 +[2025-02-27 02:17:38,351 INFO hook.py line 289 943558] Test: [46/78] Loss 1.0993 +[2025-02-27 02:17:38,387 INFO hook.py line 289 943558] Test: [47/78] Loss 2.2450 +[2025-02-27 02:17:38,419 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7119 +[2025-02-27 02:17:38,451 INFO hook.py line 289 943558] Test: [49/78] Loss 0.8773 +[2025-02-27 02:17:38,482 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0815 +[2025-02-27 02:17:38,511 INFO hook.py line 289 943558] Test: [51/78] Loss 0.9802 +[2025-02-27 02:17:38,546 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9560 +[2025-02-27 02:17:38,571 INFO hook.py line 289 943558] Test: [53/78] Loss 0.5888 +[2025-02-27 02:17:38,606 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7916 +[2025-02-27 02:17:38,642 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0929 +[2025-02-27 02:17:38,680 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3117 +[2025-02-27 02:17:38,713 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4666 +[2025-02-27 02:17:38,741 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4319 +[2025-02-27 02:17:38,779 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9741 +[2025-02-27 02:17:38,812 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6620 +[2025-02-27 02:17:38,836 INFO hook.py line 289 943558] Test: [61/78] Loss 2.2861 +[2025-02-27 02:17:38,869 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8695 +[2025-02-27 02:17:38,903 INFO hook.py line 289 943558] Test: [63/78] Loss 1.0215 +[2025-02-27 02:17:38,956 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2379 +[2025-02-27 02:17:38,985 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7364 +[2025-02-27 02:17:39,025 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3954 +[2025-02-27 02:17:39,064 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3967 +[2025-02-27 02:17:39,097 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9135 +[2025-02-27 02:17:39,126 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3140 +[2025-02-27 02:17:39,178 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1501 +[2025-02-27 02:17:39,219 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1297 +[2025-02-27 02:17:39,268 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6444 +[2025-02-27 02:17:39,315 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4078 +[2025-02-27 02:17:39,354 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6862 +[2025-02-27 02:17:39,401 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6172 +[2025-02-27 02:17:39,429 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9378 +[2025-02-27 02:17:39,482 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4388 +[2025-02-27 02:17:39,508 INFO hook.py line 289 943558] Test: [78/78] Loss 1.1173 +[2025-02-27 02:17:40,815 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:17:40,816 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:17:40,816 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:17:40,816 INFO hook.py line 232 943558] wall : 0.8155 0.9475 +[2025-02-27 02:17:40,816 INFO hook.py line 232 943558] floor : 0.9579 0.9816 +[2025-02-27 02:17:40,816 INFO hook.py line 232 943558] cabinet : 0.5102 0.7142 +[2025-02-27 02:17:40,816 INFO hook.py line 232 943558] bed : 0.6967 0.7732 +[2025-02-27 02:17:40,816 INFO hook.py line 232 943558] chair : 0.8683 0.9124 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] sofa : 0.7867 0.8946 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] table : 0.6174 0.7023 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] door : 0.5417 0.6131 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] window : 0.5038 0.6514 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] bookshelf : 0.6375 0.7569 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] picture : 0.3086 0.3623 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] counter : 0.5762 0.6937 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] desk : 0.4867 0.7696 +[2025-02-27 02:17:40,817 INFO hook.py line 232 943558] curtain : 0.5053 0.7320 +[2025-02-27 02:17:40,818 INFO hook.py line 232 943558] refridgerator : 0.2983 0.3273 +[2025-02-27 02:17:40,818 INFO hook.py line 232 943558] shower curtain : 0.2453 0.2539 +[2025-02-27 02:17:40,818 INFO hook.py line 232 943558] toilet : 0.8746 0.8905 +[2025-02-27 02:17:40,818 INFO hook.py line 232 943558] sink : 0.5754 0.6326 +[2025-02-27 02:17:40,818 INFO hook.py line 232 943558] bathtub : 0.7967 0.8055 +[2025-02-27 02:17:40,818 INFO hook.py line 232 943558] otherfurniture : 0.3059 0.4075 +[2025-02-27 02:17:40,818 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:17:40,818 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5954/0.6911/0.8566. +[2025-02-27 02:17:40,819 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:17:40,826 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:17:40,826 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:18:04,613 INFO hook.py line 109 943558] Train: [25/100][50/60] Data 0.002 (0.005) Batch 0.232 (0.313) Remain 00:23:32 loss: 0.6195 Lr: 5.37659e-03 +[2025-02-27 02:18:06,736 INFO misc.py line 135 943558] Train result: loss: 0.6138 +[2025-02-27 02:18:06,819 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:18:26,394 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2257 +[2025-02-27 02:18:26,437 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5027 +[2025-02-27 02:18:26,480 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3469 +[2025-02-27 02:18:26,533 INFO hook.py line 289 943558] Test: [4/78] Loss 0.8234 +[2025-02-27 02:18:26,575 INFO hook.py line 289 943558] Test: [5/78] Loss 0.8108 +[2025-02-27 02:18:26,637 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2365 +[2025-02-27 02:18:26,684 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5468 +[2025-02-27 02:18:26,730 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3563 +[2025-02-27 02:18:26,809 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0726 +[2025-02-27 02:18:26,848 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7564 +[2025-02-27 02:18:26,907 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6491 +[2025-02-27 02:18:26,942 INFO hook.py line 289 943558] Test: [12/78] Loss 1.0033 +[2025-02-27 02:18:26,988 INFO hook.py line 289 943558] Test: [13/78] Loss 0.9954 +[2025-02-27 02:18:27,027 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2860 +[2025-02-27 02:18:27,063 INFO hook.py line 289 943558] Test: [15/78] Loss 2.6215 +[2025-02-27 02:18:27,108 INFO hook.py line 289 943558] Test: [16/78] Loss 0.3182 +[2025-02-27 02:18:27,149 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7004 +[2025-02-27 02:18:27,182 INFO hook.py line 289 943558] Test: [18/78] Loss 1.6966 +[2025-02-27 02:18:27,222 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1316 +[2025-02-27 02:18:27,258 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2426 +[2025-02-27 02:18:27,300 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2513 +[2025-02-27 02:18:27,348 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3649 +[2025-02-27 02:18:27,389 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0796 +[2025-02-27 02:18:27,431 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4049 +[2025-02-27 02:18:27,474 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1529 +[2025-02-27 02:18:27,521 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0398 +[2025-02-27 02:18:27,570 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3712 +[2025-02-27 02:18:27,606 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0499 +[2025-02-27 02:18:27,647 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2673 +[2025-02-27 02:18:27,701 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4969 +[2025-02-27 02:18:27,756 INFO hook.py line 289 943558] Test: [31/78] Loss 0.7297 +[2025-02-27 02:18:27,794 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7529 +[2025-02-27 02:18:27,845 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3425 +[2025-02-27 02:18:27,884 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9044 +[2025-02-27 02:18:27,921 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5099 +[2025-02-27 02:18:27,966 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1106 +[2025-02-27 02:18:28,005 INFO hook.py line 289 943558] Test: [37/78] Loss 0.7492 +[2025-02-27 02:18:28,038 INFO hook.py line 289 943558] Test: [38/78] Loss 0.5055 +[2025-02-27 02:18:28,108 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9118 +[2025-02-27 02:18:28,155 INFO hook.py line 289 943558] Test: [40/78] Loss 1.2140 +[2025-02-27 02:18:28,200 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2391 +[2025-02-27 02:18:28,235 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2244 +[2025-02-27 02:18:28,271 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2185 +[2025-02-27 02:18:28,332 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5944 +[2025-02-27 02:18:28,366 INFO hook.py line 289 943558] Test: [45/78] Loss 0.4762 +[2025-02-27 02:18:28,414 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7062 +[2025-02-27 02:18:28,451 INFO hook.py line 289 943558] Test: [47/78] Loss 1.6478 +[2025-02-27 02:18:28,483 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5562 +[2025-02-27 02:18:28,516 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1876 +[2025-02-27 02:18:28,547 INFO hook.py line 289 943558] Test: [50/78] Loss 1.2845 +[2025-02-27 02:18:28,575 INFO hook.py line 289 943558] Test: [51/78] Loss 2.0240 +[2025-02-27 02:18:28,608 INFO hook.py line 289 943558] Test: [52/78] Loss 1.1814 +[2025-02-27 02:18:28,633 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6452 +[2025-02-27 02:18:28,668 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0747 +[2025-02-27 02:18:28,704 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0658 +[2025-02-27 02:18:28,743 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5309 +[2025-02-27 02:18:28,776 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4709 +[2025-02-27 02:18:28,803 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3903 +[2025-02-27 02:18:28,840 INFO hook.py line 289 943558] Test: [59/78] Loss 0.7034 +[2025-02-27 02:18:28,871 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9957 +[2025-02-27 02:18:28,895 INFO hook.py line 289 943558] Test: [61/78] Loss 3.1229 +[2025-02-27 02:18:28,928 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8564 +[2025-02-27 02:18:28,964 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2655 +[2025-02-27 02:18:29,017 INFO hook.py line 289 943558] Test: [64/78] Loss 1.8553 +[2025-02-27 02:18:29,044 INFO hook.py line 289 943558] Test: [65/78] Loss 1.2898 +[2025-02-27 02:18:29,084 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5364 +[2025-02-27 02:18:29,120 INFO hook.py line 289 943558] Test: [67/78] Loss 0.7123 +[2025-02-27 02:18:29,153 INFO hook.py line 289 943558] Test: [68/78] Loss 1.0111 +[2025-02-27 02:18:29,183 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3417 +[2025-02-27 02:18:29,237 INFO hook.py line 289 943558] Test: [70/78] Loss 1.3467 +[2025-02-27 02:18:29,277 INFO hook.py line 289 943558] Test: [71/78] Loss 1.3184 +[2025-02-27 02:18:29,327 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5845 +[2025-02-27 02:18:29,378 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4899 +[2025-02-27 02:18:29,419 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9199 +[2025-02-27 02:18:29,466 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5658 +[2025-02-27 02:18:29,496 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0111 +[2025-02-27 02:18:29,549 INFO hook.py line 289 943558] Test: [77/78] Loss 0.7544 +[2025-02-27 02:18:29,574 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6688 +[2025-02-27 02:18:30,892 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:18:30,893 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:18:30,893 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] wall : 0.8080 0.9123 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] floor : 0.9568 0.9792 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] cabinet : 0.4414 0.8009 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] bed : 0.5988 0.6220 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] chair : 0.8506 0.9341 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] sofa : 0.7410 0.8446 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] table : 0.6132 0.7686 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] door : 0.4994 0.7663 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] window : 0.4792 0.5917 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] bookshelf : 0.6385 0.6964 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] picture : 0.2855 0.3798 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] counter : 0.4817 0.5411 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] desk : 0.4959 0.8088 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] curtain : 0.4803 0.4877 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] refridgerator : 0.3389 0.3572 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] shower curtain : 0.5487 0.6245 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] toilet : 0.9044 0.9299 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] sink : 0.5815 0.6115 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] bathtub : 0.8689 0.8928 +[2025-02-27 02:18:30,893 INFO hook.py line 232 943558] otherfurniture : 0.2674 0.3073 +[2025-02-27 02:18:30,893 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:18:30,893 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5940/0.6928/0.8446. +[2025-02-27 02:18:30,894 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:18:30,907 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:18:30,907 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:18:55,594 INFO hook.py line 109 943558] Train: [26/100][50/60] Data 0.001 (0.005) Batch 0.219 (0.304) Remain 00:22:31 loss: 0.5258 Lr: 5.31477e-03 +[2025-02-27 02:18:57,618 INFO misc.py line 135 943558] Train result: loss: 0.6017 +[2025-02-27 02:18:57,710 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:19:17,349 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1900 +[2025-02-27 02:19:17,395 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6091 +[2025-02-27 02:19:17,433 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3224 +[2025-02-27 02:19:17,483 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5960 +[2025-02-27 02:19:17,516 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7742 +[2025-02-27 02:19:17,574 INFO hook.py line 289 943558] Test: [6/78] Loss 2.4408 +[2025-02-27 02:19:17,627 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4018 +[2025-02-27 02:19:17,653 INFO hook.py line 289 943558] Test: [8/78] Loss 0.5367 +[2025-02-27 02:19:17,697 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2471 +[2025-02-27 02:19:17,742 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7947 +[2025-02-27 02:19:17,790 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4438 +[2025-02-27 02:19:17,823 INFO hook.py line 289 943558] Test: [12/78] Loss 0.9276 +[2025-02-27 02:19:17,869 INFO hook.py line 289 943558] Test: [13/78] Loss 2.1457 +[2025-02-27 02:19:17,914 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0280 +[2025-02-27 02:19:17,958 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9800 +[2025-02-27 02:19:18,007 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1017 +[2025-02-27 02:19:18,047 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7081 +[2025-02-27 02:19:18,083 INFO hook.py line 289 943558] Test: [18/78] Loss 0.5760 +[2025-02-27 02:19:18,125 INFO hook.py line 289 943558] Test: [19/78] Loss 0.9197 +[2025-02-27 02:19:18,165 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1482 +[2025-02-27 02:19:18,205 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2699 +[2025-02-27 02:19:18,244 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2899 +[2025-02-27 02:19:18,280 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8796 +[2025-02-27 02:19:18,322 INFO hook.py line 289 943558] Test: [24/78] Loss 0.8506 +[2025-02-27 02:19:18,362 INFO hook.py line 289 943558] Test: [25/78] Loss 1.5627 +[2025-02-27 02:19:18,401 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9268 +[2025-02-27 02:19:18,458 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3269 +[2025-02-27 02:19:18,498 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0076 +[2025-02-27 02:19:18,525 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3099 +[2025-02-27 02:19:18,578 INFO hook.py line 289 943558] Test: [30/78] Loss 0.6659 +[2025-02-27 02:19:18,632 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3203 +[2025-02-27 02:19:18,667 INFO hook.py line 289 943558] Test: [32/78] Loss 1.0585 +[2025-02-27 02:19:18,718 INFO hook.py line 289 943558] Test: [33/78] Loss 0.5202 +[2025-02-27 02:19:18,765 INFO hook.py line 289 943558] Test: [34/78] Loss 1.3203 +[2025-02-27 02:19:18,801 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5879 +[2025-02-27 02:19:18,841 INFO hook.py line 289 943558] Test: [36/78] Loss 0.6892 +[2025-02-27 02:19:18,878 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5253 +[2025-02-27 02:19:18,910 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3809 +[2025-02-27 02:19:18,967 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0541 +[2025-02-27 02:19:19,011 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4898 +[2025-02-27 02:19:19,060 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9728 +[2025-02-27 02:19:19,089 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2256 +[2025-02-27 02:19:19,124 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1901 +[2025-02-27 02:19:19,187 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5098 +[2025-02-27 02:19:19,222 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5493 +[2025-02-27 02:19:19,271 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7334 +[2025-02-27 02:19:19,307 INFO hook.py line 289 943558] Test: [47/78] Loss 1.6551 +[2025-02-27 02:19:19,337 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6589 +[2025-02-27 02:19:19,370 INFO hook.py line 289 943558] Test: [49/78] Loss 1.3064 +[2025-02-27 02:19:19,402 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0002 +[2025-02-27 02:19:19,429 INFO hook.py line 289 943558] Test: [51/78] Loss 0.9346 +[2025-02-27 02:19:19,463 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7503 +[2025-02-27 02:19:19,488 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6647 +[2025-02-27 02:19:19,522 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2845 +[2025-02-27 02:19:19,559 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0579 +[2025-02-27 02:19:19,597 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5440 +[2025-02-27 02:19:19,629 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6360 +[2025-02-27 02:19:19,656 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3386 +[2025-02-27 02:19:19,694 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8551 +[2025-02-27 02:19:19,727 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9132 +[2025-02-27 02:19:19,751 INFO hook.py line 289 943558] Test: [61/78] Loss 2.3386 +[2025-02-27 02:19:19,783 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7078 +[2025-02-27 02:19:19,820 INFO hook.py line 289 943558] Test: [63/78] Loss 1.0601 +[2025-02-27 02:19:19,874 INFO hook.py line 289 943558] Test: [64/78] Loss 1.7234 +[2025-02-27 02:19:19,900 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8933 +[2025-02-27 02:19:19,940 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5768 +[2025-02-27 02:19:19,978 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3191 +[2025-02-27 02:19:20,011 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9561 +[2025-02-27 02:19:20,041 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3423 +[2025-02-27 02:19:20,095 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2358 +[2025-02-27 02:19:20,135 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0314 +[2025-02-27 02:19:20,191 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6159 +[2025-02-27 02:19:20,243 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3771 +[2025-02-27 02:19:20,282 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0084 +[2025-02-27 02:19:20,328 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3968 +[2025-02-27 02:19:20,365 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7878 +[2025-02-27 02:19:20,418 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3454 +[2025-02-27 02:19:20,445 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9994 +[2025-02-27 02:19:21,804 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:19:21,804 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:19:21,805 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] wall : 0.8053 0.9479 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] floor : 0.9554 0.9856 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] cabinet : 0.5162 0.7334 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] bed : 0.6879 0.7730 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] chair : 0.8609 0.9196 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] sofa : 0.7395 0.8875 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] table : 0.6404 0.7382 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] door : 0.5328 0.5821 +[2025-02-27 02:19:21,805 INFO hook.py line 232 943558] window : 0.5094 0.7103 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] bookshelf : 0.6487 0.7417 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] picture : 0.2937 0.3870 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] counter : 0.5738 0.6464 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] desk : 0.5728 0.8453 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] curtain : 0.5571 0.7090 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] refridgerator : 0.3444 0.3651 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] shower curtain : 0.5130 0.5514 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] toilet : 0.9151 0.9516 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] sink : 0.5784 0.6414 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] bathtub : 0.8336 0.9080 +[2025-02-27 02:19:21,806 INFO hook.py line 232 943558] otherfurniture : 0.2774 0.3065 +[2025-02-27 02:19:21,806 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:19:21,807 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6178/0.7166/0.8590. +[2025-02-27 02:19:21,807 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:19:21,820 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:19:21,821 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:19:46,371 INFO hook.py line 109 943558] Train: [27/100][50/60] Data 0.001 (0.004) Batch 0.209 (0.353) Remain 00:25:49 loss: 0.4892 Lr: 5.25041e-03 +[2025-02-27 02:19:48,587 INFO misc.py line 135 943558] Train result: loss: 0.5703 +[2025-02-27 02:19:48,661 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:20:07,739 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1899 +[2025-02-27 02:20:07,888 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6579 +[2025-02-27 02:20:07,929 INFO hook.py line 289 943558] Test: [3/78] Loss 0.7200 +[2025-02-27 02:20:07,978 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5782 +[2025-02-27 02:20:08,018 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6830 +[2025-02-27 02:20:08,359 INFO hook.py line 289 943558] Test: [6/78] Loss 1.7803 +[2025-02-27 02:20:08,421 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5242 +[2025-02-27 02:20:08,457 INFO hook.py line 289 943558] Test: [8/78] Loss 0.5303 +[2025-02-27 02:20:08,498 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2641 +[2025-02-27 02:20:08,536 INFO hook.py line 289 943558] Test: [10/78] Loss 0.8299 +[2025-02-27 02:20:08,578 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6231 +[2025-02-27 02:20:08,608 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5270 +[2025-02-27 02:20:08,653 INFO hook.py line 289 943558] Test: [13/78] Loss 1.0508 +[2025-02-27 02:20:08,689 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0890 +[2025-02-27 02:20:08,732 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7687 +[2025-02-27 02:20:08,836 INFO hook.py line 289 943558] Test: [16/78] Loss 0.2565 +[2025-02-27 02:20:08,871 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7831 +[2025-02-27 02:20:08,905 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8704 +[2025-02-27 02:20:08,948 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1461 +[2025-02-27 02:20:08,985 INFO hook.py line 289 943558] Test: [20/78] Loss 0.8765 +[2025-02-27 02:20:09,017 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2557 +[2025-02-27 02:20:09,054 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2495 +[2025-02-27 02:20:09,088 INFO hook.py line 289 943558] Test: [23/78] Loss 0.6753 +[2025-02-27 02:20:09,129 INFO hook.py line 289 943558] Test: [24/78] Loss 0.9675 +[2025-02-27 02:20:09,166 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0556 +[2025-02-27 02:20:09,204 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8139 +[2025-02-27 02:20:09,251 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2388 +[2025-02-27 02:20:09,282 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3010 +[2025-02-27 02:20:09,311 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2794 +[2025-02-27 02:20:09,363 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5133 +[2025-02-27 02:20:09,416 INFO hook.py line 289 943558] Test: [31/78] Loss 0.6304 +[2025-02-27 02:20:09,450 INFO hook.py line 289 943558] Test: [32/78] Loss 1.8692 +[2025-02-27 02:20:09,498 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3403 +[2025-02-27 02:20:09,540 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9621 +[2025-02-27 02:20:09,583 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3843 +[2025-02-27 02:20:09,618 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9043 +[2025-02-27 02:20:09,652 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5001 +[2025-02-27 02:20:09,679 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2803 +[2025-02-27 02:20:09,736 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7207 +[2025-02-27 02:20:09,781 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5127 +[2025-02-27 02:20:09,820 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1850 +[2025-02-27 02:20:09,852 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1802 +[2025-02-27 02:20:09,891 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2399 +[2025-02-27 02:20:09,940 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5558 +[2025-02-27 02:20:09,974 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8365 +[2025-02-27 02:20:10,016 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6166 +[2025-02-27 02:20:10,050 INFO hook.py line 289 943558] Test: [47/78] Loss 1.1940 +[2025-02-27 02:20:10,079 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8068 +[2025-02-27 02:20:10,107 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5515 +[2025-02-27 02:20:10,134 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7405 +[2025-02-27 02:20:10,159 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5801 +[2025-02-27 02:20:10,188 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9293 +[2025-02-27 02:20:10,209 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3011 +[2025-02-27 02:20:10,239 INFO hook.py line 289 943558] Test: [54/78] Loss 1.8859 +[2025-02-27 02:20:10,272 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0934 +[2025-02-27 02:20:10,308 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3441 +[2025-02-27 02:20:10,336 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4322 +[2025-02-27 02:20:10,359 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4107 +[2025-02-27 02:20:10,393 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9227 +[2025-02-27 02:20:10,422 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4933 +[2025-02-27 02:20:10,442 INFO hook.py line 289 943558] Test: [61/78] Loss 2.9266 +[2025-02-27 02:20:10,472 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7785 +[2025-02-27 02:20:10,503 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3017 +[2025-02-27 02:20:10,554 INFO hook.py line 289 943558] Test: [64/78] Loss 1.6522 +[2025-02-27 02:20:10,578 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9555 +[2025-02-27 02:20:10,614 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4864 +[2025-02-27 02:20:10,647 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3935 +[2025-02-27 02:20:10,676 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8327 +[2025-02-27 02:20:10,702 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2810 +[2025-02-27 02:20:10,751 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0464 +[2025-02-27 02:20:10,790 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9722 +[2025-02-27 02:20:10,836 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5696 +[2025-02-27 02:20:10,881 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3493 +[2025-02-27 02:20:10,917 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8460 +[2025-02-27 02:20:10,961 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5323 +[2025-02-27 02:20:10,986 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0783 +[2025-02-27 02:20:11,037 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5586 +[2025-02-27 02:20:11,060 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7019 +[2025-02-27 02:20:12,376 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:20:12,377 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:20:12,377 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] wall : 0.8068 0.9323 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] floor : 0.9583 0.9852 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] cabinet : 0.4915 0.6864 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] bed : 0.6972 0.8148 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] chair : 0.8384 0.8936 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] sofa : 0.7365 0.8903 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] table : 0.6482 0.7305 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] door : 0.5422 0.6181 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] window : 0.4902 0.5999 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] bookshelf : 0.6056 0.6914 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] picture : 0.3081 0.3986 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] counter : 0.5845 0.7726 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] desk : 0.5061 0.7964 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] curtain : 0.5103 0.7338 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] refridgerator : 0.3835 0.4527 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] shower curtain : 0.4192 0.4489 +[2025-02-27 02:20:12,377 INFO hook.py line 232 943558] toilet : 0.9307 0.9541 +[2025-02-27 02:20:12,378 INFO hook.py line 232 943558] sink : 0.6231 0.6987 +[2025-02-27 02:20:12,378 INFO hook.py line 232 943558] bathtub : 0.8805 0.9193 +[2025-02-27 02:20:12,378 INFO hook.py line 232 943558] otherfurniture : 0.3003 0.4152 +[2025-02-27 02:20:12,378 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:20:12,378 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6131/0.7216/0.8529. +[2025-02-27 02:20:12,379 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:20:12,391 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:20:12,391 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:20:33,252 INFO hook.py line 109 943558] Train: [28/100][50/60] Data 0.004 (0.004) Batch 0.332 (0.296) Remain 00:21:20 loss: 0.5180 Lr: 5.18359e-03 +[2025-02-27 02:20:36,498 INFO misc.py line 135 943558] Train result: loss: 0.5601 +[2025-02-27 02:20:36,654 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:20:57,391 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1718 +[2025-02-27 02:20:57,591 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4562 +[2025-02-27 02:20:57,884 INFO hook.py line 289 943558] Test: [3/78] Loss 0.6059 +[2025-02-27 02:20:58,552 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6357 +[2025-02-27 02:20:58,601 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5438 +[2025-02-27 02:20:58,668 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2481 +[2025-02-27 02:20:58,728 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6224 +[2025-02-27 02:20:58,772 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3043 +[2025-02-27 02:21:07,081 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2918 +[2025-02-27 02:21:07,915 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5987 +[2025-02-27 02:21:07,959 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5218 +[2025-02-27 02:21:08,001 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5639 +[2025-02-27 02:21:08,046 INFO hook.py line 289 943558] Test: [13/78] Loss 2.1306 +[2025-02-27 02:21:08,095 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2699 +[2025-02-27 02:21:08,500 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7521 +[2025-02-27 02:21:08,544 INFO hook.py line 289 943558] Test: [16/78] Loss 0.2096 +[2025-02-27 02:21:08,587 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7345 +[2025-02-27 02:21:08,619 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0320 +[2025-02-27 02:21:08,668 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2251 +[2025-02-27 02:21:08,702 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1707 +[2025-02-27 02:21:08,741 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2227 +[2025-02-27 02:21:08,779 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3675 +[2025-02-27 02:21:08,805 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9802 +[2025-02-27 02:21:08,858 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1405 +[2025-02-27 02:21:08,898 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9894 +[2025-02-27 02:21:08,939 INFO hook.py line 289 943558] Test: [26/78] Loss 0.6499 +[2025-02-27 02:21:08,987 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3297 +[2025-02-27 02:21:09,028 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0790 +[2025-02-27 02:21:09,066 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2492 +[2025-02-27 02:21:09,118 INFO hook.py line 289 943558] Test: [30/78] Loss 0.6328 +[2025-02-27 02:21:09,176 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3041 +[2025-02-27 02:21:09,219 INFO hook.py line 289 943558] Test: [32/78] Loss 1.5666 +[2025-02-27 02:21:09,269 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2764 +[2025-02-27 02:21:09,307 INFO hook.py line 289 943558] Test: [34/78] Loss 0.6204 +[2025-02-27 02:21:09,343 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5526 +[2025-02-27 02:21:09,395 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1745 +[2025-02-27 02:21:09,433 INFO hook.py line 289 943558] Test: [37/78] Loss 0.6601 +[2025-02-27 02:21:09,463 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3748 +[2025-02-27 02:21:09,522 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9115 +[2025-02-27 02:21:09,567 INFO hook.py line 289 943558] Test: [40/78] Loss 1.2113 +[2025-02-27 02:21:09,616 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1053 +[2025-02-27 02:21:09,652 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1236 +[2025-02-27 02:21:09,690 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1839 +[2025-02-27 02:21:09,744 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5619 +[2025-02-27 02:21:09,781 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7003 +[2025-02-27 02:21:09,831 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5868 +[2025-02-27 02:21:09,866 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9129 +[2025-02-27 02:21:09,898 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6111 +[2025-02-27 02:21:09,928 INFO hook.py line 289 943558] Test: [49/78] Loss 1.2268 +[2025-02-27 02:21:09,958 INFO hook.py line 289 943558] Test: [50/78] Loss 1.2065 +[2025-02-27 02:21:09,985 INFO hook.py line 289 943558] Test: [51/78] Loss 1.1805 +[2025-02-27 02:21:10,021 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9980 +[2025-02-27 02:21:10,044 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2996 +[2025-02-27 02:21:10,077 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7331 +[2025-02-27 02:21:10,114 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0476 +[2025-02-27 02:21:10,152 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3520 +[2025-02-27 02:21:10,184 INFO hook.py line 289 943558] Test: [57/78] Loss 0.8151 +[2025-02-27 02:21:10,209 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4514 +[2025-02-27 02:21:10,246 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0116 +[2025-02-27 02:21:10,277 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9497 +[2025-02-27 02:21:10,301 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6092 +[2025-02-27 02:21:10,332 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5099 +[2025-02-27 02:21:10,366 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1960 +[2025-02-27 02:21:10,419 INFO hook.py line 289 943558] Test: [64/78] Loss 1.5552 +[2025-02-27 02:21:10,445 INFO hook.py line 289 943558] Test: [65/78] Loss 1.4916 +[2025-02-27 02:21:10,483 INFO hook.py line 289 943558] Test: [66/78] Loss 0.7939 +[2025-02-27 02:21:10,523 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4811 +[2025-02-27 02:21:10,554 INFO hook.py line 289 943558] Test: [68/78] Loss 1.0919 +[2025-02-27 02:21:10,582 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2778 +[2025-02-27 02:21:10,634 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2210 +[2025-02-27 02:21:10,674 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0690 +[2025-02-27 02:21:10,722 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4475 +[2025-02-27 02:21:10,768 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4756 +[2025-02-27 02:21:10,806 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6563 +[2025-02-27 02:21:10,851 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4438 +[2025-02-27 02:21:10,877 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9408 +[2025-02-27 02:21:10,930 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4424 +[2025-02-27 02:21:10,956 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5425 +[2025-02-27 02:21:12,086 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:21:12,087 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:21:12,087 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:21:12,087 INFO hook.py line 232 943558] wall : 0.8031 0.9390 +[2025-02-27 02:21:12,087 INFO hook.py line 232 943558] floor : 0.9549 0.9880 +[2025-02-27 02:21:12,087 INFO hook.py line 232 943558] cabinet : 0.5374 0.6369 +[2025-02-27 02:21:12,087 INFO hook.py line 232 943558] bed : 0.6973 0.7927 +[2025-02-27 02:21:12,088 INFO hook.py line 232 943558] chair : 0.8604 0.9018 +[2025-02-27 02:21:12,088 INFO hook.py line 232 943558] sofa : 0.7558 0.8619 +[2025-02-27 02:21:12,088 INFO hook.py line 232 943558] table : 0.6236 0.7774 +[2025-02-27 02:21:12,088 INFO hook.py line 232 943558] door : 0.5480 0.6383 +[2025-02-27 02:21:12,088 INFO hook.py line 232 943558] window : 0.5016 0.7411 +[2025-02-27 02:21:12,088 INFO hook.py line 232 943558] bookshelf : 0.6188 0.7010 +[2025-02-27 02:21:12,088 INFO hook.py line 232 943558] picture : 0.2771 0.3396 +[2025-02-27 02:21:12,089 INFO hook.py line 232 943558] counter : 0.5338 0.7560 +[2025-02-27 02:21:12,089 INFO hook.py line 232 943558] desk : 0.5151 0.6697 +[2025-02-27 02:21:12,089 INFO hook.py line 232 943558] curtain : 0.4780 0.5694 +[2025-02-27 02:21:12,089 INFO hook.py line 232 943558] refridgerator : 0.3932 0.4626 +[2025-02-27 02:21:12,089 INFO hook.py line 232 943558] shower curtain : 0.5951 0.6757 +[2025-02-27 02:21:12,089 INFO hook.py line 232 943558] toilet : 0.8975 0.9241 +[2025-02-27 02:21:12,089 INFO hook.py line 232 943558] sink : 0.5915 0.6371 +[2025-02-27 02:21:12,090 INFO hook.py line 232 943558] bathtub : 0.8738 0.9179 +[2025-02-27 02:21:12,090 INFO hook.py line 232 943558] otherfurniture : 0.3010 0.4031 +[2025-02-27 02:21:12,090 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:21:12,090 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6178/0.7167/0.8556. +[2025-02-27 02:21:12,091 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:21:12,096 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:21:12,097 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:21:35,987 INFO hook.py line 109 943558] Train: [29/100][50/60] Data 0.003 (0.006) Batch 0.202 (0.297) Remain 00:21:06 loss: 0.4985 Lr: 5.11438e-03 +[2025-02-27 02:21:38,058 INFO misc.py line 135 943558] Train result: loss: 0.5696 +[2025-02-27 02:21:38,146 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:21:57,497 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1713 +[2025-02-27 02:21:57,550 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4805 +[2025-02-27 02:21:57,608 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4529 +[2025-02-27 02:21:57,656 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7172 +[2025-02-27 02:21:57,700 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7652 +[2025-02-27 02:21:57,758 INFO hook.py line 289 943558] Test: [6/78] Loss 1.7235 +[2025-02-27 02:21:57,811 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5897 +[2025-02-27 02:21:57,857 INFO hook.py line 289 943558] Test: [8/78] Loss 0.6247 +[2025-02-27 02:21:57,905 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2674 +[2025-02-27 02:21:57,949 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5596 +[2025-02-27 02:21:57,998 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4678 +[2025-02-27 02:21:58,043 INFO hook.py line 289 943558] Test: [12/78] Loss 0.9083 +[2025-02-27 02:21:58,089 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4287 +[2025-02-27 02:21:58,612 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2475 +[2025-02-27 02:21:58,653 INFO hook.py line 289 943558] Test: [15/78] Loss 2.3273 +[2025-02-27 02:21:58,697 INFO hook.py line 289 943558] Test: [16/78] Loss 2.3021 +[2025-02-27 02:21:58,733 INFO hook.py line 289 943558] Test: [17/78] Loss 1.1320 +[2025-02-27 02:21:58,766 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0640 +[2025-02-27 02:21:58,812 INFO hook.py line 289 943558] Test: [19/78] Loss 0.9600 +[2025-02-27 02:21:58,850 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4667 +[2025-02-27 02:21:58,884 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3084 +[2025-02-27 02:21:58,922 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2906 +[2025-02-27 02:21:58,966 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0005 +[2025-02-27 02:21:59,014 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3703 +[2025-02-27 02:21:59,064 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0325 +[2025-02-27 02:21:59,105 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8435 +[2025-02-27 02:21:59,153 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4060 +[2025-02-27 02:21:59,187 INFO hook.py line 289 943558] Test: [28/78] Loss 1.9587 +[2025-02-27 02:21:59,218 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2847 +[2025-02-27 02:21:59,280 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3869 +[2025-02-27 02:21:59,336 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3916 +[2025-02-27 02:21:59,371 INFO hook.py line 289 943558] Test: [32/78] Loss 1.6215 +[2025-02-27 02:21:59,421 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2782 +[2025-02-27 02:21:59,457 INFO hook.py line 289 943558] Test: [34/78] Loss 0.6907 +[2025-02-27 02:21:59,500 INFO hook.py line 289 943558] Test: [35/78] Loss 0.7011 +[2025-02-27 02:21:59,544 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1277 +[2025-02-27 02:21:59,583 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3913 +[2025-02-27 02:21:59,617 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3057 +[2025-02-27 02:21:59,675 INFO hook.py line 289 943558] Test: [39/78] Loss 1.5265 +[2025-02-27 02:21:59,720 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4125 +[2025-02-27 02:21:59,768 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2063 +[2025-02-27 02:21:59,803 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1984 +[2025-02-27 02:21:59,846 INFO hook.py line 289 943558] Test: [43/78] Loss 0.3240 +[2025-02-27 02:21:59,900 INFO hook.py line 289 943558] Test: [44/78] Loss 0.8781 +[2025-02-27 02:21:59,929 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6471 +[2025-02-27 02:21:59,973 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6939 +[2025-02-27 02:22:00,009 INFO hook.py line 289 943558] Test: [47/78] Loss 1.8625 +[2025-02-27 02:22:00,041 INFO hook.py line 289 943558] Test: [48/78] Loss 1.1572 +[2025-02-27 02:22:00,071 INFO hook.py line 289 943558] Test: [49/78] Loss 1.2636 +[2025-02-27 02:22:00,101 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9200 +[2025-02-27 02:22:00,128 INFO hook.py line 289 943558] Test: [51/78] Loss 1.3367 +[2025-02-27 02:22:00,164 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8826 +[2025-02-27 02:22:00,189 INFO hook.py line 289 943558] Test: [53/78] Loss 0.7868 +[2025-02-27 02:22:00,221 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7777 +[2025-02-27 02:22:00,256 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0738 +[2025-02-27 02:22:00,295 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4630 +[2025-02-27 02:22:00,325 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6183 +[2025-02-27 02:22:00,351 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5988 +[2025-02-27 02:22:00,388 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0440 +[2025-02-27 02:22:00,419 INFO hook.py line 289 943558] Test: [60/78] Loss 1.0513 +[2025-02-27 02:22:00,443 INFO hook.py line 289 943558] Test: [61/78] Loss 3.1118 +[2025-02-27 02:22:00,476 INFO hook.py line 289 943558] Test: [62/78] Loss 1.0986 +[2025-02-27 02:22:00,511 INFO hook.py line 289 943558] Test: [63/78] Loss 1.0378 +[2025-02-27 02:22:00,564 INFO hook.py line 289 943558] Test: [64/78] Loss 1.6312 +[2025-02-27 02:22:00,591 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1655 +[2025-02-27 02:22:00,630 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4788 +[2025-02-27 02:22:00,667 INFO hook.py line 289 943558] Test: [67/78] Loss 0.9871 +[2025-02-27 02:22:00,698 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8498 +[2025-02-27 02:22:00,726 INFO hook.py line 289 943558] Test: [69/78] Loss 1.4380 +[2025-02-27 02:22:00,778 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9646 +[2025-02-27 02:22:00,818 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1860 +[2025-02-27 02:22:00,867 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6551 +[2025-02-27 02:22:00,914 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5576 +[2025-02-27 02:22:00,953 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1928 +[2025-02-27 02:22:00,999 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5280 +[2025-02-27 02:22:01,026 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0660 +[2025-02-27 02:22:01,079 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5926 +[2025-02-27 02:22:01,105 INFO hook.py line 289 943558] Test: [78/78] Loss 0.4499 +[2025-02-27 02:22:02,805 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:22:02,806 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:22:02,807 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:22:02,807 INFO hook.py line 232 943558] wall : 0.8099 0.9199 +[2025-02-27 02:22:02,807 INFO hook.py line 232 943558] floor : 0.9149 0.9396 +[2025-02-27 02:22:02,807 INFO hook.py line 232 943558] cabinet : 0.4837 0.7091 +[2025-02-27 02:22:02,808 INFO hook.py line 232 943558] bed : 0.6877 0.7451 +[2025-02-27 02:22:02,808 INFO hook.py line 232 943558] chair : 0.8500 0.9148 +[2025-02-27 02:22:02,808 INFO hook.py line 232 943558] sofa : 0.7535 0.8367 +[2025-02-27 02:22:02,809 INFO hook.py line 232 943558] table : 0.4957 0.7572 +[2025-02-27 02:22:02,809 INFO hook.py line 232 943558] door : 0.5706 0.7175 +[2025-02-27 02:22:02,809 INFO hook.py line 232 943558] window : 0.5071 0.6384 +[2025-02-27 02:22:02,809 INFO hook.py line 232 943558] bookshelf : 0.5475 0.5996 +[2025-02-27 02:22:02,809 INFO hook.py line 232 943558] picture : 0.2828 0.4204 +[2025-02-27 02:22:02,809 INFO hook.py line 232 943558] counter : 0.5427 0.7191 +[2025-02-27 02:22:02,810 INFO hook.py line 232 943558] desk : 0.4822 0.7391 +[2025-02-27 02:22:02,810 INFO hook.py line 232 943558] curtain : 0.4202 0.4412 +[2025-02-27 02:22:02,810 INFO hook.py line 232 943558] refridgerator : 0.4053 0.4858 +[2025-02-27 02:22:02,810 INFO hook.py line 232 943558] shower curtain : 0.4360 0.4761 +[2025-02-27 02:22:02,810 INFO hook.py line 232 943558] toilet : 0.9018 0.9475 +[2025-02-27 02:22:02,810 INFO hook.py line 232 943558] sink : 0.5845 0.7023 +[2025-02-27 02:22:02,811 INFO hook.py line 232 943558] bathtub : 0.8724 0.8950 +[2025-02-27 02:22:02,811 INFO hook.py line 232 943558] otherfurniture : 0.2731 0.4336 +[2025-02-27 02:22:02,811 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:22:02,811 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5911/0.7019/0.8352. +[2025-02-27 02:22:02,812 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:22:02,825 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:22:02,825 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:22:26,330 INFO hook.py line 109 943558] Train: [30/100][50/60] Data 0.003 (0.007) Batch 0.213 (0.293) Remain 00:20:34 loss: 0.4590 Lr: 5.04286e-03 +[2025-02-27 02:22:28,455 INFO misc.py line 135 943558] Train result: loss: 0.5390 +[2025-02-27 02:22:28,534 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:22:47,774 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1697 +[2025-02-27 02:22:48,237 INFO hook.py line 289 943558] Test: [2/78] Loss 0.7051 +[2025-02-27 02:22:48,281 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3674 +[2025-02-27 02:22:48,629 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6396 +[2025-02-27 02:22:48,663 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6490 +[2025-02-27 02:22:48,720 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3856 +[2025-02-27 02:22:48,768 INFO hook.py line 289 943558] Test: [7/78] Loss 0.9624 +[2025-02-27 02:22:48,807 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2651 +[2025-02-27 02:22:48,860 INFO hook.py line 289 943558] Test: [9/78] Loss 0.9444 +[2025-02-27 02:22:48,908 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5207 +[2025-02-27 02:22:48,962 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4872 +[2025-02-27 02:22:49,008 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6511 +[2025-02-27 02:22:49,055 INFO hook.py line 289 943558] Test: [13/78] Loss 1.9668 +[2025-02-27 02:22:49,094 INFO hook.py line 289 943558] Test: [14/78] Loss 1.6585 +[2025-02-27 02:22:49,129 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7538 +[2025-02-27 02:22:49,175 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1193 +[2025-02-27 02:22:49,217 INFO hook.py line 289 943558] Test: [17/78] Loss 0.9035 +[2025-02-27 02:22:49,267 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0120 +[2025-02-27 02:22:49,313 INFO hook.py line 289 943558] Test: [19/78] Loss 1.3079 +[2025-02-27 02:22:49,354 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0882 +[2025-02-27 02:22:49,391 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2613 +[2025-02-27 02:22:49,429 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2193 +[2025-02-27 02:22:49,457 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8298 +[2025-02-27 02:22:49,499 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2563 +[2025-02-27 02:22:49,545 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8370 +[2025-02-27 02:22:49,591 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9753 +[2025-02-27 02:22:49,640 INFO hook.py line 289 943558] Test: [27/78] Loss 1.0118 +[2025-02-27 02:22:49,673 INFO hook.py line 289 943558] Test: [28/78] Loss 2.8781 +[2025-02-27 02:22:49,709 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3120 +[2025-02-27 02:22:49,770 INFO hook.py line 289 943558] Test: [30/78] Loss 0.7551 +[2025-02-27 02:22:49,823 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4430 +[2025-02-27 02:22:49,856 INFO hook.py line 289 943558] Test: [32/78] Loss 1.2315 +[2025-02-27 02:22:49,906 INFO hook.py line 289 943558] Test: [33/78] Loss 0.7233 +[2025-02-27 02:22:49,942 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8530 +[2025-02-27 02:22:49,978 INFO hook.py line 289 943558] Test: [35/78] Loss 0.8562 +[2025-02-27 02:22:50,016 INFO hook.py line 289 943558] Test: [36/78] Loss 1.2267 +[2025-02-27 02:22:50,051 INFO hook.py line 289 943558] Test: [37/78] Loss 0.6440 +[2025-02-27 02:22:50,083 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4411 +[2025-02-27 02:22:50,142 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2415 +[2025-02-27 02:22:50,186 INFO hook.py line 289 943558] Test: [40/78] Loss 1.3344 +[2025-02-27 02:22:50,234 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1235 +[2025-02-27 02:22:50,274 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1830 +[2025-02-27 02:22:50,322 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2564 +[2025-02-27 02:22:50,373 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5739 +[2025-02-27 02:22:50,410 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7838 +[2025-02-27 02:22:50,464 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5573 +[2025-02-27 02:22:50,500 INFO hook.py line 289 943558] Test: [47/78] Loss 1.5992 +[2025-02-27 02:22:50,531 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8023 +[2025-02-27 02:22:50,562 INFO hook.py line 289 943558] Test: [49/78] Loss 1.0720 +[2025-02-27 02:22:50,592 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8608 +[2025-02-27 02:22:50,620 INFO hook.py line 289 943558] Test: [51/78] Loss 0.6120 +[2025-02-27 02:22:50,653 INFO hook.py line 289 943558] Test: [52/78] Loss 1.2124 +[2025-02-27 02:22:50,679 INFO hook.py line 289 943558] Test: [53/78] Loss 1.0354 +[2025-02-27 02:22:50,713 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9721 +[2025-02-27 02:22:50,751 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0866 +[2025-02-27 02:22:50,789 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3763 +[2025-02-27 02:22:50,822 INFO hook.py line 289 943558] Test: [57/78] Loss 1.0344 +[2025-02-27 02:22:50,849 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4933 +[2025-02-27 02:22:50,886 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8483 +[2025-02-27 02:22:50,918 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8606 +[2025-02-27 02:22:50,941 INFO hook.py line 289 943558] Test: [61/78] Loss 3.5309 +[2025-02-27 02:22:50,972 INFO hook.py line 289 943558] Test: [62/78] Loss 1.0893 +[2025-02-27 02:22:51,008 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2235 +[2025-02-27 02:22:51,061 INFO hook.py line 289 943558] Test: [64/78] Loss 1.8321 +[2025-02-27 02:22:51,087 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1331 +[2025-02-27 02:22:51,129 INFO hook.py line 289 943558] Test: [66/78] Loss 1.1935 +[2025-02-27 02:22:51,166 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5609 +[2025-02-27 02:22:51,200 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7501 +[2025-02-27 02:22:51,232 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3314 +[2025-02-27 02:22:51,284 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2987 +[2025-02-27 02:22:51,325 INFO hook.py line 289 943558] Test: [71/78] Loss 1.5966 +[2025-02-27 02:22:51,380 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3765 +[2025-02-27 02:22:51,427 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5261 +[2025-02-27 02:22:51,471 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2956 +[2025-02-27 02:22:51,518 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5465 +[2025-02-27 02:22:51,548 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0015 +[2025-02-27 02:22:51,600 INFO hook.py line 289 943558] Test: [77/78] Loss 0.6106 +[2025-02-27 02:22:51,627 INFO hook.py line 289 943558] Test: [78/78] Loss 0.3806 +[2025-02-27 02:22:53,167 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:22:53,169 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:22:53,169 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:22:53,169 INFO hook.py line 232 943558] wall : 0.7961 0.9433 +[2025-02-27 02:22:53,169 INFO hook.py line 232 943558] floor : 0.9518 0.9857 +[2025-02-27 02:22:53,169 INFO hook.py line 232 943558] cabinet : 0.4955 0.5913 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] bed : 0.6426 0.7653 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] chair : 0.8495 0.8896 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] sofa : 0.7330 0.8149 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] table : 0.5885 0.8199 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] door : 0.5622 0.6835 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] window : 0.4731 0.7166 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] bookshelf : 0.5551 0.5753 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] picture : 0.3049 0.3591 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] counter : 0.5371 0.7009 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] desk : 0.4835 0.7181 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] curtain : 0.5209 0.6690 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] refridgerator : 0.3948 0.4054 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] shower curtain : 0.4479 0.4772 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] toilet : 0.7509 0.7612 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] sink : 0.5647 0.7348 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] bathtub : 0.8041 0.8878 +[2025-02-27 02:22:53,170 INFO hook.py line 232 943558] otherfurniture : 0.2729 0.3118 +[2025-02-27 02:22:53,170 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:22:53,170 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.5864/0.6905/0.8479. +[2025-02-27 02:22:53,171 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:22:53,173 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:22:53,174 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:23:17,945 INFO hook.py line 109 943558] Train: [31/100][50/60] Data 0.002 (0.004) Batch 0.227 (0.314) Remain 00:21:44 loss: 0.5798 Lr: 4.96911e-03 +[2025-02-27 02:23:20,019 INFO misc.py line 135 943558] Train result: loss: 0.5230 +[2025-02-27 02:23:20,077 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:23:38,112 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1307 +[2025-02-27 02:23:38,259 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6877 +[2025-02-27 02:23:38,296 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3051 +[2025-02-27 02:23:38,344 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5906 +[2025-02-27 02:23:38,381 INFO hook.py line 289 943558] Test: [5/78] Loss 1.0303 +[2025-02-27 02:23:38,436 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0140 +[2025-02-27 02:23:38,910 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6018 +[2025-02-27 02:23:38,944 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2627 +[2025-02-27 02:23:38,991 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2432 +[2025-02-27 02:23:39,030 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5579 +[2025-02-27 02:23:39,559 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5725 +[2025-02-27 02:23:39,593 INFO hook.py line 289 943558] Test: [12/78] Loss 0.8874 +[2025-02-27 02:23:39,638 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6476 +[2025-02-27 02:23:39,672 INFO hook.py line 289 943558] Test: [14/78] Loss 1.5310 +[2025-02-27 02:23:39,708 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9837 +[2025-02-27 02:23:39,749 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1037 +[2025-02-27 02:23:39,785 INFO hook.py line 289 943558] Test: [17/78] Loss 0.9609 +[2025-02-27 02:23:39,816 INFO hook.py line 289 943558] Test: [18/78] Loss 1.1617 +[2025-02-27 02:23:39,863 INFO hook.py line 289 943558] Test: [19/78] Loss 1.4515 +[2025-02-27 02:23:39,893 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0437 +[2025-02-27 02:23:39,929 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2511 +[2025-02-27 02:23:39,966 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3455 +[2025-02-27 02:23:39,994 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7785 +[2025-02-27 02:23:40,035 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1397 +[2025-02-27 02:23:40,076 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3280 +[2025-02-27 02:23:40,116 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0343 +[2025-02-27 02:23:40,162 INFO hook.py line 289 943558] Test: [27/78] Loss 0.8554 +[2025-02-27 02:23:40,195 INFO hook.py line 289 943558] Test: [28/78] Loss 1.5975 +[2025-02-27 02:23:40,222 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2599 +[2025-02-27 02:23:40,272 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5392 +[2025-02-27 02:23:40,330 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4001 +[2025-02-27 02:23:40,369 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5273 +[2025-02-27 02:23:40,418 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4256 +[2025-02-27 02:23:40,452 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8028 +[2025-02-27 02:23:40,486 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5316 +[2025-02-27 02:23:40,526 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0428 +[2025-02-27 02:23:40,561 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5328 +[2025-02-27 02:23:40,594 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2031 +[2025-02-27 02:23:40,656 INFO hook.py line 289 943558] Test: [39/78] Loss 1.3495 +[2025-02-27 02:23:40,697 INFO hook.py line 289 943558] Test: [40/78] Loss 1.3040 +[2025-02-27 02:23:40,747 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3548 +[2025-02-27 02:23:40,774 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2338 +[2025-02-27 02:23:40,812 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2858 +[2025-02-27 02:23:40,866 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6322 +[2025-02-27 02:23:40,900 INFO hook.py line 289 943558] Test: [45/78] Loss 0.4708 +[2025-02-27 02:23:40,945 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6545 +[2025-02-27 02:23:40,979 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1700 +[2025-02-27 02:23:41,008 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7015 +[2025-02-27 02:23:41,035 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1502 +[2025-02-27 02:23:41,063 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7899 +[2025-02-27 02:23:41,088 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7880 +[2025-02-27 02:23:41,117 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9336 +[2025-02-27 02:23:41,139 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6236 +[2025-02-27 02:23:41,169 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1372 +[2025-02-27 02:23:41,203 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0677 +[2025-02-27 02:23:41,240 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5319 +[2025-02-27 02:23:41,268 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6276 +[2025-02-27 02:23:41,290 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3505 +[2025-02-27 02:23:41,325 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0331 +[2025-02-27 02:23:41,353 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5599 +[2025-02-27 02:23:41,374 INFO hook.py line 289 943558] Test: [61/78] Loss 2.1711 +[2025-02-27 02:23:41,403 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8692 +[2025-02-27 02:23:41,434 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5163 +[2025-02-27 02:23:41,486 INFO hook.py line 289 943558] Test: [64/78] Loss 1.5686 +[2025-02-27 02:23:41,510 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9189 +[2025-02-27 02:23:41,546 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5518 +[2025-02-27 02:23:41,580 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3861 +[2025-02-27 02:23:41,609 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6367 +[2025-02-27 02:23:41,636 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3511 +[2025-02-27 02:23:41,685 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0444 +[2025-02-27 02:23:41,724 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7580 +[2025-02-27 02:23:41,771 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4997 +[2025-02-27 02:23:41,816 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5933 +[2025-02-27 02:23:41,853 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9423 +[2025-02-27 02:23:41,897 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5976 +[2025-02-27 02:23:41,922 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7965 +[2025-02-27 02:23:41,973 INFO hook.py line 289 943558] Test: [77/78] Loss 0.7208 +[2025-02-27 02:23:41,997 INFO hook.py line 289 943558] Test: [78/78] Loss 1.1448 +[2025-02-27 02:23:43,208 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:23:43,209 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:23:43,209 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:23:43,209 INFO hook.py line 232 943558] wall : 0.8223 0.9021 +[2025-02-27 02:23:43,209 INFO hook.py line 232 943558] floor : 0.9590 0.9809 +[2025-02-27 02:23:43,209 INFO hook.py line 232 943558] cabinet : 0.4786 0.7500 +[2025-02-27 02:23:43,210 INFO hook.py line 232 943558] bed : 0.6791 0.7343 +[2025-02-27 02:23:43,210 INFO hook.py line 232 943558] chair : 0.8615 0.9304 +[2025-02-27 02:23:43,210 INFO hook.py line 232 943558] sofa : 0.7443 0.8571 +[2025-02-27 02:23:43,210 INFO hook.py line 232 943558] table : 0.6430 0.7083 +[2025-02-27 02:23:43,210 INFO hook.py line 232 943558] door : 0.5413 0.7954 +[2025-02-27 02:23:43,210 INFO hook.py line 232 943558] window : 0.5471 0.6758 +[2025-02-27 02:23:43,210 INFO hook.py line 232 943558] bookshelf : 0.6345 0.8201 +[2025-02-27 02:23:43,211 INFO hook.py line 232 943558] picture : 0.3205 0.4613 +[2025-02-27 02:23:43,211 INFO hook.py line 232 943558] counter : 0.5939 0.6948 +[2025-02-27 02:23:43,211 INFO hook.py line 232 943558] desk : 0.5748 0.7269 +[2025-02-27 02:23:43,211 INFO hook.py line 232 943558] curtain : 0.5876 0.8331 +[2025-02-27 02:23:43,211 INFO hook.py line 232 943558] refridgerator : 0.3356 0.3439 +[2025-02-27 02:23:43,211 INFO hook.py line 232 943558] shower curtain : 0.3611 0.3809 +[2025-02-27 02:23:43,211 INFO hook.py line 232 943558] toilet : 0.9024 0.9398 +[2025-02-27 02:23:43,212 INFO hook.py line 232 943558] sink : 0.6041 0.6801 +[2025-02-27 02:23:43,212 INFO hook.py line 232 943558] bathtub : 0.8676 0.8798 +[2025-02-27 02:23:43,212 INFO hook.py line 232 943558] otherfurniture : 0.3442 0.4586 +[2025-02-27 02:23:43,212 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:23:43,212 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6201/0.7277/0.8591. +[2025-02-27 02:23:43,213 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:23:43,219 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:23:43,220 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:24:05,667 INFO hook.py line 109 943558] Train: [32/100][50/60] Data 0.006 (0.006) Batch 0.345 (0.329) Remain 00:22:26 loss: 0.4550 Lr: 4.89321e-03 +[2025-02-27 02:24:08,714 INFO misc.py line 135 943558] Train result: loss: 0.5074 +[2025-02-27 02:24:08,806 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:24:28,325 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1633 +[2025-02-27 02:24:28,378 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6798 +[2025-02-27 02:24:28,421 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5219 +[2025-02-27 02:24:28,482 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6152 +[2025-02-27 02:24:28,534 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7198 +[2025-02-27 02:24:28,596 INFO hook.py line 289 943558] Test: [6/78] Loss 1.8394 +[2025-02-27 02:24:28,659 INFO hook.py line 289 943558] Test: [7/78] Loss 0.9498 +[2025-02-27 02:24:28,704 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2213 +[2025-02-27 02:24:35,841 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0661 +[2025-02-27 02:24:37,562 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5711 +[2025-02-27 02:24:37,733 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5848 +[2025-02-27 02:24:37,767 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4698 +[2025-02-27 02:24:38,815 INFO hook.py line 289 943558] Test: [13/78] Loss 1.9936 +[2025-02-27 02:24:38,868 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0219 +[2025-02-27 02:24:38,914 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9335 +[2025-02-27 02:24:38,958 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0840 +[2025-02-27 02:24:39,007 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5469 +[2025-02-27 02:24:39,040 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7446 +[2025-02-27 02:24:39,085 INFO hook.py line 289 943558] Test: [19/78] Loss 0.8772 +[2025-02-27 02:24:39,129 INFO hook.py line 289 943558] Test: [20/78] Loss 0.9634 +[2025-02-27 02:24:39,166 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2509 +[2025-02-27 02:24:39,206 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4011 +[2025-02-27 02:24:39,234 INFO hook.py line 289 943558] Test: [23/78] Loss 1.1034 +[2025-02-27 02:24:39,276 INFO hook.py line 289 943558] Test: [24/78] Loss 0.8686 +[2025-02-27 02:24:39,315 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9888 +[2025-02-27 02:24:39,354 INFO hook.py line 289 943558] Test: [26/78] Loss 0.4519 +[2025-02-27 02:24:39,411 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1706 +[2025-02-27 02:24:39,457 INFO hook.py line 289 943558] Test: [28/78] Loss 1.2718 +[2025-02-27 02:24:39,487 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2805 +[2025-02-27 02:24:39,540 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4781 +[2025-02-27 02:24:39,593 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3062 +[2025-02-27 02:24:39,626 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7053 +[2025-02-27 02:24:39,677 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2038 +[2025-02-27 02:24:39,714 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1515 +[2025-02-27 02:24:39,750 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3510 +[2025-02-27 02:24:39,792 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0326 +[2025-02-27 02:24:39,830 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3778 +[2025-02-27 02:24:39,861 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2067 +[2025-02-27 02:24:39,924 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9044 +[2025-02-27 02:24:39,969 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6030 +[2025-02-27 02:24:40,010 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9161 +[2025-02-27 02:24:40,040 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1504 +[2025-02-27 02:24:40,076 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1527 +[2025-02-27 02:24:40,136 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5004 +[2025-02-27 02:24:40,184 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7611 +[2025-02-27 02:24:40,236 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6515 +[2025-02-27 02:24:40,273 INFO hook.py line 289 943558] Test: [47/78] Loss 2.6860 +[2025-02-27 02:24:40,306 INFO hook.py line 289 943558] Test: [48/78] Loss 1.0700 +[2025-02-27 02:24:40,341 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5143 +[2025-02-27 02:24:40,372 INFO hook.py line 289 943558] Test: [50/78] Loss 1.1880 +[2025-02-27 02:24:40,399 INFO hook.py line 289 943558] Test: [51/78] Loss 0.4954 +[2025-02-27 02:24:40,432 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9702 +[2025-02-27 02:24:40,457 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2957 +[2025-02-27 02:24:40,492 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7836 +[2025-02-27 02:24:40,528 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0400 +[2025-02-27 02:24:40,567 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2107 +[2025-02-27 02:24:40,600 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4590 +[2025-02-27 02:24:40,628 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5634 +[2025-02-27 02:24:40,666 INFO hook.py line 289 943558] Test: [59/78] Loss 1.2922 +[2025-02-27 02:24:40,697 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5789 +[2025-02-27 02:24:40,723 INFO hook.py line 289 943558] Test: [61/78] Loss 1.9530 +[2025-02-27 02:24:40,755 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4792 +[2025-02-27 02:24:40,790 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1487 +[2025-02-27 02:24:40,844 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4876 +[2025-02-27 02:24:40,873 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0478 +[2025-02-27 02:24:40,913 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4946 +[2025-02-27 02:24:40,950 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4152 +[2025-02-27 02:24:40,983 INFO hook.py line 289 943558] Test: [68/78] Loss 1.1839 +[2025-02-27 02:24:41,013 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3290 +[2025-02-27 02:24:41,067 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2931 +[2025-02-27 02:24:41,107 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1518 +[2025-02-27 02:24:41,156 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3510 +[2025-02-27 02:24:41,203 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3866 +[2025-02-27 02:24:41,244 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6684 +[2025-02-27 02:24:41,292 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3686 +[2025-02-27 02:24:41,321 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9370 +[2025-02-27 02:24:41,375 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3612 +[2025-02-27 02:24:41,400 INFO hook.py line 289 943558] Test: [78/78] Loss 1.3794 +[2025-02-27 02:24:42,724 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:24:42,725 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:24:42,725 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:24:42,725 INFO hook.py line 232 943558] wall : 0.8038 0.9442 +[2025-02-27 02:24:42,725 INFO hook.py line 232 943558] floor : 0.9559 0.9871 +[2025-02-27 02:24:42,725 INFO hook.py line 232 943558] cabinet : 0.5552 0.6403 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] bed : 0.7026 0.8253 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] chair : 0.8303 0.9095 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] sofa : 0.7265 0.9153 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] table : 0.6150 0.7734 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] door : 0.5384 0.5795 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] window : 0.5254 0.6949 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] bookshelf : 0.6834 0.8138 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] picture : 0.2979 0.4176 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] counter : 0.5715 0.7826 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] desk : 0.4503 0.5328 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] curtain : 0.6117 0.6575 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] refridgerator : 0.3708 0.3993 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] shower curtain : 0.6004 0.6661 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] toilet : 0.9329 0.9476 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] sink : 0.6205 0.6747 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] bathtub : 0.8759 0.9291 +[2025-02-27 02:24:42,726 INFO hook.py line 232 943558] otherfurniture : 0.3156 0.4224 +[2025-02-27 02:24:42,726 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:24:42,726 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6292/0.7257/0.8590. +[2025-02-27 02:24:42,727 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:24:42,735 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:24:42,735 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:25:06,554 INFO hook.py line 109 943558] Train: [33/100][50/60] Data 0.002 (0.005) Batch 0.211 (0.318) Remain 00:21:20 loss: 0.6315 Lr: 4.81523e-03 +[2025-02-27 02:25:08,627 INFO misc.py line 135 943558] Train result: loss: 0.5227 +[2025-02-27 02:25:08,714 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:25:26,796 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1448 +[2025-02-27 02:25:27,377 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5898 +[2025-02-27 02:25:28,257 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5521 +[2025-02-27 02:25:28,303 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5013 +[2025-02-27 02:25:28,338 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7252 +[2025-02-27 02:25:28,402 INFO hook.py line 289 943558] Test: [6/78] Loss 1.6184 +[2025-02-27 02:25:28,487 INFO hook.py line 289 943558] Test: [7/78] Loss 0.3794 +[2025-02-27 02:25:28,524 INFO hook.py line 289 943558] Test: [8/78] Loss 0.6684 +[2025-02-27 02:25:29,094 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3231 +[2025-02-27 02:25:29,138 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5829 +[2025-02-27 02:25:29,182 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4876 +[2025-02-27 02:25:29,227 INFO hook.py line 289 943558] Test: [12/78] Loss 1.0528 +[2025-02-27 02:25:29,273 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3453 +[2025-02-27 02:25:29,325 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1613 +[2025-02-27 02:25:29,361 INFO hook.py line 289 943558] Test: [15/78] Loss 2.6016 +[2025-02-27 02:25:29,405 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1459 +[2025-02-27 02:25:29,455 INFO hook.py line 289 943558] Test: [17/78] Loss 0.8281 +[2025-02-27 02:25:29,501 INFO hook.py line 289 943558] Test: [18/78] Loss 1.5796 +[2025-02-27 02:25:29,552 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0787 +[2025-02-27 02:25:29,594 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5807 +[2025-02-27 02:25:29,632 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2978 +[2025-02-27 02:25:29,680 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3145 +[2025-02-27 02:25:29,715 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9771 +[2025-02-27 02:25:29,763 INFO hook.py line 289 943558] Test: [24/78] Loss 0.9987 +[2025-02-27 02:25:29,801 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0489 +[2025-02-27 02:25:29,849 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8402 +[2025-02-27 02:25:29,902 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3374 +[2025-02-27 02:25:29,937 INFO hook.py line 289 943558] Test: [28/78] Loss 2.4082 +[2025-02-27 02:25:29,973 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4922 +[2025-02-27 02:25:30,034 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4798 +[2025-02-27 02:25:30,089 INFO hook.py line 289 943558] Test: [31/78] Loss 0.6492 +[2025-02-27 02:25:30,122 INFO hook.py line 289 943558] Test: [32/78] Loss 1.1039 +[2025-02-27 02:25:30,172 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3121 +[2025-02-27 02:25:30,208 INFO hook.py line 289 943558] Test: [34/78] Loss 1.2878 +[2025-02-27 02:25:30,257 INFO hook.py line 289 943558] Test: [35/78] Loss 0.6318 +[2025-02-27 02:25:30,300 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9291 +[2025-02-27 02:25:30,335 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3737 +[2025-02-27 02:25:30,364 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2800 +[2025-02-27 02:25:30,423 INFO hook.py line 289 943558] Test: [39/78] Loss 1.8276 +[2025-02-27 02:25:30,470 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6845 +[2025-02-27 02:25:30,525 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2238 +[2025-02-27 02:25:30,551 INFO hook.py line 289 943558] Test: [42/78] Loss 0.4318 +[2025-02-27 02:25:30,588 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1845 +[2025-02-27 02:25:30,640 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6136 +[2025-02-27 02:25:30,683 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7318 +[2025-02-27 02:25:30,735 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5784 +[2025-02-27 02:25:30,771 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9768 +[2025-02-27 02:25:30,802 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7693 +[2025-02-27 02:25:30,832 INFO hook.py line 289 943558] Test: [49/78] Loss 0.8386 +[2025-02-27 02:25:30,863 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7493 +[2025-02-27 02:25:30,890 INFO hook.py line 289 943558] Test: [51/78] Loss 1.1622 +[2025-02-27 02:25:30,923 INFO hook.py line 289 943558] Test: [52/78] Loss 1.0393 +[2025-02-27 02:25:30,947 INFO hook.py line 289 943558] Test: [53/78] Loss 0.5739 +[2025-02-27 02:25:30,980 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1588 +[2025-02-27 02:25:31,016 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0550 +[2025-02-27 02:25:31,055 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4739 +[2025-02-27 02:25:31,086 INFO hook.py line 289 943558] Test: [57/78] Loss 0.8026 +[2025-02-27 02:25:31,111 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5744 +[2025-02-27 02:25:31,150 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8668 +[2025-02-27 02:25:31,187 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5553 +[2025-02-27 02:25:31,211 INFO hook.py line 289 943558] Test: [61/78] Loss 2.8958 +[2025-02-27 02:25:31,243 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6504 +[2025-02-27 02:25:31,277 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1238 +[2025-02-27 02:25:31,331 INFO hook.py line 289 943558] Test: [64/78] Loss 1.3840 +[2025-02-27 02:25:31,358 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8741 +[2025-02-27 02:25:31,397 INFO hook.py line 289 943558] Test: [66/78] Loss 0.6371 +[2025-02-27 02:25:31,434 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4371 +[2025-02-27 02:25:31,468 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7450 +[2025-02-27 02:25:31,497 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3582 +[2025-02-27 02:25:31,550 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9101 +[2025-02-27 02:25:31,591 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8147 +[2025-02-27 02:25:31,640 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7403 +[2025-02-27 02:25:31,687 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4478 +[2025-02-27 02:25:31,727 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0897 +[2025-02-27 02:25:31,777 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4072 +[2025-02-27 02:25:31,806 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8548 +[2025-02-27 02:25:31,859 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4380 +[2025-02-27 02:25:31,886 INFO hook.py line 289 943558] Test: [78/78] Loss 1.0072 +[2025-02-27 02:25:33,563 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:25:33,564 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:25:33,564 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] wall : 0.8227 0.9304 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] floor : 0.9549 0.9853 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] cabinet : 0.4684 0.7735 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] bed : 0.6569 0.7834 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] chair : 0.8448 0.8975 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] sofa : 0.7110 0.8132 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] table : 0.5896 0.6453 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] door : 0.5424 0.6078 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] window : 0.5009 0.7000 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] bookshelf : 0.5682 0.7638 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] picture : 0.3190 0.3861 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] counter : 0.5567 0.7548 +[2025-02-27 02:25:33,564 INFO hook.py line 232 943558] desk : 0.4962 0.8489 +[2025-02-27 02:25:33,565 INFO hook.py line 232 943558] curtain : 0.5767 0.6279 +[2025-02-27 02:25:33,565 INFO hook.py line 232 943558] refridgerator : 0.4061 0.5291 +[2025-02-27 02:25:33,565 INFO hook.py line 232 943558] shower curtain : 0.5227 0.5690 +[2025-02-27 02:25:33,565 INFO hook.py line 232 943558] toilet : 0.9247 0.9546 +[2025-02-27 02:25:33,565 INFO hook.py line 232 943558] sink : 0.6128 0.7397 +[2025-02-27 02:25:33,565 INFO hook.py line 232 943558] bathtub : 0.8792 0.9078 +[2025-02-27 02:25:33,565 INFO hook.py line 232 943558] otherfurniture : 0.2820 0.3375 +[2025-02-27 02:25:33,565 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:25:33,565 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6118/0.7278/0.8516. +[2025-02-27 02:25:33,571 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:25:33,572 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:25:33,572 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:25:57,040 INFO hook.py line 109 943558] Train: [34/100][50/60] Data 0.001 (0.005) Batch 0.200 (0.319) Remain 00:21:04 loss: 0.3307 Lr: 4.73527e-03 +[2025-02-27 02:25:59,110 INFO misc.py line 135 943558] Train result: loss: 0.4881 +[2025-02-27 02:25:59,196 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:26:19,255 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1706 +[2025-02-27 02:26:19,297 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5021 +[2025-02-27 02:26:19,334 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4065 +[2025-02-27 02:26:19,392 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5500 +[2025-02-27 02:26:19,436 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7923 +[2025-02-27 02:26:19,491 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0925 +[2025-02-27 02:26:19,540 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4877 +[2025-02-27 02:26:19,574 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3055 +[2025-02-27 02:26:19,615 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4349 +[2025-02-27 02:26:19,650 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4651 +[2025-02-27 02:26:19,699 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5299 +[2025-02-27 02:26:19,736 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5349 +[2025-02-27 02:26:19,781 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7227 +[2025-02-27 02:26:19,821 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1840 +[2025-02-27 02:26:19,858 INFO hook.py line 289 943558] Test: [15/78] Loss 2.1225 +[2025-02-27 02:26:19,902 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1190 +[2025-02-27 02:26:19,938 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7575 +[2025-02-27 02:26:19,979 INFO hook.py line 289 943558] Test: [18/78] Loss 1.2434 +[2025-02-27 02:26:20,020 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0760 +[2025-02-27 02:26:20,058 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1572 +[2025-02-27 02:26:20,093 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2212 +[2025-02-27 02:26:20,134 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2289 +[2025-02-27 02:26:20,165 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9174 +[2025-02-27 02:26:20,208 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0216 +[2025-02-27 02:26:20,260 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3385 +[2025-02-27 02:26:20,303 INFO hook.py line 289 943558] Test: [26/78] Loss 0.6987 +[2025-02-27 02:26:20,356 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3303 +[2025-02-27 02:26:20,391 INFO hook.py line 289 943558] Test: [28/78] Loss 2.5306 +[2025-02-27 02:26:20,429 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3387 +[2025-02-27 02:26:20,481 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4156 +[2025-02-27 02:26:20,535 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3800 +[2025-02-27 02:26:20,569 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7640 +[2025-02-27 02:26:20,619 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2386 +[2025-02-27 02:26:20,655 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9802 +[2025-02-27 02:26:20,702 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3412 +[2025-02-27 02:26:20,742 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9383 +[2025-02-27 02:26:20,778 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3972 +[2025-02-27 02:26:20,806 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2831 +[2025-02-27 02:26:20,866 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9026 +[2025-02-27 02:26:20,909 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4543 +[2025-02-27 02:26:20,965 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0697 +[2025-02-27 02:26:21,002 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1286 +[2025-02-27 02:26:21,044 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1841 +[2025-02-27 02:26:21,095 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4146 +[2025-02-27 02:26:21,138 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8329 +[2025-02-27 02:26:21,194 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5098 +[2025-02-27 02:26:21,237 INFO hook.py line 289 943558] Test: [47/78] Loss 1.6813 +[2025-02-27 02:26:21,270 INFO hook.py line 289 943558] Test: [48/78] Loss 0.4849 +[2025-02-27 02:26:21,301 INFO hook.py line 289 943558] Test: [49/78] Loss 0.7210 +[2025-02-27 02:26:21,331 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8652 +[2025-02-27 02:26:21,358 INFO hook.py line 289 943558] Test: [51/78] Loss 0.9064 +[2025-02-27 02:26:21,390 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8694 +[2025-02-27 02:26:21,423 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2945 +[2025-02-27 02:26:21,463 INFO hook.py line 289 943558] Test: [54/78] Loss 1.8196 +[2025-02-27 02:26:21,497 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0504 +[2025-02-27 02:26:21,535 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3378 +[2025-02-27 02:26:21,565 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4996 +[2025-02-27 02:26:21,590 INFO hook.py line 289 943558] Test: [58/78] Loss 0.6355 +[2025-02-27 02:26:21,627 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9637 +[2025-02-27 02:26:21,659 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6788 +[2025-02-27 02:26:21,682 INFO hook.py line 289 943558] Test: [61/78] Loss 3.2935 +[2025-02-27 02:26:21,715 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5922 +[2025-02-27 02:26:21,750 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1003 +[2025-02-27 02:26:21,804 INFO hook.py line 289 943558] Test: [64/78] Loss 1.3615 +[2025-02-27 02:26:21,831 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8866 +[2025-02-27 02:26:21,870 INFO hook.py line 289 943558] Test: [66/78] Loss 0.8849 +[2025-02-27 02:26:21,907 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4027 +[2025-02-27 02:26:21,940 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8732 +[2025-02-27 02:26:21,968 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3101 +[2025-02-27 02:26:22,020 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2323 +[2025-02-27 02:26:22,060 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9329 +[2025-02-27 02:26:22,109 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4957 +[2025-02-27 02:26:22,157 INFO hook.py line 289 943558] Test: [73/78] Loss 0.2851 +[2025-02-27 02:26:22,197 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8821 +[2025-02-27 02:26:22,243 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5464 +[2025-02-27 02:26:22,270 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9826 +[2025-02-27 02:26:22,324 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3717 +[2025-02-27 02:26:22,350 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8780 +[2025-02-27 02:26:23,697 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:26:23,698 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:26:23,698 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:26:23,698 INFO hook.py line 232 943558] wall : 0.8115 0.9601 +[2025-02-27 02:26:23,698 INFO hook.py line 232 943558] floor : 0.9561 0.9853 +[2025-02-27 02:26:23,698 INFO hook.py line 232 943558] cabinet : 0.5416 0.7189 +[2025-02-27 02:26:23,698 INFO hook.py line 232 943558] bed : 0.6646 0.7838 +[2025-02-27 02:26:23,698 INFO hook.py line 232 943558] chair : 0.8688 0.9410 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] sofa : 0.7845 0.8427 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] table : 0.6436 0.7241 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] door : 0.5469 0.5925 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] window : 0.5424 0.6910 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] bookshelf : 0.6132 0.7562 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] picture : 0.3146 0.3890 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] counter : 0.5668 0.7011 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] desk : 0.5492 0.8170 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] curtain : 0.6445 0.7174 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] refridgerator : 0.3531 0.3734 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] shower curtain : 0.4820 0.5192 +[2025-02-27 02:26:23,699 INFO hook.py line 232 943558] toilet : 0.9193 0.9444 +[2025-02-27 02:26:23,700 INFO hook.py line 232 943558] sink : 0.6154 0.7169 +[2025-02-27 02:26:23,700 INFO hook.py line 232 943558] bathtub : 0.8809 0.9015 +[2025-02-27 02:26:23,700 INFO hook.py line 232 943558] otherfurniture : 0.2938 0.3405 +[2025-02-27 02:26:23,700 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:26:23,700 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6296/0.7208/0.8642. +[2025-02-27 02:26:23,700 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:26:23,707 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:26:23,707 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:26:47,900 INFO hook.py line 109 943558] Train: [35/100][50/60] Data 0.002 (0.004) Batch 0.216 (0.303) Remain 00:19:44 loss: 0.4874 Lr: 4.65342e-03 +[2025-02-27 02:26:49,973 INFO misc.py line 135 943558] Train result: loss: 0.4648 +[2025-02-27 02:26:50,058 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:27:07,914 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1760 +[2025-02-27 02:27:08,961 INFO hook.py line 289 943558] Test: [2/78] Loss 0.8619 +[2025-02-27 02:27:08,993 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5820 +[2025-02-27 02:27:09,048 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6507 +[2025-02-27 02:27:09,085 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4480 +[2025-02-27 02:27:09,174 INFO hook.py line 289 943558] Test: [6/78] Loss 1.7383 +[2025-02-27 02:27:09,224 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7782 +[2025-02-27 02:27:09,254 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2488 +[2025-02-27 02:27:09,296 INFO hook.py line 289 943558] Test: [9/78] Loss 1.7342 +[2025-02-27 02:27:09,329 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5774 +[2025-02-27 02:27:09,369 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5348 +[2025-02-27 02:27:09,403 INFO hook.py line 289 943558] Test: [12/78] Loss 0.8729 +[2025-02-27 02:27:09,447 INFO hook.py line 289 943558] Test: [13/78] Loss 2.2537 +[2025-02-27 02:27:09,483 INFO hook.py line 289 943558] Test: [14/78] Loss 1.9402 +[2025-02-27 02:27:09,516 INFO hook.py line 289 943558] Test: [15/78] Loss 1.5793 +[2025-02-27 02:27:09,569 INFO hook.py line 289 943558] Test: [16/78] Loss 0.2035 +[2025-02-27 02:27:09,603 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5084 +[2025-02-27 02:27:09,635 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6407 +[2025-02-27 02:27:09,676 INFO hook.py line 289 943558] Test: [19/78] Loss 0.9431 +[2025-02-27 02:27:09,712 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1518 +[2025-02-27 02:27:09,744 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2982 +[2025-02-27 02:27:09,782 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3956 +[2025-02-27 02:27:09,810 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8823 +[2025-02-27 02:27:09,850 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4516 +[2025-02-27 02:27:09,889 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8481 +[2025-02-27 02:27:09,926 INFO hook.py line 289 943558] Test: [26/78] Loss 0.5074 +[2025-02-27 02:27:09,974 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4749 +[2025-02-27 02:27:10,006 INFO hook.py line 289 943558] Test: [28/78] Loss 2.4455 +[2025-02-27 02:27:10,042 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2411 +[2025-02-27 02:27:10,090 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5826 +[2025-02-27 02:27:10,142 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3370 +[2025-02-27 02:27:10,172 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6076 +[2025-02-27 02:27:10,220 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2933 +[2025-02-27 02:27:10,254 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8701 +[2025-02-27 02:27:10,288 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5330 +[2025-02-27 02:27:10,324 INFO hook.py line 289 943558] Test: [36/78] Loss 1.2110 +[2025-02-27 02:27:10,358 INFO hook.py line 289 943558] Test: [37/78] Loss 0.7612 +[2025-02-27 02:27:10,383 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2518 +[2025-02-27 02:27:10,441 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3391 +[2025-02-27 02:27:10,486 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6254 +[2025-02-27 02:27:10,525 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0758 +[2025-02-27 02:27:10,549 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1338 +[2025-02-27 02:27:10,581 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1777 +[2025-02-27 02:27:10,631 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4458 +[2025-02-27 02:27:10,673 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8451 +[2025-02-27 02:27:10,717 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7562 +[2025-02-27 02:27:10,750 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0900 +[2025-02-27 02:27:10,778 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7266 +[2025-02-27 02:27:10,806 INFO hook.py line 289 943558] Test: [49/78] Loss 1.0602 +[2025-02-27 02:27:10,833 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7224 +[2025-02-27 02:27:10,858 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7329 +[2025-02-27 02:27:10,887 INFO hook.py line 289 943558] Test: [52/78] Loss 1.0246 +[2025-02-27 02:27:10,908 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3440 +[2025-02-27 02:27:10,939 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7444 +[2025-02-27 02:27:10,971 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0931 +[2025-02-27 02:27:11,008 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2916 +[2025-02-27 02:27:11,036 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5679 +[2025-02-27 02:27:11,059 INFO hook.py line 289 943558] Test: [58/78] Loss 0.6317 +[2025-02-27 02:27:11,094 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1227 +[2025-02-27 02:27:11,123 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7813 +[2025-02-27 02:27:11,143 INFO hook.py line 289 943558] Test: [61/78] Loss 3.4559 +[2025-02-27 02:27:11,173 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4905 +[2025-02-27 02:27:11,205 INFO hook.py line 289 943558] Test: [63/78] Loss 0.8366 +[2025-02-27 02:27:11,256 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4883 +[2025-02-27 02:27:11,280 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9653 +[2025-02-27 02:27:11,315 INFO hook.py line 289 943558] Test: [66/78] Loss 0.7050 +[2025-02-27 02:27:11,350 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3738 +[2025-02-27 02:27:11,379 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6156 +[2025-02-27 02:27:11,404 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2739 +[2025-02-27 02:27:11,454 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1720 +[2025-02-27 02:27:11,493 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1042 +[2025-02-27 02:27:11,540 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5271 +[2025-02-27 02:27:11,584 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3909 +[2025-02-27 02:27:11,621 INFO hook.py line 289 943558] Test: [74/78] Loss 1.5415 +[2025-02-27 02:27:11,665 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5341 +[2025-02-27 02:27:11,690 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8400 +[2025-02-27 02:27:11,741 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3864 +[2025-02-27 02:27:11,764 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6301 +[2025-02-27 02:27:12,885 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:27:12,885 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:27:12,885 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] wall : 0.8155 0.9401 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] floor : 0.9564 0.9860 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] cabinet : 0.5167 0.6757 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] bed : 0.6460 0.8608 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] chair : 0.8325 0.8709 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] sofa : 0.6835 0.8748 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] table : 0.6159 0.8342 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] door : 0.5520 0.6153 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] window : 0.5201 0.7085 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] bookshelf : 0.6720 0.7799 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] picture : 0.2531 0.2892 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] counter : 0.5239 0.8437 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] desk : 0.4106 0.4733 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] curtain : 0.5721 0.7601 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] refridgerator : 0.4154 0.4441 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] shower curtain : 0.5336 0.6036 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] toilet : 0.9044 0.9375 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] sink : 0.5854 0.6682 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] bathtub : 0.8781 0.9050 +[2025-02-27 02:27:12,886 INFO hook.py line 232 943558] otherfurniture : 0.2790 0.3345 +[2025-02-27 02:27:12,886 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:27:12,886 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6083/0.7203/0.8556. +[2025-02-27 02:27:12,887 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:27:12,904 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:27:12,904 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:27:34,829 INFO hook.py line 109 943558] Train: [36/100][50/60] Data 0.002 (0.004) Batch 0.318 (0.330) Remain 00:21:11 loss: 0.4178 Lr: 4.56975e-03 +[2025-02-27 02:27:38,082 INFO misc.py line 135 943558] Train result: loss: 0.4893 +[2025-02-27 02:27:38,185 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:27:58,661 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1672 +[2025-02-27 02:27:58,758 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5690 +[2025-02-27 02:27:58,814 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3760 +[2025-02-27 02:27:58,866 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5396 +[2025-02-27 02:27:58,916 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6832 +[2025-02-27 02:27:58,979 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2355 +[2025-02-27 02:27:59,048 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5887 +[2025-02-27 02:27:59,087 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3016 +[2025-02-27 02:27:59,145 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3971 +[2025-02-27 02:28:06,377 INFO hook.py line 289 943558] Test: [10/78] Loss 1.0300 +[2025-02-27 02:28:06,941 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4600 +[2025-02-27 02:28:07,211 INFO hook.py line 289 943558] Test: [12/78] Loss 0.9269 +[2025-02-27 02:28:07,806 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4896 +[2025-02-27 02:28:07,853 INFO hook.py line 289 943558] Test: [14/78] Loss 1.9228 +[2025-02-27 02:28:07,890 INFO hook.py line 289 943558] Test: [15/78] Loss 2.2541 +[2025-02-27 02:28:08,247 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1022 +[2025-02-27 02:28:08,296 INFO hook.py line 289 943558] Test: [17/78] Loss 0.9547 +[2025-02-27 02:28:08,344 INFO hook.py line 289 943558] Test: [18/78] Loss 1.4365 +[2025-02-27 02:28:08,387 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0835 +[2025-02-27 02:28:08,422 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2647 +[2025-02-27 02:28:08,456 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2660 +[2025-02-27 02:28:08,493 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4019 +[2025-02-27 02:28:08,519 INFO hook.py line 289 943558] Test: [23/78] Loss 1.2661 +[2025-02-27 02:28:08,563 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1656 +[2025-02-27 02:28:08,601 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8613 +[2025-02-27 02:28:08,639 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9125 +[2025-02-27 02:28:08,687 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1802 +[2025-02-27 02:28:08,727 INFO hook.py line 289 943558] Test: [28/78] Loss 2.5694 +[2025-02-27 02:28:08,761 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2446 +[2025-02-27 02:28:08,810 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4602 +[2025-02-27 02:28:08,863 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3451 +[2025-02-27 02:28:08,898 INFO hook.py line 289 943558] Test: [32/78] Loss 1.1445 +[2025-02-27 02:28:08,947 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2195 +[2025-02-27 02:28:08,992 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0472 +[2025-02-27 02:28:09,029 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3653 +[2025-02-27 02:28:09,063 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0042 +[2025-02-27 02:28:09,099 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3974 +[2025-02-27 02:28:09,129 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2786 +[2025-02-27 02:28:09,190 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9586 +[2025-02-27 02:28:09,241 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4869 +[2025-02-27 02:28:09,282 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1293 +[2025-02-27 02:28:09,309 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1179 +[2025-02-27 02:28:09,341 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2969 +[2025-02-27 02:28:09,392 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5488 +[2025-02-27 02:28:09,438 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8414 +[2025-02-27 02:28:09,488 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6241 +[2025-02-27 02:28:09,523 INFO hook.py line 289 943558] Test: [47/78] Loss 2.2853 +[2025-02-27 02:28:09,553 INFO hook.py line 289 943558] Test: [48/78] Loss 0.9323 +[2025-02-27 02:28:09,583 INFO hook.py line 289 943558] Test: [49/78] Loss 1.0722 +[2025-02-27 02:28:09,613 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0945 +[2025-02-27 02:28:09,641 INFO hook.py line 289 943558] Test: [51/78] Loss 0.8309 +[2025-02-27 02:28:09,673 INFO hook.py line 289 943558] Test: [52/78] Loss 1.0290 +[2025-02-27 02:28:09,697 INFO hook.py line 289 943558] Test: [53/78] Loss 0.5016 +[2025-02-27 02:28:09,732 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6533 +[2025-02-27 02:28:09,767 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0371 +[2025-02-27 02:28:09,805 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4404 +[2025-02-27 02:28:09,835 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4601 +[2025-02-27 02:28:09,861 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4952 +[2025-02-27 02:28:09,898 INFO hook.py line 289 943558] Test: [59/78] Loss 0.7938 +[2025-02-27 02:28:09,930 INFO hook.py line 289 943558] Test: [60/78] Loss 1.0644 +[2025-02-27 02:28:09,954 INFO hook.py line 289 943558] Test: [61/78] Loss 3.5843 +[2025-02-27 02:28:09,990 INFO hook.py line 289 943558] Test: [62/78] Loss 0.9006 +[2025-02-27 02:28:10,024 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1613 +[2025-02-27 02:28:10,077 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4780 +[2025-02-27 02:28:10,105 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9234 +[2025-02-27 02:28:10,143 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4186 +[2025-02-27 02:28:10,179 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4639 +[2025-02-27 02:28:10,212 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9410 +[2025-02-27 02:28:10,242 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2928 +[2025-02-27 02:28:10,293 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0925 +[2025-02-27 02:28:10,334 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0972 +[2025-02-27 02:28:10,383 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3820 +[2025-02-27 02:28:10,431 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4332 +[2025-02-27 02:28:10,471 INFO hook.py line 289 943558] Test: [74/78] Loss 1.4296 +[2025-02-27 02:28:10,517 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4579 +[2025-02-27 02:28:10,545 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9305 +[2025-02-27 02:28:10,598 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4124 +[2025-02-27 02:28:10,623 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7322 +[2025-02-27 02:28:11,948 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:28:11,948 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:28:11,948 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:28:11,948 INFO hook.py line 232 943558] wall : 0.8151 0.9584 +[2025-02-27 02:28:11,948 INFO hook.py line 232 943558] floor : 0.9591 0.9828 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] cabinet : 0.4782 0.6829 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] bed : 0.6440 0.6811 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] chair : 0.8447 0.9370 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] sofa : 0.7406 0.8705 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] table : 0.6191 0.7961 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] door : 0.5345 0.5788 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] window : 0.4926 0.6158 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] bookshelf : 0.6191 0.6862 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] picture : 0.2618 0.4016 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] counter : 0.5582 0.7527 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] desk : 0.4637 0.6992 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] curtain : 0.6102 0.7131 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] refridgerator : 0.3995 0.4421 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] shower curtain : 0.3858 0.4092 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] toilet : 0.9049 0.9314 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] sink : 0.6302 0.7127 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] bathtub : 0.8769 0.8936 +[2025-02-27 02:28:11,949 INFO hook.py line 232 943558] otherfurniture : 0.2913 0.3456 +[2025-02-27 02:28:11,949 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:28:11,949 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6065/0.7045/0.8555. +[2025-02-27 02:28:11,950 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:28:11,959 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:28:11,960 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:28:35,876 INFO hook.py line 109 943558] Train: [37/100][50/60] Data 0.002 (0.004) Batch 0.198 (0.295) Remain 00:18:37 loss: 0.4991 Lr: 4.48437e-03 +[2025-02-27 02:28:37,982 INFO misc.py line 135 943558] Train result: loss: 0.5006 +[2025-02-27 02:28:38,070 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:28:56,204 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1244 +[2025-02-27 02:28:57,758 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4232 +[2025-02-27 02:28:57,793 INFO hook.py line 289 943558] Test: [3/78] Loss 0.8605 +[2025-02-27 02:28:57,848 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5643 +[2025-02-27 02:28:58,138 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6865 +[2025-02-27 02:28:58,186 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2463 +[2025-02-27 02:28:58,241 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6377 +[2025-02-27 02:28:58,280 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2303 +[2025-02-27 02:28:58,331 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3496 +[2025-02-27 02:28:58,374 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7177 +[2025-02-27 02:28:58,418 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3839 +[2025-02-27 02:28:58,454 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4910 +[2025-02-27 02:28:58,504 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4084 +[2025-02-27 02:28:58,542 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8357 +[2025-02-27 02:28:58,581 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9370 +[2025-02-27 02:28:58,627 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0784 +[2025-02-27 02:28:58,664 INFO hook.py line 289 943558] Test: [17/78] Loss 0.8276 +[2025-02-27 02:28:58,694 INFO hook.py line 289 943558] Test: [18/78] Loss 1.2975 +[2025-02-27 02:28:58,739 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0646 +[2025-02-27 02:28:58,775 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2271 +[2025-02-27 02:28:58,815 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2427 +[2025-02-27 02:28:58,855 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4695 +[2025-02-27 02:28:58,883 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9395 +[2025-02-27 02:28:58,926 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0414 +[2025-02-27 02:28:58,973 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4387 +[2025-02-27 02:28:59,012 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7669 +[2025-02-27 02:28:59,061 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1394 +[2025-02-27 02:28:59,098 INFO hook.py line 289 943558] Test: [28/78] Loss 2.7301 +[2025-02-27 02:28:59,139 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2811 +[2025-02-27 02:28:59,203 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4003 +[2025-02-27 02:28:59,256 INFO hook.py line 289 943558] Test: [31/78] Loss 0.2733 +[2025-02-27 02:28:59,289 INFO hook.py line 289 943558] Test: [32/78] Loss 0.8862 +[2025-02-27 02:28:59,341 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3059 +[2025-02-27 02:28:59,377 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0279 +[2025-02-27 02:28:59,417 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5320 +[2025-02-27 02:28:59,464 INFO hook.py line 289 943558] Test: [36/78] Loss 1.2333 +[2025-02-27 02:28:59,500 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3873 +[2025-02-27 02:28:59,528 INFO hook.py line 289 943558] Test: [38/78] Loss 0.1999 +[2025-02-27 02:28:59,587 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1650 +[2025-02-27 02:28:59,631 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5571 +[2025-02-27 02:28:59,679 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2625 +[2025-02-27 02:28:59,720 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2674 +[2025-02-27 02:28:59,761 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1310 +[2025-02-27 02:28:59,824 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5018 +[2025-02-27 02:28:59,855 INFO hook.py line 289 943558] Test: [45/78] Loss 0.4490 +[2025-02-27 02:28:59,905 INFO hook.py line 289 943558] Test: [46/78] Loss 0.8021 +[2025-02-27 02:28:59,941 INFO hook.py line 289 943558] Test: [47/78] Loss 2.8776 +[2025-02-27 02:28:59,971 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5930 +[2025-02-27 02:29:00,001 INFO hook.py line 289 943558] Test: [49/78] Loss 0.9914 +[2025-02-27 02:29:00,032 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7115 +[2025-02-27 02:29:00,059 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7595 +[2025-02-27 02:29:00,092 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8811 +[2025-02-27 02:29:00,118 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2640 +[2025-02-27 02:29:00,151 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7398 +[2025-02-27 02:29:00,186 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0765 +[2025-02-27 02:29:00,225 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2479 +[2025-02-27 02:29:00,256 INFO hook.py line 289 943558] Test: [57/78] Loss 0.7311 +[2025-02-27 02:29:00,282 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3990 +[2025-02-27 02:29:00,319 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8110 +[2025-02-27 02:29:00,352 INFO hook.py line 289 943558] Test: [60/78] Loss 1.0899 +[2025-02-27 02:29:00,376 INFO hook.py line 289 943558] Test: [61/78] Loss 3.2400 +[2025-02-27 02:29:00,409 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4716 +[2025-02-27 02:29:00,443 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1075 +[2025-02-27 02:29:00,496 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4198 +[2025-02-27 02:29:00,524 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1639 +[2025-02-27 02:29:00,562 INFO hook.py line 289 943558] Test: [66/78] Loss 0.9248 +[2025-02-27 02:29:00,599 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5101 +[2025-02-27 02:29:00,632 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6480 +[2025-02-27 02:29:00,659 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2832 +[2025-02-27 02:29:00,711 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0942 +[2025-02-27 02:29:00,751 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1972 +[2025-02-27 02:29:00,803 INFO hook.py line 289 943558] Test: [72/78] Loss 0.2913 +[2025-02-27 02:29:00,852 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5550 +[2025-02-27 02:29:00,891 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8874 +[2025-02-27 02:29:00,937 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4407 +[2025-02-27 02:29:00,964 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8697 +[2025-02-27 02:29:01,018 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5792 +[2025-02-27 02:29:01,044 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5027 +[2025-02-27 02:29:02,462 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:29:02,462 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:29:02,463 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] wall : 0.8185 0.9367 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] floor : 0.9574 0.9852 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] cabinet : 0.5029 0.6682 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] bed : 0.6625 0.8066 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] chair : 0.8657 0.9281 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] sofa : 0.7603 0.8665 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] table : 0.6580 0.7774 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] door : 0.5698 0.6582 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] window : 0.5236 0.7701 +[2025-02-27 02:29:02,463 INFO hook.py line 232 943558] bookshelf : 0.6539 0.7425 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] picture : 0.3145 0.3998 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] counter : 0.5710 0.7528 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] desk : 0.5117 0.6899 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] curtain : 0.5657 0.6148 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] refridgerator : 0.2780 0.2876 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] shower curtain : 0.5733 0.6601 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] toilet : 0.8603 0.8878 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] sink : 0.5664 0.6579 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] bathtub : 0.8615 0.9191 +[2025-02-27 02:29:02,464 INFO hook.py line 232 943558] otherfurniture : 0.3021 0.3969 +[2025-02-27 02:29:02,464 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:29:02,464 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6189/0.7203/0.8610. +[2025-02-27 02:29:02,465 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:29:02,475 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:29:02,475 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:29:26,265 INFO hook.py line 109 943558] Train: [38/100][50/60] Data 0.002 (0.005) Batch 0.317 (0.334) Remain 00:20:45 loss: 0.4118 Lr: 4.39737e-03 +[2025-02-27 02:29:28,471 INFO misc.py line 135 943558] Train result: loss: 0.4454 +[2025-02-27 02:29:28,557 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:29:49,208 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1221 +[2025-02-27 02:29:49,249 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5662 +[2025-02-27 02:29:49,282 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3307 +[2025-02-27 02:29:49,333 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6182 +[2025-02-27 02:29:49,365 INFO hook.py line 289 943558] Test: [5/78] Loss 0.8334 +[2025-02-27 02:29:49,416 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0857 +[2025-02-27 02:29:49,464 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5903 +[2025-02-27 02:29:49,491 INFO hook.py line 289 943558] Test: [8/78] Loss 0.4072 +[2025-02-27 02:29:49,535 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2725 +[2025-02-27 02:29:49,567 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6478 +[2025-02-27 02:29:49,611 INFO hook.py line 289 943558] Test: [11/78] Loss 0.7200 +[2025-02-27 02:29:49,643 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6645 +[2025-02-27 02:29:49,689 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6312 +[2025-02-27 02:29:49,732 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1515 +[2025-02-27 02:29:49,769 INFO hook.py line 289 943558] Test: [15/78] Loss 2.3042 +[2025-02-27 02:29:49,822 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1323 +[2025-02-27 02:29:49,859 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6697 +[2025-02-27 02:29:49,893 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9338 +[2025-02-27 02:29:49,934 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0422 +[2025-02-27 02:29:49,976 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4152 +[2025-02-27 02:29:50,010 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3320 +[2025-02-27 02:29:50,049 INFO hook.py line 289 943558] Test: [22/78] Loss 1.5875 +[2025-02-27 02:29:50,078 INFO hook.py line 289 943558] Test: [23/78] Loss 1.1407 +[2025-02-27 02:29:50,124 INFO hook.py line 289 943558] Test: [24/78] Loss 0.9721 +[2025-02-27 02:29:50,172 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2889 +[2025-02-27 02:29:50,222 INFO hook.py line 289 943558] Test: [26/78] Loss 0.6888 +[2025-02-27 02:29:50,285 INFO hook.py line 289 943558] Test: [27/78] Loss 1.7873 +[2025-02-27 02:29:50,323 INFO hook.py line 289 943558] Test: [28/78] Loss 2.4973 +[2025-02-27 02:29:50,355 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4374 +[2025-02-27 02:29:50,408 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4803 +[2025-02-27 02:29:50,462 INFO hook.py line 289 943558] Test: [31/78] Loss 0.5754 +[2025-02-27 02:29:50,498 INFO hook.py line 289 943558] Test: [32/78] Loss 1.2811 +[2025-02-27 02:29:50,547 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4803 +[2025-02-27 02:29:50,583 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7410 +[2025-02-27 02:29:50,617 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4177 +[2025-02-27 02:29:50,657 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8277 +[2025-02-27 02:29:50,694 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5922 +[2025-02-27 02:29:50,723 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3378 +[2025-02-27 02:29:50,784 INFO hook.py line 289 943558] Test: [39/78] Loss 1.4031 +[2025-02-27 02:29:50,827 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6543 +[2025-02-27 02:29:50,870 INFO hook.py line 289 943558] Test: [41/78] Loss 1.4172 +[2025-02-27 02:29:50,896 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2606 +[2025-02-27 02:29:50,931 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1369 +[2025-02-27 02:29:50,994 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4935 +[2025-02-27 02:29:51,024 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7505 +[2025-02-27 02:29:51,070 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7752 +[2025-02-27 02:29:51,116 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1270 +[2025-02-27 02:29:51,149 INFO hook.py line 289 943558] Test: [48/78] Loss 1.0548 +[2025-02-27 02:29:51,179 INFO hook.py line 289 943558] Test: [49/78] Loss 1.2417 +[2025-02-27 02:29:51,220 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9523 +[2025-02-27 02:29:51,248 INFO hook.py line 289 943558] Test: [51/78] Loss 1.7614 +[2025-02-27 02:29:51,284 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8150 +[2025-02-27 02:29:51,314 INFO hook.py line 289 943558] Test: [53/78] Loss 0.7086 +[2025-02-27 02:29:51,347 INFO hook.py line 289 943558] Test: [54/78] Loss 1.8645 +[2025-02-27 02:29:51,383 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1187 +[2025-02-27 02:29:51,421 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5183 +[2025-02-27 02:29:51,452 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6771 +[2025-02-27 02:29:51,476 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4551 +[2025-02-27 02:29:51,513 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8954 +[2025-02-27 02:29:51,547 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8553 +[2025-02-27 02:29:51,573 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5179 +[2025-02-27 02:29:51,607 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5855 +[2025-02-27 02:29:51,641 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5237 +[2025-02-27 02:29:51,694 INFO hook.py line 289 943558] Test: [64/78] Loss 2.0496 +[2025-02-27 02:29:51,734 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8708 +[2025-02-27 02:29:51,773 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5144 +[2025-02-27 02:29:51,809 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5521 +[2025-02-27 02:29:51,842 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8882 +[2025-02-27 02:29:51,871 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3473 +[2025-02-27 02:29:51,923 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0518 +[2025-02-27 02:29:51,964 INFO hook.py line 289 943558] Test: [71/78] Loss 1.6643 +[2025-02-27 02:29:52,014 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8126 +[2025-02-27 02:29:52,063 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3733 +[2025-02-27 02:29:52,102 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9359 +[2025-02-27 02:29:52,148 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6882 +[2025-02-27 02:29:52,176 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9768 +[2025-02-27 02:29:52,230 INFO hook.py line 289 943558] Test: [77/78] Loss 0.6617 +[2025-02-27 02:29:52,256 INFO hook.py line 289 943558] Test: [78/78] Loss 1.1717 +[2025-02-27 02:29:53,640 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:29:53,640 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:29:53,640 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] wall : 0.8082 0.9461 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] floor : 0.9549 0.9790 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] cabinet : 0.4910 0.7203 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] bed : 0.6868 0.8246 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] chair : 0.8463 0.8875 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] sofa : 0.6959 0.8789 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] table : 0.6355 0.6996 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] door : 0.5615 0.7327 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] window : 0.4964 0.5903 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] bookshelf : 0.5371 0.5585 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] picture : 0.3109 0.3613 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] counter : 0.5340 0.7091 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] desk : 0.5357 0.8252 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] curtain : 0.5217 0.5601 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] refridgerator : 0.4171 0.4641 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] shower curtain : 0.5622 0.6409 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] toilet : 0.9112 0.9404 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] sink : 0.6046 0.6541 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] bathtub : 0.8637 0.9190 +[2025-02-27 02:29:53,641 INFO hook.py line 232 943558] otherfurniture : 0.3247 0.4290 +[2025-02-27 02:29:53,641 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:29:53,641 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6150/0.7160/0.8539. +[2025-02-27 02:29:53,642 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:29:53,651 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:29:53,651 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:30:17,461 INFO hook.py line 109 943558] Train: [39/100][50/60] Data 0.001 (0.005) Batch 0.204 (0.320) Remain 00:19:33 loss: 0.2901 Lr: 4.30884e-03 +[2025-02-27 02:30:19,521 INFO misc.py line 135 943558] Train result: loss: 0.4610 +[2025-02-27 02:30:19,604 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:30:37,128 INFO hook.py line 289 943558] Test: [1/78] Loss 0.2674 +[2025-02-27 02:30:37,441 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4843 +[2025-02-27 02:30:38,027 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4151 +[2025-02-27 02:30:38,404 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5763 +[2025-02-27 02:30:38,472 INFO hook.py line 289 943558] Test: [5/78] Loss 0.8772 +[2025-02-27 02:30:38,520 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2951 +[2025-02-27 02:30:38,569 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4734 +[2025-02-27 02:30:38,598 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2415 +[2025-02-27 02:30:38,640 INFO hook.py line 289 943558] Test: [9/78] Loss 1.5830 +[2025-02-27 02:30:39,279 INFO hook.py line 289 943558] Test: [10/78] Loss 1.0443 +[2025-02-27 02:30:39,335 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5936 +[2025-02-27 02:30:39,373 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5897 +[2025-02-27 02:30:39,418 INFO hook.py line 289 943558] Test: [13/78] Loss 0.8773 +[2025-02-27 02:30:39,454 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8670 +[2025-02-27 02:30:39,487 INFO hook.py line 289 943558] Test: [15/78] Loss 1.6255 +[2025-02-27 02:30:39,528 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1664 +[2025-02-27 02:30:39,563 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6622 +[2025-02-27 02:30:39,594 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6312 +[2025-02-27 02:30:39,636 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0634 +[2025-02-27 02:30:39,672 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4729 +[2025-02-27 02:30:39,709 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2665 +[2025-02-27 02:30:39,744 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3238 +[2025-02-27 02:30:39,771 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9180 +[2025-02-27 02:30:39,811 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4163 +[2025-02-27 02:30:39,857 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3898 +[2025-02-27 02:30:39,895 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8536 +[2025-02-27 02:30:39,943 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2102 +[2025-02-27 02:30:39,974 INFO hook.py line 289 943558] Test: [28/78] Loss 1.1539 +[2025-02-27 02:30:40,013 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4858 +[2025-02-27 02:30:40,062 INFO hook.py line 289 943558] Test: [30/78] Loss 0.7484 +[2025-02-27 02:30:40,114 INFO hook.py line 289 943558] Test: [31/78] Loss 0.5824 +[2025-02-27 02:30:40,145 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5799 +[2025-02-27 02:30:40,195 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2626 +[2025-02-27 02:30:40,228 INFO hook.py line 289 943558] Test: [34/78] Loss 1.3004 +[2025-02-27 02:30:40,262 INFO hook.py line 289 943558] Test: [35/78] Loss 0.7007 +[2025-02-27 02:30:40,303 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0272 +[2025-02-27 02:30:40,340 INFO hook.py line 289 943558] Test: [37/78] Loss 0.7798 +[2025-02-27 02:30:40,368 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3351 +[2025-02-27 02:30:40,425 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1570 +[2025-02-27 02:30:40,466 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5416 +[2025-02-27 02:30:40,506 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3548 +[2025-02-27 02:30:40,541 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1685 +[2025-02-27 02:30:40,584 INFO hook.py line 289 943558] Test: [43/78] Loss 0.3966 +[2025-02-27 02:30:40,637 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6698 +[2025-02-27 02:30:40,669 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8296 +[2025-02-27 02:30:40,709 INFO hook.py line 289 943558] Test: [46/78] Loss 0.8722 +[2025-02-27 02:30:40,744 INFO hook.py line 289 943558] Test: [47/78] Loss 1.8274 +[2025-02-27 02:30:40,773 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7251 +[2025-02-27 02:30:40,800 INFO hook.py line 289 943558] Test: [49/78] Loss 1.2189 +[2025-02-27 02:30:40,828 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8417 +[2025-02-27 02:30:40,853 INFO hook.py line 289 943558] Test: [51/78] Loss 1.1815 +[2025-02-27 02:30:40,883 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9008 +[2025-02-27 02:30:40,905 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3949 +[2025-02-27 02:30:40,935 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0338 +[2025-02-27 02:30:40,968 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0805 +[2025-02-27 02:30:41,004 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4249 +[2025-02-27 02:30:41,033 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5581 +[2025-02-27 02:30:41,056 INFO hook.py line 289 943558] Test: [58/78] Loss 0.6702 +[2025-02-27 02:30:41,090 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1748 +[2025-02-27 02:30:41,119 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5482 +[2025-02-27 02:30:41,140 INFO hook.py line 289 943558] Test: [61/78] Loss 1.0578 +[2025-02-27 02:30:41,170 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5432 +[2025-02-27 02:30:41,202 INFO hook.py line 289 943558] Test: [63/78] Loss 1.0531 +[2025-02-27 02:30:41,253 INFO hook.py line 289 943558] Test: [64/78] Loss 1.7476 +[2025-02-27 02:30:41,277 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8712 +[2025-02-27 02:30:41,314 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5979 +[2025-02-27 02:30:41,348 INFO hook.py line 289 943558] Test: [67/78] Loss 0.6636 +[2025-02-27 02:30:41,377 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9025 +[2025-02-27 02:30:41,403 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3127 +[2025-02-27 02:30:41,452 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0264 +[2025-02-27 02:30:41,491 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7562 +[2025-02-27 02:30:41,538 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7392 +[2025-02-27 02:30:41,584 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5975 +[2025-02-27 02:30:41,620 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9477 +[2025-02-27 02:30:41,665 INFO hook.py line 289 943558] Test: [75/78] Loss 0.8947 +[2025-02-27 02:30:41,689 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8613 +[2025-02-27 02:30:41,741 INFO hook.py line 289 943558] Test: [77/78] Loss 0.6676 +[2025-02-27 02:30:41,764 INFO hook.py line 289 943558] Test: [78/78] Loss 1.1868 +[2025-02-27 02:30:42,831 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:30:42,831 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:30:42,831 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] wall : 0.8100 0.9212 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] floor : 0.9546 0.9804 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] cabinet : 0.4769 0.7720 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] bed : 0.7183 0.8380 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] chair : 0.8758 0.9384 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] sofa : 0.7833 0.8876 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] table : 0.5913 0.6688 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] door : 0.5376 0.6013 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] window : 0.4973 0.6774 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] bookshelf : 0.6624 0.8773 +[2025-02-27 02:30:42,831 INFO hook.py line 232 943558] picture : 0.2637 0.3009 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] counter : 0.6014 0.7128 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] desk : 0.4543 0.5638 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] curtain : 0.5671 0.6675 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] refridgerator : 0.3210 0.3353 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] shower curtain : 0.5117 0.5934 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] toilet : 0.8867 0.9287 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] sink : 0.6176 0.7151 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] bathtub : 0.8837 0.9327 +[2025-02-27 02:30:42,832 INFO hook.py line 232 943558] otherfurniture : 0.3101 0.4292 +[2025-02-27 02:30:42,832 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:30:42,832 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6163/0.7171/0.8546. +[2025-02-27 02:30:42,832 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:30:42,842 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:30:42,842 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:31:04,441 INFO hook.py line 109 943558] Train: [40/100][50/60] Data 0.002 (0.005) Batch 0.292 (0.320) Remain 00:19:14 loss: 0.4840 Lr: 4.21888e-03 +[2025-02-27 02:31:07,632 INFO misc.py line 135 943558] Train result: loss: 0.4473 +[2025-02-27 02:31:07,751 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:31:27,937 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1238 +[2025-02-27 02:31:28,018 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3851 +[2025-02-27 02:31:28,073 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3299 +[2025-02-27 02:31:28,138 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5664 +[2025-02-27 02:31:28,183 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7516 +[2025-02-27 02:31:28,246 INFO hook.py line 289 943558] Test: [6/78] Loss 2.1695 +[2025-02-27 02:31:28,298 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4654 +[2025-02-27 02:31:28,343 INFO hook.py line 289 943558] Test: [8/78] Loss 0.4949 +[2025-02-27 02:31:37,317 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4215 +[2025-02-27 02:31:37,877 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6794 +[2025-02-27 02:31:37,923 INFO hook.py line 289 943558] Test: [11/78] Loss 0.7153 +[2025-02-27 02:31:37,964 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6109 +[2025-02-27 02:31:38,010 INFO hook.py line 289 943558] Test: [13/78] Loss 1.0006 +[2025-02-27 02:31:38,049 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2957 +[2025-02-27 02:31:38,240 INFO hook.py line 289 943558] Test: [15/78] Loss 2.1663 +[2025-02-27 02:31:38,282 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1910 +[2025-02-27 02:31:38,322 INFO hook.py line 289 943558] Test: [17/78] Loss 0.8098 +[2025-02-27 02:31:38,362 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0567 +[2025-02-27 02:31:38,415 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1632 +[2025-02-27 02:31:38,451 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3299 +[2025-02-27 02:31:38,491 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2227 +[2025-02-27 02:31:38,533 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3380 +[2025-02-27 02:31:38,563 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8868 +[2025-02-27 02:31:38,605 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2313 +[2025-02-27 02:31:38,649 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2429 +[2025-02-27 02:31:38,690 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7573 +[2025-02-27 02:31:38,739 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3081 +[2025-02-27 02:31:38,772 INFO hook.py line 289 943558] Test: [28/78] Loss 2.5229 +[2025-02-27 02:31:38,808 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3195 +[2025-02-27 02:31:38,860 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4053 +[2025-02-27 02:31:38,914 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4971 +[2025-02-27 02:31:38,949 INFO hook.py line 289 943558] Test: [32/78] Loss 2.1778 +[2025-02-27 02:31:38,999 INFO hook.py line 289 943558] Test: [33/78] Loss 0.5338 +[2025-02-27 02:31:39,042 INFO hook.py line 289 943558] Test: [34/78] Loss 1.2194 +[2025-02-27 02:31:39,076 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5166 +[2025-02-27 02:31:39,123 INFO hook.py line 289 943558] Test: [36/78] Loss 0.6159 +[2025-02-27 02:31:39,168 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5891 +[2025-02-27 02:31:39,199 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3742 +[2025-02-27 02:31:39,258 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9989 +[2025-02-27 02:31:39,303 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4977 +[2025-02-27 02:31:39,352 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1111 +[2025-02-27 02:31:39,382 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1514 +[2025-02-27 02:31:39,418 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1438 +[2025-02-27 02:31:39,471 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5258 +[2025-02-27 02:31:39,514 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5963 +[2025-02-27 02:31:39,562 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6722 +[2025-02-27 02:31:39,599 INFO hook.py line 289 943558] Test: [47/78] Loss 1.5438 +[2025-02-27 02:31:39,629 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5073 +[2025-02-27 02:31:39,660 INFO hook.py line 289 943558] Test: [49/78] Loss 0.9722 +[2025-02-27 02:31:39,690 INFO hook.py line 289 943558] Test: [50/78] Loss 1.1317 +[2025-02-27 02:31:39,717 INFO hook.py line 289 943558] Test: [51/78] Loss 0.9727 +[2025-02-27 02:31:39,748 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8813 +[2025-02-27 02:31:39,773 INFO hook.py line 289 943558] Test: [53/78] Loss 0.7126 +[2025-02-27 02:31:39,806 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9974 +[2025-02-27 02:31:39,841 INFO hook.py line 289 943558] Test: [55/78] Loss 0.3687 +[2025-02-27 02:31:39,878 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5480 +[2025-02-27 02:31:39,909 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4691 +[2025-02-27 02:31:39,934 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5353 +[2025-02-27 02:31:39,969 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9812 +[2025-02-27 02:31:40,001 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5322 +[2025-02-27 02:31:40,024 INFO hook.py line 289 943558] Test: [61/78] Loss 3.6237 +[2025-02-27 02:31:40,056 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4522 +[2025-02-27 02:31:40,090 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1286 +[2025-02-27 02:31:40,143 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2077 +[2025-02-27 02:31:40,170 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9264 +[2025-02-27 02:31:40,208 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4435 +[2025-02-27 02:31:40,244 INFO hook.py line 289 943558] Test: [67/78] Loss 0.6190 +[2025-02-27 02:31:40,277 INFO hook.py line 289 943558] Test: [68/78] Loss 1.0671 +[2025-02-27 02:31:40,305 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3045 +[2025-02-27 02:31:40,356 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0648 +[2025-02-27 02:31:40,397 INFO hook.py line 289 943558] Test: [71/78] Loss 1.6033 +[2025-02-27 02:31:40,446 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4499 +[2025-02-27 02:31:40,492 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5442 +[2025-02-27 02:31:40,531 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8887 +[2025-02-27 02:31:40,576 INFO hook.py line 289 943558] Test: [75/78] Loss 0.7436 +[2025-02-27 02:31:40,603 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8622 +[2025-02-27 02:31:40,656 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4236 +[2025-02-27 02:31:40,682 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8090 +[2025-02-27 02:31:42,034 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:31:42,034 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:31:42,034 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:31:42,034 INFO hook.py line 232 943558] wall : 0.8258 0.9507 +[2025-02-27 02:31:42,034 INFO hook.py line 232 943558] floor : 0.9574 0.9832 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] cabinet : 0.4397 0.8033 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] bed : 0.7300 0.8073 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] chair : 0.8543 0.8971 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] sofa : 0.6779 0.9415 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] table : 0.6346 0.7015 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] door : 0.5666 0.6669 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] window : 0.5391 0.6922 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] bookshelf : 0.5713 0.6022 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] picture : 0.3013 0.3618 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] counter : 0.5641 0.7401 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] desk : 0.5518 0.7412 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] curtain : 0.5798 0.6381 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] refridgerator : 0.3362 0.3567 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] shower curtain : 0.6198 0.6893 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] toilet : 0.9296 0.9500 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] sink : 0.6083 0.7328 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] bathtub : 0.8778 0.9380 +[2025-02-27 02:31:42,035 INFO hook.py line 232 943558] otherfurniture : 0.2891 0.3212 +[2025-02-27 02:31:42,035 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:31:42,035 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6227/0.7258/0.8585. +[2025-02-27 02:31:42,036 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:31:42,049 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:31:42,049 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:32:05,754 INFO hook.py line 109 943558] Train: [41/100][50/60] Data 0.001 (0.007) Batch 0.208 (0.337) Remain 00:19:57 loss: 0.4675 Lr: 4.12758e-03 +[2025-02-27 02:32:07,827 INFO misc.py line 135 943558] Train result: loss: 0.4425 +[2025-02-27 02:32:07,913 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:32:25,321 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1338 +[2025-02-27 02:32:27,147 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4533 +[2025-02-27 02:32:27,699 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5114 +[2025-02-27 02:32:27,753 INFO hook.py line 289 943558] Test: [4/78] Loss 0.4979 +[2025-02-27 02:32:27,795 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6753 +[2025-02-27 02:32:27,917 INFO hook.py line 289 943558] Test: [6/78] Loss 2.7446 +[2025-02-27 02:32:27,966 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6696 +[2025-02-27 02:32:28,438 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2145 +[2025-02-27 02:32:28,480 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2918 +[2025-02-27 02:32:28,520 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6167 +[2025-02-27 02:32:28,681 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4160 +[2025-02-27 02:32:28,712 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5427 +[2025-02-27 02:32:28,758 INFO hook.py line 289 943558] Test: [13/78] Loss 1.8042 +[2025-02-27 02:32:28,801 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8206 +[2025-02-27 02:32:28,837 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8753 +[2025-02-27 02:32:28,881 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0965 +[2025-02-27 02:32:28,918 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5435 +[2025-02-27 02:32:28,949 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9728 +[2025-02-27 02:32:28,988 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1346 +[2025-02-27 02:32:29,026 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0972 +[2025-02-27 02:32:29,059 INFO hook.py line 289 943558] Test: [21/78] Loss 0.1966 +[2025-02-27 02:32:29,099 INFO hook.py line 289 943558] Test: [22/78] Loss 1.1988 +[2025-02-27 02:32:29,126 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0973 +[2025-02-27 02:32:29,173 INFO hook.py line 289 943558] Test: [24/78] Loss 1.6042 +[2025-02-27 02:32:29,212 INFO hook.py line 289 943558] Test: [25/78] Loss 0.8868 +[2025-02-27 02:32:29,253 INFO hook.py line 289 943558] Test: [26/78] Loss 0.5392 +[2025-02-27 02:32:29,302 INFO hook.py line 289 943558] Test: [27/78] Loss 0.8849 +[2025-02-27 02:32:29,336 INFO hook.py line 289 943558] Test: [28/78] Loss 1.7167 +[2025-02-27 02:32:29,367 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2255 +[2025-02-27 02:32:29,420 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3507 +[2025-02-27 02:32:29,474 INFO hook.py line 289 943558] Test: [31/78] Loss 0.5270 +[2025-02-27 02:32:29,513 INFO hook.py line 289 943558] Test: [32/78] Loss 0.3760 +[2025-02-27 02:32:29,576 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1846 +[2025-02-27 02:32:29,612 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9578 +[2025-02-27 02:32:29,647 INFO hook.py line 289 943558] Test: [35/78] Loss 0.6192 +[2025-02-27 02:32:29,688 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0838 +[2025-02-27 02:32:29,724 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4162 +[2025-02-27 02:32:29,751 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3518 +[2025-02-27 02:32:29,810 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7985 +[2025-02-27 02:32:29,851 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4273 +[2025-02-27 02:32:29,892 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1573 +[2025-02-27 02:32:29,919 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1477 +[2025-02-27 02:32:29,963 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1750 +[2025-02-27 02:32:30,015 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4472 +[2025-02-27 02:32:30,054 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5395 +[2025-02-27 02:32:30,103 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7948 +[2025-02-27 02:32:30,143 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9777 +[2025-02-27 02:32:30,173 INFO hook.py line 289 943558] Test: [48/78] Loss 0.8656 +[2025-02-27 02:32:30,203 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5384 +[2025-02-27 02:32:30,233 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0605 +[2025-02-27 02:32:30,262 INFO hook.py line 289 943558] Test: [51/78] Loss 0.4032 +[2025-02-27 02:32:30,294 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9105 +[2025-02-27 02:32:30,319 INFO hook.py line 289 943558] Test: [53/78] Loss 0.5852 +[2025-02-27 02:32:30,353 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9883 +[2025-02-27 02:32:30,387 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0490 +[2025-02-27 02:32:30,425 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2849 +[2025-02-27 02:32:30,456 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5944 +[2025-02-27 02:32:30,481 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3934 +[2025-02-27 02:32:30,524 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0536 +[2025-02-27 02:32:30,566 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8332 +[2025-02-27 02:32:30,591 INFO hook.py line 289 943558] Test: [61/78] Loss 2.4544 +[2025-02-27 02:32:30,624 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5708 +[2025-02-27 02:32:30,658 INFO hook.py line 289 943558] Test: [63/78] Loss 0.9523 +[2025-02-27 02:32:30,711 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2873 +[2025-02-27 02:32:30,738 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7851 +[2025-02-27 02:32:30,777 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5396 +[2025-02-27 02:32:30,813 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3792 +[2025-02-27 02:32:30,844 INFO hook.py line 289 943558] Test: [68/78] Loss 1.0587 +[2025-02-27 02:32:30,873 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3163 +[2025-02-27 02:32:30,925 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0990 +[2025-02-27 02:32:30,965 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8159 +[2025-02-27 02:32:31,014 INFO hook.py line 289 943558] Test: [72/78] Loss 0.2728 +[2025-02-27 02:32:31,062 INFO hook.py line 289 943558] Test: [73/78] Loss 0.2757 +[2025-02-27 02:32:31,101 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0611 +[2025-02-27 02:32:31,147 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3672 +[2025-02-27 02:32:31,174 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9072 +[2025-02-27 02:32:31,227 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3661 +[2025-02-27 02:32:31,253 INFO hook.py line 289 943558] Test: [78/78] Loss 0.4169 +[2025-02-27 02:32:32,657 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:32:32,657 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:32:32,657 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:32:32,657 INFO hook.py line 232 943558] wall : 0.8199 0.9506 +[2025-02-27 02:32:32,657 INFO hook.py line 232 943558] floor : 0.9575 0.9865 +[2025-02-27 02:32:32,657 INFO hook.py line 232 943558] cabinet : 0.5105 0.7077 +[2025-02-27 02:32:32,657 INFO hook.py line 232 943558] bed : 0.7391 0.8017 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] chair : 0.8683 0.9354 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] sofa : 0.7586 0.8544 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] table : 0.6291 0.8300 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] door : 0.5650 0.6640 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] window : 0.5085 0.6528 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] bookshelf : 0.6860 0.8090 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] picture : 0.2914 0.3248 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] counter : 0.5779 0.7448 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] desk : 0.4677 0.5672 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] curtain : 0.6185 0.7919 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] refridgerator : 0.4271 0.4635 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] shower curtain : 0.5297 0.5907 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] toilet : 0.9190 0.9518 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] sink : 0.5702 0.6003 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] bathtub : 0.8774 0.9048 +[2025-02-27 02:32:32,658 INFO hook.py line 232 943558] otherfurniture : 0.2677 0.2987 +[2025-02-27 02:32:32,658 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:32:32,658 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6295/0.7215/0.8646. +[2025-02-27 02:32:32,658 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:32:32,666 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:32:32,666 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:32:56,263 INFO hook.py line 109 943558] Train: [42/100][50/60] Data 0.002 (0.005) Batch 0.200 (0.315) Remain 00:18:19 loss: 0.4413 Lr: 4.03506e-03 +[2025-02-27 02:32:58,311 INFO misc.py line 135 943558] Train result: loss: 0.4416 +[2025-02-27 02:32:58,392 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:33:17,378 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1780 +[2025-02-27 02:33:17,432 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4785 +[2025-02-27 02:33:17,652 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3765 +[2025-02-27 02:33:17,708 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7340 +[2025-02-27 02:33:17,762 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7454 +[2025-02-27 02:33:17,811 INFO hook.py line 289 943558] Test: [6/78] Loss 2.4989 +[2025-02-27 02:33:17,861 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6194 +[2025-02-27 02:33:17,906 INFO hook.py line 289 943558] Test: [8/78] Loss 0.6621 +[2025-02-27 02:33:17,958 INFO hook.py line 289 943558] Test: [9/78] Loss 1.6986 +[2025-02-27 02:33:18,464 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6667 +[2025-02-27 02:33:18,506 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5139 +[2025-02-27 02:33:18,537 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5969 +[2025-02-27 02:33:18,584 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6807 +[2025-02-27 02:33:18,621 INFO hook.py line 289 943558] Test: [14/78] Loss 2.4468 +[2025-02-27 02:33:18,657 INFO hook.py line 289 943558] Test: [15/78] Loss 2.1304 +[2025-02-27 02:33:18,700 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0897 +[2025-02-27 02:33:18,736 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5479 +[2025-02-27 02:33:18,771 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8334 +[2025-02-27 02:33:18,819 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0976 +[2025-02-27 02:33:18,857 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1423 +[2025-02-27 02:33:18,903 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2924 +[2025-02-27 02:33:18,940 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3604 +[2025-02-27 02:33:18,967 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7234 +[2025-02-27 02:33:19,016 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5327 +[2025-02-27 02:33:19,055 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4738 +[2025-02-27 02:33:19,100 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8041 +[2025-02-27 02:33:19,150 INFO hook.py line 289 943558] Test: [27/78] Loss 1.0533 +[2025-02-27 02:33:19,195 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0757 +[2025-02-27 02:33:19,242 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3283 +[2025-02-27 02:33:19,293 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4454 +[2025-02-27 02:33:19,346 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4350 +[2025-02-27 02:33:19,378 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5089 +[2025-02-27 02:33:19,429 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3059 +[2025-02-27 02:33:19,473 INFO hook.py line 289 943558] Test: [34/78] Loss 1.4935 +[2025-02-27 02:33:19,510 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3422 +[2025-02-27 02:33:19,548 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0158 +[2025-02-27 02:33:19,586 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5011 +[2025-02-27 02:33:19,614 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3972 +[2025-02-27 02:33:19,673 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9408 +[2025-02-27 02:33:19,718 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5608 +[2025-02-27 02:33:19,759 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2578 +[2025-02-27 02:33:19,793 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1557 +[2025-02-27 02:33:19,835 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1873 +[2025-02-27 02:33:19,888 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6854 +[2025-02-27 02:33:19,918 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5967 +[2025-02-27 02:33:19,965 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6961 +[2025-02-27 02:33:20,002 INFO hook.py line 289 943558] Test: [47/78] Loss 2.6753 +[2025-02-27 02:33:20,033 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7346 +[2025-02-27 02:33:20,067 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1593 +[2025-02-27 02:33:20,103 INFO hook.py line 289 943558] Test: [50/78] Loss 1.2806 +[2025-02-27 02:33:20,130 INFO hook.py line 289 943558] Test: [51/78] Loss 1.6124 +[2025-02-27 02:33:20,162 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7982 +[2025-02-27 02:33:20,187 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3351 +[2025-02-27 02:33:20,220 INFO hook.py line 289 943558] Test: [54/78] Loss 2.3694 +[2025-02-27 02:33:20,255 INFO hook.py line 289 943558] Test: [55/78] Loss 0.6768 +[2025-02-27 02:33:20,293 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2153 +[2025-02-27 02:33:20,325 INFO hook.py line 289 943558] Test: [57/78] Loss 1.4321 +[2025-02-27 02:33:20,350 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4139 +[2025-02-27 02:33:20,386 INFO hook.py line 289 943558] Test: [59/78] Loss 1.2191 +[2025-02-27 02:33:20,418 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7802 +[2025-02-27 02:33:20,442 INFO hook.py line 289 943558] Test: [61/78] Loss 2.1279 +[2025-02-27 02:33:20,476 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7668 +[2025-02-27 02:33:20,511 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1594 +[2025-02-27 02:33:20,564 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4663 +[2025-02-27 02:33:20,591 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9087 +[2025-02-27 02:33:20,629 INFO hook.py line 289 943558] Test: [66/78] Loss 1.4009 +[2025-02-27 02:33:20,666 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4623 +[2025-02-27 02:33:20,698 INFO hook.py line 289 943558] Test: [68/78] Loss 1.2346 +[2025-02-27 02:33:20,727 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2961 +[2025-02-27 02:33:20,779 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1890 +[2025-02-27 02:33:20,819 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8684 +[2025-02-27 02:33:20,868 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5452 +[2025-02-27 02:33:20,916 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3250 +[2025-02-27 02:33:20,955 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2680 +[2025-02-27 02:33:21,001 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6481 +[2025-02-27 02:33:21,035 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7644 +[2025-02-27 02:33:21,089 INFO hook.py line 289 943558] Test: [77/78] Loss 0.6517 +[2025-02-27 02:33:21,121 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7151 +[2025-02-27 02:33:22,472 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:33:22,472 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:33:22,472 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] wall : 0.8022 0.9479 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] floor : 0.9589 0.9869 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] cabinet : 0.5207 0.7082 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] bed : 0.7417 0.7660 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] chair : 0.8588 0.9379 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] sofa : 0.7325 0.8175 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] table : 0.5711 0.6661 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] door : 0.5372 0.6466 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] window : 0.5269 0.6436 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] bookshelf : 0.6532 0.7848 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] picture : 0.3163 0.3730 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] counter : 0.5785 0.6668 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] desk : 0.4373 0.7605 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] curtain : 0.5163 0.6337 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] refridgerator : 0.3536 0.3639 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] shower curtain : 0.4775 0.5457 +[2025-02-27 02:33:22,472 INFO hook.py line 232 943558] toilet : 0.9136 0.9444 +[2025-02-27 02:33:22,473 INFO hook.py line 232 943558] sink : 0.6011 0.6728 +[2025-02-27 02:33:22,473 INFO hook.py line 232 943558] bathtub : 0.8586 0.9073 +[2025-02-27 02:33:22,473 INFO hook.py line 232 943558] otherfurniture : 0.2792 0.3284 +[2025-02-27 02:33:22,473 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:33:22,473 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6118/0.7051/0.8552. +[2025-02-27 02:33:22,473 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:33:22,480 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:33:22,480 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:33:46,664 INFO hook.py line 109 943558] Train: [43/100][50/60] Data 0.002 (0.004) Batch 0.210 (0.305) Remain 00:17:24 loss: 0.5222 Lr: 3.94140e-03 +[2025-02-27 02:33:48,721 INFO misc.py line 135 943558] Train result: loss: 0.4082 +[2025-02-27 02:33:48,807 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:34:07,088 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1964 +[2025-02-27 02:34:07,226 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5813 +[2025-02-27 02:34:07,568 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3680 +[2025-02-27 02:34:08,055 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5728 +[2025-02-27 02:34:08,090 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7157 +[2025-02-27 02:34:08,137 INFO hook.py line 289 943558] Test: [6/78] Loss 2.1931 +[2025-02-27 02:34:08,184 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6591 +[2025-02-27 02:34:08,210 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2772 +[2025-02-27 02:34:08,253 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2202 +[2025-02-27 02:34:08,291 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6976 +[2025-02-27 02:34:08,333 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5577 +[2025-02-27 02:34:08,363 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6462 +[2025-02-27 02:34:08,406 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7422 +[2025-02-27 02:34:08,441 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0788 +[2025-02-27 02:34:08,475 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8037 +[2025-02-27 02:34:08,515 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1041 +[2025-02-27 02:34:08,552 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6257 +[2025-02-27 02:34:08,584 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9318 +[2025-02-27 02:34:08,624 INFO hook.py line 289 943558] Test: [19/78] Loss 0.8672 +[2025-02-27 02:34:08,656 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1791 +[2025-02-27 02:34:08,688 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2918 +[2025-02-27 02:34:08,723 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3638 +[2025-02-27 02:34:08,751 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9013 +[2025-02-27 02:34:08,792 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4368 +[2025-02-27 02:34:08,829 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4079 +[2025-02-27 02:34:08,865 INFO hook.py line 289 943558] Test: [26/78] Loss 0.5468 +[2025-02-27 02:34:08,912 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1902 +[2025-02-27 02:34:08,956 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1661 +[2025-02-27 02:34:08,984 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2426 +[2025-02-27 02:34:09,036 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4717 +[2025-02-27 02:34:09,090 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3679 +[2025-02-27 02:34:09,121 INFO hook.py line 289 943558] Test: [32/78] Loss 1.1786 +[2025-02-27 02:34:09,169 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2448 +[2025-02-27 02:34:09,203 INFO hook.py line 289 943558] Test: [34/78] Loss 1.4722 +[2025-02-27 02:34:09,236 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5058 +[2025-02-27 02:34:09,271 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0027 +[2025-02-27 02:34:09,304 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4016 +[2025-02-27 02:34:09,330 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2920 +[2025-02-27 02:34:09,387 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0513 +[2025-02-27 02:34:09,431 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7064 +[2025-02-27 02:34:09,471 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9421 +[2025-02-27 02:34:09,497 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1948 +[2025-02-27 02:34:09,531 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1753 +[2025-02-27 02:34:09,583 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5218 +[2025-02-27 02:34:09,612 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6202 +[2025-02-27 02:34:09,653 INFO hook.py line 289 943558] Test: [46/78] Loss 1.0823 +[2025-02-27 02:34:09,687 INFO hook.py line 289 943558] Test: [47/78] Loss 2.6887 +[2025-02-27 02:34:09,716 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5424 +[2025-02-27 02:34:09,744 INFO hook.py line 289 943558] Test: [49/78] Loss 1.8693 +[2025-02-27 02:34:09,772 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0540 +[2025-02-27 02:34:09,797 INFO hook.py line 289 943558] Test: [51/78] Loss 0.8175 +[2025-02-27 02:34:09,825 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8881 +[2025-02-27 02:34:09,848 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3447 +[2025-02-27 02:34:09,878 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0584 +[2025-02-27 02:34:09,911 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0337 +[2025-02-27 02:34:09,947 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2433 +[2025-02-27 02:34:09,976 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5627 +[2025-02-27 02:34:10,000 INFO hook.py line 289 943558] Test: [58/78] Loss 0.7006 +[2025-02-27 02:34:10,034 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9782 +[2025-02-27 02:34:10,063 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7445 +[2025-02-27 02:34:10,084 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5279 +[2025-02-27 02:34:10,114 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6639 +[2025-02-27 02:34:10,146 INFO hook.py line 289 943558] Test: [63/78] Loss 0.8620 +[2025-02-27 02:34:10,197 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1138 +[2025-02-27 02:34:10,221 INFO hook.py line 289 943558] Test: [65/78] Loss 0.6132 +[2025-02-27 02:34:10,257 INFO hook.py line 289 943558] Test: [66/78] Loss 0.8472 +[2025-02-27 02:34:10,290 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2936 +[2025-02-27 02:34:10,319 INFO hook.py line 289 943558] Test: [68/78] Loss 1.1345 +[2025-02-27 02:34:10,345 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2836 +[2025-02-27 02:34:10,395 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0819 +[2025-02-27 02:34:10,433 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8588 +[2025-02-27 02:34:10,481 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4974 +[2025-02-27 02:34:10,526 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4108 +[2025-02-27 02:34:10,562 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8952 +[2025-02-27 02:34:10,607 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4167 +[2025-02-27 02:34:10,632 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8554 +[2025-02-27 02:34:10,683 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3411 +[2025-02-27 02:34:10,706 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7492 +[2025-02-27 02:34:11,884 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:34:11,884 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:34:11,884 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] wall : 0.8106 0.9538 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] floor : 0.9580 0.9871 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] cabinet : 0.5032 0.7331 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] bed : 0.7259 0.8374 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] chair : 0.8594 0.9110 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] sofa : 0.7484 0.9321 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] table : 0.6632 0.7741 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] door : 0.5363 0.6054 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] window : 0.5253 0.6732 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] bookshelf : 0.6589 0.7295 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] picture : 0.2690 0.3115 +[2025-02-27 02:34:11,884 INFO hook.py line 232 943558] counter : 0.5417 0.6381 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] desk : 0.5304 0.6583 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] curtain : 0.5896 0.7580 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] refridgerator : 0.3652 0.3734 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] shower curtain : 0.4871 0.5927 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] toilet : 0.8767 0.9473 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] sink : 0.6303 0.7139 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] bathtub : 0.8756 0.9145 +[2025-02-27 02:34:11,885 INFO hook.py line 232 943558] otherfurniture : 0.2889 0.3286 +[2025-02-27 02:34:11,885 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:34:11,885 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6222/0.7187/0.8624. +[2025-02-27 02:34:11,885 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:34:11,896 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:34:11,897 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:34:32,754 INFO hook.py line 109 943558] Train: [44/100][50/60] Data 0.005 (0.005) Batch 0.310 (0.313) Remain 00:17:33 loss: 0.4694 Lr: 3.84671e-03 +[2025-02-27 02:34:35,897 INFO misc.py line 135 943558] Train result: loss: 0.4288 +[2025-02-27 02:34:36,032 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:34:56,030 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1629 +[2025-02-27 02:34:56,465 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4242 +[2025-02-27 02:34:56,512 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4189 +[2025-02-27 02:34:56,570 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5470 +[2025-02-27 02:34:56,639 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6036 +[2025-02-27 02:34:56,705 INFO hook.py line 289 943558] Test: [6/78] Loss 2.4551 +[2025-02-27 02:34:56,769 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5604 +[2025-02-27 02:35:06,104 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2622 +[2025-02-27 02:35:06,162 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2322 +[2025-02-27 02:35:06,197 INFO hook.py line 289 943558] Test: [10/78] Loss 0.9736 +[2025-02-27 02:35:06,243 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6158 +[2025-02-27 02:35:06,274 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5470 +[2025-02-27 02:35:06,320 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7456 +[2025-02-27 02:35:06,360 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2264 +[2025-02-27 02:35:06,404 INFO hook.py line 289 943558] Test: [15/78] Loss 2.4258 +[2025-02-27 02:35:06,448 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1610 +[2025-02-27 02:35:06,491 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7212 +[2025-02-27 02:35:06,525 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0006 +[2025-02-27 02:35:06,565 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1455 +[2025-02-27 02:35:06,603 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3924 +[2025-02-27 02:35:06,636 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2647 +[2025-02-27 02:35:06,681 INFO hook.py line 289 943558] Test: [22/78] Loss 1.0799 +[2025-02-27 02:35:06,712 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8621 +[2025-02-27 02:35:06,754 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3969 +[2025-02-27 02:35:06,799 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4840 +[2025-02-27 02:35:06,842 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7912 +[2025-02-27 02:35:06,891 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3741 +[2025-02-27 02:35:06,926 INFO hook.py line 289 943558] Test: [28/78] Loss 2.4994 +[2025-02-27 02:35:06,955 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2866 +[2025-02-27 02:35:07,009 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5319 +[2025-02-27 02:35:07,063 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4189 +[2025-02-27 02:35:07,096 INFO hook.py line 289 943558] Test: [32/78] Loss 0.8568 +[2025-02-27 02:35:07,146 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2152 +[2025-02-27 02:35:07,183 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7102 +[2025-02-27 02:35:07,218 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4207 +[2025-02-27 02:35:07,263 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0832 +[2025-02-27 02:35:07,302 INFO hook.py line 289 943558] Test: [37/78] Loss 0.6150 +[2025-02-27 02:35:07,338 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3350 +[2025-02-27 02:35:07,397 INFO hook.py line 289 943558] Test: [39/78] Loss 1.6950 +[2025-02-27 02:35:07,442 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6842 +[2025-02-27 02:35:07,494 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2165 +[2025-02-27 02:35:07,531 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2111 +[2025-02-27 02:35:07,566 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1639 +[2025-02-27 02:35:07,629 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5447 +[2025-02-27 02:35:07,666 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6249 +[2025-02-27 02:35:07,712 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7915 +[2025-02-27 02:35:07,749 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4955 +[2025-02-27 02:35:07,780 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7569 +[2025-02-27 02:35:07,811 INFO hook.py line 289 943558] Test: [49/78] Loss 2.0502 +[2025-02-27 02:35:07,841 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0622 +[2025-02-27 02:35:07,869 INFO hook.py line 289 943558] Test: [51/78] Loss 0.6260 +[2025-02-27 02:35:07,903 INFO hook.py line 289 943558] Test: [52/78] Loss 1.0805 +[2025-02-27 02:35:07,928 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3758 +[2025-02-27 02:35:07,960 INFO hook.py line 289 943558] Test: [54/78] Loss 1.8648 +[2025-02-27 02:35:07,996 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0441 +[2025-02-27 02:35:08,034 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2933 +[2025-02-27 02:35:08,065 INFO hook.py line 289 943558] Test: [57/78] Loss 0.7928 +[2025-02-27 02:35:08,095 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4951 +[2025-02-27 02:35:08,142 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0726 +[2025-02-27 02:35:08,180 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4055 +[2025-02-27 02:35:08,205 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6247 +[2025-02-27 02:35:08,237 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6344 +[2025-02-27 02:35:08,271 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2125 +[2025-02-27 02:35:08,324 INFO hook.py line 289 943558] Test: [64/78] Loss 1.5150 +[2025-02-27 02:35:08,351 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8489 +[2025-02-27 02:35:08,390 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4039 +[2025-02-27 02:35:08,426 INFO hook.py line 289 943558] Test: [67/78] Loss 0.6351 +[2025-02-27 02:35:08,458 INFO hook.py line 289 943558] Test: [68/78] Loss 1.0855 +[2025-02-27 02:35:08,494 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2854 +[2025-02-27 02:35:08,550 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2052 +[2025-02-27 02:35:08,590 INFO hook.py line 289 943558] Test: [71/78] Loss 1.6118 +[2025-02-27 02:35:08,639 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3811 +[2025-02-27 02:35:08,686 INFO hook.py line 289 943558] Test: [73/78] Loss 0.2588 +[2025-02-27 02:35:08,725 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6834 +[2025-02-27 02:35:08,771 INFO hook.py line 289 943558] Test: [75/78] Loss 0.2920 +[2025-02-27 02:35:08,797 INFO hook.py line 289 943558] Test: [76/78] Loss 1.1503 +[2025-02-27 02:35:08,850 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3288 +[2025-02-27 02:35:08,876 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7855 +[2025-02-27 02:35:10,286 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:35:10,287 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:35:10,287 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] wall : 0.8150 0.9653 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] floor : 0.9584 0.9824 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] cabinet : 0.4897 0.6649 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] bed : 0.7093 0.7566 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] chair : 0.8709 0.9245 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] sofa : 0.7398 0.8719 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] table : 0.6178 0.7779 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] door : 0.5806 0.6609 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] window : 0.5359 0.6426 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] bookshelf : 0.5434 0.5554 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] picture : 0.3058 0.3542 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] counter : 0.4915 0.5662 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] desk : 0.4110 0.5136 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] curtain : 0.6140 0.7261 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] refridgerator : 0.4160 0.4303 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] shower curtain : 0.4762 0.5397 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] toilet : 0.8871 0.9127 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] sink : 0.5846 0.7189 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] bathtub : 0.8771 0.9065 +[2025-02-27 02:35:10,287 INFO hook.py line 232 943558] otherfurniture : 0.3304 0.4759 +[2025-02-27 02:35:10,287 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:35:10,288 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6127/0.6973/0.8589. +[2025-02-27 02:35:10,288 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:35:10,300 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:35:10,300 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:35:33,737 INFO hook.py line 109 943558] Train: [45/100][50/60] Data 0.001 (0.027) Batch 0.216 (0.327) Remain 00:18:02 loss: 0.4523 Lr: 3.75110e-03 +[2025-02-27 02:35:35,892 INFO misc.py line 135 943558] Train result: loss: 0.4068 +[2025-02-27 02:35:35,975 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:35:54,173 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1401 +[2025-02-27 02:35:54,651 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4528 +[2025-02-27 02:35:54,708 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3307 +[2025-02-27 02:35:55,542 INFO hook.py line 289 943558] Test: [4/78] Loss 0.4405 +[2025-02-27 02:35:55,584 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6511 +[2025-02-27 02:35:55,641 INFO hook.py line 289 943558] Test: [6/78] Loss 2.1457 +[2025-02-27 02:35:55,707 INFO hook.py line 289 943558] Test: [7/78] Loss 0.3933 +[2025-02-27 02:35:55,747 INFO hook.py line 289 943558] Test: [8/78] Loss 0.4348 +[2025-02-27 02:35:55,793 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4126 +[2025-02-27 02:35:55,839 INFO hook.py line 289 943558] Test: [10/78] Loss 1.0068 +[2025-02-27 02:35:55,889 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5436 +[2025-02-27 02:35:55,923 INFO hook.py line 289 943558] Test: [12/78] Loss 0.8510 +[2025-02-27 02:35:56,347 INFO hook.py line 289 943558] Test: [13/78] Loss 1.0618 +[2025-02-27 02:35:56,401 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2724 +[2025-02-27 02:35:56,446 INFO hook.py line 289 943558] Test: [15/78] Loss 1.6834 +[2025-02-27 02:35:56,496 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1416 +[2025-02-27 02:35:56,536 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6580 +[2025-02-27 02:35:56,580 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6036 +[2025-02-27 02:35:56,634 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1643 +[2025-02-27 02:35:56,666 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3385 +[2025-02-27 02:35:56,708 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3629 +[2025-02-27 02:35:56,759 INFO hook.py line 289 943558] Test: [22/78] Loss 1.1518 +[2025-02-27 02:35:56,794 INFO hook.py line 289 943558] Test: [23/78] Loss 0.6213 +[2025-02-27 02:35:56,844 INFO hook.py line 289 943558] Test: [24/78] Loss 0.9864 +[2025-02-27 02:35:56,884 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2244 +[2025-02-27 02:35:56,922 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8481 +[2025-02-27 02:35:56,972 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2342 +[2025-02-27 02:35:57,005 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3086 +[2025-02-27 02:35:57,042 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4207 +[2025-02-27 02:35:57,095 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3713 +[2025-02-27 02:35:57,148 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3558 +[2025-02-27 02:35:57,181 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7028 +[2025-02-27 02:35:57,230 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2646 +[2025-02-27 02:35:57,267 INFO hook.py line 289 943558] Test: [34/78] Loss 1.3359 +[2025-02-27 02:35:57,301 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3228 +[2025-02-27 02:35:57,336 INFO hook.py line 289 943558] Test: [36/78] Loss 0.7767 +[2025-02-27 02:35:57,374 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3799 +[2025-02-27 02:35:57,409 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4216 +[2025-02-27 02:35:57,476 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9507 +[2025-02-27 02:35:57,524 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4282 +[2025-02-27 02:35:57,571 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1412 +[2025-02-27 02:35:57,609 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1995 +[2025-02-27 02:35:57,649 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1500 +[2025-02-27 02:35:57,709 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5291 +[2025-02-27 02:35:57,740 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8116 +[2025-02-27 02:35:57,792 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5490 +[2025-02-27 02:35:57,828 INFO hook.py line 289 943558] Test: [47/78] Loss 2.3622 +[2025-02-27 02:35:57,859 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6510 +[2025-02-27 02:35:57,890 INFO hook.py line 289 943558] Test: [49/78] Loss 0.7930 +[2025-02-27 02:35:57,920 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7198 +[2025-02-27 02:35:57,948 INFO hook.py line 289 943558] Test: [51/78] Loss 1.6625 +[2025-02-27 02:35:57,981 INFO hook.py line 289 943558] Test: [52/78] Loss 0.9649 +[2025-02-27 02:35:58,006 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6731 +[2025-02-27 02:35:58,039 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0276 +[2025-02-27 02:35:58,074 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0979 +[2025-02-27 02:35:58,112 INFO hook.py line 289 943558] Test: [56/78] Loss 0.5874 +[2025-02-27 02:35:58,142 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5722 +[2025-02-27 02:35:58,168 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5592 +[2025-02-27 02:35:58,205 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8949 +[2025-02-27 02:35:58,237 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8473 +[2025-02-27 02:35:58,260 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5164 +[2025-02-27 02:35:58,292 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8932 +[2025-02-27 02:35:58,326 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2455 +[2025-02-27 02:35:58,379 INFO hook.py line 289 943558] Test: [64/78] Loss 1.6274 +[2025-02-27 02:35:58,406 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1778 +[2025-02-27 02:35:58,446 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3997 +[2025-02-27 02:35:58,483 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4264 +[2025-02-27 02:35:58,515 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8871 +[2025-02-27 02:35:58,544 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3325 +[2025-02-27 02:35:58,598 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9877 +[2025-02-27 02:35:58,638 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9409 +[2025-02-27 02:35:58,687 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7604 +[2025-02-27 02:35:58,735 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3553 +[2025-02-27 02:35:58,774 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9778 +[2025-02-27 02:35:58,822 INFO hook.py line 289 943558] Test: [75/78] Loss 0.8514 +[2025-02-27 02:35:58,851 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8799 +[2025-02-27 02:35:58,904 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4681 +[2025-02-27 02:35:58,931 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8282 +[2025-02-27 02:36:00,541 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:36:00,542 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:36:00,542 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:36:00,542 INFO hook.py line 232 943558] wall : 0.8281 0.9319 +[2025-02-27 02:36:00,542 INFO hook.py line 232 943558] floor : 0.9574 0.9867 +[2025-02-27 02:36:00,542 INFO hook.py line 232 943558] cabinet : 0.5152 0.7185 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] bed : 0.7169 0.8321 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] chair : 0.8747 0.9229 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] sofa : 0.7767 0.8891 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] table : 0.6059 0.6650 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] door : 0.5901 0.7161 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] window : 0.5429 0.7160 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] bookshelf : 0.6664 0.8103 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] picture : 0.3139 0.4438 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] counter : 0.5735 0.7876 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] desk : 0.5211 0.8920 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] curtain : 0.5905 0.6918 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] refridgerator : 0.2868 0.5603 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] shower curtain : 0.4937 0.5374 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] toilet : 0.8878 0.9535 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] sink : 0.6184 0.6838 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] bathtub : 0.8827 0.9016 +[2025-02-27 02:36:00,543 INFO hook.py line 232 943558] otherfurniture : 0.2923 0.3255 +[2025-02-27 02:36:00,543 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:36:00,543 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6268/0.7483/0.8644. +[2025-02-27 02:36:00,545 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:36:00,559 INFO misc.py line 164 943558] Currently Best mIoU: 0.6315 +[2025-02-27 02:36:00,561 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:36:24,599 INFO hook.py line 109 943558] Train: [46/100][50/60] Data 0.001 (0.005) Batch 0.213 (0.318) Remain 00:17:12 loss: 0.5274 Lr: 3.65466e-03 +[2025-02-27 02:36:26,658 INFO misc.py line 135 943558] Train result: loss: 0.4316 +[2025-02-27 02:36:26,738 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:36:46,126 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1121 +[2025-02-27 02:36:46,925 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5555 +[2025-02-27 02:36:46,969 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3751 +[2025-02-27 02:36:47,018 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6100 +[2025-02-27 02:36:47,053 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4959 +[2025-02-27 02:36:47,145 INFO hook.py line 289 943558] Test: [6/78] Loss 2.4239 +[2025-02-27 02:36:47,204 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5107 +[2025-02-27 02:36:47,235 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2727 +[2025-02-27 02:36:47,285 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0881 +[2025-02-27 02:36:47,326 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4648 +[2025-02-27 02:36:47,464 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5000 +[2025-02-27 02:36:47,496 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5064 +[2025-02-27 02:36:47,543 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4451 +[2025-02-27 02:36:47,583 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1769 +[2025-02-27 02:36:47,624 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0386 +[2025-02-27 02:36:47,665 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0809 +[2025-02-27 02:36:47,701 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6786 +[2025-02-27 02:36:47,742 INFO hook.py line 289 943558] Test: [18/78] Loss 0.5468 +[2025-02-27 02:36:47,793 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2856 +[2025-02-27 02:36:47,831 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2687 +[2025-02-27 02:36:47,864 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2582 +[2025-02-27 02:36:47,902 INFO hook.py line 289 943558] Test: [22/78] Loss 0.9106 +[2025-02-27 02:36:47,944 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7442 +[2025-02-27 02:36:47,986 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4790 +[2025-02-27 02:36:48,028 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9892 +[2025-02-27 02:36:48,072 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8332 +[2025-02-27 02:36:48,121 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1551 +[2025-02-27 02:36:48,156 INFO hook.py line 289 943558] Test: [28/78] Loss 1.8272 +[2025-02-27 02:36:48,186 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2658 +[2025-02-27 02:36:48,237 INFO hook.py line 289 943558] Test: [30/78] Loss 0.6462 +[2025-02-27 02:36:48,295 INFO hook.py line 289 943558] Test: [31/78] Loss 0.5004 +[2025-02-27 02:36:48,341 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4930 +[2025-02-27 02:36:48,391 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2787 +[2025-02-27 02:36:48,430 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0221 +[2025-02-27 02:36:48,469 INFO hook.py line 289 943558] Test: [35/78] Loss 0.7316 +[2025-02-27 02:36:48,507 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8482 +[2025-02-27 02:36:48,547 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5972 +[2025-02-27 02:36:48,576 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3068 +[2025-02-27 02:36:48,635 INFO hook.py line 289 943558] Test: [39/78] Loss 1.4209 +[2025-02-27 02:36:48,679 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5000 +[2025-02-27 02:36:48,724 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1111 +[2025-02-27 02:36:48,755 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1315 +[2025-02-27 02:36:48,800 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1318 +[2025-02-27 02:36:48,861 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4971 +[2025-02-27 02:36:48,902 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6184 +[2025-02-27 02:36:48,949 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5885 +[2025-02-27 02:36:48,988 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4758 +[2025-02-27 02:36:49,018 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5337 +[2025-02-27 02:36:49,049 INFO hook.py line 289 943558] Test: [49/78] Loss 1.7553 +[2025-02-27 02:36:49,079 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8951 +[2025-02-27 02:36:49,107 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7607 +[2025-02-27 02:36:49,138 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8707 +[2025-02-27 02:36:49,163 INFO hook.py line 289 943558] Test: [53/78] Loss 0.5407 +[2025-02-27 02:36:49,195 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0320 +[2025-02-27 02:36:49,230 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0446 +[2025-02-27 02:36:49,269 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4198 +[2025-02-27 02:36:49,303 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4971 +[2025-02-27 02:36:49,329 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4023 +[2025-02-27 02:36:49,366 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8639 +[2025-02-27 02:36:49,398 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6999 +[2025-02-27 02:36:49,422 INFO hook.py line 289 943558] Test: [61/78] Loss 2.0429 +[2025-02-27 02:36:49,455 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5413 +[2025-02-27 02:36:49,489 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3267 +[2025-02-27 02:36:49,542 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4716 +[2025-02-27 02:36:49,569 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8854 +[2025-02-27 02:36:49,607 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4598 +[2025-02-27 02:36:49,643 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3366 +[2025-02-27 02:36:49,676 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9760 +[2025-02-27 02:36:49,704 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3025 +[2025-02-27 02:36:49,756 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0629 +[2025-02-27 02:36:49,798 INFO hook.py line 289 943558] Test: [71/78] Loss 0.6908 +[2025-02-27 02:36:49,847 INFO hook.py line 289 943558] Test: [72/78] Loss 0.2598 +[2025-02-27 02:36:49,894 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3541 +[2025-02-27 02:36:49,933 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0382 +[2025-02-27 02:36:49,979 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4451 +[2025-02-27 02:36:50,006 INFO hook.py line 289 943558] Test: [76/78] Loss 1.1244 +[2025-02-27 02:36:50,059 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4226 +[2025-02-27 02:36:50,084 INFO hook.py line 289 943558] Test: [78/78] Loss 0.3755 +[2025-02-27 02:36:51,549 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:36:51,550 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:36:51,550 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] wall : 0.8188 0.9581 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] floor : 0.9593 0.9827 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] cabinet : 0.5294 0.7428 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] bed : 0.7466 0.8404 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] chair : 0.8708 0.9365 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] sofa : 0.7814 0.8716 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] table : 0.6559 0.7822 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] door : 0.5832 0.7024 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] window : 0.4801 0.5433 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] bookshelf : 0.6717 0.7961 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] picture : 0.3235 0.3953 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] counter : 0.5723 0.7592 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] desk : 0.5516 0.7776 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] curtain : 0.6284 0.6786 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] refridgerator : 0.4165 0.4626 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] shower curtain : 0.5592 0.6095 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] toilet : 0.9115 0.9631 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] sink : 0.6180 0.7091 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] bathtub : 0.8247 0.9365 +[2025-02-27 02:36:51,550 INFO hook.py line 232 943558] otherfurniture : 0.2791 0.3153 +[2025-02-27 02:36:51,550 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:36:51,550 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6391/0.7381/0.8680. +[2025-02-27 02:36:51,551 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:36:51,552 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6391 +[2025-02-27 02:36:51,552 INFO misc.py line 164 943558] Currently Best mIoU: 0.6391 +[2025-02-27 02:36:51,552 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:37:15,632 INFO hook.py line 109 943558] Train: [47/100][50/60] Data 0.001 (0.005) Batch 0.198 (0.314) Remain 00:16:40 loss: 0.5165 Lr: 3.55751e-03 +[2025-02-27 02:37:17,675 INFO misc.py line 135 943558] Train result: loss: 0.4211 +[2025-02-27 02:37:17,777 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:37:36,727 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1269 +[2025-02-27 02:37:36,777 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6072 +[2025-02-27 02:37:36,818 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3160 +[2025-02-27 02:37:36,866 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6228 +[2025-02-27 02:37:36,906 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6842 +[2025-02-27 02:37:36,960 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2905 +[2025-02-27 02:37:37,009 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7701 +[2025-02-27 02:37:37,042 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2317 +[2025-02-27 02:37:37,094 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3906 +[2025-02-27 02:37:37,137 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6507 +[2025-02-27 02:37:37,191 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4196 +[2025-02-27 02:37:37,818 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5661 +[2025-02-27 02:37:37,861 INFO hook.py line 289 943558] Test: [13/78] Loss 1.8922 +[2025-02-27 02:37:37,898 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8267 +[2025-02-27 02:37:37,931 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8809 +[2025-02-27 02:37:37,974 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1284 +[2025-02-27 02:37:38,013 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5774 +[2025-02-27 02:37:38,045 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8575 +[2025-02-27 02:37:38,085 INFO hook.py line 289 943558] Test: [19/78] Loss 0.8569 +[2025-02-27 02:37:38,118 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1297 +[2025-02-27 02:37:38,157 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2648 +[2025-02-27 02:37:38,193 INFO hook.py line 289 943558] Test: [22/78] Loss 1.1760 +[2025-02-27 02:37:38,220 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9159 +[2025-02-27 02:37:38,261 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5021 +[2025-02-27 02:37:38,298 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2179 +[2025-02-27 02:37:38,335 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7949 +[2025-02-27 02:37:38,382 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3063 +[2025-02-27 02:37:38,414 INFO hook.py line 289 943558] Test: [28/78] Loss 2.4333 +[2025-02-27 02:37:38,440 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2221 +[2025-02-27 02:37:38,491 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5003 +[2025-02-27 02:37:38,543 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3300 +[2025-02-27 02:37:38,577 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6804 +[2025-02-27 02:37:38,625 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3487 +[2025-02-27 02:37:38,659 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1880 +[2025-02-27 02:37:38,692 INFO hook.py line 289 943558] Test: [35/78] Loss 0.7094 +[2025-02-27 02:37:38,727 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8797 +[2025-02-27 02:37:38,762 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5567 +[2025-02-27 02:37:38,789 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4835 +[2025-02-27 02:37:38,847 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0211 +[2025-02-27 02:37:38,889 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4800 +[2025-02-27 02:37:38,929 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0268 +[2025-02-27 02:37:38,954 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1516 +[2025-02-27 02:37:38,989 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1218 +[2025-02-27 02:37:39,039 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5169 +[2025-02-27 02:37:39,067 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7907 +[2025-02-27 02:37:39,114 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6867 +[2025-02-27 02:37:39,149 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9250 +[2025-02-27 02:37:39,178 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7838 +[2025-02-27 02:37:39,206 INFO hook.py line 289 943558] Test: [49/78] Loss 1.2270 +[2025-02-27 02:37:39,233 INFO hook.py line 289 943558] Test: [50/78] Loss 1.5043 +[2025-02-27 02:37:39,258 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7283 +[2025-02-27 02:37:39,287 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8150 +[2025-02-27 02:37:39,310 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3519 +[2025-02-27 02:37:39,341 INFO hook.py line 289 943558] Test: [54/78] Loss 1.7040 +[2025-02-27 02:37:39,374 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0465 +[2025-02-27 02:37:39,410 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2708 +[2025-02-27 02:37:39,438 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5749 +[2025-02-27 02:37:39,460 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5125 +[2025-02-27 02:37:39,495 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9468 +[2025-02-27 02:37:39,524 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5765 +[2025-02-27 02:37:39,546 INFO hook.py line 289 943558] Test: [61/78] Loss 2.8784 +[2025-02-27 02:37:39,576 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6393 +[2025-02-27 02:37:39,608 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1738 +[2025-02-27 02:37:39,658 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1390 +[2025-02-27 02:37:39,683 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7538 +[2025-02-27 02:37:39,718 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5928 +[2025-02-27 02:37:39,752 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4042 +[2025-02-27 02:37:39,781 INFO hook.py line 289 943558] Test: [68/78] Loss 1.1216 +[2025-02-27 02:37:39,807 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3110 +[2025-02-27 02:37:39,857 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0647 +[2025-02-27 02:37:39,895 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0140 +[2025-02-27 02:37:39,942 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3372 +[2025-02-27 02:37:39,987 INFO hook.py line 289 943558] Test: [73/78] Loss 0.2998 +[2025-02-27 02:37:40,025 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8695 +[2025-02-27 02:37:40,069 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3164 +[2025-02-27 02:37:40,093 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0926 +[2025-02-27 02:37:40,145 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4241 +[2025-02-27 02:37:40,168 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9261 +[2025-02-27 02:37:41,422 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:37:41,422 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:37:41,422 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] wall : 0.8125 0.9335 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] floor : 0.9585 0.9842 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] cabinet : 0.5192 0.7056 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] bed : 0.6634 0.8249 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] chair : 0.8524 0.9016 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] sofa : 0.7228 0.9061 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] table : 0.6618 0.7954 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] door : 0.5382 0.6604 +[2025-02-27 02:37:41,422 INFO hook.py line 232 943558] window : 0.5386 0.7090 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] bookshelf : 0.6862 0.7921 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] picture : 0.3255 0.5012 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] counter : 0.5750 0.7351 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] desk : 0.5341 0.6578 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] curtain : 0.6449 0.7070 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] refridgerator : 0.3102 0.3118 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] shower curtain : 0.5963 0.6439 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] toilet : 0.9002 0.9282 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] sink : 0.6101 0.6605 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] bathtub : 0.8368 0.9232 +[2025-02-27 02:37:41,423 INFO hook.py line 232 943558] otherfurniture : 0.2951 0.3709 +[2025-02-27 02:37:41,423 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:37:41,423 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6291/0.7326/0.8612. +[2025-02-27 02:37:41,423 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:37:41,430 INFO misc.py line 164 943558] Currently Best mIoU: 0.6391 +[2025-02-27 02:37:41,431 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:38:02,425 INFO hook.py line 109 943558] Train: [48/100][50/60] Data 0.002 (0.004) Batch 0.311 (0.305) Remain 00:15:55 loss: 0.4212 Lr: 3.45976e-03 +[2025-02-27 02:38:05,482 INFO misc.py line 135 943558] Train result: loss: 0.4122 +[2025-02-27 02:38:05,567 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:38:26,563 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1201 +[2025-02-27 02:38:26,624 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4592 +[2025-02-27 02:38:26,681 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4000 +[2025-02-27 02:38:26,743 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6324 +[2025-02-27 02:38:26,793 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6932 +[2025-02-27 02:38:26,868 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2006 +[2025-02-27 02:38:26,927 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7579 +[2025-02-27 02:38:26,971 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2498 +[2025-02-27 02:38:35,901 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4909 +[2025-02-27 02:38:35,948 INFO hook.py line 289 943558] Test: [10/78] Loss 0.7571 +[2025-02-27 02:38:35,993 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3794 +[2025-02-27 02:38:36,035 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4987 +[2025-02-27 02:38:36,081 INFO hook.py line 289 943558] Test: [13/78] Loss 2.3537 +[2025-02-27 02:38:36,117 INFO hook.py line 289 943558] Test: [14/78] Loss 1.6568 +[2025-02-27 02:38:36,621 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7420 +[2025-02-27 02:38:36,663 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1130 +[2025-02-27 02:38:36,699 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6938 +[2025-02-27 02:38:36,735 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8450 +[2025-02-27 02:38:36,778 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0862 +[2025-02-27 02:38:36,815 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1498 +[2025-02-27 02:38:36,856 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3359 +[2025-02-27 02:38:36,904 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2900 +[2025-02-27 02:38:36,936 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7347 +[2025-02-27 02:38:36,981 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1075 +[2025-02-27 02:38:37,029 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2887 +[2025-02-27 02:38:37,074 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7425 +[2025-02-27 02:38:37,122 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1480 +[2025-02-27 02:38:37,156 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0607 +[2025-02-27 02:38:37,183 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3293 +[2025-02-27 02:38:37,241 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5966 +[2025-02-27 02:38:37,299 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3698 +[2025-02-27 02:38:37,350 INFO hook.py line 289 943558] Test: [32/78] Loss 1.2866 +[2025-02-27 02:38:37,400 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2716 +[2025-02-27 02:38:37,442 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8262 +[2025-02-27 02:38:37,477 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4205 +[2025-02-27 02:38:37,512 INFO hook.py line 289 943558] Test: [36/78] Loss 1.4305 +[2025-02-27 02:38:37,550 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3616 +[2025-02-27 02:38:37,588 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2083 +[2025-02-27 02:38:37,647 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0545 +[2025-02-27 02:38:37,689 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4970 +[2025-02-27 02:38:37,730 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0135 +[2025-02-27 02:38:37,757 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1764 +[2025-02-27 02:38:37,791 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1152 +[2025-02-27 02:38:37,844 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5130 +[2025-02-27 02:38:37,875 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8454 +[2025-02-27 02:38:37,920 INFO hook.py line 289 943558] Test: [46/78] Loss 0.4924 +[2025-02-27 02:38:37,963 INFO hook.py line 289 943558] Test: [47/78] Loss 2.2366 +[2025-02-27 02:38:37,994 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6070 +[2025-02-27 02:38:38,024 INFO hook.py line 289 943558] Test: [49/78] Loss 1.3625 +[2025-02-27 02:38:38,054 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7776 +[2025-02-27 02:38:38,081 INFO hook.py line 289 943558] Test: [51/78] Loss 1.6947 +[2025-02-27 02:38:38,112 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8213 +[2025-02-27 02:38:38,136 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3409 +[2025-02-27 02:38:38,169 INFO hook.py line 289 943558] Test: [54/78] Loss 1.8655 +[2025-02-27 02:38:38,204 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0598 +[2025-02-27 02:38:38,242 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3612 +[2025-02-27 02:38:38,272 INFO hook.py line 289 943558] Test: [57/78] Loss 0.8258 +[2025-02-27 02:38:38,298 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4027 +[2025-02-27 02:38:38,334 INFO hook.py line 289 943558] Test: [59/78] Loss 0.7104 +[2025-02-27 02:38:38,366 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6509 +[2025-02-27 02:38:38,390 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5742 +[2025-02-27 02:38:38,422 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3694 +[2025-02-27 02:38:38,456 INFO hook.py line 289 943558] Test: [63/78] Loss 0.9959 +[2025-02-27 02:38:38,509 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1258 +[2025-02-27 02:38:38,535 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0692 +[2025-02-27 02:38:38,574 INFO hook.py line 289 943558] Test: [66/78] Loss 0.8483 +[2025-02-27 02:38:38,610 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4325 +[2025-02-27 02:38:38,642 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7330 +[2025-02-27 02:38:38,671 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3206 +[2025-02-27 02:38:38,723 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9736 +[2025-02-27 02:38:38,763 INFO hook.py line 289 943558] Test: [71/78] Loss 1.4002 +[2025-02-27 02:38:38,811 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4204 +[2025-02-27 02:38:38,859 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3135 +[2025-02-27 02:38:38,897 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9173 +[2025-02-27 02:38:38,942 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4459 +[2025-02-27 02:38:38,968 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7725 +[2025-02-27 02:38:39,022 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3716 +[2025-02-27 02:38:39,047 INFO hook.py line 289 943558] Test: [78/78] Loss 1.1254 +[2025-02-27 02:38:40,770 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:38:40,771 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:38:40,771 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] wall : 0.8158 0.9458 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] floor : 0.9575 0.9864 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] cabinet : 0.5423 0.6778 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] bed : 0.6656 0.8196 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] chair : 0.8456 0.8993 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] sofa : 0.7188 0.8971 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] table : 0.6303 0.7397 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] door : 0.5877 0.6863 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] window : 0.5348 0.7440 +[2025-02-27 02:38:40,771 INFO hook.py line 232 943558] bookshelf : 0.5973 0.6489 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] picture : 0.3028 0.4001 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] counter : 0.5304 0.7938 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] desk : 0.4888 0.6908 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] curtain : 0.6208 0.6893 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] refridgerator : 0.4186 0.4298 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] shower curtain : 0.6167 0.6859 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] toilet : 0.8873 0.9492 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] sink : 0.6118 0.7385 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] bathtub : 0.7152 0.9215 +[2025-02-27 02:38:40,775 INFO hook.py line 232 943558] otherfurniture : 0.3110 0.3795 +[2025-02-27 02:38:40,776 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:38:40,776 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6199/0.7362/0.8613. +[2025-02-27 02:38:40,776 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:38:40,788 INFO misc.py line 164 943558] Currently Best mIoU: 0.6391 +[2025-02-27 02:38:40,789 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:39:04,356 INFO hook.py line 109 943558] Train: [49/100][50/60] Data 0.001 (0.005) Batch 0.210 (0.302) Remain 00:15:26 loss: 0.3002 Lr: 3.36150e-03 +[2025-02-27 02:39:06,490 INFO misc.py line 135 943558] Train result: loss: 0.4024 +[2025-02-27 02:39:06,566 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:39:26,264 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1092 +[2025-02-27 02:39:26,313 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6996 +[2025-02-27 02:39:26,574 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2577 +[2025-02-27 02:39:26,625 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5893 +[2025-02-27 02:39:26,670 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5825 +[2025-02-27 02:39:26,732 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0570 +[2025-02-27 02:39:26,829 INFO hook.py line 289 943558] Test: [7/78] Loss 0.8475 +[2025-02-27 02:39:27,034 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2439 +[2025-02-27 02:39:27,141 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3776 +[2025-02-27 02:39:27,185 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4099 +[2025-02-27 02:39:27,235 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5665 +[2025-02-27 02:39:27,268 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3587 +[2025-02-27 02:39:27,313 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7394 +[2025-02-27 02:39:27,350 INFO hook.py line 289 943558] Test: [14/78] Loss 1.7813 +[2025-02-27 02:39:27,388 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0147 +[2025-02-27 02:39:27,430 INFO hook.py line 289 943558] Test: [16/78] Loss 0.3412 +[2025-02-27 02:39:27,466 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6163 +[2025-02-27 02:39:27,505 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6776 +[2025-02-27 02:39:27,547 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0291 +[2025-02-27 02:39:27,584 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4142 +[2025-02-27 02:39:27,618 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2591 +[2025-02-27 02:39:27,661 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2069 +[2025-02-27 02:39:27,693 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7934 +[2025-02-27 02:39:27,738 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3828 +[2025-02-27 02:39:27,784 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0994 +[2025-02-27 02:39:27,830 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0935 +[2025-02-27 02:39:27,879 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2830 +[2025-02-27 02:39:27,917 INFO hook.py line 289 943558] Test: [28/78] Loss 2.9820 +[2025-02-27 02:39:27,966 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3706 +[2025-02-27 02:39:28,015 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5806 +[2025-02-27 02:39:28,074 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3668 +[2025-02-27 02:39:28,110 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6509 +[2025-02-27 02:39:28,163 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1931 +[2025-02-27 02:39:28,199 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9604 +[2025-02-27 02:39:28,234 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4856 +[2025-02-27 02:39:28,277 INFO hook.py line 289 943558] Test: [36/78] Loss 0.7431 +[2025-02-27 02:39:28,317 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5779 +[2025-02-27 02:39:28,349 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3387 +[2025-02-27 02:39:28,408 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7946 +[2025-02-27 02:39:28,452 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4736 +[2025-02-27 02:39:28,494 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2560 +[2025-02-27 02:39:28,520 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1377 +[2025-02-27 02:39:28,565 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1380 +[2025-02-27 02:39:28,616 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4429 +[2025-02-27 02:39:28,652 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6472 +[2025-02-27 02:39:28,701 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6506 +[2025-02-27 02:39:28,738 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1438 +[2025-02-27 02:39:28,769 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5423 +[2025-02-27 02:39:28,800 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5938 +[2025-02-27 02:39:28,829 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7217 +[2025-02-27 02:39:28,856 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2216 +[2025-02-27 02:39:28,888 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7652 +[2025-02-27 02:39:28,913 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2609 +[2025-02-27 02:39:28,945 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9993 +[2025-02-27 02:39:28,980 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1614 +[2025-02-27 02:39:29,017 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2079 +[2025-02-27 02:39:29,048 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5872 +[2025-02-27 02:39:29,075 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4444 +[2025-02-27 02:39:29,112 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0667 +[2025-02-27 02:39:29,143 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5823 +[2025-02-27 02:39:29,166 INFO hook.py line 289 943558] Test: [61/78] Loss 3.4091 +[2025-02-27 02:39:29,198 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4552 +[2025-02-27 02:39:29,232 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1146 +[2025-02-27 02:39:29,285 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4143 +[2025-02-27 02:39:29,312 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9931 +[2025-02-27 02:39:29,350 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5454 +[2025-02-27 02:39:29,387 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4616 +[2025-02-27 02:39:29,419 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7697 +[2025-02-27 02:39:29,447 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3026 +[2025-02-27 02:39:29,499 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2646 +[2025-02-27 02:39:29,539 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0088 +[2025-02-27 02:39:29,588 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3538 +[2025-02-27 02:39:29,635 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3736 +[2025-02-27 02:39:29,674 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9258 +[2025-02-27 02:39:29,721 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6123 +[2025-02-27 02:39:29,755 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0355 +[2025-02-27 02:39:29,809 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3324 +[2025-02-27 02:39:29,841 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7188 +[2025-02-27 02:39:31,344 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:39:31,344 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:39:31,344 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:39:31,344 INFO hook.py line 232 943558] wall : 0.8146 0.9390 +[2025-02-27 02:39:31,344 INFO hook.py line 232 943558] floor : 0.9541 0.9882 +[2025-02-27 02:39:31,344 INFO hook.py line 232 943558] cabinet : 0.5429 0.6615 +[2025-02-27 02:39:31,344 INFO hook.py line 232 943558] bed : 0.6817 0.8221 +[2025-02-27 02:39:31,344 INFO hook.py line 232 943558] chair : 0.8638 0.9198 +[2025-02-27 02:39:31,344 INFO hook.py line 232 943558] sofa : 0.7628 0.9063 +[2025-02-27 02:39:31,344 INFO hook.py line 232 943558] table : 0.6385 0.7442 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] door : 0.5853 0.7550 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] window : 0.5303 0.6698 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] bookshelf : 0.6678 0.7423 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] picture : 0.3270 0.4620 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] counter : 0.5945 0.7393 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] desk : 0.5487 0.7291 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] curtain : 0.6162 0.7538 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] refridgerator : 0.3673 0.3816 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] shower curtain : 0.5416 0.5842 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] toilet : 0.9161 0.9675 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] sink : 0.6337 0.6824 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] bathtub : 0.8640 0.9278 +[2025-02-27 02:39:31,345 INFO hook.py line 232 943558] otherfurniture : 0.3049 0.3729 +[2025-02-27 02:39:31,345 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:39:31,345 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6378/0.7374/0.8652. +[2025-02-27 02:39:31,345 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:39:31,346 INFO misc.py line 164 943558] Currently Best mIoU: 0.6391 +[2025-02-27 02:39:31,346 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:39:55,079 INFO hook.py line 109 943558] Train: [50/100][50/60] Data 0.001 (0.007) Batch 0.203 (0.337) Remain 00:16:53 loss: 0.1892 Lr: 3.26284e-03 +[2025-02-27 02:39:57,235 INFO misc.py line 135 943558] Train result: loss: 0.4041 +[2025-02-27 02:39:57,318 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:40:17,594 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1409 +[2025-02-27 02:40:17,649 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5641 +[2025-02-27 02:40:17,694 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5777 +[2025-02-27 02:40:18,095 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5251 +[2025-02-27 02:40:18,134 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5073 +[2025-02-27 02:40:18,194 INFO hook.py line 289 943558] Test: [6/78] Loss 1.8011 +[2025-02-27 02:40:18,242 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6994 +[2025-02-27 02:40:18,269 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2765 +[2025-02-27 02:40:18,459 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2992 +[2025-02-27 02:40:18,499 INFO hook.py line 289 943558] Test: [10/78] Loss 1.0140 +[2025-02-27 02:40:18,546 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5602 +[2025-02-27 02:40:18,591 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5804 +[2025-02-27 02:40:18,650 INFO hook.py line 289 943558] Test: [13/78] Loss 2.3578 +[2025-02-27 02:40:18,686 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0558 +[2025-02-27 02:40:18,727 INFO hook.py line 289 943558] Test: [15/78] Loss 2.1605 +[2025-02-27 02:40:18,782 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1132 +[2025-02-27 02:40:18,821 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5334 +[2025-02-27 02:40:18,854 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8768 +[2025-02-27 02:40:18,902 INFO hook.py line 289 943558] Test: [19/78] Loss 0.9205 +[2025-02-27 02:40:18,948 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3970 +[2025-02-27 02:40:18,981 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2914 +[2025-02-27 02:40:19,018 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2558 +[2025-02-27 02:40:19,044 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0026 +[2025-02-27 02:40:19,088 INFO hook.py line 289 943558] Test: [24/78] Loss 0.9910 +[2025-02-27 02:40:19,128 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3158 +[2025-02-27 02:40:19,169 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0072 +[2025-02-27 02:40:19,218 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3849 +[2025-02-27 02:40:19,251 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3838 +[2025-02-27 02:40:19,283 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3075 +[2025-02-27 02:40:19,335 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3382 +[2025-02-27 02:40:19,389 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4519 +[2025-02-27 02:40:19,421 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6897 +[2025-02-27 02:40:19,471 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3007 +[2025-02-27 02:40:19,507 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0186 +[2025-02-27 02:40:19,543 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4022 +[2025-02-27 02:40:19,583 INFO hook.py line 289 943558] Test: [36/78] Loss 0.7251 +[2025-02-27 02:40:19,620 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3323 +[2025-02-27 02:40:19,651 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3307 +[2025-02-27 02:40:19,709 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9364 +[2025-02-27 02:40:19,756 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5697 +[2025-02-27 02:40:19,806 INFO hook.py line 289 943558] Test: [41/78] Loss 0.8778 +[2025-02-27 02:40:19,844 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1277 +[2025-02-27 02:40:19,885 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1452 +[2025-02-27 02:40:19,937 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4810 +[2025-02-27 02:40:19,969 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7478 +[2025-02-27 02:40:20,016 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7411 +[2025-02-27 02:40:20,053 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1542 +[2025-02-27 02:40:20,085 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7244 +[2025-02-27 02:40:20,115 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6283 +[2025-02-27 02:40:20,148 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9541 +[2025-02-27 02:40:20,175 INFO hook.py line 289 943558] Test: [51/78] Loss 1.0448 +[2025-02-27 02:40:20,206 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8002 +[2025-02-27 02:40:20,231 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2137 +[2025-02-27 02:40:20,263 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9357 +[2025-02-27 02:40:20,302 INFO hook.py line 289 943558] Test: [55/78] Loss 0.4368 +[2025-02-27 02:40:20,340 INFO hook.py line 289 943558] Test: [56/78] Loss 0.1966 +[2025-02-27 02:40:20,371 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5472 +[2025-02-27 02:40:20,397 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5407 +[2025-02-27 02:40:20,433 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1554 +[2025-02-27 02:40:20,464 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8252 +[2025-02-27 02:40:20,487 INFO hook.py line 289 943558] Test: [61/78] Loss 2.9698 +[2025-02-27 02:40:20,520 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7478 +[2025-02-27 02:40:20,554 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1502 +[2025-02-27 02:40:20,608 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2786 +[2025-02-27 02:40:20,636 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8433 +[2025-02-27 02:40:20,675 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5329 +[2025-02-27 02:40:20,711 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4297 +[2025-02-27 02:40:20,743 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9409 +[2025-02-27 02:40:20,770 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2948 +[2025-02-27 02:40:20,821 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0606 +[2025-02-27 02:40:20,861 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0762 +[2025-02-27 02:40:20,911 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4681 +[2025-02-27 02:40:20,957 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3557 +[2025-02-27 02:40:20,996 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6572 +[2025-02-27 02:40:21,041 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4964 +[2025-02-27 02:40:21,068 INFO hook.py line 289 943558] Test: [76/78] Loss 1.1265 +[2025-02-27 02:40:21,124 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4049 +[2025-02-27 02:40:21,149 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7025 +[2025-02-27 02:40:22,548 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:40:22,548 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:40:22,548 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] wall : 0.7975 0.9642 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] floor : 0.9559 0.9851 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] cabinet : 0.5101 0.6292 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] bed : 0.7178 0.7854 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] chair : 0.8505 0.9173 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] sofa : 0.7473 0.9150 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] table : 0.5988 0.7117 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] door : 0.5749 0.6346 +[2025-02-27 02:40:22,549 INFO hook.py line 232 943558] window : 0.4875 0.5716 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] bookshelf : 0.6462 0.6954 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] picture : 0.2772 0.3313 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] counter : 0.5698 0.7040 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] desk : 0.3982 0.6667 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] curtain : 0.5999 0.6807 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] refridgerator : 0.3821 0.3925 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] shower curtain : 0.5137 0.5759 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] toilet : 0.8958 0.9289 +[2025-02-27 02:40:22,550 INFO hook.py line 232 943558] sink : 0.6313 0.6979 +[2025-02-27 02:40:22,551 INFO hook.py line 232 943558] bathtub : 0.8163 0.9138 +[2025-02-27 02:40:22,551 INFO hook.py line 232 943558] otherfurniture : 0.3163 0.3944 +[2025-02-27 02:40:22,551 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:40:22,551 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6144/0.7048/0.8562. +[2025-02-27 02:40:22,552 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:40:22,564 INFO misc.py line 164 943558] Currently Best mIoU: 0.6391 +[2025-02-27 02:40:22,564 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:40:46,652 INFO hook.py line 109 943558] Train: [51/100][50/60] Data 0.001 (0.026) Batch 0.195 (0.342) Remain 00:16:48 loss: 0.3323 Lr: 3.16390e-03 +[2025-02-27 02:40:48,696 INFO misc.py line 135 943558] Train result: loss: 0.4115 +[2025-02-27 02:40:48,775 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:41:06,155 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1209 +[2025-02-27 02:41:07,585 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4931 +[2025-02-27 02:41:07,632 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3058 +[2025-02-27 02:41:07,682 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5742 +[2025-02-27 02:41:07,724 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4352 +[2025-02-27 02:41:07,772 INFO hook.py line 289 943558] Test: [6/78] Loss 2.1798 +[2025-02-27 02:41:07,818 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5640 +[2025-02-27 02:41:07,845 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2642 +[2025-02-27 02:41:07,885 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3163 +[2025-02-27 02:41:07,915 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5579 +[2025-02-27 02:41:07,959 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5544 +[2025-02-27 02:41:07,990 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5501 +[2025-02-27 02:41:08,035 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6087 +[2025-02-27 02:41:08,072 INFO hook.py line 289 943558] Test: [14/78] Loss 1.9615 +[2025-02-27 02:41:08,106 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8569 +[2025-02-27 02:41:08,147 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0787 +[2025-02-27 02:41:08,181 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5759 +[2025-02-27 02:41:08,213 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6412 +[2025-02-27 02:41:08,260 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2834 +[2025-02-27 02:41:08,294 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3256 +[2025-02-27 02:41:08,334 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2969 +[2025-02-27 02:41:08,370 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2902 +[2025-02-27 02:41:08,395 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8618 +[2025-02-27 02:41:08,437 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1455 +[2025-02-27 02:41:08,480 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1090 +[2025-02-27 02:41:08,527 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9029 +[2025-02-27 02:41:08,575 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3604 +[2025-02-27 02:41:08,606 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3891 +[2025-02-27 02:41:08,631 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2421 +[2025-02-27 02:41:08,680 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3878 +[2025-02-27 02:41:08,732 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3475 +[2025-02-27 02:41:08,766 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4658 +[2025-02-27 02:41:08,813 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3046 +[2025-02-27 02:41:08,847 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1577 +[2025-02-27 02:41:08,881 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5805 +[2025-02-27 02:41:08,914 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8199 +[2025-02-27 02:41:08,952 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4274 +[2025-02-27 02:41:08,980 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3890 +[2025-02-27 02:41:09,037 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0157 +[2025-02-27 02:41:09,081 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5773 +[2025-02-27 02:41:09,127 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2041 +[2025-02-27 02:41:09,158 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1773 +[2025-02-27 02:41:09,190 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1672 +[2025-02-27 02:41:09,241 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5672 +[2025-02-27 02:41:09,273 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6280 +[2025-02-27 02:41:09,313 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7593 +[2025-02-27 02:41:09,348 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0496 +[2025-02-27 02:41:09,376 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5507 +[2025-02-27 02:41:09,405 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1881 +[2025-02-27 02:41:09,433 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7392 +[2025-02-27 02:41:09,457 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2972 +[2025-02-27 02:41:09,486 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7420 +[2025-02-27 02:41:09,508 INFO hook.py line 289 943558] Test: [53/78] Loss 0.4097 +[2025-02-27 02:41:09,538 INFO hook.py line 289 943558] Test: [54/78] Loss 1.5550 +[2025-02-27 02:41:09,571 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0363 +[2025-02-27 02:41:09,607 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4485 +[2025-02-27 02:41:09,635 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4996 +[2025-02-27 02:41:09,658 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3914 +[2025-02-27 02:41:09,692 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8221 +[2025-02-27 02:41:09,721 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4709 +[2025-02-27 02:41:09,742 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5909 +[2025-02-27 02:41:09,772 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5778 +[2025-02-27 02:41:09,803 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5102 +[2025-02-27 02:41:09,854 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2337 +[2025-02-27 02:41:09,878 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7553 +[2025-02-27 02:41:09,914 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3965 +[2025-02-27 02:41:09,948 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3516 +[2025-02-27 02:41:09,977 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8529 +[2025-02-27 02:41:10,003 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3262 +[2025-02-27 02:41:10,053 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0659 +[2025-02-27 02:41:10,091 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8557 +[2025-02-27 02:41:10,138 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4311 +[2025-02-27 02:41:10,182 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3169 +[2025-02-27 02:41:10,219 INFO hook.py line 289 943558] Test: [74/78] Loss 1.7229 +[2025-02-27 02:41:10,264 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6143 +[2025-02-27 02:41:10,289 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0245 +[2025-02-27 02:41:10,341 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4276 +[2025-02-27 02:41:10,363 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5326 +[2025-02-27 02:41:11,474 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:41:11,474 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:41:11,475 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:41:11,475 INFO hook.py line 232 943558] wall : 0.8262 0.9605 +[2025-02-27 02:41:11,475 INFO hook.py line 232 943558] floor : 0.9594 0.9834 +[2025-02-27 02:41:11,475 INFO hook.py line 232 943558] cabinet : 0.5358 0.7196 +[2025-02-27 02:41:11,475 INFO hook.py line 232 943558] bed : 0.6984 0.8503 +[2025-02-27 02:41:11,476 INFO hook.py line 232 943558] chair : 0.8778 0.9489 +[2025-02-27 02:41:11,476 INFO hook.py line 232 943558] sofa : 0.7810 0.8798 +[2025-02-27 02:41:11,477 INFO hook.py line 232 943558] table : 0.6625 0.7522 +[2025-02-27 02:41:11,477 INFO hook.py line 232 943558] door : 0.5991 0.7091 +[2025-02-27 02:41:11,477 INFO hook.py line 232 943558] window : 0.5189 0.6329 +[2025-02-27 02:41:11,477 INFO hook.py line 232 943558] bookshelf : 0.6799 0.7501 +[2025-02-27 02:41:11,477 INFO hook.py line 232 943558] picture : 0.2996 0.3552 +[2025-02-27 02:41:11,477 INFO hook.py line 232 943558] counter : 0.5993 0.7160 +[2025-02-27 02:41:11,477 INFO hook.py line 232 943558] desk : 0.5529 0.8312 +[2025-02-27 02:41:11,478 INFO hook.py line 232 943558] curtain : 0.5940 0.6787 +[2025-02-27 02:41:11,478 INFO hook.py line 232 943558] refridgerator : 0.3633 0.3748 +[2025-02-27 02:41:11,478 INFO hook.py line 232 943558] shower curtain : 0.5168 0.5657 +[2025-02-27 02:41:11,478 INFO hook.py line 232 943558] toilet : 0.9116 0.9727 +[2025-02-27 02:41:11,478 INFO hook.py line 232 943558] sink : 0.6386 0.7373 +[2025-02-27 02:41:11,478 INFO hook.py line 232 943558] bathtub : 0.8830 0.9190 +[2025-02-27 02:41:11,478 INFO hook.py line 232 943558] otherfurniture : 0.2966 0.3368 +[2025-02-27 02:41:11,478 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:41:11,478 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6397/0.7337/0.8709. +[2025-02-27 02:41:11,479 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:41:11,489 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6397 +[2025-02-27 02:41:11,489 INFO misc.py line 164 943558] Currently Best mIoU: 0.6397 +[2025-02-27 02:41:11,489 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:41:34,238 INFO hook.py line 109 943558] Train: [52/100][50/60] Data 0.002 (0.004) Batch 0.250 (0.343) Remain 00:16:30 loss: 0.3292 Lr: 3.06477e-03 +[2025-02-27 02:41:37,143 INFO misc.py line 135 943558] Train result: loss: 0.3740 +[2025-02-27 02:41:37,251 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:41:56,010 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1273 +[2025-02-27 02:41:56,058 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6197 +[2025-02-27 02:41:56,107 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4106 +[2025-02-27 02:41:56,163 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5080 +[2025-02-27 02:41:56,214 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5342 +[2025-02-27 02:41:56,279 INFO hook.py line 289 943558] Test: [6/78] Loss 1.8558 +[2025-02-27 02:41:56,341 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6853 +[2025-02-27 02:41:56,379 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2447 +[2025-02-27 02:41:56,429 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4642 +[2025-02-27 02:42:05,304 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5361 +[2025-02-27 02:42:05,777 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5259 +[2025-02-27 02:42:05,810 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4626 +[2025-02-27 02:42:06,092 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7041 +[2025-02-27 02:42:06,140 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8614 +[2025-02-27 02:42:06,179 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7773 +[2025-02-27 02:42:06,506 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1058 +[2025-02-27 02:42:06,541 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7028 +[2025-02-27 02:42:06,577 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8139 +[2025-02-27 02:42:06,618 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1131 +[2025-02-27 02:42:06,654 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3988 +[2025-02-27 02:42:06,687 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2737 +[2025-02-27 02:42:06,730 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3240 +[2025-02-27 02:42:06,758 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8345 +[2025-02-27 02:42:06,801 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3560 +[2025-02-27 02:42:06,839 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9256 +[2025-02-27 02:42:06,878 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7959 +[2025-02-27 02:42:06,928 INFO hook.py line 289 943558] Test: [27/78] Loss 1.0050 +[2025-02-27 02:42:06,965 INFO hook.py line 289 943558] Test: [28/78] Loss 3.0498 +[2025-02-27 02:42:06,994 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4306 +[2025-02-27 02:42:07,045 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4834 +[2025-02-27 02:42:07,099 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3668 +[2025-02-27 02:42:07,148 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6338 +[2025-02-27 02:42:07,198 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3043 +[2025-02-27 02:42:07,235 INFO hook.py line 289 943558] Test: [34/78] Loss 1.2796 +[2025-02-27 02:42:07,271 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3837 +[2025-02-27 02:42:07,314 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8610 +[2025-02-27 02:42:07,351 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4799 +[2025-02-27 02:42:07,389 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3790 +[2025-02-27 02:42:07,456 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2056 +[2025-02-27 02:42:07,499 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4425 +[2025-02-27 02:42:07,546 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1808 +[2025-02-27 02:42:07,580 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1183 +[2025-02-27 02:42:07,621 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2204 +[2025-02-27 02:42:07,674 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5592 +[2025-02-27 02:42:07,723 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8148 +[2025-02-27 02:42:07,775 INFO hook.py line 289 943558] Test: [46/78] Loss 0.8889 +[2025-02-27 02:42:07,812 INFO hook.py line 289 943558] Test: [47/78] Loss 1.5260 +[2025-02-27 02:42:07,844 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5450 +[2025-02-27 02:42:07,875 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4528 +[2025-02-27 02:42:07,905 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0061 +[2025-02-27 02:42:07,933 INFO hook.py line 289 943558] Test: [51/78] Loss 0.6903 +[2025-02-27 02:42:07,966 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6976 +[2025-02-27 02:42:07,994 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3174 +[2025-02-27 02:42:08,035 INFO hook.py line 289 943558] Test: [54/78] Loss 1.8033 +[2025-02-27 02:42:08,084 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0499 +[2025-02-27 02:42:08,127 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3213 +[2025-02-27 02:42:08,158 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6799 +[2025-02-27 02:42:08,183 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4214 +[2025-02-27 02:42:08,219 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0380 +[2025-02-27 02:42:08,252 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4113 +[2025-02-27 02:42:08,275 INFO hook.py line 289 943558] Test: [61/78] Loss 3.3991 +[2025-02-27 02:42:08,308 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4691 +[2025-02-27 02:42:08,342 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2943 +[2025-02-27 02:42:08,395 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2324 +[2025-02-27 02:42:08,421 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8931 +[2025-02-27 02:42:08,459 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4067 +[2025-02-27 02:42:08,495 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4062 +[2025-02-27 02:42:08,534 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8096 +[2025-02-27 02:42:08,569 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3047 +[2025-02-27 02:42:08,625 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0891 +[2025-02-27 02:42:08,666 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8970 +[2025-02-27 02:42:08,716 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3758 +[2025-02-27 02:42:08,763 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3075 +[2025-02-27 02:42:08,802 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8569 +[2025-02-27 02:42:08,849 INFO hook.py line 289 943558] Test: [75/78] Loss 0.7148 +[2025-02-27 02:42:08,876 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8556 +[2025-02-27 02:42:08,932 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3536 +[2025-02-27 02:42:08,958 INFO hook.py line 289 943558] Test: [78/78] Loss 1.0677 +[2025-02-27 02:42:10,309 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:42:10,309 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:42:10,309 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] wall : 0.8226 0.9381 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] floor : 0.9606 0.9854 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] cabinet : 0.5317 0.7173 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] bed : 0.6940 0.8192 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] chair : 0.8727 0.9173 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] sofa : 0.6893 0.9173 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] table : 0.6286 0.7671 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] door : 0.6050 0.6998 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] window : 0.5338 0.7003 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] bookshelf : 0.6329 0.7296 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] picture : 0.3035 0.5129 +[2025-02-27 02:42:10,309 INFO hook.py line 232 943558] counter : 0.5367 0.7456 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] desk : 0.5163 0.6871 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] curtain : 0.5894 0.6950 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] refridgerator : 0.4279 0.4808 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] shower curtain : 0.5420 0.6504 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] toilet : 0.9127 0.9299 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] sink : 0.6272 0.7528 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] bathtub : 0.8812 0.9252 +[2025-02-27 02:42:10,310 INFO hook.py line 232 943558] otherfurniture : 0.3099 0.3642 +[2025-02-27 02:42:10,310 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:42:10,310 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6309/0.7468/0.8647. +[2025-02-27 02:42:10,310 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:42:10,318 INFO misc.py line 164 943558] Currently Best mIoU: 0.6397 +[2025-02-27 02:42:10,318 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:42:34,367 INFO hook.py line 109 943558] Train: [53/100][50/60] Data 0.003 (0.006) Batch 0.225 (0.323) Remain 00:15:14 loss: 0.2327 Lr: 2.96558e-03 +[2025-02-27 02:42:36,489 INFO misc.py line 135 943558] Train result: loss: 0.3756 +[2025-02-27 02:42:36,586 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:42:55,837 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1280 +[2025-02-27 02:42:55,906 INFO hook.py line 289 943558] Test: [2/78] Loss 0.6789 +[2025-02-27 02:42:55,989 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3126 +[2025-02-27 02:42:56,872 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7302 +[2025-02-27 02:42:56,911 INFO hook.py line 289 943558] Test: [5/78] Loss 0.7776 +[2025-02-27 02:42:56,974 INFO hook.py line 289 943558] Test: [6/78] Loss 1.9538 +[2025-02-27 02:42:57,021 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5781 +[2025-02-27 02:42:57,049 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2605 +[2025-02-27 02:42:57,091 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1438 +[2025-02-27 02:42:57,123 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5432 +[2025-02-27 02:42:57,174 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6374 +[2025-02-27 02:42:57,213 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5021 +[2025-02-27 02:42:57,263 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4968 +[2025-02-27 02:42:57,314 INFO hook.py line 289 943558] Test: [14/78] Loss 1.9452 +[2025-02-27 02:42:57,355 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0935 +[2025-02-27 02:42:57,410 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0798 +[2025-02-27 02:42:57,450 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6635 +[2025-02-27 02:42:57,486 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8125 +[2025-02-27 02:42:57,526 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2368 +[2025-02-27 02:42:57,561 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3510 +[2025-02-27 02:42:57,598 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2971 +[2025-02-27 02:42:57,638 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3852 +[2025-02-27 02:42:57,664 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7265 +[2025-02-27 02:42:57,724 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2070 +[2025-02-27 02:42:57,768 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9561 +[2025-02-27 02:42:57,806 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9856 +[2025-02-27 02:42:57,856 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1521 +[2025-02-27 02:42:57,888 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0259 +[2025-02-27 02:42:57,917 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2462 +[2025-02-27 02:42:57,970 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3320 +[2025-02-27 02:42:58,023 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4387 +[2025-02-27 02:42:58,055 INFO hook.py line 289 943558] Test: [32/78] Loss 0.3705 +[2025-02-27 02:42:58,104 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3779 +[2025-02-27 02:42:58,140 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9819 +[2025-02-27 02:42:58,174 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5622 +[2025-02-27 02:42:58,215 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0324 +[2025-02-27 02:42:58,252 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3838 +[2025-02-27 02:42:58,283 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2987 +[2025-02-27 02:42:58,342 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0075 +[2025-02-27 02:42:58,385 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6102 +[2025-02-27 02:42:58,426 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0704 +[2025-02-27 02:42:58,452 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1675 +[2025-02-27 02:42:58,485 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1592 +[2025-02-27 02:42:58,537 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5451 +[2025-02-27 02:42:58,574 INFO hook.py line 289 943558] Test: [45/78] Loss 0.4812 +[2025-02-27 02:42:58,616 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6779 +[2025-02-27 02:42:58,653 INFO hook.py line 289 943558] Test: [47/78] Loss 1.6895 +[2025-02-27 02:42:58,683 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6571 +[2025-02-27 02:42:58,714 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6645 +[2025-02-27 02:42:58,744 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6355 +[2025-02-27 02:42:58,772 INFO hook.py line 289 943558] Test: [51/78] Loss 1.1087 +[2025-02-27 02:42:58,803 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8326 +[2025-02-27 02:42:58,828 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6477 +[2025-02-27 02:42:58,861 INFO hook.py line 289 943558] Test: [54/78] Loss 1.5551 +[2025-02-27 02:42:58,896 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0421 +[2025-02-27 02:42:58,934 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4800 +[2025-02-27 02:42:58,965 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5050 +[2025-02-27 02:42:58,990 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3438 +[2025-02-27 02:42:59,026 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8885 +[2025-02-27 02:42:59,058 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8009 +[2025-02-27 02:42:59,082 INFO hook.py line 289 943558] Test: [61/78] Loss 2.3052 +[2025-02-27 02:42:59,114 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4433 +[2025-02-27 02:42:59,148 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5632 +[2025-02-27 02:42:59,201 INFO hook.py line 289 943558] Test: [64/78] Loss 1.3648 +[2025-02-27 02:42:59,228 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7598 +[2025-02-27 02:42:59,266 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4945 +[2025-02-27 02:42:59,303 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3698 +[2025-02-27 02:42:59,335 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7733 +[2025-02-27 02:42:59,363 INFO hook.py line 289 943558] Test: [69/78] Loss 0.2867 +[2025-02-27 02:42:59,414 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1178 +[2025-02-27 02:42:59,454 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9383 +[2025-02-27 02:42:59,503 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6662 +[2025-02-27 02:42:59,550 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4153 +[2025-02-27 02:42:59,589 INFO hook.py line 289 943558] Test: [74/78] Loss 1.7927 +[2025-02-27 02:42:59,635 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6058 +[2025-02-27 02:42:59,662 INFO hook.py line 289 943558] Test: [76/78] Loss 1.1309 +[2025-02-27 02:42:59,716 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4047 +[2025-02-27 02:42:59,742 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9653 +[2025-02-27 02:43:01,157 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:43:01,157 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:43:01,158 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:43:01,158 INFO hook.py line 232 943558] wall : 0.8229 0.9414 +[2025-02-27 02:43:01,158 INFO hook.py line 232 943558] floor : 0.9601 0.9858 +[2025-02-27 02:43:01,158 INFO hook.py line 232 943558] cabinet : 0.5263 0.7455 +[2025-02-27 02:43:01,158 INFO hook.py line 232 943558] bed : 0.7393 0.8242 +[2025-02-27 02:43:01,158 INFO hook.py line 232 943558] chair : 0.8518 0.9351 +[2025-02-27 02:43:01,158 INFO hook.py line 232 943558] sofa : 0.7313 0.9003 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] table : 0.6622 0.7339 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] door : 0.5730 0.7112 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] window : 0.5034 0.6063 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] bookshelf : 0.6735 0.8093 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] picture : 0.3175 0.3968 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] counter : 0.5542 0.6416 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] desk : 0.5605 0.8562 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] curtain : 0.6351 0.7201 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] refridgerator : 0.4122 0.4614 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] shower curtain : 0.6629 0.7341 +[2025-02-27 02:43:01,159 INFO hook.py line 232 943558] toilet : 0.9274 0.9590 +[2025-02-27 02:43:01,160 INFO hook.py line 232 943558] sink : 0.6258 0.7152 +[2025-02-27 02:43:01,160 INFO hook.py line 232 943558] bathtub : 0.8788 0.9236 +[2025-02-27 02:43:01,160 INFO hook.py line 232 943558] otherfurniture : 0.2803 0.3205 +[2025-02-27 02:43:01,160 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:43:01,160 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6449/0.7461/0.8670. +[2025-02-27 02:43:01,161 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:43:01,174 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6449 +[2025-02-27 02:43:01,175 INFO misc.py line 164 943558] Currently Best mIoU: 0.6449 +[2025-02-27 02:43:01,175 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:43:25,039 INFO hook.py line 109 943558] Train: [54/100][50/60] Data 0.002 (0.006) Batch 0.203 (0.317) Remain 00:14:37 loss: 0.2998 Lr: 2.86643e-03 +[2025-02-27 02:43:27,181 INFO misc.py line 135 943558] Train result: loss: 0.3951 +[2025-02-27 02:43:27,263 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:43:47,116 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1129 +[2025-02-27 02:43:47,159 INFO hook.py line 289 943558] Test: [2/78] Loss 0.7355 +[2025-02-27 02:43:47,587 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2930 +[2025-02-27 02:43:47,634 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5239 +[2025-02-27 02:43:47,671 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6137 +[2025-02-27 02:43:47,735 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0347 +[2025-02-27 02:43:47,782 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4521 +[2025-02-27 02:43:47,809 INFO hook.py line 289 943558] Test: [8/78] Loss 0.3185 +[2025-02-27 02:43:47,854 INFO hook.py line 289 943558] Test: [9/78] Loss 1.5888 +[2025-02-27 02:43:47,889 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6900 +[2025-02-27 02:43:47,931 INFO hook.py line 289 943558] Test: [11/78] Loss 0.7172 +[2025-02-27 02:43:47,982 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5034 +[2025-02-27 02:43:48,027 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7437 +[2025-02-27 02:43:48,153 INFO hook.py line 289 943558] Test: [14/78] Loss 2.4626 +[2025-02-27 02:43:48,187 INFO hook.py line 289 943558] Test: [15/78] Loss 2.1175 +[2025-02-27 02:43:48,233 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0709 +[2025-02-27 02:43:48,269 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7371 +[2025-02-27 02:43:48,307 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9395 +[2025-02-27 02:43:48,351 INFO hook.py line 289 943558] Test: [19/78] Loss 0.8236 +[2025-02-27 02:43:48,394 INFO hook.py line 289 943558] Test: [20/78] Loss 1.0376 +[2025-02-27 02:43:48,431 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2892 +[2025-02-27 02:43:48,471 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3098 +[2025-02-27 02:43:48,500 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7389 +[2025-02-27 02:43:48,547 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2042 +[2025-02-27 02:43:48,595 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2410 +[2025-02-27 02:43:48,635 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8592 +[2025-02-27 02:43:48,684 INFO hook.py line 289 943558] Test: [27/78] Loss 1.0202 +[2025-02-27 02:43:48,725 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1589 +[2025-02-27 02:43:48,761 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3185 +[2025-02-27 02:43:48,814 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3827 +[2025-02-27 02:43:48,868 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4073 +[2025-02-27 02:43:48,901 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5908 +[2025-02-27 02:43:48,952 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3218 +[2025-02-27 02:43:48,994 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9232 +[2025-02-27 02:43:49,029 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5672 +[2025-02-27 02:43:49,076 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9547 +[2025-02-27 02:43:49,113 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3903 +[2025-02-27 02:43:49,142 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2384 +[2025-02-27 02:43:49,202 INFO hook.py line 289 943558] Test: [39/78] Loss 1.8122 +[2025-02-27 02:43:49,260 INFO hook.py line 289 943558] Test: [40/78] Loss 1.3684 +[2025-02-27 02:43:49,302 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0717 +[2025-02-27 02:43:49,328 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1460 +[2025-02-27 02:43:49,370 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1503 +[2025-02-27 02:43:49,425 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5469 +[2025-02-27 02:43:49,455 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7855 +[2025-02-27 02:43:49,504 INFO hook.py line 289 943558] Test: [46/78] Loss 0.5734 +[2025-02-27 02:43:49,540 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4645 +[2025-02-27 02:43:49,571 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7198 +[2025-02-27 02:43:49,602 INFO hook.py line 289 943558] Test: [49/78] Loss 1.3373 +[2025-02-27 02:43:49,633 INFO hook.py line 289 943558] Test: [50/78] Loss 1.0807 +[2025-02-27 02:43:49,661 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2688 +[2025-02-27 02:43:49,692 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8001 +[2025-02-27 02:43:49,717 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6063 +[2025-02-27 02:43:49,749 INFO hook.py line 289 943558] Test: [54/78] Loss 1.6637 +[2025-02-27 02:43:49,785 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0636 +[2025-02-27 02:43:49,824 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4089 +[2025-02-27 02:43:49,863 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6177 +[2025-02-27 02:43:49,889 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4313 +[2025-02-27 02:43:49,926 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8841 +[2025-02-27 02:43:49,958 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8713 +[2025-02-27 02:43:49,982 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5785 +[2025-02-27 02:43:50,015 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8056 +[2025-02-27 02:43:50,050 INFO hook.py line 289 943558] Test: [63/78] Loss 1.0836 +[2025-02-27 02:43:50,104 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2178 +[2025-02-27 02:43:50,131 INFO hook.py line 289 943558] Test: [65/78] Loss 0.5081 +[2025-02-27 02:43:50,169 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4671 +[2025-02-27 02:43:50,206 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4727 +[2025-02-27 02:43:50,239 INFO hook.py line 289 943558] Test: [68/78] Loss 1.0272 +[2025-02-27 02:43:50,267 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3175 +[2025-02-27 02:43:50,319 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0376 +[2025-02-27 02:43:50,360 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8685 +[2025-02-27 02:43:50,409 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7026 +[2025-02-27 02:43:50,457 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4005 +[2025-02-27 02:43:50,498 INFO hook.py line 289 943558] Test: [74/78] Loss 1.6483 +[2025-02-27 02:43:50,551 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4903 +[2025-02-27 02:43:50,580 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0142 +[2025-02-27 02:43:50,634 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4523 +[2025-02-27 02:43:50,660 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5274 +[2025-02-27 02:43:52,431 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:43:52,436 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:43:52,436 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] wall : 0.8179 0.9548 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] floor : 0.9577 0.9854 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] cabinet : 0.5066 0.6789 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] bed : 0.7135 0.8127 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] chair : 0.8773 0.9420 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] sofa : 0.7860 0.8628 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] table : 0.6454 0.6981 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] door : 0.5920 0.6827 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] window : 0.4868 0.5800 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] bookshelf : 0.6561 0.7513 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] picture : 0.2791 0.3176 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] counter : 0.5089 0.7500 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] desk : 0.4986 0.9028 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] curtain : 0.6410 0.7357 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] refridgerator : 0.4173 0.4288 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] shower curtain : 0.4485 0.4884 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] toilet : 0.9218 0.9504 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] sink : 0.6186 0.7071 +[2025-02-27 02:43:52,436 INFO hook.py line 232 943558] bathtub : 0.8891 0.9144 +[2025-02-27 02:43:52,437 INFO hook.py line 232 943558] otherfurniture : 0.3054 0.3705 +[2025-02-27 02:43:52,437 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:43:52,437 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6284/0.7257/0.8647. +[2025-02-27 02:43:52,437 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:43:52,457 INFO misc.py line 164 943558] Currently Best mIoU: 0.6449 +[2025-02-27 02:43:52,458 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:44:16,448 INFO hook.py line 109 943558] Train: [55/100][50/60] Data 0.001 (0.005) Batch 0.209 (0.320) Remain 00:14:26 loss: 0.4640 Lr: 2.76742e-03 +[2025-02-27 02:44:18,511 INFO misc.py line 135 943558] Train result: loss: 0.3523 +[2025-02-27 02:44:18,594 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:44:35,468 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1139 +[2025-02-27 02:44:36,904 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5953 +[2025-02-27 02:44:36,940 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3283 +[2025-02-27 02:44:36,988 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6172 +[2025-02-27 02:44:37,029 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6587 +[2025-02-27 02:44:37,076 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3588 +[2025-02-27 02:44:37,123 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7920 +[2025-02-27 02:44:37,151 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2305 +[2025-02-27 02:44:37,190 INFO hook.py line 289 943558] Test: [9/78] Loss 1.5009 +[2025-02-27 02:44:37,223 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5639 +[2025-02-27 02:44:37,368 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6108 +[2025-02-27 02:44:37,523 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5950 +[2025-02-27 02:44:37,844 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7005 +[2025-02-27 02:44:37,887 INFO hook.py line 289 943558] Test: [14/78] Loss 1.7370 +[2025-02-27 02:44:37,923 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8322 +[2025-02-27 02:44:37,962 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0998 +[2025-02-27 02:44:37,998 INFO hook.py line 289 943558] Test: [17/78] Loss 0.7108 +[2025-02-27 02:44:38,031 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8543 +[2025-02-27 02:44:38,068 INFO hook.py line 289 943558] Test: [19/78] Loss 0.9560 +[2025-02-27 02:44:38,106 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2739 +[2025-02-27 02:44:38,138 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2561 +[2025-02-27 02:44:38,177 INFO hook.py line 289 943558] Test: [22/78] Loss 1.1242 +[2025-02-27 02:44:38,203 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8917 +[2025-02-27 02:44:38,243 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0762 +[2025-02-27 02:44:38,280 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2800 +[2025-02-27 02:44:38,317 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0571 +[2025-02-27 02:44:38,364 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3151 +[2025-02-27 02:44:38,395 INFO hook.py line 289 943558] Test: [28/78] Loss 1.7325 +[2025-02-27 02:44:38,422 INFO hook.py line 289 943558] Test: [29/78] Loss 0.4103 +[2025-02-27 02:44:38,478 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5333 +[2025-02-27 02:44:38,531 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4719 +[2025-02-27 02:44:38,564 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4237 +[2025-02-27 02:44:38,612 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2682 +[2025-02-27 02:44:38,646 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7960 +[2025-02-27 02:44:38,680 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5115 +[2025-02-27 02:44:38,724 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8661 +[2025-02-27 02:44:38,761 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5008 +[2025-02-27 02:44:38,789 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3930 +[2025-02-27 02:44:38,846 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9957 +[2025-02-27 02:44:38,893 INFO hook.py line 289 943558] Test: [40/78] Loss 1.8244 +[2025-02-27 02:44:38,933 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1194 +[2025-02-27 02:44:38,965 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1053 +[2025-02-27 02:44:38,996 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1334 +[2025-02-27 02:44:39,055 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4539 +[2025-02-27 02:44:39,083 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5762 +[2025-02-27 02:44:39,126 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6767 +[2025-02-27 02:44:39,160 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0932 +[2025-02-27 02:44:39,190 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7640 +[2025-02-27 02:44:39,217 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6530 +[2025-02-27 02:44:39,244 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7066 +[2025-02-27 02:44:39,269 INFO hook.py line 289 943558] Test: [51/78] Loss 1.0567 +[2025-02-27 02:44:39,299 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8927 +[2025-02-27 02:44:39,320 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3502 +[2025-02-27 02:44:39,352 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9640 +[2025-02-27 02:44:39,385 INFO hook.py line 289 943558] Test: [55/78] Loss 0.4071 +[2025-02-27 02:44:39,421 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3080 +[2025-02-27 02:44:39,450 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5263 +[2025-02-27 02:44:39,472 INFO hook.py line 289 943558] Test: [58/78] Loss 0.5297 +[2025-02-27 02:44:39,507 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9145 +[2025-02-27 02:44:39,536 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5187 +[2025-02-27 02:44:39,556 INFO hook.py line 289 943558] Test: [61/78] Loss 2.3036 +[2025-02-27 02:44:39,586 INFO hook.py line 289 943558] Test: [62/78] Loss 0.7435 +[2025-02-27 02:44:39,618 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1174 +[2025-02-27 02:44:39,669 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1648 +[2025-02-27 02:44:39,692 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0998 +[2025-02-27 02:44:39,729 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5231 +[2025-02-27 02:44:39,763 INFO hook.py line 289 943558] Test: [67/78] Loss 0.5167 +[2025-02-27 02:44:39,791 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7493 +[2025-02-27 02:44:39,818 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3420 +[2025-02-27 02:44:39,868 INFO hook.py line 289 943558] Test: [70/78] Loss 1.3410 +[2025-02-27 02:44:39,906 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7228 +[2025-02-27 02:44:39,953 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4792 +[2025-02-27 02:44:39,997 INFO hook.py line 289 943558] Test: [73/78] Loss 0.2515 +[2025-02-27 02:44:40,034 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0292 +[2025-02-27 02:44:40,078 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6423 +[2025-02-27 02:44:40,103 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0683 +[2025-02-27 02:44:40,155 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4239 +[2025-02-27 02:44:40,177 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8151 +[2025-02-27 02:44:41,326 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:44:41,327 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:44:41,327 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] wall : 0.8146 0.9585 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] floor : 0.9593 0.9861 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] cabinet : 0.5248 0.6712 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] bed : 0.6546 0.8525 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] chair : 0.8733 0.9279 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] sofa : 0.7831 0.8940 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] table : 0.6367 0.7554 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] door : 0.5792 0.6870 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] window : 0.5076 0.6019 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] bookshelf : 0.7048 0.8438 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] picture : 0.3077 0.3494 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] counter : 0.4946 0.5705 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] desk : 0.5006 0.6951 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] curtain : 0.5907 0.6398 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] refridgerator : 0.3230 0.3276 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] shower curtain : 0.5770 0.6166 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] toilet : 0.8940 0.9304 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] sink : 0.6073 0.6634 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] bathtub : 0.8747 0.9208 +[2025-02-27 02:44:41,327 INFO hook.py line 232 943558] otherfurniture : 0.2934 0.3515 +[2025-02-27 02:44:41,327 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:44:41,327 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6251/0.7122/0.8648. +[2025-02-27 02:44:41,327 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:44:41,331 INFO misc.py line 164 943558] Currently Best mIoU: 0.6449 +[2025-02-27 02:44:41,331 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:45:04,748 INFO hook.py line 109 943558] Train: [56/100][50/60] Data 0.002 (0.004) Batch 0.242 (0.351) Remain 00:15:29 loss: 0.4442 Lr: 2.66867e-03 +[2025-02-27 02:45:07,395 INFO misc.py line 135 943558] Train result: loss: 0.3695 +[2025-02-27 02:45:07,496 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:45:26,138 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1211 +[2025-02-27 02:45:26,285 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3739 +[2025-02-27 02:45:26,334 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4482 +[2025-02-27 02:45:26,398 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6025 +[2025-02-27 02:45:26,446 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4933 +[2025-02-27 02:45:26,507 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0133 +[2025-02-27 02:45:26,564 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5615 +[2025-02-27 02:45:26,605 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2485 +[2025-02-27 02:45:35,880 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2130 +[2025-02-27 02:45:35,915 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5075 +[2025-02-27 02:45:35,961 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3279 +[2025-02-27 02:45:36,671 INFO hook.py line 289 943558] Test: [12/78] Loss 0.8521 +[2025-02-27 02:45:36,728 INFO hook.py line 289 943558] Test: [13/78] Loss 0.9443 +[2025-02-27 02:45:36,764 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1344 +[2025-02-27 02:45:36,799 INFO hook.py line 289 943558] Test: [15/78] Loss 2.2811 +[2025-02-27 02:45:36,844 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0767 +[2025-02-27 02:45:36,881 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5533 +[2025-02-27 02:45:36,913 INFO hook.py line 289 943558] Test: [18/78] Loss 1.3851 +[2025-02-27 02:45:36,954 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2129 +[2025-02-27 02:45:36,986 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3563 +[2025-02-27 02:45:37,019 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3188 +[2025-02-27 02:45:37,056 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3991 +[2025-02-27 02:45:37,100 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0202 +[2025-02-27 02:45:37,143 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1303 +[2025-02-27 02:45:37,181 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3245 +[2025-02-27 02:45:37,220 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8819 +[2025-02-27 02:45:37,269 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3558 +[2025-02-27 02:45:37,303 INFO hook.py line 289 943558] Test: [28/78] Loss 1.7956 +[2025-02-27 02:45:37,333 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2570 +[2025-02-27 02:45:37,385 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5571 +[2025-02-27 02:45:37,439 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3961 +[2025-02-27 02:45:37,472 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7265 +[2025-02-27 02:45:37,521 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4357 +[2025-02-27 02:45:37,556 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9808 +[2025-02-27 02:45:37,593 INFO hook.py line 289 943558] Test: [35/78] Loss 0.6080 +[2025-02-27 02:45:37,631 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8912 +[2025-02-27 02:45:37,667 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4955 +[2025-02-27 02:45:37,702 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3306 +[2025-02-27 02:45:37,763 INFO hook.py line 289 943558] Test: [39/78] Loss 2.5418 +[2025-02-27 02:45:37,814 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4689 +[2025-02-27 02:45:37,855 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1609 +[2025-02-27 02:45:37,882 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1506 +[2025-02-27 02:45:37,918 INFO hook.py line 289 943558] Test: [43/78] Loss 0.2009 +[2025-02-27 02:45:37,975 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4963 +[2025-02-27 02:45:38,009 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7217 +[2025-02-27 02:45:38,052 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6366 +[2025-02-27 02:45:38,087 INFO hook.py line 289 943558] Test: [47/78] Loss 1.5520 +[2025-02-27 02:45:38,124 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6898 +[2025-02-27 02:45:38,154 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4916 +[2025-02-27 02:45:38,184 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8489 +[2025-02-27 02:45:38,212 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2775 +[2025-02-27 02:45:38,243 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8247 +[2025-02-27 02:45:38,269 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2864 +[2025-02-27 02:45:38,302 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9746 +[2025-02-27 02:45:38,336 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0935 +[2025-02-27 02:45:38,375 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4525 +[2025-02-27 02:45:38,405 INFO hook.py line 289 943558] Test: [57/78] Loss 0.3903 +[2025-02-27 02:45:38,430 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4029 +[2025-02-27 02:45:38,467 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1609 +[2025-02-27 02:45:38,498 INFO hook.py line 289 943558] Test: [60/78] Loss 0.3203 +[2025-02-27 02:45:38,522 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6219 +[2025-02-27 02:45:38,554 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5278 +[2025-02-27 02:45:38,588 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2570 +[2025-02-27 02:45:38,642 INFO hook.py line 289 943558] Test: [64/78] Loss 1.6918 +[2025-02-27 02:45:38,668 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8489 +[2025-02-27 02:45:38,707 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3714 +[2025-02-27 02:45:38,743 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4173 +[2025-02-27 02:45:38,775 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8290 +[2025-02-27 02:45:38,803 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3418 +[2025-02-27 02:45:38,854 INFO hook.py line 289 943558] Test: [70/78] Loss 0.8408 +[2025-02-27 02:45:38,894 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9868 +[2025-02-27 02:45:38,944 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8064 +[2025-02-27 02:45:38,990 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4805 +[2025-02-27 02:45:39,029 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9791 +[2025-02-27 02:45:39,075 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4933 +[2025-02-27 02:45:39,102 INFO hook.py line 289 943558] Test: [76/78] Loss 0.6589 +[2025-02-27 02:45:39,156 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5207 +[2025-02-27 02:45:39,182 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8875 +[2025-02-27 02:45:40,511 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:45:40,512 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:45:40,512 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:45:40,512 INFO hook.py line 232 943558] wall : 0.8258 0.9287 +[2025-02-27 02:45:40,512 INFO hook.py line 232 943558] floor : 0.9609 0.9826 +[2025-02-27 02:45:40,512 INFO hook.py line 232 943558] cabinet : 0.5435 0.7712 +[2025-02-27 02:45:40,512 INFO hook.py line 232 943558] bed : 0.6901 0.7351 +[2025-02-27 02:45:40,512 INFO hook.py line 232 943558] chair : 0.8642 0.9389 +[2025-02-27 02:45:40,512 INFO hook.py line 232 943558] sofa : 0.7234 0.9234 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] table : 0.6405 0.7482 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] door : 0.5833 0.7517 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] window : 0.5194 0.7134 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] bookshelf : 0.6339 0.7353 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] picture : 0.3117 0.3812 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] counter : 0.5937 0.7755 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] desk : 0.5365 0.7520 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] curtain : 0.5877 0.6985 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] refridgerator : 0.4552 0.4942 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] shower curtain : 0.4197 0.4454 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] toilet : 0.9172 0.9388 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] sink : 0.6085 0.6618 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] bathtub : 0.8925 0.9182 +[2025-02-27 02:45:40,513 INFO hook.py line 232 943558] otherfurniture : 0.3327 0.3927 +[2025-02-27 02:45:40,514 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:45:40,514 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6320/0.7343/0.8659. +[2025-02-27 02:45:40,514 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:45:40,524 INFO misc.py line 164 943558] Currently Best mIoU: 0.6449 +[2025-02-27 02:45:40,525 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:46:04,694 INFO hook.py line 109 943558] Train: [57/100][50/60] Data 0.002 (0.008) Batch 0.212 (0.336) Remain 00:14:29 loss: 0.4594 Lr: 2.57027e-03 +[2025-02-27 02:46:06,771 INFO misc.py line 135 943558] Train result: loss: 0.3547 +[2025-02-27 02:46:06,857 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:46:27,271 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1162 +[2025-02-27 02:46:27,414 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3939 +[2025-02-27 02:46:27,446 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3965 +[2025-02-27 02:46:27,494 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7072 +[2025-02-27 02:46:27,537 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5378 +[2025-02-27 02:46:27,585 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0064 +[2025-02-27 02:46:27,631 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4510 +[2025-02-27 02:46:27,672 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2943 +[2025-02-27 02:46:27,726 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4517 +[2025-02-27 02:46:27,768 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5536 +[2025-02-27 02:46:27,811 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4646 +[2025-02-27 02:46:27,851 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6721 +[2025-02-27 02:46:27,896 INFO hook.py line 289 943558] Test: [13/78] Loss 1.8811 +[2025-02-27 02:46:27,944 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2908 +[2025-02-27 02:46:27,979 INFO hook.py line 289 943558] Test: [15/78] Loss 2.1149 +[2025-02-27 02:46:28,026 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0700 +[2025-02-27 02:46:28,061 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5058 +[2025-02-27 02:46:28,093 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0203 +[2025-02-27 02:46:28,137 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0503 +[2025-02-27 02:46:28,173 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3343 +[2025-02-27 02:46:28,211 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2512 +[2025-02-27 02:46:28,251 INFO hook.py line 289 943558] Test: [22/78] Loss 1.5622 +[2025-02-27 02:46:28,292 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8156 +[2025-02-27 02:46:28,337 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1378 +[2025-02-27 02:46:28,378 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2473 +[2025-02-27 02:46:28,419 INFO hook.py line 289 943558] Test: [26/78] Loss 0.5750 +[2025-02-27 02:46:28,468 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1904 +[2025-02-27 02:46:28,501 INFO hook.py line 289 943558] Test: [28/78] Loss 1.8943 +[2025-02-27 02:46:28,529 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2929 +[2025-02-27 02:46:28,584 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3688 +[2025-02-27 02:46:28,641 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3037 +[2025-02-27 02:46:28,685 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4910 +[2025-02-27 02:46:28,734 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1904 +[2025-02-27 02:46:28,772 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9814 +[2025-02-27 02:46:28,808 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5585 +[2025-02-27 02:46:28,855 INFO hook.py line 289 943558] Test: [36/78] Loss 0.5719 +[2025-02-27 02:46:28,905 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3610 +[2025-02-27 02:46:28,944 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4011 +[2025-02-27 02:46:29,003 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1408 +[2025-02-27 02:46:29,046 INFO hook.py line 289 943558] Test: [40/78] Loss 1.8704 +[2025-02-27 02:46:29,090 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2296 +[2025-02-27 02:46:29,123 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1624 +[2025-02-27 02:46:29,164 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1415 +[2025-02-27 02:46:29,218 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6178 +[2025-02-27 02:46:29,261 INFO hook.py line 289 943558] Test: [45/78] Loss 0.4949 +[2025-02-27 02:46:29,309 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7521 +[2025-02-27 02:46:29,348 INFO hook.py line 289 943558] Test: [47/78] Loss 2.7338 +[2025-02-27 02:46:29,380 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5763 +[2025-02-27 02:46:29,418 INFO hook.py line 289 943558] Test: [49/78] Loss 1.0254 +[2025-02-27 02:46:29,455 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9549 +[2025-02-27 02:46:29,483 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4625 +[2025-02-27 02:46:29,515 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7680 +[2025-02-27 02:46:29,540 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3443 +[2025-02-27 02:46:29,573 INFO hook.py line 289 943558] Test: [54/78] Loss 2.4254 +[2025-02-27 02:46:29,607 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1395 +[2025-02-27 02:46:29,645 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2337 +[2025-02-27 02:46:29,676 INFO hook.py line 289 943558] Test: [57/78] Loss 0.3898 +[2025-02-27 02:46:29,702 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3773 +[2025-02-27 02:46:29,738 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8642 +[2025-02-27 02:46:29,771 INFO hook.py line 289 943558] Test: [60/78] Loss 0.3023 +[2025-02-27 02:46:29,796 INFO hook.py line 289 943558] Test: [61/78] Loss 2.1229 +[2025-02-27 02:46:29,830 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5340 +[2025-02-27 02:46:29,864 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2961 +[2025-02-27 02:46:29,917 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1785 +[2025-02-27 02:46:29,948 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9750 +[2025-02-27 02:46:29,991 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3345 +[2025-02-27 02:46:30,028 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3430 +[2025-02-27 02:46:30,064 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8789 +[2025-02-27 02:46:30,098 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3375 +[2025-02-27 02:46:30,151 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0939 +[2025-02-27 02:46:30,191 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9142 +[2025-02-27 02:46:30,241 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7108 +[2025-02-27 02:46:30,288 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3782 +[2025-02-27 02:46:30,328 INFO hook.py line 289 943558] Test: [74/78] Loss 2.5131 +[2025-02-27 02:46:30,375 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5842 +[2025-02-27 02:46:30,404 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9219 +[2025-02-27 02:46:30,457 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3929 +[2025-02-27 02:46:30,483 INFO hook.py line 289 943558] Test: [78/78] Loss 1.0387 +[2025-02-27 02:46:31,950 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:46:31,950 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:46:31,950 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:46:31,950 INFO hook.py line 232 943558] wall : 0.8235 0.9456 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] floor : 0.9597 0.9842 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] cabinet : 0.5316 0.7377 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] bed : 0.7143 0.8181 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] chair : 0.8519 0.9490 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] sofa : 0.7576 0.9183 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] table : 0.6402 0.6773 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] door : 0.5790 0.6560 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] window : 0.5525 0.7119 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] bookshelf : 0.6655 0.7666 +[2025-02-27 02:46:31,951 INFO hook.py line 232 943558] picture : 0.3256 0.4607 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] counter : 0.5807 0.6978 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] desk : 0.5788 0.8357 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] curtain : 0.5778 0.6980 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] refridgerator : 0.4201 0.4904 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] shower curtain : 0.5174 0.5800 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] toilet : 0.8706 0.9521 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] sink : 0.6286 0.7119 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] bathtub : 0.8693 0.9321 +[2025-02-27 02:46:31,952 INFO hook.py line 232 943558] otherfurniture : 0.3065 0.3628 +[2025-02-27 02:46:31,952 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:46:31,952 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6376/0.7443/0.8678. +[2025-02-27 02:46:31,953 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:46:31,966 INFO misc.py line 164 943558] Currently Best mIoU: 0.6449 +[2025-02-27 02:46:31,966 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:46:55,880 INFO hook.py line 109 943558] Train: [58/100][50/60] Data 0.001 (0.006) Batch 0.221 (0.321) Remain 00:13:30 loss: 0.2271 Lr: 2.47235e-03 +[2025-02-27 02:46:57,995 INFO misc.py line 135 943558] Train result: loss: 0.3539 +[2025-02-27 02:46:58,096 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:47:17,921 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1176 +[2025-02-27 02:47:18,743 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3104 +[2025-02-27 02:47:18,782 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3137 +[2025-02-27 02:47:18,831 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5755 +[2025-02-27 02:47:18,864 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4826 +[2025-02-27 02:47:18,923 INFO hook.py line 289 943558] Test: [6/78] Loss 2.4089 +[2025-02-27 02:47:18,970 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5595 +[2025-02-27 02:47:18,996 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2503 +[2025-02-27 02:47:19,038 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4644 +[2025-02-27 02:47:19,077 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4909 +[2025-02-27 02:47:19,131 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3847 +[2025-02-27 02:47:19,172 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5977 +[2025-02-27 02:47:19,222 INFO hook.py line 289 943558] Test: [13/78] Loss 2.2166 +[2025-02-27 02:47:19,271 INFO hook.py line 289 943558] Test: [14/78] Loss 1.4357 +[2025-02-27 02:47:19,306 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7200 +[2025-02-27 02:47:19,354 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0651 +[2025-02-27 02:47:19,395 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5054 +[2025-02-27 02:47:19,432 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7546 +[2025-02-27 02:47:19,474 INFO hook.py line 289 943558] Test: [19/78] Loss 1.3043 +[2025-02-27 02:47:19,506 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2448 +[2025-02-27 02:47:19,539 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2828 +[2025-02-27 02:47:19,578 INFO hook.py line 289 943558] Test: [22/78] Loss 1.7149 +[2025-02-27 02:47:19,605 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7218 +[2025-02-27 02:47:19,652 INFO hook.py line 289 943558] Test: [24/78] Loss 1.1746 +[2025-02-27 02:47:19,691 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2819 +[2025-02-27 02:47:19,732 INFO hook.py line 289 943558] Test: [26/78] Loss 0.5351 +[2025-02-27 02:47:19,783 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5709 +[2025-02-27 02:47:19,828 INFO hook.py line 289 943558] Test: [28/78] Loss 1.9063 +[2025-02-27 02:47:19,865 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2311 +[2025-02-27 02:47:19,916 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3320 +[2025-02-27 02:47:19,969 INFO hook.py line 289 943558] Test: [31/78] Loss 0.2815 +[2025-02-27 02:47:20,012 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7829 +[2025-02-27 02:47:20,063 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2294 +[2025-02-27 02:47:20,102 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9599 +[2025-02-27 02:47:20,137 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3054 +[2025-02-27 02:47:20,176 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9038 +[2025-02-27 02:47:20,212 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3570 +[2025-02-27 02:47:20,250 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3409 +[2025-02-27 02:47:20,309 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3039 +[2025-02-27 02:47:20,354 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6390 +[2025-02-27 02:47:20,396 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9598 +[2025-02-27 02:47:20,425 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2515 +[2025-02-27 02:47:20,460 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1262 +[2025-02-27 02:47:20,515 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4713 +[2025-02-27 02:47:20,551 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7461 +[2025-02-27 02:47:20,602 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6414 +[2025-02-27 02:47:20,645 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9961 +[2025-02-27 02:47:20,676 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6425 +[2025-02-27 02:47:20,706 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4819 +[2025-02-27 02:47:20,736 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8943 +[2025-02-27 02:47:20,763 INFO hook.py line 289 943558] Test: [51/78] Loss 1.0349 +[2025-02-27 02:47:20,794 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6814 +[2025-02-27 02:47:20,819 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2812 +[2025-02-27 02:47:20,851 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1840 +[2025-02-27 02:47:20,885 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1055 +[2025-02-27 02:47:20,923 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2162 +[2025-02-27 02:47:20,953 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4411 +[2025-02-27 02:47:20,979 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4009 +[2025-02-27 02:47:21,016 INFO hook.py line 289 943558] Test: [59/78] Loss 0.7855 +[2025-02-27 02:47:21,053 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5062 +[2025-02-27 02:47:21,076 INFO hook.py line 289 943558] Test: [61/78] Loss 1.9444 +[2025-02-27 02:47:21,108 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5099 +[2025-02-27 02:47:21,142 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3456 +[2025-02-27 02:47:21,194 INFO hook.py line 289 943558] Test: [64/78] Loss 1.4480 +[2025-02-27 02:47:21,221 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8654 +[2025-02-27 02:47:21,258 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4273 +[2025-02-27 02:47:21,295 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3760 +[2025-02-27 02:47:21,327 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7154 +[2025-02-27 02:47:21,354 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3474 +[2025-02-27 02:47:21,406 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2331 +[2025-02-27 02:47:21,445 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1199 +[2025-02-27 02:47:21,494 INFO hook.py line 289 943558] Test: [72/78] Loss 0.6729 +[2025-02-27 02:47:21,541 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3328 +[2025-02-27 02:47:21,580 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2561 +[2025-02-27 02:47:21,626 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5488 +[2025-02-27 02:47:21,653 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7237 +[2025-02-27 02:47:21,706 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2870 +[2025-02-27 02:47:21,730 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9573 +[2025-02-27 02:47:23,282 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:47:23,283 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:47:23,283 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] wall : 0.8221 0.9416 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] floor : 0.9586 0.9854 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] cabinet : 0.5417 0.7045 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] bed : 0.7559 0.8232 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] chair : 0.8662 0.9097 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] sofa : 0.7422 0.9311 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] table : 0.6507 0.7440 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] door : 0.5881 0.6959 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] window : 0.5261 0.7575 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] bookshelf : 0.6689 0.7565 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] picture : 0.3305 0.4234 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] counter : 0.5669 0.7757 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] desk : 0.5690 0.7928 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] curtain : 0.5699 0.7123 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] refridgerator : 0.3947 0.4004 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] shower curtain : 0.4698 0.5149 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] toilet : 0.9224 0.9692 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] sink : 0.6257 0.7160 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] bathtub : 0.8741 0.9179 +[2025-02-27 02:47:23,283 INFO hook.py line 232 943558] otherfurniture : 0.3294 0.3883 +[2025-02-27 02:47:23,283 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:47:23,284 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6386/0.7430/0.8685. +[2025-02-27 02:47:23,284 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:47:23,296 INFO misc.py line 164 943558] Currently Best mIoU: 0.6449 +[2025-02-27 02:47:23,296 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:47:46,088 INFO hook.py line 109 943558] Train: [59/100][50/60] Data 0.003 (0.009) Batch 0.234 (0.326) Remain 00:13:24 loss: 0.2328 Lr: 2.37501e-03 +[2025-02-27 02:47:48,238 INFO misc.py line 135 943558] Train result: loss: 0.3372 +[2025-02-27 02:47:48,328 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:48:06,877 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1284 +[2025-02-27 02:48:06,917 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3805 +[2025-02-27 02:48:06,952 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3525 +[2025-02-27 02:48:07,393 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6601 +[2025-02-27 02:48:07,424 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4034 +[2025-02-27 02:48:07,471 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5029 +[2025-02-27 02:48:07,517 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7424 +[2025-02-27 02:48:07,554 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2571 +[2025-02-27 02:48:07,594 INFO hook.py line 289 943558] Test: [9/78] Loss 1.5192 +[2025-02-27 02:48:07,629 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3312 +[2025-02-27 02:48:07,672 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4424 +[2025-02-27 02:48:07,706 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4727 +[2025-02-27 02:48:07,750 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4606 +[2025-02-27 02:48:07,786 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8892 +[2025-02-27 02:48:07,820 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0747 +[2025-02-27 02:48:07,863 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1087 +[2025-02-27 02:48:07,898 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5724 +[2025-02-27 02:48:07,931 INFO hook.py line 289 943558] Test: [18/78] Loss 0.5549 +[2025-02-27 02:48:07,974 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0507 +[2025-02-27 02:48:08,004 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2043 +[2025-02-27 02:48:08,046 INFO hook.py line 289 943558] Test: [21/78] Loss 0.3146 +[2025-02-27 02:48:08,081 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4569 +[2025-02-27 02:48:08,107 INFO hook.py line 289 943558] Test: [23/78] Loss 1.1204 +[2025-02-27 02:48:08,150 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2032 +[2025-02-27 02:48:08,190 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2225 +[2025-02-27 02:48:08,227 INFO hook.py line 289 943558] Test: [26/78] Loss 0.5751 +[2025-02-27 02:48:08,275 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2702 +[2025-02-27 02:48:08,307 INFO hook.py line 289 943558] Test: [28/78] Loss 1.4018 +[2025-02-27 02:48:08,337 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2726 +[2025-02-27 02:48:08,387 INFO hook.py line 289 943558] Test: [30/78] Loss 0.2898 +[2025-02-27 02:48:08,439 INFO hook.py line 289 943558] Test: [31/78] Loss 0.2888 +[2025-02-27 02:48:08,473 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5022 +[2025-02-27 02:48:08,521 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1971 +[2025-02-27 02:48:08,557 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9299 +[2025-02-27 02:48:08,591 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3929 +[2025-02-27 02:48:08,627 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1760 +[2025-02-27 02:48:08,671 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3167 +[2025-02-27 02:48:08,700 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3001 +[2025-02-27 02:48:08,763 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3343 +[2025-02-27 02:48:08,806 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6303 +[2025-02-27 02:48:08,846 INFO hook.py line 289 943558] Test: [41/78] Loss 0.9903 +[2025-02-27 02:48:08,871 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1381 +[2025-02-27 02:48:08,909 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1319 +[2025-02-27 02:48:08,960 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4315 +[2025-02-27 02:48:08,993 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7933 +[2025-02-27 02:48:09,041 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7248 +[2025-02-27 02:48:09,075 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9469 +[2025-02-27 02:48:09,104 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5885 +[2025-02-27 02:48:09,132 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1739 +[2025-02-27 02:48:09,160 INFO hook.py line 289 943558] Test: [50/78] Loss 0.9167 +[2025-02-27 02:48:09,185 INFO hook.py line 289 943558] Test: [51/78] Loss 0.7708 +[2025-02-27 02:48:09,214 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7471 +[2025-02-27 02:48:09,236 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2738 +[2025-02-27 02:48:09,266 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1594 +[2025-02-27 02:48:09,299 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0461 +[2025-02-27 02:48:09,334 INFO hook.py line 289 943558] Test: [56/78] Loss 0.1784 +[2025-02-27 02:48:09,363 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6330 +[2025-02-27 02:48:09,387 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4034 +[2025-02-27 02:48:09,421 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0825 +[2025-02-27 02:48:09,450 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7979 +[2025-02-27 02:48:09,472 INFO hook.py line 289 943558] Test: [61/78] Loss 1.6340 +[2025-02-27 02:48:09,502 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4534 +[2025-02-27 02:48:09,533 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3781 +[2025-02-27 02:48:09,585 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2179 +[2025-02-27 02:48:09,610 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9715 +[2025-02-27 02:48:09,647 INFO hook.py line 289 943558] Test: [66/78] Loss 0.7234 +[2025-02-27 02:48:09,681 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3279 +[2025-02-27 02:48:09,710 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8388 +[2025-02-27 02:48:09,736 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3237 +[2025-02-27 02:48:09,786 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2110 +[2025-02-27 02:48:09,824 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9920 +[2025-02-27 02:48:09,871 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5142 +[2025-02-27 02:48:09,916 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4384 +[2025-02-27 02:48:09,953 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1741 +[2025-02-27 02:48:09,997 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3932 +[2025-02-27 02:48:10,023 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8617 +[2025-02-27 02:48:10,075 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3469 +[2025-02-27 02:48:10,101 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5556 +[2025-02-27 02:48:11,313 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:48:11,313 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:48:11,313 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:48:11,314 INFO hook.py line 232 943558] wall : 0.8214 0.9577 +[2025-02-27 02:48:11,314 INFO hook.py line 232 943558] floor : 0.9582 0.9849 +[2025-02-27 02:48:11,314 INFO hook.py line 232 943558] cabinet : 0.5519 0.7105 +[2025-02-27 02:48:11,314 INFO hook.py line 232 943558] bed : 0.7315 0.8069 +[2025-02-27 02:48:11,314 INFO hook.py line 232 943558] chair : 0.8800 0.9313 +[2025-02-27 02:48:11,314 INFO hook.py line 232 943558] sofa : 0.7661 0.8977 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] table : 0.6714 0.8238 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] door : 0.5812 0.6662 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] window : 0.5530 0.6880 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] bookshelf : 0.7020 0.8372 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] picture : 0.3069 0.3814 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] counter : 0.6078 0.7650 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] desk : 0.5212 0.6748 +[2025-02-27 02:48:11,315 INFO hook.py line 232 943558] curtain : 0.6179 0.7578 +[2025-02-27 02:48:11,316 INFO hook.py line 232 943558] refridgerator : 0.3778 0.3805 +[2025-02-27 02:48:11,316 INFO hook.py line 232 943558] shower curtain : 0.5668 0.6460 +[2025-02-27 02:48:11,316 INFO hook.py line 232 943558] toilet : 0.9150 0.9714 +[2025-02-27 02:48:11,316 INFO hook.py line 232 943558] sink : 0.6336 0.7118 +[2025-02-27 02:48:11,316 INFO hook.py line 232 943558] bathtub : 0.8934 0.9190 +[2025-02-27 02:48:11,316 INFO hook.py line 232 943558] otherfurniture : 0.2995 0.3322 +[2025-02-27 02:48:11,316 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:48:11,317 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6478/0.7422/0.8724. +[2025-02-27 02:48:11,317 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:48:11,330 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6478 +[2025-02-27 02:48:11,331 INFO misc.py line 164 943558] Currently Best mIoU: 0.6478 +[2025-02-27 02:48:11,331 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:48:34,040 INFO hook.py line 109 943558] Train: [60/100][50/60] Data 0.002 (0.005) Batch 0.336 (0.346) Remain 00:13:53 loss: 0.4167 Lr: 2.27835e-03 +[2025-02-27 02:48:36,908 INFO misc.py line 135 943558] Train result: loss: 0.3187 +[2025-02-27 02:48:37,012 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:48:56,644 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1041 +[2025-02-27 02:48:56,699 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4406 +[2025-02-27 02:48:56,758 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2651 +[2025-02-27 02:48:56,824 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5720 +[2025-02-27 02:48:56,872 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4823 +[2025-02-27 02:48:56,935 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0579 +[2025-02-27 02:48:57,000 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7732 +[2025-02-27 02:48:57,063 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2279 +[2025-02-27 02:48:57,400 INFO hook.py line 289 943558] Test: [9/78] Loss 1.4402 +[2025-02-27 02:49:05,255 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4271 +[2025-02-27 02:49:06,168 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6119 +[2025-02-27 02:49:06,510 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4479 +[2025-02-27 02:49:06,556 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4726 +[2025-02-27 02:49:06,602 INFO hook.py line 289 943558] Test: [14/78] Loss 1.8705 +[2025-02-27 02:49:06,645 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0372 +[2025-02-27 02:49:06,687 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1019 +[2025-02-27 02:49:06,723 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5280 +[2025-02-27 02:49:06,759 INFO hook.py line 289 943558] Test: [18/78] Loss 0.5595 +[2025-02-27 02:49:06,804 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1007 +[2025-02-27 02:49:06,837 INFO hook.py line 289 943558] Test: [20/78] Loss 1.1903 +[2025-02-27 02:49:06,872 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2815 +[2025-02-27 02:49:06,915 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3910 +[2025-02-27 02:49:06,943 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7412 +[2025-02-27 02:49:06,986 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2681 +[2025-02-27 02:49:07,026 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1042 +[2025-02-27 02:49:07,079 INFO hook.py line 289 943558] Test: [26/78] Loss 0.6782 +[2025-02-27 02:49:07,127 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2353 +[2025-02-27 02:49:07,161 INFO hook.py line 289 943558] Test: [28/78] Loss 1.4240 +[2025-02-27 02:49:07,192 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2738 +[2025-02-27 02:49:07,247 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3501 +[2025-02-27 02:49:07,300 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3830 +[2025-02-27 02:49:07,332 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4655 +[2025-02-27 02:49:07,381 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2081 +[2025-02-27 02:49:07,421 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1518 +[2025-02-27 02:49:07,456 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5412 +[2025-02-27 02:49:07,494 INFO hook.py line 289 943558] Test: [36/78] Loss 1.5592 +[2025-02-27 02:49:07,537 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4208 +[2025-02-27 02:49:07,566 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3797 +[2025-02-27 02:49:07,625 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7300 +[2025-02-27 02:49:07,670 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4330 +[2025-02-27 02:49:07,714 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1119 +[2025-02-27 02:49:07,742 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1432 +[2025-02-27 02:49:07,788 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1320 +[2025-02-27 02:49:07,843 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5339 +[2025-02-27 02:49:07,884 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6862 +[2025-02-27 02:49:07,939 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6787 +[2025-02-27 02:49:07,976 INFO hook.py line 289 943558] Test: [47/78] Loss 2.2392 +[2025-02-27 02:49:08,009 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6469 +[2025-02-27 02:49:08,041 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4115 +[2025-02-27 02:49:08,072 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7796 +[2025-02-27 02:49:08,099 INFO hook.py line 289 943558] Test: [51/78] Loss 0.9831 +[2025-02-27 02:49:08,131 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7167 +[2025-02-27 02:49:08,155 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2578 +[2025-02-27 02:49:08,191 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1389 +[2025-02-27 02:49:08,227 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0355 +[2025-02-27 02:49:08,271 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2047 +[2025-02-27 02:49:08,303 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5149 +[2025-02-27 02:49:08,329 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3386 +[2025-02-27 02:49:08,365 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8841 +[2025-02-27 02:49:08,397 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7980 +[2025-02-27 02:49:08,421 INFO hook.py line 289 943558] Test: [61/78] Loss 2.1024 +[2025-02-27 02:49:08,454 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4660 +[2025-02-27 02:49:08,488 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4768 +[2025-02-27 02:49:08,541 INFO hook.py line 289 943558] Test: [64/78] Loss 1.2331 +[2025-02-27 02:49:08,568 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0993 +[2025-02-27 02:49:08,608 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5332 +[2025-02-27 02:49:08,644 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3041 +[2025-02-27 02:49:08,677 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7874 +[2025-02-27 02:49:08,707 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3020 +[2025-02-27 02:49:08,760 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0816 +[2025-02-27 02:49:08,800 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7685 +[2025-02-27 02:49:08,849 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5319 +[2025-02-27 02:49:08,896 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3619 +[2025-02-27 02:49:08,935 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2193 +[2025-02-27 02:49:08,982 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4721 +[2025-02-27 02:49:09,010 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9200 +[2025-02-27 02:49:09,063 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3466 +[2025-02-27 02:49:09,088 INFO hook.py line 289 943558] Test: [78/78] Loss 0.3842 +[2025-02-27 02:49:10,981 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:49:10,982 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:49:10,982 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] wall : 0.8242 0.9517 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] floor : 0.9606 0.9832 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] cabinet : 0.5502 0.7132 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] bed : 0.7526 0.8200 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] chair : 0.8910 0.9417 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] sofa : 0.7954 0.8816 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] table : 0.6591 0.8001 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] door : 0.6074 0.7088 +[2025-02-27 02:49:10,982 INFO hook.py line 232 943558] window : 0.5279 0.6487 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] bookshelf : 0.6952 0.8177 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] picture : 0.3203 0.4286 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] counter : 0.5983 0.7273 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] desk : 0.4888 0.7586 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] curtain : 0.6076 0.7768 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] refridgerator : 0.3996 0.4027 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] shower curtain : 0.5045 0.5456 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] toilet : 0.9298 0.9653 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] sink : 0.6203 0.6877 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] bathtub : 0.9012 0.9243 +[2025-02-27 02:49:10,983 INFO hook.py line 232 943558] otherfurniture : 0.3120 0.3543 +[2025-02-27 02:49:10,983 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:49:10,983 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6473/0.7419/0.8725. +[2025-02-27 02:49:10,986 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:49:11,003 INFO misc.py line 164 943558] Currently Best mIoU: 0.6478 +[2025-02-27 02:49:11,004 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:49:35,075 INFO hook.py line 109 943558] Train: [61/100][50/60] Data 0.001 (0.005) Batch 0.234 (0.313) Remain 00:12:14 loss: 0.5057 Lr: 2.18248e-03 +[2025-02-27 02:49:37,288 INFO misc.py line 135 943558] Train result: loss: 0.3296 +[2025-02-27 02:49:37,376 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:49:57,152 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0877 +[2025-02-27 02:49:57,207 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4519 +[2025-02-27 02:49:58,293 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4280 +[2025-02-27 02:49:58,338 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7308 +[2025-02-27 02:49:58,385 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5900 +[2025-02-27 02:49:58,433 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0441 +[2025-02-27 02:49:58,485 INFO hook.py line 289 943558] Test: [7/78] Loss 0.9408 +[2025-02-27 02:49:58,519 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2414 +[2025-02-27 02:49:58,563 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2561 +[2025-02-27 02:49:58,605 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5979 +[2025-02-27 02:49:58,657 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4875 +[2025-02-27 02:49:58,701 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7003 +[2025-02-27 02:49:58,754 INFO hook.py line 289 943558] Test: [13/78] Loss 1.5232 +[2025-02-27 02:49:58,796 INFO hook.py line 289 943558] Test: [14/78] Loss 1.5541 +[2025-02-27 02:49:58,831 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7471 +[2025-02-27 02:49:58,876 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0916 +[2025-02-27 02:49:58,911 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4537 +[2025-02-27 02:49:58,960 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6060 +[2025-02-27 02:49:59,006 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0590 +[2025-02-27 02:49:59,051 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3622 +[2025-02-27 02:49:59,087 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2362 +[2025-02-27 02:49:59,123 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3127 +[2025-02-27 02:49:59,162 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0074 +[2025-02-27 02:49:59,217 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0507 +[2025-02-27 02:49:59,258 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3837 +[2025-02-27 02:49:59,297 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7832 +[2025-02-27 02:49:59,346 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5321 +[2025-02-27 02:49:59,384 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3788 +[2025-02-27 02:49:59,422 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2720 +[2025-02-27 02:49:59,475 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4716 +[2025-02-27 02:49:59,529 INFO hook.py line 289 943558] Test: [31/78] Loss 0.2780 +[2025-02-27 02:49:59,562 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5535 +[2025-02-27 02:49:59,612 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2226 +[2025-02-27 02:49:59,658 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1055 +[2025-02-27 02:49:59,694 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3191 +[2025-02-27 02:49:59,733 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8709 +[2025-02-27 02:49:59,770 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3527 +[2025-02-27 02:49:59,797 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4146 +[2025-02-27 02:49:59,859 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9970 +[2025-02-27 02:49:59,901 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6164 +[2025-02-27 02:49:59,943 INFO hook.py line 289 943558] Test: [41/78] Loss 1.0769 +[2025-02-27 02:49:59,971 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1330 +[2025-02-27 02:50:00,006 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1322 +[2025-02-27 02:50:00,060 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5498 +[2025-02-27 02:50:00,095 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7406 +[2025-02-27 02:50:00,142 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7384 +[2025-02-27 02:50:00,179 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0870 +[2025-02-27 02:50:00,211 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6876 +[2025-02-27 02:50:00,242 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5917 +[2025-02-27 02:50:00,273 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8131 +[2025-02-27 02:50:00,300 INFO hook.py line 289 943558] Test: [51/78] Loss 1.7454 +[2025-02-27 02:50:00,331 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7844 +[2025-02-27 02:50:00,356 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2547 +[2025-02-27 02:50:00,389 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1008 +[2025-02-27 02:50:00,425 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0348 +[2025-02-27 02:50:00,464 INFO hook.py line 289 943558] Test: [56/78] Loss 0.1884 +[2025-02-27 02:50:00,495 INFO hook.py line 289 943558] Test: [57/78] Loss 0.7493 +[2025-02-27 02:50:00,521 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3957 +[2025-02-27 02:50:00,558 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9362 +[2025-02-27 02:50:00,590 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4793 +[2025-02-27 02:50:00,614 INFO hook.py line 289 943558] Test: [61/78] Loss 3.2906 +[2025-02-27 02:50:00,647 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4518 +[2025-02-27 02:50:00,687 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2738 +[2025-02-27 02:50:00,740 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0276 +[2025-02-27 02:50:00,769 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0426 +[2025-02-27 02:50:00,808 INFO hook.py line 289 943558] Test: [66/78] Loss 0.8775 +[2025-02-27 02:50:00,844 INFO hook.py line 289 943558] Test: [67/78] Loss 0.6103 +[2025-02-27 02:50:00,876 INFO hook.py line 289 943558] Test: [68/78] Loss 0.7871 +[2025-02-27 02:50:00,906 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3402 +[2025-02-27 02:50:00,959 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1136 +[2025-02-27 02:50:00,999 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8702 +[2025-02-27 02:50:01,048 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3772 +[2025-02-27 02:50:01,095 INFO hook.py line 289 943558] Test: [73/78] Loss 0.6468 +[2025-02-27 02:50:01,135 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2940 +[2025-02-27 02:50:01,181 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4382 +[2025-02-27 02:50:01,208 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8538 +[2025-02-27 02:50:01,261 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3538 +[2025-02-27 02:50:01,286 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9344 +[2025-02-27 02:50:02,731 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:50:02,732 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:50:02,732 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] wall : 0.8166 0.9415 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] floor : 0.9598 0.9846 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] cabinet : 0.5471 0.6896 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] bed : 0.7455 0.8341 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] chair : 0.8610 0.9305 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] sofa : 0.7653 0.8882 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] table : 0.6549 0.7690 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] door : 0.5905 0.6808 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] window : 0.5277 0.6968 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] bookshelf : 0.6437 0.8228 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] picture : 0.2882 0.4259 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] counter : 0.5731 0.7108 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] desk : 0.5244 0.7059 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] curtain : 0.5551 0.5830 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] refridgerator : 0.4118 0.4256 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] shower curtain : 0.6649 0.7531 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] toilet : 0.9076 0.9521 +[2025-02-27 02:50:02,732 INFO hook.py line 232 943558] sink : 0.6408 0.7259 +[2025-02-27 02:50:02,733 INFO hook.py line 232 943558] bathtub : 0.8882 0.9205 +[2025-02-27 02:50:02,733 INFO hook.py line 232 943558] otherfurniture : 0.3339 0.4182 +[2025-02-27 02:50:02,733 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:50:02,733 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6450/0.7429/0.8672. +[2025-02-27 02:50:02,733 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:50:02,743 INFO misc.py line 164 943558] Currently Best mIoU: 0.6478 +[2025-02-27 02:50:02,744 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:50:26,372 INFO hook.py line 109 943558] Train: [62/100][50/60] Data 0.001 (0.005) Batch 0.195 (0.307) Remain 00:11:43 loss: 0.2648 Lr: 2.08750e-03 +[2025-02-27 02:50:28,481 INFO misc.py line 135 943558] Train result: loss: 0.3331 +[2025-02-27 02:50:28,563 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:50:48,742 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1107 +[2025-02-27 02:50:48,784 INFO hook.py line 289 943558] Test: [2/78] Loss 0.5589 +[2025-02-27 02:50:49,323 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4156 +[2025-02-27 02:50:49,376 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6429 +[2025-02-27 02:50:49,414 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4513 +[2025-02-27 02:50:49,464 INFO hook.py line 289 943558] Test: [6/78] Loss 2.7228 +[2025-02-27 02:50:49,513 INFO hook.py line 289 943558] Test: [7/78] Loss 1.0492 +[2025-02-27 02:50:49,552 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2395 +[2025-02-27 02:50:49,602 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3106 +[2025-02-27 02:50:49,645 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6645 +[2025-02-27 02:50:49,700 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4700 +[2025-02-27 02:50:49,748 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6626 +[2025-02-27 02:50:49,793 INFO hook.py line 289 943558] Test: [13/78] Loss 0.7412 +[2025-02-27 02:50:49,838 INFO hook.py line 289 943558] Test: [14/78] Loss 1.6464 +[2025-02-27 02:50:49,875 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0821 +[2025-02-27 02:50:49,919 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1042 +[2025-02-27 02:50:49,962 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6058 +[2025-02-27 02:50:50,001 INFO hook.py line 289 943558] Test: [18/78] Loss 1.0024 +[2025-02-27 02:50:50,051 INFO hook.py line 289 943558] Test: [19/78] Loss 1.4161 +[2025-02-27 02:50:50,084 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3808 +[2025-02-27 02:50:50,119 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2449 +[2025-02-27 02:50:50,157 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2336 +[2025-02-27 02:50:50,202 INFO hook.py line 289 943558] Test: [23/78] Loss 1.1597 +[2025-02-27 02:50:50,254 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4329 +[2025-02-27 02:50:50,296 INFO hook.py line 289 943558] Test: [25/78] Loss 0.7871 +[2025-02-27 02:50:50,338 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0568 +[2025-02-27 02:50:50,387 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4873 +[2025-02-27 02:50:50,420 INFO hook.py line 289 943558] Test: [28/78] Loss 2.6497 +[2025-02-27 02:50:50,460 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2463 +[2025-02-27 02:50:50,510 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5817 +[2025-02-27 02:50:50,564 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3855 +[2025-02-27 02:50:50,596 INFO hook.py line 289 943558] Test: [32/78] Loss 1.2078 +[2025-02-27 02:50:50,646 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2246 +[2025-02-27 02:50:50,695 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0138 +[2025-02-27 02:50:50,736 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4654 +[2025-02-27 02:50:50,782 INFO hook.py line 289 943558] Test: [36/78] Loss 1.3530 +[2025-02-27 02:50:50,825 INFO hook.py line 289 943558] Test: [37/78] Loss 0.7592 +[2025-02-27 02:50:50,865 INFO hook.py line 289 943558] Test: [38/78] Loss 0.4253 +[2025-02-27 02:50:50,932 INFO hook.py line 289 943558] Test: [39/78] Loss 1.8934 +[2025-02-27 02:50:50,975 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6230 +[2025-02-27 02:50:51,019 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1781 +[2025-02-27 02:50:51,044 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1707 +[2025-02-27 02:50:51,078 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1438 +[2025-02-27 02:50:51,133 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5590 +[2025-02-27 02:50:51,174 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7607 +[2025-02-27 02:50:51,222 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6914 +[2025-02-27 02:50:51,258 INFO hook.py line 289 943558] Test: [47/78] Loss 1.8884 +[2025-02-27 02:50:51,289 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5694 +[2025-02-27 02:50:51,320 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4990 +[2025-02-27 02:50:51,351 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7794 +[2025-02-27 02:50:51,379 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2545 +[2025-02-27 02:50:51,411 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8627 +[2025-02-27 02:50:51,437 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3518 +[2025-02-27 02:50:51,472 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1744 +[2025-02-27 02:50:51,508 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0480 +[2025-02-27 02:50:51,547 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2442 +[2025-02-27 02:50:51,578 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5422 +[2025-02-27 02:50:51,603 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3178 +[2025-02-27 02:50:51,640 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9958 +[2025-02-27 02:50:51,672 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9355 +[2025-02-27 02:50:51,695 INFO hook.py line 289 943558] Test: [61/78] Loss 3.4422 +[2025-02-27 02:50:51,728 INFO hook.py line 289 943558] Test: [62/78] Loss 0.8143 +[2025-02-27 02:50:51,762 INFO hook.py line 289 943558] Test: [63/78] Loss 1.7062 +[2025-02-27 02:50:51,814 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0947 +[2025-02-27 02:50:51,841 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1437 +[2025-02-27 02:50:51,879 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4896 +[2025-02-27 02:50:51,916 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3310 +[2025-02-27 02:50:51,947 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6873 +[2025-02-27 02:50:51,976 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3191 +[2025-02-27 02:50:52,029 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0291 +[2025-02-27 02:50:52,069 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7800 +[2025-02-27 02:50:52,118 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3103 +[2025-02-27 02:50:52,165 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3778 +[2025-02-27 02:50:52,205 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1763 +[2025-02-27 02:50:52,251 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3313 +[2025-02-27 02:50:52,278 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9440 +[2025-02-27 02:50:52,331 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4345 +[2025-02-27 02:50:52,355 INFO hook.py line 289 943558] Test: [78/78] Loss 0.4653 +[2025-02-27 02:50:53,747 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:50:53,748 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:50:53,748 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:50:53,748 INFO hook.py line 232 943558] wall : 0.8288 0.9426 +[2025-02-27 02:50:53,748 INFO hook.py line 232 943558] floor : 0.9604 0.9834 +[2025-02-27 02:50:53,748 INFO hook.py line 232 943558] cabinet : 0.4967 0.7151 +[2025-02-27 02:50:53,748 INFO hook.py line 232 943558] bed : 0.7432 0.8001 +[2025-02-27 02:50:53,748 INFO hook.py line 232 943558] chair : 0.8759 0.9282 +[2025-02-27 02:50:53,748 INFO hook.py line 232 943558] sofa : 0.7541 0.8661 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] table : 0.6170 0.8430 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] door : 0.5813 0.6896 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] window : 0.5291 0.6587 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] bookshelf : 0.6245 0.7689 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] picture : 0.3257 0.4290 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] counter : 0.5424 0.7470 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] desk : 0.4932 0.6172 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] curtain : 0.5904 0.6711 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] refridgerator : 0.4193 0.4945 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] shower curtain : 0.4883 0.5256 +[2025-02-27 02:50:53,749 INFO hook.py line 232 943558] toilet : 0.8917 0.9282 +[2025-02-27 02:50:53,750 INFO hook.py line 232 943558] sink : 0.6004 0.7810 +[2025-02-27 02:50:53,750 INFO hook.py line 232 943558] bathtub : 0.8909 0.9160 +[2025-02-27 02:50:53,750 INFO hook.py line 232 943558] otherfurniture : 0.3065 0.3667 +[2025-02-27 02:50:53,750 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:50:53,750 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6280/0.7336/0.8647. +[2025-02-27 02:50:53,751 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:50:53,764 INFO misc.py line 164 943558] Currently Best mIoU: 0.6478 +[2025-02-27 02:50:53,764 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:51:17,656 INFO hook.py line 109 943558] Train: [63/100][50/60] Data 0.001 (0.006) Batch 0.222 (0.321) Remain 00:11:55 loss: 0.4828 Lr: 1.99353e-03 +[2025-02-27 02:51:19,755 INFO misc.py line 135 943558] Train result: loss: 0.3389 +[2025-02-27 02:51:19,848 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:51:36,443 INFO hook.py line 289 943558] Test: [1/78] Loss 0.1051 +[2025-02-27 02:51:36,800 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4369 +[2025-02-27 02:51:36,952 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5212 +[2025-02-27 02:51:36,998 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6608 +[2025-02-27 02:51:37,049 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4813 +[2025-02-27 02:51:37,286 INFO hook.py line 289 943558] Test: [6/78] Loss 2.8439 +[2025-02-27 02:51:37,332 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7099 +[2025-02-27 02:51:37,422 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2309 +[2025-02-27 02:51:37,464 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1146 +[2025-02-27 02:51:37,495 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6259 +[2025-02-27 02:51:37,535 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4256 +[2025-02-27 02:51:37,568 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4200 +[2025-02-27 02:51:37,615 INFO hook.py line 289 943558] Test: [13/78] Loss 1.8138 +[2025-02-27 02:51:37,650 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2141 +[2025-02-27 02:51:37,690 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9581 +[2025-02-27 02:51:37,732 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0621 +[2025-02-27 02:51:37,768 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6306 +[2025-02-27 02:51:37,798 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7684 +[2025-02-27 02:51:37,838 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0888 +[2025-02-27 02:51:37,872 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3957 +[2025-02-27 02:51:37,916 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2995 +[2025-02-27 02:51:37,952 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3050 +[2025-02-27 02:51:37,980 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9561 +[2025-02-27 02:51:38,021 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4599 +[2025-02-27 02:51:38,058 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0977 +[2025-02-27 02:51:38,096 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8343 +[2025-02-27 02:51:38,143 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4599 +[2025-02-27 02:51:38,183 INFO hook.py line 289 943558] Test: [28/78] Loss 2.5749 +[2025-02-27 02:51:38,210 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2320 +[2025-02-27 02:51:38,262 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5993 +[2025-02-27 02:51:38,314 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3454 +[2025-02-27 02:51:38,343 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7434 +[2025-02-27 02:51:38,391 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1988 +[2025-02-27 02:51:38,426 INFO hook.py line 289 943558] Test: [34/78] Loss 0.6905 +[2025-02-27 02:51:38,459 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4097 +[2025-02-27 02:51:38,496 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1640 +[2025-02-27 02:51:38,533 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5727 +[2025-02-27 02:51:38,561 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3634 +[2025-02-27 02:51:38,620 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1383 +[2025-02-27 02:51:38,662 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4751 +[2025-02-27 02:51:38,702 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2288 +[2025-02-27 02:51:38,727 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1183 +[2025-02-27 02:51:38,767 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1201 +[2025-02-27 02:51:38,817 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4991 +[2025-02-27 02:51:38,853 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6851 +[2025-02-27 02:51:38,897 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6342 +[2025-02-27 02:51:38,931 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4652 +[2025-02-27 02:51:38,961 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6071 +[2025-02-27 02:51:38,989 INFO hook.py line 289 943558] Test: [49/78] Loss 1.9041 +[2025-02-27 02:51:39,017 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7107 +[2025-02-27 02:51:39,042 INFO hook.py line 289 943558] Test: [51/78] Loss 0.4975 +[2025-02-27 02:51:39,071 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7877 +[2025-02-27 02:51:39,094 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2871 +[2025-02-27 02:51:39,124 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9385 +[2025-02-27 02:51:39,158 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0436 +[2025-02-27 02:51:39,194 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2115 +[2025-02-27 02:51:39,223 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6786 +[2025-02-27 02:51:39,247 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3278 +[2025-02-27 02:51:39,281 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1945 +[2025-02-27 02:51:39,311 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7566 +[2025-02-27 02:51:39,332 INFO hook.py line 289 943558] Test: [61/78] Loss 3.1202 +[2025-02-27 02:51:39,362 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4199 +[2025-02-27 02:51:39,395 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2476 +[2025-02-27 02:51:39,446 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1581 +[2025-02-27 02:51:39,471 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8196 +[2025-02-27 02:51:39,507 INFO hook.py line 289 943558] Test: [66/78] Loss 0.6295 +[2025-02-27 02:51:39,541 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4682 +[2025-02-27 02:51:39,571 INFO hook.py line 289 943558] Test: [68/78] Loss 0.8767 +[2025-02-27 02:51:39,597 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3226 +[2025-02-27 02:51:39,647 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1274 +[2025-02-27 02:51:39,685 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7660 +[2025-02-27 02:51:39,732 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3288 +[2025-02-27 02:51:39,777 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4998 +[2025-02-27 02:51:39,815 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8999 +[2025-02-27 02:51:39,859 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4935 +[2025-02-27 02:51:39,884 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0300 +[2025-02-27 02:51:39,936 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3345 +[2025-02-27 02:51:39,960 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6104 +[2025-02-27 02:51:41,178 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:51:41,178 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:51:41,178 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:51:41,178 INFO hook.py line 232 943558] wall : 0.8063 0.9578 +[2025-02-27 02:51:41,178 INFO hook.py line 232 943558] floor : 0.9570 0.9863 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] cabinet : 0.5439 0.6630 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] bed : 0.7295 0.8434 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] chair : 0.8791 0.9306 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] sofa : 0.7923 0.8907 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] table : 0.6596 0.7944 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] door : 0.6048 0.7162 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] window : 0.5292 0.6532 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] bookshelf : 0.6682 0.7312 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] picture : 0.3242 0.4620 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] counter : 0.6022 0.7685 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] desk : 0.5207 0.6510 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] curtain : 0.5935 0.6853 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] refridgerator : 0.4237 0.4527 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] shower curtain : 0.5180 0.5604 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] toilet : 0.9281 0.9498 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] sink : 0.6198 0.6712 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] bathtub : 0.8950 0.9199 +[2025-02-27 02:51:41,179 INFO hook.py line 232 943558] otherfurniture : 0.3133 0.3639 +[2025-02-27 02:51:41,179 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:51:41,179 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6454/0.7326/0.8685. +[2025-02-27 02:51:41,180 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:51:41,187 INFO misc.py line 164 943558] Currently Best mIoU: 0.6478 +[2025-02-27 02:51:41,188 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:52:05,969 INFO hook.py line 109 943558] Train: [64/100][50/60] Data 0.002 (0.005) Batch 0.229 (0.365) Remain 00:13:13 loss: 0.2996 Lr: 1.90065e-03 +[2025-02-27 02:52:08,363 INFO misc.py line 135 943558] Train result: loss: 0.3436 +[2025-02-27 02:52:08,451 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:52:28,890 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0999 +[2025-02-27 02:52:28,939 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4790 +[2025-02-27 02:52:28,984 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2361 +[2025-02-27 02:52:29,036 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5364 +[2025-02-27 02:52:29,083 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5899 +[2025-02-27 02:52:29,142 INFO hook.py line 289 943558] Test: [6/78] Loss 2.8311 +[2025-02-27 02:52:29,202 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7014 +[2025-02-27 02:52:29,241 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2303 +[2025-02-27 02:52:29,297 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2161 +[2025-02-27 02:52:35,085 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5262 +[2025-02-27 02:52:38,939 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5035 +[2025-02-27 02:52:38,980 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5209 +[2025-02-27 02:52:39,202 INFO hook.py line 289 943558] Test: [13/78] Loss 1.8886 +[2025-02-27 02:52:39,243 INFO hook.py line 289 943558] Test: [14/78] Loss 1.7601 +[2025-02-27 02:52:39,280 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7396 +[2025-02-27 02:52:39,327 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0751 +[2025-02-27 02:52:39,365 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5383 +[2025-02-27 02:52:39,399 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8805 +[2025-02-27 02:52:39,440 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1445 +[2025-02-27 02:52:39,487 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3226 +[2025-02-27 02:52:39,528 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2465 +[2025-02-27 02:52:39,569 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2648 +[2025-02-27 02:52:39,600 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9216 +[2025-02-27 02:52:39,647 INFO hook.py line 289 943558] Test: [24/78] Loss 1.0948 +[2025-02-27 02:52:39,690 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3177 +[2025-02-27 02:52:39,729 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9119 +[2025-02-27 02:52:39,777 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4047 +[2025-02-27 02:52:39,811 INFO hook.py line 289 943558] Test: [28/78] Loss 1.8727 +[2025-02-27 02:52:39,842 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2219 +[2025-02-27 02:52:39,897 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4412 +[2025-02-27 02:52:39,950 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3426 +[2025-02-27 02:52:39,985 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5021 +[2025-02-27 02:52:40,034 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2816 +[2025-02-27 02:52:40,070 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7891 +[2025-02-27 02:52:40,106 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5768 +[2025-02-27 02:52:40,149 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0069 +[2025-02-27 02:52:40,190 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4306 +[2025-02-27 02:52:40,218 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3741 +[2025-02-27 02:52:40,278 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1230 +[2025-02-27 02:52:40,321 INFO hook.py line 289 943558] Test: [40/78] Loss 1.9075 +[2025-02-27 02:52:40,365 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1930 +[2025-02-27 02:52:40,391 INFO hook.py line 289 943558] Test: [42/78] Loss 0.0905 +[2025-02-27 02:52:40,430 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1457 +[2025-02-27 02:52:40,490 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5278 +[2025-02-27 02:52:40,527 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7052 +[2025-02-27 02:52:40,577 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6789 +[2025-02-27 02:52:40,615 INFO hook.py line 289 943558] Test: [47/78] Loss 1.7527 +[2025-02-27 02:52:40,645 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5868 +[2025-02-27 02:52:40,676 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5781 +[2025-02-27 02:52:40,707 INFO hook.py line 289 943558] Test: [50/78] Loss 0.5744 +[2025-02-27 02:52:40,734 INFO hook.py line 289 943558] Test: [51/78] Loss 0.8319 +[2025-02-27 02:52:40,766 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8070 +[2025-02-27 02:52:40,793 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2851 +[2025-02-27 02:52:40,826 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9985 +[2025-02-27 02:52:40,861 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0440 +[2025-02-27 02:52:40,899 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3126 +[2025-02-27 02:52:40,931 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5661 +[2025-02-27 02:52:40,957 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3234 +[2025-02-27 02:52:40,995 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9669 +[2025-02-27 02:52:41,027 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8806 +[2025-02-27 02:52:41,050 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5685 +[2025-02-27 02:52:41,082 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6289 +[2025-02-27 02:52:41,116 INFO hook.py line 289 943558] Test: [63/78] Loss 1.2681 +[2025-02-27 02:52:41,169 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0486 +[2025-02-27 02:52:41,195 INFO hook.py line 289 943558] Test: [65/78] Loss 0.6887 +[2025-02-27 02:52:41,237 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4802 +[2025-02-27 02:52:41,275 INFO hook.py line 289 943558] Test: [67/78] Loss 0.4068 +[2025-02-27 02:52:41,307 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6371 +[2025-02-27 02:52:41,336 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3185 +[2025-02-27 02:52:41,388 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1260 +[2025-02-27 02:52:41,428 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9082 +[2025-02-27 02:52:41,477 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3454 +[2025-02-27 02:52:41,525 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3865 +[2025-02-27 02:52:41,564 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9475 +[2025-02-27 02:52:41,611 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6580 +[2025-02-27 02:52:41,638 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9445 +[2025-02-27 02:52:41,692 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4117 +[2025-02-27 02:52:41,717 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5268 +[2025-02-27 02:52:43,219 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:52:43,219 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:52:43,220 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] wall : 0.8198 0.9539 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] floor : 0.9541 0.9883 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] cabinet : 0.5450 0.6667 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] bed : 0.7095 0.8491 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] chair : 0.8768 0.9349 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] sofa : 0.7709 0.8479 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] table : 0.6562 0.7765 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] door : 0.6022 0.7258 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] window : 0.5288 0.7037 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] bookshelf : 0.6904 0.7863 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] picture : 0.3132 0.3682 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] counter : 0.5858 0.7381 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] desk : 0.5335 0.7065 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] curtain : 0.6202 0.6813 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] refridgerator : 0.3868 0.4503 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] shower curtain : 0.5934 0.6486 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] toilet : 0.9278 0.9527 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] sink : 0.6351 0.7048 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] bathtub : 0.8700 0.9283 +[2025-02-27 02:52:43,220 INFO hook.py line 232 943558] otherfurniture : 0.2993 0.3401 +[2025-02-27 02:52:43,220 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:52:43,220 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6459/0.7376/0.8701. +[2025-02-27 02:52:43,221 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:52:43,231 INFO misc.py line 164 943558] Currently Best mIoU: 0.6478 +[2025-02-27 02:52:43,231 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:53:07,559 INFO hook.py line 109 943558] Train: [65/100][50/60] Data 0.001 (0.006) Batch 0.222 (0.312) Remain 00:10:59 loss: 0.2511 Lr: 1.80898e-03 +[2025-02-27 02:53:09,669 INFO misc.py line 135 943558] Train result: loss: 0.3164 +[2025-02-27 02:53:09,752 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:53:29,697 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0966 +[2025-02-27 02:53:29,759 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4387 +[2025-02-27 02:53:29,869 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3003 +[2025-02-27 02:53:29,935 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5807 +[2025-02-27 02:53:29,986 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5886 +[2025-02-27 02:53:30,040 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2535 +[2025-02-27 02:53:30,093 INFO hook.py line 289 943558] Test: [7/78] Loss 0.3430 +[2025-02-27 02:53:30,133 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2337 +[2025-02-27 02:53:30,185 INFO hook.py line 289 943558] Test: [9/78] Loss 1.5348 +[2025-02-27 02:53:30,231 INFO hook.py line 289 943558] Test: [10/78] Loss 0.2791 +[2025-02-27 02:53:30,276 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5255 +[2025-02-27 02:53:30,309 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7096 +[2025-02-27 02:53:30,355 INFO hook.py line 289 943558] Test: [13/78] Loss 1.0689 +[2025-02-27 02:53:30,405 INFO hook.py line 289 943558] Test: [14/78] Loss 2.3400 +[2025-02-27 02:53:30,450 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9673 +[2025-02-27 02:53:30,510 INFO hook.py line 289 943558] Test: [16/78] Loss 0.1023 +[2025-02-27 02:53:30,552 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4477 +[2025-02-27 02:53:30,590 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7365 +[2025-02-27 02:53:30,632 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0288 +[2025-02-27 02:53:30,667 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4967 +[2025-02-27 02:53:30,700 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2596 +[2025-02-27 02:53:30,744 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3486 +[2025-02-27 02:53:30,780 INFO hook.py line 289 943558] Test: [23/78] Loss 0.6325 +[2025-02-27 02:53:30,823 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2815 +[2025-02-27 02:53:30,862 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1238 +[2025-02-27 02:53:30,904 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7896 +[2025-02-27 02:53:30,953 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5841 +[2025-02-27 02:53:30,986 INFO hook.py line 289 943558] Test: [28/78] Loss 2.7485 +[2025-02-27 02:53:31,019 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3191 +[2025-02-27 02:53:31,077 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4087 +[2025-02-27 02:53:31,133 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3845 +[2025-02-27 02:53:31,166 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5695 +[2025-02-27 02:53:31,216 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1803 +[2025-02-27 02:53:31,251 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0768 +[2025-02-27 02:53:31,290 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3790 +[2025-02-27 02:53:31,331 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0042 +[2025-02-27 02:53:31,366 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4297 +[2025-02-27 02:53:31,401 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2050 +[2025-02-27 02:53:31,460 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2131 +[2025-02-27 02:53:31,503 INFO hook.py line 289 943558] Test: [40/78] Loss 1.8100 +[2025-02-27 02:53:31,543 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2051 +[2025-02-27 02:53:31,572 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1362 +[2025-02-27 02:53:31,606 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1241 +[2025-02-27 02:53:31,670 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4828 +[2025-02-27 02:53:31,701 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7768 +[2025-02-27 02:53:31,749 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6944 +[2025-02-27 02:53:31,786 INFO hook.py line 289 943558] Test: [47/78] Loss 2.3569 +[2025-02-27 02:53:31,827 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6371 +[2025-02-27 02:53:31,859 INFO hook.py line 289 943558] Test: [49/78] Loss 1.2748 +[2025-02-27 02:53:31,890 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7729 +[2025-02-27 02:53:31,918 INFO hook.py line 289 943558] Test: [51/78] Loss 1.3099 +[2025-02-27 02:53:31,951 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6989 +[2025-02-27 02:53:31,975 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2766 +[2025-02-27 02:53:32,009 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9235 +[2025-02-27 02:53:32,044 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1424 +[2025-02-27 02:53:32,082 INFO hook.py line 289 943558] Test: [56/78] Loss 0.1811 +[2025-02-27 02:53:32,114 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4526 +[2025-02-27 02:53:32,140 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4093 +[2025-02-27 02:53:32,176 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8869 +[2025-02-27 02:53:32,208 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5570 +[2025-02-27 02:53:32,232 INFO hook.py line 289 943558] Test: [61/78] Loss 2.9502 +[2025-02-27 02:53:32,264 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3773 +[2025-02-27 02:53:32,299 INFO hook.py line 289 943558] Test: [63/78] Loss 1.1233 +[2025-02-27 02:53:32,354 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9944 +[2025-02-27 02:53:32,381 INFO hook.py line 289 943558] Test: [65/78] Loss 0.6595 +[2025-02-27 02:53:32,421 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3662 +[2025-02-27 02:53:32,458 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3743 +[2025-02-27 02:53:32,491 INFO hook.py line 289 943558] Test: [68/78] Loss 0.9272 +[2025-02-27 02:53:32,521 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3871 +[2025-02-27 02:53:32,574 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0335 +[2025-02-27 02:53:32,614 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9104 +[2025-02-27 02:53:32,668 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4922 +[2025-02-27 02:53:32,716 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3398 +[2025-02-27 02:53:32,755 INFO hook.py line 289 943558] Test: [74/78] Loss 1.8913 +[2025-02-27 02:53:32,800 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6589 +[2025-02-27 02:53:32,827 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0157 +[2025-02-27 02:53:32,881 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4121 +[2025-02-27 02:53:32,907 INFO hook.py line 289 943558] Test: [78/78] Loss 1.0223 +[2025-02-27 02:53:34,349 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:53:34,349 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:53:34,349 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:53:34,349 INFO hook.py line 232 943558] wall : 0.8330 0.9528 +[2025-02-27 02:53:34,349 INFO hook.py line 232 943558] floor : 0.9561 0.9869 +[2025-02-27 02:53:34,349 INFO hook.py line 232 943558] cabinet : 0.5374 0.7627 +[2025-02-27 02:53:34,349 INFO hook.py line 232 943558] bed : 0.7347 0.8514 +[2025-02-27 02:53:34,349 INFO hook.py line 232 943558] chair : 0.8753 0.9128 +[2025-02-27 02:53:34,349 INFO hook.py line 232 943558] sofa : 0.7660 0.9219 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] table : 0.6212 0.6906 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] door : 0.6099 0.6920 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] window : 0.5310 0.6647 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] bookshelf : 0.7083 0.7675 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] picture : 0.3308 0.4058 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] counter : 0.5471 0.6953 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] desk : 0.5452 0.8500 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] curtain : 0.6409 0.7441 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] refridgerator : 0.4016 0.4186 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] shower curtain : 0.6366 0.7187 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] toilet : 0.9214 0.9611 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] sink : 0.6490 0.7231 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] bathtub : 0.8832 0.9265 +[2025-02-27 02:53:34,350 INFO hook.py line 232 943558] otherfurniture : 0.3308 0.3951 +[2025-02-27 02:53:34,350 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:53:34,350 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6530/0.7521/0.8724. +[2025-02-27 02:53:34,350 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:53:34,360 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6530 +[2025-02-27 02:53:34,361 INFO misc.py line 164 943558] Currently Best mIoU: 0.6530 +[2025-02-27 02:53:34,361 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:53:58,393 INFO hook.py line 109 943558] Train: [66/100][50/60] Data 0.002 (0.005) Batch 0.228 (0.312) Remain 00:10:38 loss: 0.1299 Lr: 1.71860e-03 +[2025-02-27 02:54:00,454 INFO misc.py line 135 943558] Train result: loss: 0.3009 +[2025-02-27 02:54:00,536 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:54:20,742 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0972 +[2025-02-27 02:54:20,785 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4320 +[2025-02-27 02:54:20,831 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3195 +[2025-02-27 02:54:20,889 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6702 +[2025-02-27 02:54:20,934 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6756 +[2025-02-27 02:54:20,990 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3216 +[2025-02-27 02:54:21,049 INFO hook.py line 289 943558] Test: [7/78] Loss 0.3634 +[2025-02-27 02:54:21,076 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2475 +[2025-02-27 02:54:21,117 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1018 +[2025-02-27 02:54:21,149 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5613 +[2025-02-27 02:54:21,196 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4864 +[2025-02-27 02:54:21,228 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4886 +[2025-02-27 02:54:21,274 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6441 +[2025-02-27 02:54:21,327 INFO hook.py line 289 943558] Test: [14/78] Loss 2.7621 +[2025-02-27 02:54:21,366 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7739 +[2025-02-27 02:54:21,413 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0424 +[2025-02-27 02:54:21,456 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4707 +[2025-02-27 02:54:21,498 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7939 +[2025-02-27 02:54:21,543 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2862 +[2025-02-27 02:54:21,588 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4058 +[2025-02-27 02:54:21,630 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2531 +[2025-02-27 02:54:21,667 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2975 +[2025-02-27 02:54:21,702 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8879 +[2025-02-27 02:54:21,754 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4698 +[2025-02-27 02:54:21,794 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1922 +[2025-02-27 02:54:21,838 INFO hook.py line 289 943558] Test: [26/78] Loss 1.0218 +[2025-02-27 02:54:21,887 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2631 +[2025-02-27 02:54:21,930 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1332 +[2025-02-27 02:54:21,969 INFO hook.py line 289 943558] Test: [29/78] Loss 0.3366 +[2025-02-27 02:54:22,021 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3835 +[2025-02-27 02:54:22,075 INFO hook.py line 289 943558] Test: [31/78] Loss 0.2953 +[2025-02-27 02:54:22,118 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7532 +[2025-02-27 02:54:22,168 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2361 +[2025-02-27 02:54:22,213 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7451 +[2025-02-27 02:54:22,250 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5651 +[2025-02-27 02:54:22,286 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9761 +[2025-02-27 02:54:22,324 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5597 +[2025-02-27 02:54:22,366 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2835 +[2025-02-27 02:54:22,425 INFO hook.py line 289 943558] Test: [39/78] Loss 1.7335 +[2025-02-27 02:54:22,468 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6176 +[2025-02-27 02:54:22,534 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2510 +[2025-02-27 02:54:22,567 INFO hook.py line 289 943558] Test: [42/78] Loss 0.2000 +[2025-02-27 02:54:22,606 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1512 +[2025-02-27 02:54:22,661 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5257 +[2025-02-27 02:54:22,693 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6474 +[2025-02-27 02:54:22,744 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7025 +[2025-02-27 02:54:22,779 INFO hook.py line 289 943558] Test: [47/78] Loss 1.7289 +[2025-02-27 02:54:22,809 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6026 +[2025-02-27 02:54:22,841 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1375 +[2025-02-27 02:54:22,872 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6865 +[2025-02-27 02:54:22,900 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5275 +[2025-02-27 02:54:22,932 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7431 +[2025-02-27 02:54:22,958 INFO hook.py line 289 943558] Test: [53/78] Loss 0.4566 +[2025-02-27 02:54:22,992 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0732 +[2025-02-27 02:54:23,028 INFO hook.py line 289 943558] Test: [55/78] Loss 0.1025 +[2025-02-27 02:54:23,066 INFO hook.py line 289 943558] Test: [56/78] Loss 0.6148 +[2025-02-27 02:54:23,097 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6998 +[2025-02-27 02:54:23,123 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3133 +[2025-02-27 02:54:23,160 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8452 +[2025-02-27 02:54:23,191 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7824 +[2025-02-27 02:54:23,214 INFO hook.py line 289 943558] Test: [61/78] Loss 2.7014 +[2025-02-27 02:54:23,245 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6421 +[2025-02-27 02:54:23,278 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4406 +[2025-02-27 02:54:23,331 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0911 +[2025-02-27 02:54:23,358 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9847 +[2025-02-27 02:54:23,397 INFO hook.py line 289 943558] Test: [66/78] Loss 0.8037 +[2025-02-27 02:54:23,434 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3968 +[2025-02-27 02:54:23,466 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6528 +[2025-02-27 02:54:23,495 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3432 +[2025-02-27 02:54:23,548 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9226 +[2025-02-27 02:54:23,588 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8452 +[2025-02-27 02:54:23,638 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5407 +[2025-02-27 02:54:23,685 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4078 +[2025-02-27 02:54:23,724 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0999 +[2025-02-27 02:54:23,771 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5924 +[2025-02-27 02:54:23,799 INFO hook.py line 289 943558] Test: [76/78] Loss 0.6688 +[2025-02-27 02:54:23,852 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5462 +[2025-02-27 02:54:23,877 INFO hook.py line 289 943558] Test: [78/78] Loss 1.0389 +[2025-02-27 02:54:25,283 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:54:25,284 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:54:25,284 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:54:25,284 INFO hook.py line 232 943558] wall : 0.8305 0.9386 +[2025-02-27 02:54:25,284 INFO hook.py line 232 943558] floor : 0.9588 0.9834 +[2025-02-27 02:54:25,284 INFO hook.py line 232 943558] cabinet : 0.5387 0.7429 +[2025-02-27 02:54:25,284 INFO hook.py line 232 943558] bed : 0.7646 0.8318 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] chair : 0.8755 0.9521 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] sofa : 0.7806 0.8667 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] table : 0.6264 0.6806 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] door : 0.5994 0.7438 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] window : 0.5451 0.7525 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] bookshelf : 0.6610 0.7589 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] picture : 0.3365 0.3988 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] counter : 0.5843 0.7587 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] desk : 0.5395 0.8471 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] curtain : 0.5993 0.7154 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] refridgerator : 0.4279 0.4559 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] shower curtain : 0.4855 0.5171 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] toilet : 0.8450 0.8870 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] sink : 0.5677 0.7468 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] bathtub : 0.8716 0.8834 +[2025-02-27 02:54:25,285 INFO hook.py line 232 943558] otherfurniture : 0.3236 0.3791 +[2025-02-27 02:54:25,285 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:54:25,285 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6381/0.7420/0.8706. +[2025-02-27 02:54:25,286 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:54:25,296 INFO misc.py line 164 943558] Currently Best mIoU: 0.6530 +[2025-02-27 02:54:25,296 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:54:49,265 INFO hook.py line 109 943558] Train: [67/100][50/60] Data 0.002 (0.006) Batch 0.208 (0.346) Remain 00:11:29 loss: 0.2183 Lr: 1.62963e-03 +[2025-02-27 02:54:51,492 INFO misc.py line 135 943558] Train result: loss: 0.3382 +[2025-02-27 02:54:51,571 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:55:05,970 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0854 +[2025-02-27 02:55:08,166 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4565 +[2025-02-27 02:55:08,209 INFO hook.py line 289 943558] Test: [3/78] Loss 0.7046 +[2025-02-27 02:55:08,256 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6573 +[2025-02-27 02:55:08,288 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5400 +[2025-02-27 02:55:08,337 INFO hook.py line 289 943558] Test: [6/78] Loss 2.7859 +[2025-02-27 02:55:08,384 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7007 +[2025-02-27 02:55:08,417 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2313 +[2025-02-27 02:55:08,457 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3366 +[2025-02-27 02:55:08,492 INFO hook.py line 289 943558] Test: [10/78] Loss 0.5305 +[2025-02-27 02:55:08,535 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4356 +[2025-02-27 02:55:08,952 INFO hook.py line 289 943558] Test: [12/78] Loss 0.6107 +[2025-02-27 02:55:08,998 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6614 +[2025-02-27 02:55:09,034 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1849 +[2025-02-27 02:55:09,068 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9830 +[2025-02-27 02:55:09,208 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0621 +[2025-02-27 02:55:09,241 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4616 +[2025-02-27 02:55:09,272 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7577 +[2025-02-27 02:55:09,313 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0491 +[2025-02-27 02:55:09,349 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5045 +[2025-02-27 02:55:09,387 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2643 +[2025-02-27 02:55:09,422 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3668 +[2025-02-27 02:55:09,449 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0767 +[2025-02-27 02:55:09,490 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2488 +[2025-02-27 02:55:09,527 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4577 +[2025-02-27 02:55:09,566 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8447 +[2025-02-27 02:55:09,613 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4328 +[2025-02-27 02:55:09,644 INFO hook.py line 289 943558] Test: [28/78] Loss 2.4038 +[2025-02-27 02:55:09,671 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2757 +[2025-02-27 02:55:09,723 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3556 +[2025-02-27 02:55:09,775 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3338 +[2025-02-27 02:55:09,807 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4330 +[2025-02-27 02:55:09,861 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2274 +[2025-02-27 02:55:09,902 INFO hook.py line 289 943558] Test: [34/78] Loss 1.1343 +[2025-02-27 02:55:09,937 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5016 +[2025-02-27 02:55:09,974 INFO hook.py line 289 943558] Test: [36/78] Loss 1.3792 +[2025-02-27 02:55:10,009 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3705 +[2025-02-27 02:55:10,036 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2674 +[2025-02-27 02:55:10,094 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3004 +[2025-02-27 02:55:10,139 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5808 +[2025-02-27 02:55:10,188 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1394 +[2025-02-27 02:55:10,214 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1418 +[2025-02-27 02:55:10,246 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1083 +[2025-02-27 02:55:10,300 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4827 +[2025-02-27 02:55:10,328 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7768 +[2025-02-27 02:55:10,373 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6966 +[2025-02-27 02:55:10,408 INFO hook.py line 289 943558] Test: [47/78] Loss 2.3986 +[2025-02-27 02:55:10,437 INFO hook.py line 289 943558] Test: [48/78] Loss 0.7779 +[2025-02-27 02:55:10,466 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5909 +[2025-02-27 02:55:10,494 INFO hook.py line 289 943558] Test: [50/78] Loss 0.5004 +[2025-02-27 02:55:10,519 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2112 +[2025-02-27 02:55:10,548 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8791 +[2025-02-27 02:55:10,570 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3660 +[2025-02-27 02:55:10,600 INFO hook.py line 289 943558] Test: [54/78] Loss 2.0882 +[2025-02-27 02:55:10,633 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0288 +[2025-02-27 02:55:10,669 INFO hook.py line 289 943558] Test: [56/78] Loss 0.1862 +[2025-02-27 02:55:10,698 INFO hook.py line 289 943558] Test: [57/78] Loss 0.7441 +[2025-02-27 02:55:10,721 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3124 +[2025-02-27 02:55:10,756 INFO hook.py line 289 943558] Test: [59/78] Loss 1.2013 +[2025-02-27 02:55:10,785 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7913 +[2025-02-27 02:55:10,807 INFO hook.py line 289 943558] Test: [61/78] Loss 2.8388 +[2025-02-27 02:55:10,837 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4018 +[2025-02-27 02:55:10,868 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4567 +[2025-02-27 02:55:10,919 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9134 +[2025-02-27 02:55:10,944 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7467 +[2025-02-27 02:55:10,981 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5627 +[2025-02-27 02:55:11,016 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3639 +[2025-02-27 02:55:11,046 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5976 +[2025-02-27 02:55:11,072 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3879 +[2025-02-27 02:55:11,123 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0700 +[2025-02-27 02:55:11,161 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8656 +[2025-02-27 02:55:11,208 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3195 +[2025-02-27 02:55:11,253 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3747 +[2025-02-27 02:55:11,290 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9846 +[2025-02-27 02:55:11,334 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3698 +[2025-02-27 02:55:11,361 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9958 +[2025-02-27 02:55:11,412 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2987 +[2025-02-27 02:55:11,435 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6189 +[2025-02-27 02:55:12,567 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:55:12,567 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:55:12,568 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] wall : 0.8219 0.9548 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] floor : 0.9594 0.9842 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] cabinet : 0.5446 0.7387 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] bed : 0.7416 0.8363 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] chair : 0.8767 0.9449 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] sofa : 0.7771 0.8944 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] table : 0.6570 0.7769 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] door : 0.5996 0.6948 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] window : 0.5466 0.7193 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] bookshelf : 0.6917 0.7399 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] picture : 0.2976 0.3647 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] counter : 0.6077 0.7556 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] desk : 0.5145 0.6534 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] curtain : 0.6170 0.7070 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] refridgerator : 0.4218 0.4611 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] shower curtain : 0.5245 0.5606 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] toilet : 0.8899 0.9242 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] sink : 0.6386 0.7383 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] bathtub : 0.8638 0.9299 +[2025-02-27 02:55:12,568 INFO hook.py line 232 943558] otherfurniture : 0.3120 0.3616 +[2025-02-27 02:55:12,568 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:55:12,568 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6452/0.7370/0.8717. +[2025-02-27 02:55:12,568 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:55:12,576 INFO misc.py line 164 943558] Currently Best mIoU: 0.6530 +[2025-02-27 02:55:12,577 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:55:35,611 INFO hook.py line 109 943558] Train: [68/100][50/60] Data 0.012 (0.006) Batch 0.274 (0.346) Remain 00:11:08 loss: 0.3716 Lr: 1.54216e-03 +[2025-02-27 02:55:38,014 INFO misc.py line 135 943558] Train result: loss: 0.3304 +[2025-02-27 02:55:38,126 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:55:58,059 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0988 +[2025-02-27 02:55:58,194 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4388 +[2025-02-27 02:55:58,249 INFO hook.py line 289 943558] Test: [3/78] Loss 0.6248 +[2025-02-27 02:55:58,296 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5727 +[2025-02-27 02:55:58,347 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4355 +[2025-02-27 02:55:58,410 INFO hook.py line 289 943558] Test: [6/78] Loss 2.7142 +[2025-02-27 02:55:58,474 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6385 +[2025-02-27 02:55:58,513 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2157 +[2025-02-27 02:56:04,819 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0747 +[2025-02-27 02:56:06,244 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4732 +[2025-02-27 02:56:06,288 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3254 +[2025-02-27 02:56:07,375 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4738 +[2025-02-27 02:56:07,477 INFO hook.py line 289 943558] Test: [13/78] Loss 1.9315 +[2025-02-27 02:56:07,630 INFO hook.py line 289 943558] Test: [14/78] Loss 1.7849 +[2025-02-27 02:56:07,671 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8124 +[2025-02-27 02:56:07,714 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0626 +[2025-02-27 02:56:07,750 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6558 +[2025-02-27 02:56:07,784 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6147 +[2025-02-27 02:56:07,825 INFO hook.py line 289 943558] Test: [19/78] Loss 1.5605 +[2025-02-27 02:56:07,857 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4273 +[2025-02-27 02:56:07,892 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2319 +[2025-02-27 02:56:07,933 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4799 +[2025-02-27 02:56:07,976 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7290 +[2025-02-27 02:56:08,025 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3720 +[2025-02-27 02:56:08,063 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9139 +[2025-02-27 02:56:08,103 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9883 +[2025-02-27 02:56:08,157 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3651 +[2025-02-27 02:56:08,194 INFO hook.py line 289 943558] Test: [28/78] Loss 1.4556 +[2025-02-27 02:56:08,235 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2625 +[2025-02-27 02:56:08,289 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4116 +[2025-02-27 02:56:08,346 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4587 +[2025-02-27 02:56:08,378 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4371 +[2025-02-27 02:56:08,427 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2928 +[2025-02-27 02:56:08,477 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9628 +[2025-02-27 02:56:08,512 INFO hook.py line 289 943558] Test: [35/78] Loss 0.6633 +[2025-02-27 02:56:08,560 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9590 +[2025-02-27 02:56:08,595 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5204 +[2025-02-27 02:56:08,624 INFO hook.py line 289 943558] Test: [38/78] Loss 0.3379 +[2025-02-27 02:56:08,693 INFO hook.py line 289 943558] Test: [39/78] Loss 1.6348 +[2025-02-27 02:56:08,736 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4431 +[2025-02-27 02:56:08,777 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2095 +[2025-02-27 02:56:08,803 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1814 +[2025-02-27 02:56:08,851 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1755 +[2025-02-27 02:56:08,904 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4248 +[2025-02-27 02:56:08,936 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7215 +[2025-02-27 02:56:08,978 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6257 +[2025-02-27 02:56:09,014 INFO hook.py line 289 943558] Test: [47/78] Loss 1.4562 +[2025-02-27 02:56:09,047 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6931 +[2025-02-27 02:56:09,079 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5821 +[2025-02-27 02:56:09,110 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7062 +[2025-02-27 02:56:09,137 INFO hook.py line 289 943558] Test: [51/78] Loss 1.0682 +[2025-02-27 02:56:09,168 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8442 +[2025-02-27 02:56:09,193 INFO hook.py line 289 943558] Test: [53/78] Loss 0.4161 +[2025-02-27 02:56:09,226 INFO hook.py line 289 943558] Test: [54/78] Loss 2.7479 +[2025-02-27 02:56:09,261 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0475 +[2025-02-27 02:56:09,299 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3235 +[2025-02-27 02:56:09,330 INFO hook.py line 289 943558] Test: [57/78] Loss 0.6467 +[2025-02-27 02:56:09,356 INFO hook.py line 289 943558] Test: [58/78] Loss 0.2218 +[2025-02-27 02:56:09,394 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9506 +[2025-02-27 02:56:09,426 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6693 +[2025-02-27 02:56:09,449 INFO hook.py line 289 943558] Test: [61/78] Loss 1.7815 +[2025-02-27 02:56:09,482 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4880 +[2025-02-27 02:56:09,516 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5311 +[2025-02-27 02:56:09,569 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1222 +[2025-02-27 02:56:09,595 INFO hook.py line 289 943558] Test: [65/78] Loss 0.6843 +[2025-02-27 02:56:09,633 INFO hook.py line 289 943558] Test: [66/78] Loss 0.6646 +[2025-02-27 02:56:09,670 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3817 +[2025-02-27 02:56:09,701 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5589 +[2025-02-27 02:56:09,730 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3364 +[2025-02-27 02:56:09,782 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1346 +[2025-02-27 02:56:09,821 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9207 +[2025-02-27 02:56:09,871 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3084 +[2025-02-27 02:56:09,922 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4286 +[2025-02-27 02:56:09,961 INFO hook.py line 289 943558] Test: [74/78] Loss 2.8051 +[2025-02-27 02:56:10,008 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3964 +[2025-02-27 02:56:10,035 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8006 +[2025-02-27 02:56:10,088 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4525 +[2025-02-27 02:56:10,114 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7377 +[2025-02-27 02:56:11,567 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:56:11,567 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:56:11,567 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] wall : 0.8258 0.9303 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] floor : 0.9563 0.9844 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] cabinet : 0.5474 0.6879 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] bed : 0.7199 0.8279 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] chair : 0.8842 0.9373 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] sofa : 0.7750 0.9145 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] table : 0.6868 0.7908 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] door : 0.5289 0.7845 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] window : 0.5486 0.7015 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] bookshelf : 0.6936 0.8647 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] picture : 0.3139 0.4037 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] counter : 0.5812 0.7184 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] desk : 0.5980 0.7356 +[2025-02-27 02:56:11,567 INFO hook.py line 232 943558] curtain : 0.6195 0.6970 +[2025-02-27 02:56:11,568 INFO hook.py line 232 943558] refridgerator : 0.3856 0.4084 +[2025-02-27 02:56:11,568 INFO hook.py line 232 943558] shower curtain : 0.5585 0.5976 +[2025-02-27 02:56:11,568 INFO hook.py line 232 943558] toilet : 0.8945 0.9464 +[2025-02-27 02:56:11,568 INFO hook.py line 232 943558] sink : 0.6242 0.7021 +[2025-02-27 02:56:11,568 INFO hook.py line 232 943558] bathtub : 0.8950 0.9231 +[2025-02-27 02:56:11,568 INFO hook.py line 232 943558] otherfurniture : 0.3155 0.3624 +[2025-02-27 02:56:11,568 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:56:11,568 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6476/0.7459/0.8706. +[2025-02-27 02:56:11,568 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:56:11,577 INFO misc.py line 164 943558] Currently Best mIoU: 0.6530 +[2025-02-27 02:56:11,578 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:56:34,912 INFO hook.py line 109 943558] Train: [69/100][50/60] Data 0.003 (0.006) Batch 0.193 (0.320) Remain 00:09:57 loss: 0.2805 Lr: 1.45629e-03 +[2025-02-27 02:56:37,073 INFO misc.py line 135 943558] Train result: loss: 0.3070 +[2025-02-27 02:56:37,174 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:56:55,827 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0906 +[2025-02-27 02:56:56,552 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3262 +[2025-02-27 02:56:56,872 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2027 +[2025-02-27 02:56:57,384 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5505 +[2025-02-27 02:56:57,416 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6050 +[2025-02-27 02:56:57,467 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5008 +[2025-02-27 02:56:57,517 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5283 +[2025-02-27 02:56:57,552 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2142 +[2025-02-27 02:56:57,594 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1351 +[2025-02-27 02:56:57,628 INFO hook.py line 289 943558] Test: [10/78] Loss 0.6653 +[2025-02-27 02:56:57,672 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4009 +[2025-02-27 02:56:57,709 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4218 +[2025-02-27 02:56:57,753 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4691 +[2025-02-27 02:56:57,792 INFO hook.py line 289 943558] Test: [14/78] Loss 1.9885 +[2025-02-27 02:56:57,833 INFO hook.py line 289 943558] Test: [15/78] Loss 2.0626 +[2025-02-27 02:56:57,888 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0576 +[2025-02-27 02:56:57,933 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4947 +[2025-02-27 02:56:57,979 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7913 +[2025-02-27 02:56:58,024 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0661 +[2025-02-27 02:56:58,069 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5319 +[2025-02-27 02:56:58,109 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2507 +[2025-02-27 02:56:58,147 INFO hook.py line 289 943558] Test: [22/78] Loss 1.5385 +[2025-02-27 02:56:58,173 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7485 +[2025-02-27 02:56:58,218 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2925 +[2025-02-27 02:56:58,258 INFO hook.py line 289 943558] Test: [25/78] Loss 1.6644 +[2025-02-27 02:56:58,299 INFO hook.py line 289 943558] Test: [26/78] Loss 0.4797 +[2025-02-27 02:56:58,348 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5454 +[2025-02-27 02:56:58,382 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3562 +[2025-02-27 02:56:58,416 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2597 +[2025-02-27 02:56:58,475 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4032 +[2025-02-27 02:56:58,529 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3305 +[2025-02-27 02:56:58,578 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4376 +[2025-02-27 02:56:58,630 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2179 +[2025-02-27 02:56:58,672 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7885 +[2025-02-27 02:56:58,708 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4992 +[2025-02-27 02:56:58,746 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9715 +[2025-02-27 02:56:58,783 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4229 +[2025-02-27 02:56:58,815 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2962 +[2025-02-27 02:56:58,876 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3258 +[2025-02-27 02:56:58,924 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5105 +[2025-02-27 02:56:58,971 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1307 +[2025-02-27 02:56:58,998 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1643 +[2025-02-27 02:56:59,045 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1047 +[2025-02-27 02:56:59,096 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4514 +[2025-02-27 02:56:59,137 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6320 +[2025-02-27 02:56:59,185 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7804 +[2025-02-27 02:56:59,221 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9342 +[2025-02-27 02:56:59,252 INFO hook.py line 289 943558] Test: [48/78] Loss 0.4539 +[2025-02-27 02:56:59,284 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4689 +[2025-02-27 02:56:59,314 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6332 +[2025-02-27 02:56:59,341 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5169 +[2025-02-27 02:56:59,373 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7808 +[2025-02-27 02:56:59,398 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3605 +[2025-02-27 02:56:59,432 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2442 +[2025-02-27 02:56:59,468 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0393 +[2025-02-27 02:56:59,507 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3485 +[2025-02-27 02:56:59,539 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5614 +[2025-02-27 02:56:59,565 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3376 +[2025-02-27 02:56:59,602 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8658 +[2025-02-27 02:56:59,635 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7395 +[2025-02-27 02:56:59,659 INFO hook.py line 289 943558] Test: [61/78] Loss 2.9891 +[2025-02-27 02:56:59,692 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4224 +[2025-02-27 02:56:59,726 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4198 +[2025-02-27 02:56:59,779 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0036 +[2025-02-27 02:56:59,806 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8855 +[2025-02-27 02:56:59,845 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5205 +[2025-02-27 02:56:59,881 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2720 +[2025-02-27 02:56:59,913 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6245 +[2025-02-27 02:56:59,943 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3394 +[2025-02-27 02:56:59,995 INFO hook.py line 289 943558] Test: [70/78] Loss 1.3119 +[2025-02-27 02:57:00,036 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7406 +[2025-02-27 02:57:00,085 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3337 +[2025-02-27 02:57:00,132 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3429 +[2025-02-27 02:57:00,172 INFO hook.py line 289 943558] Test: [74/78] Loss 2.4178 +[2025-02-27 02:57:00,218 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4013 +[2025-02-27 02:57:00,246 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8981 +[2025-02-27 02:57:00,300 INFO hook.py line 289 943558] Test: [77/78] Loss 0.5375 +[2025-02-27 02:57:00,325 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6687 +[2025-02-27 02:57:01,737 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:57:01,738 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:57:01,738 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] wall : 0.8329 0.9488 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] floor : 0.9575 0.9857 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] cabinet : 0.5416 0.7308 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] bed : 0.7095 0.8381 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] chair : 0.8899 0.9423 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] sofa : 0.7840 0.8767 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] table : 0.6602 0.7710 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] door : 0.6104 0.7341 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] window : 0.5615 0.7507 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] bookshelf : 0.6777 0.7667 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] picture : 0.3170 0.3622 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] counter : 0.5855 0.7440 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] desk : 0.5503 0.7707 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] curtain : 0.6224 0.7059 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] refridgerator : 0.3527 0.3880 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] shower curtain : 0.5898 0.6838 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] toilet : 0.9271 0.9534 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] sink : 0.6369 0.7340 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] bathtub : 0.8855 0.9226 +[2025-02-27 02:57:01,738 INFO hook.py line 232 943558] otherfurniture : 0.3169 0.3547 +[2025-02-27 02:57:01,738 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:57:01,738 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6505/0.7482/0.8745. +[2025-02-27 02:57:01,739 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:57:01,744 INFO misc.py line 164 943558] Currently Best mIoU: 0.6530 +[2025-02-27 02:57:01,745 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:57:25,391 INFO hook.py line 109 943558] Train: [70/100][50/60] Data 0.001 (0.005) Batch 0.200 (0.305) Remain 00:09:12 loss: 0.3327 Lr: 1.37210e-03 +[2025-02-27 02:57:27,499 INFO misc.py line 135 943558] Train result: loss: 0.3070 +[2025-02-27 02:57:27,581 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:57:46,990 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0858 +[2025-02-27 02:57:47,164 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4302 +[2025-02-27 02:57:47,205 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2857 +[2025-02-27 02:57:47,263 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6066 +[2025-02-27 02:57:47,312 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5561 +[2025-02-27 02:57:47,372 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5341 +[2025-02-27 02:57:47,420 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5127 +[2025-02-27 02:57:47,466 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2193 +[2025-02-27 02:57:47,520 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2305 +[2025-02-27 02:57:47,560 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3916 +[2025-02-27 02:57:47,767 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4045 +[2025-02-27 02:57:47,816 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4569 +[2025-02-27 02:57:47,894 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6340 +[2025-02-27 02:57:47,930 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5707 +[2025-02-27 02:57:47,976 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8985 +[2025-02-27 02:57:48,028 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0609 +[2025-02-27 02:57:48,067 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5440 +[2025-02-27 02:57:48,101 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8781 +[2025-02-27 02:57:48,142 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0680 +[2025-02-27 02:57:48,178 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5843 +[2025-02-27 02:57:48,215 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2292 +[2025-02-27 02:57:48,253 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3887 +[2025-02-27 02:57:48,300 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8223 +[2025-02-27 02:57:48,347 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2165 +[2025-02-27 02:57:48,387 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2688 +[2025-02-27 02:57:48,429 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7182 +[2025-02-27 02:57:48,478 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3918 +[2025-02-27 02:57:48,523 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0288 +[2025-02-27 02:57:48,560 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2543 +[2025-02-27 02:57:48,615 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4338 +[2025-02-27 02:57:48,671 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4320 +[2025-02-27 02:57:48,712 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5858 +[2025-02-27 02:57:48,762 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2091 +[2025-02-27 02:57:48,799 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8514 +[2025-02-27 02:57:48,841 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3355 +[2025-02-27 02:57:48,890 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9234 +[2025-02-27 02:57:48,938 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4581 +[2025-02-27 02:57:48,976 INFO hook.py line 289 943558] Test: [38/78] Loss 0.1778 +[2025-02-27 02:57:49,044 INFO hook.py line 289 943558] Test: [39/78] Loss 1.9583 +[2025-02-27 02:57:49,089 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6467 +[2025-02-27 02:57:49,138 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2532 +[2025-02-27 02:57:49,178 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1428 +[2025-02-27 02:57:49,219 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1209 +[2025-02-27 02:57:49,271 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4368 +[2025-02-27 02:57:49,317 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6891 +[2025-02-27 02:57:49,360 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6996 +[2025-02-27 02:57:49,396 INFO hook.py line 289 943558] Test: [47/78] Loss 2.4829 +[2025-02-27 02:57:49,426 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5681 +[2025-02-27 02:57:49,460 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5363 +[2025-02-27 02:57:49,491 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6745 +[2025-02-27 02:57:49,518 INFO hook.py line 289 943558] Test: [51/78] Loss 1.1406 +[2025-02-27 02:57:49,550 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8196 +[2025-02-27 02:57:49,575 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2251 +[2025-02-27 02:57:49,609 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2345 +[2025-02-27 02:57:49,645 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0330 +[2025-02-27 02:57:49,682 INFO hook.py line 289 943558] Test: [56/78] Loss 0.1760 +[2025-02-27 02:57:49,716 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5641 +[2025-02-27 02:57:49,744 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3365 +[2025-02-27 02:57:49,781 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1590 +[2025-02-27 02:57:49,814 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9701 +[2025-02-27 02:57:49,838 INFO hook.py line 289 943558] Test: [61/78] Loss 2.9740 +[2025-02-27 02:57:49,871 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3715 +[2025-02-27 02:57:49,906 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4476 +[2025-02-27 02:57:49,959 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0831 +[2025-02-27 02:57:49,987 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7825 +[2025-02-27 02:57:50,026 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5360 +[2025-02-27 02:57:50,063 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3212 +[2025-02-27 02:57:50,096 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5195 +[2025-02-27 02:57:50,125 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3236 +[2025-02-27 02:57:50,178 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2314 +[2025-02-27 02:57:50,220 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7751 +[2025-02-27 02:57:50,270 INFO hook.py line 289 943558] Test: [72/78] Loss 0.2970 +[2025-02-27 02:57:50,318 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3580 +[2025-02-27 02:57:50,357 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0440 +[2025-02-27 02:57:50,404 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3520 +[2025-02-27 02:57:50,432 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9025 +[2025-02-27 02:57:50,486 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3414 +[2025-02-27 02:57:50,511 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7139 +[2025-02-27 02:57:51,816 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:57:51,817 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:57:51,817 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] wall : 0.8221 0.9554 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] floor : 0.9593 0.9831 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] cabinet : 0.5634 0.6835 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] bed : 0.7486 0.8210 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] chair : 0.8942 0.9420 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] sofa : 0.8007 0.9190 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] table : 0.6707 0.7848 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] door : 0.5992 0.7442 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] window : 0.5460 0.6951 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] bookshelf : 0.6962 0.7551 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] picture : 0.3265 0.4057 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] counter : 0.6137 0.7435 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] desk : 0.5635 0.7806 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] curtain : 0.6226 0.7157 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] refridgerator : 0.4469 0.5251 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] shower curtain : 0.5148 0.5534 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] toilet : 0.9169 0.9500 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] sink : 0.6412 0.7268 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] bathtub : 0.8962 0.9239 +[2025-02-27 02:57:51,817 INFO hook.py line 232 943558] otherfurniture : 0.3405 0.3948 +[2025-02-27 02:57:51,817 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:57:51,817 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6592/0.7501/0.8759. +[2025-02-27 02:57:51,818 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:57:51,825 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6592 +[2025-02-27 02:57:51,825 INFO misc.py line 164 943558] Currently Best mIoU: 0.6592 +[2025-02-27 02:57:51,825 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:58:15,815 INFO hook.py line 109 943558] Train: [71/100][50/60] Data 0.001 (0.006) Batch 0.205 (0.327) Remain 00:09:31 loss: 0.3062 Lr: 1.28969e-03 +[2025-02-27 02:58:17,973 INFO misc.py line 135 943558] Train result: loss: 0.2886 +[2025-02-27 02:58:18,060 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:58:37,573 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0964 +[2025-02-27 02:58:37,814 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4218 +[2025-02-27 02:58:37,988 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2404 +[2025-02-27 02:58:38,035 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5307 +[2025-02-27 02:58:38,075 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6368 +[2025-02-27 02:58:38,127 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3886 +[2025-02-27 02:58:38,173 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5085 +[2025-02-27 02:58:38,207 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2616 +[2025-02-27 02:58:38,248 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1247 +[2025-02-27 02:58:38,288 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4363 +[2025-02-27 02:58:38,331 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5371 +[2025-02-27 02:58:38,362 INFO hook.py line 289 943558] Test: [12/78] Loss 0.7034 +[2025-02-27 02:58:38,408 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3176 +[2025-02-27 02:58:38,444 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1857 +[2025-02-27 02:58:38,478 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8233 +[2025-02-27 02:58:38,519 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0467 +[2025-02-27 02:58:38,554 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5534 +[2025-02-27 02:58:38,585 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8162 +[2025-02-27 02:58:38,626 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0847 +[2025-02-27 02:58:38,659 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4028 +[2025-02-27 02:58:38,693 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2374 +[2025-02-27 02:58:38,740 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3309 +[2025-02-27 02:58:38,785 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7203 +[2025-02-27 02:58:38,825 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2617 +[2025-02-27 02:58:38,864 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1370 +[2025-02-27 02:58:38,911 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7777 +[2025-02-27 02:58:38,959 INFO hook.py line 289 943558] Test: [27/78] Loss 1.1883 +[2025-02-27 02:58:38,992 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3135 +[2025-02-27 02:58:39,021 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2522 +[2025-02-27 02:58:39,074 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4005 +[2025-02-27 02:58:39,126 INFO hook.py line 289 943558] Test: [31/78] Loss 0.5208 +[2025-02-27 02:58:39,163 INFO hook.py line 289 943558] Test: [32/78] Loss 0.7008 +[2025-02-27 02:58:39,212 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1667 +[2025-02-27 02:58:39,251 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8347 +[2025-02-27 02:58:39,286 INFO hook.py line 289 943558] Test: [35/78] Loss 0.6968 +[2025-02-27 02:58:39,320 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8935 +[2025-02-27 02:58:39,354 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4805 +[2025-02-27 02:58:39,392 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2478 +[2025-02-27 02:58:39,459 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1389 +[2025-02-27 02:58:39,500 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5760 +[2025-02-27 02:58:39,539 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2792 +[2025-02-27 02:58:39,564 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1433 +[2025-02-27 02:58:39,599 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1351 +[2025-02-27 02:58:39,651 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5031 +[2025-02-27 02:58:39,682 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6633 +[2025-02-27 02:58:39,730 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7611 +[2025-02-27 02:58:39,765 INFO hook.py line 289 943558] Test: [47/78] Loss 1.7567 +[2025-02-27 02:58:39,793 INFO hook.py line 289 943558] Test: [48/78] Loss 0.4834 +[2025-02-27 02:58:39,822 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5574 +[2025-02-27 02:58:39,850 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6324 +[2025-02-27 02:58:39,875 INFO hook.py line 289 943558] Test: [51/78] Loss 1.0214 +[2025-02-27 02:58:39,904 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7943 +[2025-02-27 02:58:39,926 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3459 +[2025-02-27 02:58:39,957 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1208 +[2025-02-27 02:58:39,990 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0327 +[2025-02-27 02:58:40,026 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2682 +[2025-02-27 02:58:40,054 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5600 +[2025-02-27 02:58:40,078 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3732 +[2025-02-27 02:58:40,113 INFO hook.py line 289 943558] Test: [59/78] Loss 0.8821 +[2025-02-27 02:58:40,143 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9394 +[2025-02-27 02:58:40,164 INFO hook.py line 289 943558] Test: [61/78] Loss 3.0616 +[2025-02-27 02:58:40,194 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3515 +[2025-02-27 02:58:40,226 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3924 +[2025-02-27 02:58:40,277 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1479 +[2025-02-27 02:58:40,301 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8991 +[2025-02-27 02:58:40,338 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4899 +[2025-02-27 02:58:40,372 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3116 +[2025-02-27 02:58:40,401 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5762 +[2025-02-27 02:58:40,427 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3601 +[2025-02-27 02:58:40,478 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9892 +[2025-02-27 02:58:40,516 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8597 +[2025-02-27 02:58:40,564 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7517 +[2025-02-27 02:58:40,609 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5526 +[2025-02-27 02:58:40,647 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1700 +[2025-02-27 02:58:40,691 INFO hook.py line 289 943558] Test: [75/78] Loss 0.5273 +[2025-02-27 02:58:40,717 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0082 +[2025-02-27 02:58:40,769 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3894 +[2025-02-27 02:58:40,792 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6661 +[2025-02-27 02:58:42,004 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:58:42,005 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:58:42,005 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:58:42,005 INFO hook.py line 232 943558] wall : 0.8307 0.9461 +[2025-02-27 02:58:42,005 INFO hook.py line 232 943558] floor : 0.9565 0.9865 +[2025-02-27 02:58:42,005 INFO hook.py line 232 943558] cabinet : 0.5674 0.7656 +[2025-02-27 02:58:42,005 INFO hook.py line 232 943558] bed : 0.7059 0.8456 +[2025-02-27 02:58:42,005 INFO hook.py line 232 943558] chair : 0.8812 0.9485 +[2025-02-27 02:58:42,005 INFO hook.py line 232 943558] sofa : 0.7980 0.8993 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] table : 0.6687 0.7603 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] door : 0.6035 0.7240 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] window : 0.5433 0.6621 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] bookshelf : 0.6498 0.7197 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] picture : 0.3288 0.4059 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] counter : 0.5945 0.7111 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] desk : 0.5688 0.7715 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] curtain : 0.6697 0.7687 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] refridgerator : 0.3913 0.4332 +[2025-02-27 02:58:42,006 INFO hook.py line 232 943558] shower curtain : 0.6611 0.7232 +[2025-02-27 02:58:42,007 INFO hook.py line 232 943558] toilet : 0.9072 0.9517 +[2025-02-27 02:58:42,007 INFO hook.py line 232 943558] sink : 0.6394 0.6923 +[2025-02-27 02:58:42,007 INFO hook.py line 232 943558] bathtub : 0.8128 0.9512 +[2025-02-27 02:58:42,007 INFO hook.py line 232 943558] otherfurniture : 0.3350 0.4023 +[2025-02-27 02:58:42,007 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:58:42,007 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6557/0.7534/0.8749. +[2025-02-27 02:58:42,008 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:58:42,022 INFO misc.py line 164 943558] Currently Best mIoU: 0.6592 +[2025-02-27 02:58:42,022 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 02:59:03,495 INFO hook.py line 109 943558] Train: [72/100][50/60] Data 0.002 (0.004) Batch 0.257 (0.301) Remain 00:08:29 loss: 0.3033 Lr: 1.20915e-03 +[2025-02-27 02:59:05,804 INFO misc.py line 135 943558] Train result: loss: 0.2889 +[2025-02-27 02:59:05,893 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 02:59:27,475 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0832 +[2025-02-27 02:59:27,611 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3175 +[2025-02-27 02:59:27,657 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2836 +[2025-02-27 02:59:27,720 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5123 +[2025-02-27 02:59:27,773 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6141 +[2025-02-27 02:59:27,836 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3033 +[2025-02-27 02:59:27,897 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7560 +[2025-02-27 02:59:27,942 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2166 +[2025-02-27 02:59:36,955 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3288 +[2025-02-27 02:59:37,010 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3797 +[2025-02-27 02:59:37,059 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4403 +[2025-02-27 02:59:37,091 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3839 +[2025-02-27 02:59:37,138 INFO hook.py line 289 943558] Test: [13/78] Loss 1.0846 +[2025-02-27 02:59:37,945 INFO hook.py line 289 943558] Test: [14/78] Loss 1.9211 +[2025-02-27 02:59:37,988 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7037 +[2025-02-27 02:59:38,032 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0465 +[2025-02-27 02:59:38,076 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4642 +[2025-02-27 02:59:38,114 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8406 +[2025-02-27 02:59:38,156 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1694 +[2025-02-27 02:59:38,201 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3755 +[2025-02-27 02:59:38,238 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2300 +[2025-02-27 02:59:38,280 INFO hook.py line 289 943558] Test: [22/78] Loss 1.2098 +[2025-02-27 02:59:38,309 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7235 +[2025-02-27 02:59:38,359 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2620 +[2025-02-27 02:59:38,408 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1783 +[2025-02-27 02:59:38,450 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8689 +[2025-02-27 02:59:38,500 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3812 +[2025-02-27 02:59:38,544 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1705 +[2025-02-27 02:59:38,576 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2258 +[2025-02-27 02:59:38,629 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3670 +[2025-02-27 02:59:38,683 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3765 +[2025-02-27 02:59:38,721 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5765 +[2025-02-27 02:59:38,770 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1610 +[2025-02-27 02:59:38,826 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8593 +[2025-02-27 02:59:38,862 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5382 +[2025-02-27 02:59:38,907 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8924 +[2025-02-27 02:59:38,956 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4474 +[2025-02-27 02:59:38,990 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2874 +[2025-02-27 02:59:39,050 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1495 +[2025-02-27 02:59:39,098 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4441 +[2025-02-27 02:59:39,147 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2590 +[2025-02-27 02:59:39,173 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1604 +[2025-02-27 02:59:39,207 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1444 +[2025-02-27 02:59:39,263 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5582 +[2025-02-27 02:59:39,306 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7063 +[2025-02-27 02:59:39,352 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7463 +[2025-02-27 02:59:39,389 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9797 +[2025-02-27 02:59:39,419 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6791 +[2025-02-27 02:59:39,450 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4885 +[2025-02-27 02:59:39,480 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7032 +[2025-02-27 02:59:39,506 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4187 +[2025-02-27 02:59:39,537 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7557 +[2025-02-27 02:59:39,562 INFO hook.py line 289 943558] Test: [53/78] Loss 0.4025 +[2025-02-27 02:59:39,595 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9724 +[2025-02-27 02:59:39,630 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0316 +[2025-02-27 02:59:39,667 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3220 +[2025-02-27 02:59:39,698 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4821 +[2025-02-27 02:59:39,723 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3447 +[2025-02-27 02:59:39,759 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9281 +[2025-02-27 02:59:39,792 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6451 +[2025-02-27 02:59:39,816 INFO hook.py line 289 943558] Test: [61/78] Loss 2.9366 +[2025-02-27 02:59:39,849 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4084 +[2025-02-27 02:59:39,883 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5255 +[2025-02-27 02:59:39,936 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0186 +[2025-02-27 02:59:39,963 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9501 +[2025-02-27 02:59:40,003 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3567 +[2025-02-27 02:59:40,040 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3183 +[2025-02-27 02:59:40,072 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6917 +[2025-02-27 02:59:40,101 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3637 +[2025-02-27 02:59:40,153 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1625 +[2025-02-27 02:59:40,193 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9290 +[2025-02-27 02:59:40,242 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5362 +[2025-02-27 02:59:40,290 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4361 +[2025-02-27 02:59:40,331 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9793 +[2025-02-27 02:59:40,377 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4422 +[2025-02-27 02:59:40,405 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8397 +[2025-02-27 02:59:40,458 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4725 +[2025-02-27 02:59:40,483 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5797 +[2025-02-27 02:59:42,011 INFO hook.py line 217 943558] ######################################## +[2025-02-27 02:59:42,011 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 02:59:42,011 INFO hook.py line 223 943558] ######################################## +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] wall : 0.8339 0.9467 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] floor : 0.9597 0.9838 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] cabinet : 0.5274 0.7335 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] bed : 0.7628 0.8416 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] chair : 0.8779 0.9503 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] sofa : 0.7856 0.8844 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] table : 0.6637 0.7696 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] door : 0.6098 0.7316 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] window : 0.5695 0.7190 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] bookshelf : 0.6712 0.7690 +[2025-02-27 02:59:42,011 INFO hook.py line 232 943558] picture : 0.3448 0.4676 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] counter : 0.5929 0.7327 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] desk : 0.5209 0.7644 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] curtain : 0.6481 0.7527 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] refridgerator : 0.3993 0.4558 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] shower curtain : 0.5341 0.5745 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] toilet : 0.9158 0.9684 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] sink : 0.6311 0.7161 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] bathtub : 0.8832 0.9229 +[2025-02-27 02:59:42,012 INFO hook.py line 232 943558] otherfurniture : 0.3090 0.3511 +[2025-02-27 02:59:42,012 INFO hook.py line 233 943558] ######################################## +[2025-02-27 02:59:42,012 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6520/0.7518/0.8743. +[2025-02-27 02:59:42,012 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 02:59:42,019 INFO misc.py line 164 943558] Currently Best mIoU: 0.6592 +[2025-02-27 02:59:42,019 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:00:06,049 INFO hook.py line 109 943558] Train: [73/100][50/60] Data 0.001 (0.005) Batch 0.199 (0.315) Remain 00:08:34 loss: 0.2274 Lr: 1.13057e-03 +[2025-02-27 03:00:08,120 INFO misc.py line 135 943558] Train result: loss: 0.2882 +[2025-02-27 03:00:08,194 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:00:26,977 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0880 +[2025-02-27 03:00:27,047 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3752 +[2025-02-27 03:00:28,148 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4786 +[2025-02-27 03:00:28,380 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5755 +[2025-02-27 03:00:28,426 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5757 +[2025-02-27 03:00:28,489 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5843 +[2025-02-27 03:00:28,552 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6313 +[2025-02-27 03:00:28,597 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2088 +[2025-02-27 03:00:28,649 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3703 +[2025-02-27 03:00:28,816 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3577 +[2025-02-27 03:00:28,859 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4567 +[2025-02-27 03:00:28,904 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3836 +[2025-02-27 03:00:28,964 INFO hook.py line 289 943558] Test: [13/78] Loss 1.6088 +[2025-02-27 03:00:29,002 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0261 +[2025-02-27 03:00:29,037 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9438 +[2025-02-27 03:00:29,084 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0585 +[2025-02-27 03:00:29,123 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5951 +[2025-02-27 03:00:29,165 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8781 +[2025-02-27 03:00:29,208 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1078 +[2025-02-27 03:00:29,249 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4786 +[2025-02-27 03:00:29,285 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2568 +[2025-02-27 03:00:29,322 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3927 +[2025-02-27 03:00:29,349 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0008 +[2025-02-27 03:00:29,395 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3465 +[2025-02-27 03:00:29,436 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2272 +[2025-02-27 03:00:29,477 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8105 +[2025-02-27 03:00:29,526 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4462 +[2025-02-27 03:00:29,559 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2417 +[2025-02-27 03:00:29,586 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2757 +[2025-02-27 03:00:29,641 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3109 +[2025-02-27 03:00:29,694 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3692 +[2025-02-27 03:00:29,728 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5201 +[2025-02-27 03:00:29,777 INFO hook.py line 289 943558] Test: [33/78] Loss 0.4501 +[2025-02-27 03:00:29,823 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8652 +[2025-02-27 03:00:29,858 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5772 +[2025-02-27 03:00:29,895 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0016 +[2025-02-27 03:00:29,931 INFO hook.py line 289 943558] Test: [37/78] Loss 0.3661 +[2025-02-27 03:00:29,969 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2944 +[2025-02-27 03:00:30,027 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2056 +[2025-02-27 03:00:30,073 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4582 +[2025-02-27 03:00:30,115 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2066 +[2025-02-27 03:00:30,152 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1260 +[2025-02-27 03:00:30,188 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1135 +[2025-02-27 03:00:30,241 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4573 +[2025-02-27 03:00:30,273 INFO hook.py line 289 943558] Test: [45/78] Loss 0.4726 +[2025-02-27 03:00:30,320 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6985 +[2025-02-27 03:00:30,357 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1476 +[2025-02-27 03:00:30,387 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5384 +[2025-02-27 03:00:30,418 INFO hook.py line 289 943558] Test: [49/78] Loss 1.3293 +[2025-02-27 03:00:30,450 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7256 +[2025-02-27 03:00:30,477 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5317 +[2025-02-27 03:00:30,509 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7512 +[2025-02-27 03:00:30,534 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6019 +[2025-02-27 03:00:30,567 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2753 +[2025-02-27 03:00:30,603 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0323 +[2025-02-27 03:00:30,641 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4725 +[2025-02-27 03:00:30,673 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5311 +[2025-02-27 03:00:30,699 INFO hook.py line 289 943558] Test: [58/78] Loss 0.2547 +[2025-02-27 03:00:30,735 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1028 +[2025-02-27 03:00:30,767 INFO hook.py line 289 943558] Test: [60/78] Loss 0.9331 +[2025-02-27 03:00:30,790 INFO hook.py line 289 943558] Test: [61/78] Loss 2.8745 +[2025-02-27 03:00:30,822 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5999 +[2025-02-27 03:00:30,858 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3132 +[2025-02-27 03:00:30,911 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0014 +[2025-02-27 03:00:30,938 INFO hook.py line 289 943558] Test: [65/78] Loss 1.0541 +[2025-02-27 03:00:30,978 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4400 +[2025-02-27 03:00:31,015 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3553 +[2025-02-27 03:00:31,047 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6789 +[2025-02-27 03:00:31,076 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3641 +[2025-02-27 03:00:31,128 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0177 +[2025-02-27 03:00:31,168 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9774 +[2025-02-27 03:00:31,219 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3253 +[2025-02-27 03:00:31,271 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5168 +[2025-02-27 03:00:31,311 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1918 +[2025-02-27 03:00:31,359 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4487 +[2025-02-27 03:00:31,387 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8141 +[2025-02-27 03:00:31,441 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3016 +[2025-02-27 03:00:31,467 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6667 +[2025-02-27 03:00:33,223 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:00:33,224 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:00:33,224 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:00:33,224 INFO hook.py line 232 943558] wall : 0.8330 0.9587 +[2025-02-27 03:00:33,224 INFO hook.py line 232 943558] floor : 0.9582 0.9860 +[2025-02-27 03:00:33,229 INFO hook.py line 232 943558] cabinet : 0.5276 0.7223 +[2025-02-27 03:00:33,229 INFO hook.py line 232 943558] bed : 0.7598 0.8258 +[2025-02-27 03:00:33,229 INFO hook.py line 232 943558] chair : 0.8835 0.9317 +[2025-02-27 03:00:33,229 INFO hook.py line 232 943558] sofa : 0.7828 0.8834 +[2025-02-27 03:00:33,229 INFO hook.py line 232 943558] table : 0.6593 0.7978 +[2025-02-27 03:00:33,229 INFO hook.py line 232 943558] door : 0.6301 0.7255 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] window : 0.5668 0.7221 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] bookshelf : 0.6777 0.7483 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] picture : 0.3365 0.4282 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] counter : 0.5959 0.7099 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] desk : 0.5235 0.7709 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] curtain : 0.6133 0.6687 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] refridgerator : 0.4022 0.4817 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] shower curtain : 0.5780 0.6342 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] toilet : 0.9018 0.9307 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] sink : 0.6272 0.7198 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] bathtub : 0.8885 0.9163 +[2025-02-27 03:00:33,230 INFO hook.py line 232 943558] otherfurniture : 0.3121 0.3493 +[2025-02-27 03:00:33,230 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:00:33,230 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6529/0.7456/0.8750. +[2025-02-27 03:00:33,231 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:00:33,239 INFO misc.py line 164 943558] Currently Best mIoU: 0.6592 +[2025-02-27 03:00:33,239 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:00:56,863 INFO hook.py line 109 943558] Train: [74/100][50/60] Data 0.002 (0.005) Batch 0.200 (0.306) Remain 00:08:00 loss: 0.2786 Lr: 1.05404e-03 +[2025-02-27 03:00:59,096 INFO misc.py line 135 943558] Train result: loss: 0.2977 +[2025-02-27 03:00:59,161 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:01:16,786 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0856 +[2025-02-27 03:01:16,906 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4404 +[2025-02-27 03:01:19,563 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3316 +[2025-02-27 03:01:19,614 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7331 +[2025-02-27 03:01:19,651 INFO hook.py line 289 943558] Test: [5/78] Loss 0.8023 +[2025-02-27 03:01:19,700 INFO hook.py line 289 943558] Test: [6/78] Loss 2.3313 +[2025-02-27 03:01:19,750 INFO hook.py line 289 943558] Test: [7/78] Loss 0.3474 +[2025-02-27 03:01:19,777 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2215 +[2025-02-27 03:01:19,820 INFO hook.py line 289 943558] Test: [9/78] Loss 1.6104 +[2025-02-27 03:01:19,859 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3526 +[2025-02-27 03:01:19,909 INFO hook.py line 289 943558] Test: [11/78] Loss 0.6147 +[2025-02-27 03:01:19,943 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4053 +[2025-02-27 03:01:20,011 INFO hook.py line 289 943558] Test: [13/78] Loss 0.8921 +[2025-02-27 03:01:20,049 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2999 +[2025-02-27 03:01:20,089 INFO hook.py line 289 943558] Test: [15/78] Loss 2.1632 +[2025-02-27 03:01:20,143 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0572 +[2025-02-27 03:01:20,179 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6352 +[2025-02-27 03:01:20,209 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9398 +[2025-02-27 03:01:20,253 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1612 +[2025-02-27 03:01:20,286 INFO hook.py line 289 943558] Test: [20/78] Loss 1.2719 +[2025-02-27 03:01:20,319 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2474 +[2025-02-27 03:01:20,357 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3683 +[2025-02-27 03:01:20,394 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8538 +[2025-02-27 03:01:20,436 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2485 +[2025-02-27 03:01:20,474 INFO hook.py line 289 943558] Test: [25/78] Loss 1.4615 +[2025-02-27 03:01:20,514 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9012 +[2025-02-27 03:01:20,569 INFO hook.py line 289 943558] Test: [27/78] Loss 1.6356 +[2025-02-27 03:01:20,601 INFO hook.py line 289 943558] Test: [28/78] Loss 2.3292 +[2025-02-27 03:01:20,630 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2261 +[2025-02-27 03:01:20,681 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3062 +[2025-02-27 03:01:20,735 INFO hook.py line 289 943558] Test: [31/78] Loss 0.2757 +[2025-02-27 03:01:20,767 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4347 +[2025-02-27 03:01:20,818 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3922 +[2025-02-27 03:01:20,856 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0399 +[2025-02-27 03:01:20,895 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5871 +[2025-02-27 03:01:20,945 INFO hook.py line 289 943558] Test: [36/78] Loss 1.1308 +[2025-02-27 03:01:20,981 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4760 +[2025-02-27 03:01:21,024 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2472 +[2025-02-27 03:01:21,083 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0011 +[2025-02-27 03:01:21,134 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4867 +[2025-02-27 03:01:21,175 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2587 +[2025-02-27 03:01:21,201 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1760 +[2025-02-27 03:01:21,238 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1115 +[2025-02-27 03:01:21,301 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6055 +[2025-02-27 03:01:21,332 INFO hook.py line 289 943558] Test: [45/78] Loss 0.5377 +[2025-02-27 03:01:21,385 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7140 +[2025-02-27 03:01:21,421 INFO hook.py line 289 943558] Test: [47/78] Loss 2.7182 +[2025-02-27 03:01:21,452 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6687 +[2025-02-27 03:01:21,483 INFO hook.py line 289 943558] Test: [49/78] Loss 1.1542 +[2025-02-27 03:01:21,514 INFO hook.py line 289 943558] Test: [50/78] Loss 0.5306 +[2025-02-27 03:01:21,541 INFO hook.py line 289 943558] Test: [51/78] Loss 2.2136 +[2025-02-27 03:01:21,573 INFO hook.py line 289 943558] Test: [52/78] Loss 1.0876 +[2025-02-27 03:01:21,598 INFO hook.py line 289 943558] Test: [53/78] Loss 0.5224 +[2025-02-27 03:01:21,631 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1294 +[2025-02-27 03:01:21,667 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0290 +[2025-02-27 03:01:21,705 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3494 +[2025-02-27 03:01:21,738 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5824 +[2025-02-27 03:01:21,765 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3271 +[2025-02-27 03:01:21,802 INFO hook.py line 289 943558] Test: [59/78] Loss 0.7922 +[2025-02-27 03:01:21,834 INFO hook.py line 289 943558] Test: [60/78] Loss 0.8614 +[2025-02-27 03:01:21,858 INFO hook.py line 289 943558] Test: [61/78] Loss 2.9366 +[2025-02-27 03:01:21,891 INFO hook.py line 289 943558] Test: [62/78] Loss 0.6694 +[2025-02-27 03:01:21,925 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3650 +[2025-02-27 03:01:21,978 INFO hook.py line 289 943558] Test: [64/78] Loss 1.1060 +[2025-02-27 03:01:22,006 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1575 +[2025-02-27 03:01:22,047 INFO hook.py line 289 943558] Test: [66/78] Loss 0.6074 +[2025-02-27 03:01:22,084 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3863 +[2025-02-27 03:01:22,117 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5088 +[2025-02-27 03:01:22,146 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3319 +[2025-02-27 03:01:22,198 INFO hook.py line 289 943558] Test: [70/78] Loss 0.9897 +[2025-02-27 03:01:22,238 INFO hook.py line 289 943558] Test: [71/78] Loss 1.4187 +[2025-02-27 03:01:22,287 INFO hook.py line 289 943558] Test: [72/78] Loss 0.9441 +[2025-02-27 03:01:22,335 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5105 +[2025-02-27 03:01:22,374 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1365 +[2025-02-27 03:01:22,421 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4396 +[2025-02-27 03:01:22,449 INFO hook.py line 289 943558] Test: [76/78] Loss 0.7036 +[2025-02-27 03:01:22,503 INFO hook.py line 289 943558] Test: [77/78] Loss 0.4249 +[2025-02-27 03:01:22,529 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5105 +[2025-02-27 03:01:24,068 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:01:24,068 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:01:24,068 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] wall : 0.8364 0.9438 +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] floor : 0.9598 0.9841 +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] cabinet : 0.4901 0.7615 +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] bed : 0.7534 0.8221 +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] chair : 0.8789 0.9474 +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] sofa : 0.7966 0.8605 +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] table : 0.6582 0.7125 +[2025-02-27 03:01:24,069 INFO hook.py line 232 943558] door : 0.6120 0.6990 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] window : 0.5721 0.7536 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] bookshelf : 0.6783 0.7594 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] picture : 0.3464 0.4570 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] counter : 0.5839 0.6651 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] desk : 0.5177 0.9095 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] curtain : 0.6190 0.6945 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] refridgerator : 0.3717 0.4190 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] shower curtain : 0.5354 0.5727 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] toilet : 0.9140 0.9666 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] sink : 0.6016 0.6536 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] bathtub : 0.8889 0.9283 +[2025-02-27 03:01:24,070 INFO hook.py line 232 943558] otherfurniture : 0.3182 0.3670 +[2025-02-27 03:01:24,070 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:01:24,070 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6466/0.7439/0.8719. +[2025-02-27 03:01:24,071 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:01:24,082 INFO misc.py line 164 943558] Currently Best mIoU: 0.6592 +[2025-02-27 03:01:24,082 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:01:48,313 INFO hook.py line 109 943558] Train: [75/100][50/60] Data 0.001 (0.007) Batch 0.207 (0.330) Remain 00:08:18 loss: 0.3445 Lr: 9.79631e-04 +[2025-02-27 03:01:50,424 INFO misc.py line 135 943558] Train result: loss: 0.2860 +[2025-02-27 03:01:50,510 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:02:08,865 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0807 +[2025-02-27 03:02:08,902 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3452 +[2025-02-27 03:02:09,107 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3931 +[2025-02-27 03:02:09,152 INFO hook.py line 289 943558] Test: [4/78] Loss 0.7190 +[2025-02-27 03:02:09,188 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5832 +[2025-02-27 03:02:09,236 INFO hook.py line 289 943558] Test: [6/78] Loss 2.0926 +[2025-02-27 03:02:09,282 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4671 +[2025-02-27 03:02:09,306 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2346 +[2025-02-27 03:02:09,345 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2769 +[2025-02-27 03:02:09,380 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4143 +[2025-02-27 03:02:09,422 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4939 +[2025-02-27 03:02:09,451 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5329 +[2025-02-27 03:02:09,495 INFO hook.py line 289 943558] Test: [13/78] Loss 1.0386 +[2025-02-27 03:02:09,532 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0074 +[2025-02-27 03:02:09,566 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8636 +[2025-02-27 03:02:09,608 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0709 +[2025-02-27 03:02:09,652 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5314 +[2025-02-27 03:02:09,683 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8513 +[2025-02-27 03:02:09,723 INFO hook.py line 289 943558] Test: [19/78] Loss 1.0630 +[2025-02-27 03:02:09,757 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4348 +[2025-02-27 03:02:09,790 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2363 +[2025-02-27 03:02:09,825 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3826 +[2025-02-27 03:02:09,849 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7945 +[2025-02-27 03:02:09,891 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4616 +[2025-02-27 03:02:09,928 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2669 +[2025-02-27 03:02:09,966 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9040 +[2025-02-27 03:02:10,013 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4962 +[2025-02-27 03:02:10,048 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0223 +[2025-02-27 03:02:10,081 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2276 +[2025-02-27 03:02:10,129 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3301 +[2025-02-27 03:02:10,187 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4602 +[2025-02-27 03:02:10,227 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6485 +[2025-02-27 03:02:10,277 INFO hook.py line 289 943558] Test: [33/78] Loss 0.3046 +[2025-02-27 03:02:10,312 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0290 +[2025-02-27 03:02:10,346 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4831 +[2025-02-27 03:02:10,383 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0265 +[2025-02-27 03:02:10,421 INFO hook.py line 289 943558] Test: [37/78] Loss 0.6006 +[2025-02-27 03:02:10,450 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2356 +[2025-02-27 03:02:10,507 INFO hook.py line 289 943558] Test: [39/78] Loss 2.0675 +[2025-02-27 03:02:10,547 INFO hook.py line 289 943558] Test: [40/78] Loss 1.4501 +[2025-02-27 03:02:10,586 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2625 +[2025-02-27 03:02:10,623 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1655 +[2025-02-27 03:02:10,664 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1439 +[2025-02-27 03:02:10,721 INFO hook.py line 289 943558] Test: [44/78] Loss 0.6198 +[2025-02-27 03:02:10,750 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7775 +[2025-02-27 03:02:10,796 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6927 +[2025-02-27 03:02:10,832 INFO hook.py line 289 943558] Test: [47/78] Loss 2.3432 +[2025-02-27 03:02:10,861 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6014 +[2025-02-27 03:02:10,889 INFO hook.py line 289 943558] Test: [49/78] Loss 1.3876 +[2025-02-27 03:02:10,917 INFO hook.py line 289 943558] Test: [50/78] Loss 0.5467 +[2025-02-27 03:02:10,941 INFO hook.py line 289 943558] Test: [51/78] Loss 1.6141 +[2025-02-27 03:02:10,971 INFO hook.py line 289 943558] Test: [52/78] Loss 0.8551 +[2025-02-27 03:02:10,993 INFO hook.py line 289 943558] Test: [53/78] Loss 0.6273 +[2025-02-27 03:02:11,023 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9556 +[2025-02-27 03:02:11,055 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0272 +[2025-02-27 03:02:11,090 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3981 +[2025-02-27 03:02:11,119 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4162 +[2025-02-27 03:02:11,142 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3251 +[2025-02-27 03:02:11,176 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9978 +[2025-02-27 03:02:11,205 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4977 +[2025-02-27 03:02:11,226 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5540 +[2025-02-27 03:02:11,256 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4394 +[2025-02-27 03:02:11,287 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5111 +[2025-02-27 03:02:11,338 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0046 +[2025-02-27 03:02:11,363 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9491 +[2025-02-27 03:02:11,400 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5052 +[2025-02-27 03:02:11,434 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3281 +[2025-02-27 03:02:11,463 INFO hook.py line 289 943558] Test: [68/78] Loss 0.4356 +[2025-02-27 03:02:11,489 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3799 +[2025-02-27 03:02:11,538 INFO hook.py line 289 943558] Test: [70/78] Loss 1.0705 +[2025-02-27 03:02:11,576 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1403 +[2025-02-27 03:02:11,623 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7083 +[2025-02-27 03:02:11,668 INFO hook.py line 289 943558] Test: [73/78] Loss 0.6712 +[2025-02-27 03:02:11,704 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2446 +[2025-02-27 03:02:11,749 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3480 +[2025-02-27 03:02:11,773 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8807 +[2025-02-27 03:02:11,825 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3213 +[2025-02-27 03:02:11,849 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7299 +[2025-02-27 03:02:13,180 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:02:13,180 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:02:13,180 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] wall : 0.8312 0.9469 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] floor : 0.9604 0.9831 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] cabinet : 0.5282 0.7854 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] bed : 0.7309 0.8364 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] chair : 0.8804 0.9444 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] sofa : 0.7990 0.8939 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] table : 0.6851 0.7682 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] door : 0.6145 0.7068 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] window : 0.5630 0.7189 +[2025-02-27 03:02:13,180 INFO hook.py line 232 943558] bookshelf : 0.6639 0.7289 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] picture : 0.3201 0.4509 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] counter : 0.6016 0.7233 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] desk : 0.5747 0.7991 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] curtain : 0.6154 0.7051 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] refridgerator : 0.4067 0.4833 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] shower curtain : 0.5644 0.6042 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] toilet : 0.9141 0.9453 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] sink : 0.6384 0.7095 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] bathtub : 0.8788 0.9313 +[2025-02-27 03:02:13,181 INFO hook.py line 232 943558] otherfurniture : 0.3179 0.3712 +[2025-02-27 03:02:13,181 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:02:13,181 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6544/0.7518/0.8743. +[2025-02-27 03:02:13,181 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:02:13,195 INFO misc.py line 164 943558] Currently Best mIoU: 0.6592 +[2025-02-27 03:02:13,196 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:02:34,848 INFO hook.py line 109 943558] Train: [76/100][50/60] Data 0.013 (0.005) Batch 0.261 (0.329) Remain 00:07:56 loss: 0.2704 Lr: 9.07434e-04 +[2025-02-27 03:02:37,479 INFO misc.py line 135 943558] Train result: loss: 0.2644 +[2025-02-27 03:02:37,564 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:02:57,136 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0799 +[2025-02-27 03:02:57,188 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3136 +[2025-02-27 03:02:57,460 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3725 +[2025-02-27 03:02:57,523 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6264 +[2025-02-27 03:02:57,569 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4850 +[2025-02-27 03:02:57,629 INFO hook.py line 289 943558] Test: [6/78] Loss 2.2755 +[2025-02-27 03:02:57,687 INFO hook.py line 289 943558] Test: [7/78] Loss 0.4360 +[2025-02-27 03:02:57,727 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2501 +[2025-02-27 03:03:07,242 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1486 +[2025-02-27 03:03:07,277 INFO hook.py line 289 943558] Test: [10/78] Loss 0.4187 +[2025-02-27 03:03:07,320 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4132 +[2025-02-27 03:03:07,361 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3925 +[2025-02-27 03:03:07,408 INFO hook.py line 289 943558] Test: [13/78] Loss 1.0687 +[2025-02-27 03:03:07,449 INFO hook.py line 289 943558] Test: [14/78] Loss 2.0375 +[2025-02-27 03:03:07,631 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8712 +[2025-02-27 03:03:07,673 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0642 +[2025-02-27 03:03:07,708 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6118 +[2025-02-27 03:03:07,740 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8267 +[2025-02-27 03:03:07,781 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1572 +[2025-02-27 03:03:07,815 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3195 +[2025-02-27 03:03:07,852 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2326 +[2025-02-27 03:03:07,894 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4213 +[2025-02-27 03:03:07,922 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7681 +[2025-02-27 03:03:07,964 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5024 +[2025-02-27 03:03:08,005 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0255 +[2025-02-27 03:03:08,047 INFO hook.py line 289 943558] Test: [26/78] Loss 0.8375 +[2025-02-27 03:03:08,106 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4878 +[2025-02-27 03:03:08,145 INFO hook.py line 289 943558] Test: [28/78] Loss 1.9922 +[2025-02-27 03:03:08,179 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2333 +[2025-02-27 03:03:08,235 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3677 +[2025-02-27 03:03:08,288 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3437 +[2025-02-27 03:03:08,321 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5751 +[2025-02-27 03:03:08,373 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1563 +[2025-02-27 03:03:08,409 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7525 +[2025-02-27 03:03:08,445 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5346 +[2025-02-27 03:03:08,481 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0424 +[2025-02-27 03:03:08,518 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5219 +[2025-02-27 03:03:08,564 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2605 +[2025-02-27 03:03:08,632 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2745 +[2025-02-27 03:03:08,678 INFO hook.py line 289 943558] Test: [40/78] Loss 1.5297 +[2025-02-27 03:03:08,719 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3007 +[2025-02-27 03:03:08,745 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1286 +[2025-02-27 03:03:08,779 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1470 +[2025-02-27 03:03:08,838 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4869 +[2025-02-27 03:03:08,875 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7502 +[2025-02-27 03:03:08,922 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6777 +[2025-02-27 03:03:08,957 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9195 +[2025-02-27 03:03:08,989 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5610 +[2025-02-27 03:03:09,020 INFO hook.py line 289 943558] Test: [49/78] Loss 1.3856 +[2025-02-27 03:03:09,052 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6676 +[2025-02-27 03:03:09,080 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4230 +[2025-02-27 03:03:09,111 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7816 +[2025-02-27 03:03:09,136 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3530 +[2025-02-27 03:03:09,170 INFO hook.py line 289 943558] Test: [54/78] Loss 2.3240 +[2025-02-27 03:03:09,206 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0306 +[2025-02-27 03:03:09,248 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2898 +[2025-02-27 03:03:09,280 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4728 +[2025-02-27 03:03:09,306 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3012 +[2025-02-27 03:03:09,342 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9793 +[2025-02-27 03:03:09,374 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7706 +[2025-02-27 03:03:09,397 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5785 +[2025-02-27 03:03:09,429 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4613 +[2025-02-27 03:03:09,464 INFO hook.py line 289 943558] Test: [63/78] Loss 1.3605 +[2025-02-27 03:03:09,517 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0786 +[2025-02-27 03:03:09,543 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8389 +[2025-02-27 03:03:09,581 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4399 +[2025-02-27 03:03:09,617 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3309 +[2025-02-27 03:03:09,648 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5709 +[2025-02-27 03:03:09,677 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3506 +[2025-02-27 03:03:09,729 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1473 +[2025-02-27 03:03:09,769 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0473 +[2025-02-27 03:03:09,817 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5705 +[2025-02-27 03:03:09,864 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5736 +[2025-02-27 03:03:09,903 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3996 +[2025-02-27 03:03:09,951 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3478 +[2025-02-27 03:03:09,978 INFO hook.py line 289 943558] Test: [76/78] Loss 0.8522 +[2025-02-27 03:03:10,032 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3620 +[2025-02-27 03:03:10,057 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5856 +[2025-02-27 03:03:11,484 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:03:11,484 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:03:11,484 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] wall : 0.8363 0.9453 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] floor : 0.9561 0.9865 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] cabinet : 0.5537 0.7351 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] bed : 0.7553 0.8402 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] chair : 0.8896 0.9379 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] sofa : 0.7926 0.8934 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] table : 0.6692 0.7833 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] door : 0.6208 0.7389 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] window : 0.5579 0.7444 +[2025-02-27 03:03:11,485 INFO hook.py line 232 943558] bookshelf : 0.6751 0.7799 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] picture : 0.3370 0.4171 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] counter : 0.6084 0.7529 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] desk : 0.5675 0.7694 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] curtain : 0.6276 0.7025 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] refridgerator : 0.4150 0.5096 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] shower curtain : 0.6084 0.6605 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] toilet : 0.9246 0.9586 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] sink : 0.6396 0.7096 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] bathtub : 0.8861 0.9254 +[2025-02-27 03:03:11,486 INFO hook.py line 232 943558] otherfurniture : 0.3323 0.3900 +[2025-02-27 03:03:11,486 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:03:11,486 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6627/0.7590/0.8772. +[2025-02-27 03:03:11,487 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:03:11,495 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6627 +[2025-02-27 03:03:11,495 INFO misc.py line 164 943558] Currently Best mIoU: 0.6627 +[2025-02-27 03:03:11,495 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:03:35,643 INFO hook.py line 109 943558] Train: [77/100][50/60] Data 0.003 (0.005) Batch 0.209 (0.302) Remain 00:06:59 loss: 0.3298 Lr: 8.37526e-04 +[2025-02-27 03:03:37,756 INFO misc.py line 135 943558] Train result: loss: 0.2773 +[2025-02-27 03:03:37,831 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:03:58,132 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0808 +[2025-02-27 03:03:58,171 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3448 +[2025-02-27 03:03:58,369 INFO hook.py line 289 943558] Test: [3/78] Loss 0.6141 +[2025-02-27 03:03:58,582 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5579 +[2025-02-27 03:03:58,614 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4239 +[2025-02-27 03:03:58,675 INFO hook.py line 289 943558] Test: [6/78] Loss 2.7176 +[2025-02-27 03:03:58,721 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7259 +[2025-02-27 03:03:58,750 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2408 +[2025-02-27 03:03:58,795 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0759 +[2025-02-27 03:03:58,828 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3703 +[2025-02-27 03:03:58,873 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3464 +[2025-02-27 03:03:58,919 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3959 +[2025-02-27 03:03:58,964 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4535 +[2025-02-27 03:03:59,005 INFO hook.py line 289 943558] Test: [14/78] Loss 2.4168 +[2025-02-27 03:03:59,041 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8046 +[2025-02-27 03:03:59,084 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0742 +[2025-02-27 03:03:59,123 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5037 +[2025-02-27 03:03:59,167 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7200 +[2025-02-27 03:03:59,211 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2714 +[2025-02-27 03:03:59,252 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4954 +[2025-02-27 03:03:59,298 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2457 +[2025-02-27 03:03:59,334 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3149 +[2025-02-27 03:03:59,366 INFO hook.py line 289 943558] Test: [23/78] Loss 1.0216 +[2025-02-27 03:03:59,416 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5869 +[2025-02-27 03:03:59,468 INFO hook.py line 289 943558] Test: [25/78] Loss 0.7604 +[2025-02-27 03:03:59,513 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7966 +[2025-02-27 03:03:59,565 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3256 +[2025-02-27 03:03:59,597 INFO hook.py line 289 943558] Test: [28/78] Loss 1.8571 +[2025-02-27 03:03:59,630 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2423 +[2025-02-27 03:03:59,680 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3437 +[2025-02-27 03:03:59,744 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3948 +[2025-02-27 03:03:59,780 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4888 +[2025-02-27 03:03:59,830 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1800 +[2025-02-27 03:03:59,871 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7157 +[2025-02-27 03:03:59,906 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5282 +[2025-02-27 03:03:59,942 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8533 +[2025-02-27 03:03:59,980 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4048 +[2025-02-27 03:04:00,015 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2251 +[2025-02-27 03:04:00,073 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1443 +[2025-02-27 03:04:00,118 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6003 +[2025-02-27 03:04:00,166 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2472 +[2025-02-27 03:04:00,199 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1364 +[2025-02-27 03:04:00,232 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1156 +[2025-02-27 03:04:00,286 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4559 +[2025-02-27 03:04:00,320 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8708 +[2025-02-27 03:04:00,370 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6541 +[2025-02-27 03:04:00,416 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1196 +[2025-02-27 03:04:00,450 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5395 +[2025-02-27 03:04:00,481 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4449 +[2025-02-27 03:04:00,511 INFO hook.py line 289 943558] Test: [50/78] Loss 0.5411 +[2025-02-27 03:04:00,538 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2316 +[2025-02-27 03:04:00,570 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7612 +[2025-02-27 03:04:00,594 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3094 +[2025-02-27 03:04:00,627 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9955 +[2025-02-27 03:04:00,662 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0331 +[2025-02-27 03:04:00,700 INFO hook.py line 289 943558] Test: [56/78] Loss 0.1969 +[2025-02-27 03:04:00,731 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5107 +[2025-02-27 03:04:00,756 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3125 +[2025-02-27 03:04:00,792 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0949 +[2025-02-27 03:04:00,824 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5685 +[2025-02-27 03:04:00,848 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6744 +[2025-02-27 03:04:00,880 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3848 +[2025-02-27 03:04:00,914 INFO hook.py line 289 943558] Test: [63/78] Loss 1.6167 +[2025-02-27 03:04:00,967 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0787 +[2025-02-27 03:04:00,994 INFO hook.py line 289 943558] Test: [65/78] Loss 0.7443 +[2025-02-27 03:04:01,033 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4818 +[2025-02-27 03:04:01,070 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3309 +[2025-02-27 03:04:01,101 INFO hook.py line 289 943558] Test: [68/78] Loss 0.4174 +[2025-02-27 03:04:01,130 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3635 +[2025-02-27 03:04:01,182 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1198 +[2025-02-27 03:04:01,222 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8654 +[2025-02-27 03:04:01,271 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5797 +[2025-02-27 03:04:01,320 INFO hook.py line 289 943558] Test: [73/78] Loss 0.6983 +[2025-02-27 03:04:01,359 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2302 +[2025-02-27 03:04:01,406 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3847 +[2025-02-27 03:04:01,434 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9022 +[2025-02-27 03:04:01,487 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3078 +[2025-02-27 03:04:01,513 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7612 +[2025-02-27 03:04:03,004 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:04:03,005 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:04:03,005 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] wall : 0.8329 0.9471 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] floor : 0.9590 0.9851 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] cabinet : 0.5621 0.7338 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] bed : 0.7653 0.8370 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] chair : 0.8856 0.9392 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] sofa : 0.7845 0.8789 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] table : 0.6637 0.8038 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] door : 0.6204 0.7415 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] window : 0.5665 0.7649 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] bookshelf : 0.6971 0.8029 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] picture : 0.3399 0.4422 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] counter : 0.6067 0.8008 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] desk : 0.5458 0.6957 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] curtain : 0.6195 0.6872 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] refridgerator : 0.3858 0.4231 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] shower curtain : 0.6126 0.6591 +[2025-02-27 03:04:03,005 INFO hook.py line 232 943558] toilet : 0.9293 0.9619 +[2025-02-27 03:04:03,006 INFO hook.py line 232 943558] sink : 0.6341 0.7143 +[2025-02-27 03:04:03,006 INFO hook.py line 232 943558] bathtub : 0.8835 0.9217 +[2025-02-27 03:04:03,006 INFO hook.py line 232 943558] otherfurniture : 0.3302 0.3823 +[2025-02-27 03:04:03,006 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:04:03,006 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6612/0.7561/0.8773. +[2025-02-27 03:04:03,006 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:04:03,023 INFO misc.py line 164 943558] Currently Best mIoU: 0.6627 +[2025-02-27 03:04:03,023 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:04:27,077 INFO hook.py line 109 943558] Train: [78/100][50/60] Data 0.001 (0.005) Batch 0.205 (0.312) Remain 00:06:54 loss: 0.1625 Lr: 7.69983e-04 +[2025-02-27 03:04:29,213 INFO misc.py line 135 943558] Train result: loss: 0.2611 +[2025-02-27 03:04:29,284 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:04:47,871 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0754 +[2025-02-27 03:04:48,231 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3340 +[2025-02-27 03:04:49,340 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4590 +[2025-02-27 03:04:49,877 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6537 +[2025-02-27 03:04:49,923 INFO hook.py line 289 943558] Test: [5/78] Loss 0.6334 +[2025-02-27 03:04:49,975 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5653 +[2025-02-27 03:04:50,025 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7080 +[2025-02-27 03:04:50,056 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2360 +[2025-02-27 03:04:50,097 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2591 +[2025-02-27 03:04:50,141 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3825 +[2025-02-27 03:04:50,198 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4356 +[2025-02-27 03:04:50,242 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4220 +[2025-02-27 03:04:50,288 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4152 +[2025-02-27 03:04:50,337 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2699 +[2025-02-27 03:04:50,372 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7907 +[2025-02-27 03:04:50,418 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0591 +[2025-02-27 03:04:50,453 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5486 +[2025-02-27 03:04:50,487 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7498 +[2025-02-27 03:04:50,530 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2915 +[2025-02-27 03:04:50,576 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4659 +[2025-02-27 03:04:50,610 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2418 +[2025-02-27 03:04:50,649 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3346 +[2025-02-27 03:04:50,678 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8428 +[2025-02-27 03:04:50,720 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3909 +[2025-02-27 03:04:50,771 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0712 +[2025-02-27 03:04:50,811 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7229 +[2025-02-27 03:04:50,861 INFO hook.py line 289 943558] Test: [27/78] Loss 1.6557 +[2025-02-27 03:04:50,900 INFO hook.py line 289 943558] Test: [28/78] Loss 1.9056 +[2025-02-27 03:04:50,935 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2371 +[2025-02-27 03:04:50,999 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4069 +[2025-02-27 03:04:51,052 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3482 +[2025-02-27 03:04:51,084 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6382 +[2025-02-27 03:04:51,134 INFO hook.py line 289 943558] Test: [33/78] Loss 0.2156 +[2025-02-27 03:04:51,171 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9635 +[2025-02-27 03:04:51,207 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4339 +[2025-02-27 03:04:51,253 INFO hook.py line 289 943558] Test: [36/78] Loss 0.8275 +[2025-02-27 03:04:51,302 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4733 +[2025-02-27 03:04:51,343 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2085 +[2025-02-27 03:04:51,401 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3570 +[2025-02-27 03:04:51,442 INFO hook.py line 289 943558] Test: [40/78] Loss 1.8351 +[2025-02-27 03:04:51,485 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1731 +[2025-02-27 03:04:51,511 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1403 +[2025-02-27 03:04:51,549 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1142 +[2025-02-27 03:04:51,603 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4610 +[2025-02-27 03:04:51,646 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8321 +[2025-02-27 03:04:51,698 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6954 +[2025-02-27 03:04:51,734 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1934 +[2025-02-27 03:04:51,765 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5553 +[2025-02-27 03:04:51,795 INFO hook.py line 289 943558] Test: [49/78] Loss 1.7247 +[2025-02-27 03:04:51,825 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7346 +[2025-02-27 03:04:51,852 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4396 +[2025-02-27 03:04:51,884 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6796 +[2025-02-27 03:04:51,908 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3709 +[2025-02-27 03:04:51,941 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9889 +[2025-02-27 03:04:51,976 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0322 +[2025-02-27 03:04:52,013 INFO hook.py line 289 943558] Test: [56/78] Loss 0.4546 +[2025-02-27 03:04:52,044 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4873 +[2025-02-27 03:04:52,069 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3650 +[2025-02-27 03:04:52,105 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1392 +[2025-02-27 03:04:52,137 INFO hook.py line 289 943558] Test: [60/78] Loss 0.3779 +[2025-02-27 03:04:52,160 INFO hook.py line 289 943558] Test: [61/78] Loss 2.2191 +[2025-02-27 03:04:52,192 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4235 +[2025-02-27 03:04:52,225 INFO hook.py line 289 943558] Test: [63/78] Loss 1.6204 +[2025-02-27 03:04:52,278 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9274 +[2025-02-27 03:04:52,305 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9443 +[2025-02-27 03:04:52,345 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3761 +[2025-02-27 03:04:52,381 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2987 +[2025-02-27 03:04:52,413 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6630 +[2025-02-27 03:04:52,442 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3640 +[2025-02-27 03:04:52,495 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1477 +[2025-02-27 03:04:52,535 INFO hook.py line 289 943558] Test: [71/78] Loss 1.1823 +[2025-02-27 03:04:52,584 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3172 +[2025-02-27 03:04:52,631 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5877 +[2025-02-27 03:04:52,671 INFO hook.py line 289 943558] Test: [74/78] Loss 1.9652 +[2025-02-27 03:04:52,720 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4545 +[2025-02-27 03:04:52,749 INFO hook.py line 289 943558] Test: [76/78] Loss 1.1233 +[2025-02-27 03:04:52,803 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3032 +[2025-02-27 03:04:52,828 INFO hook.py line 289 943558] Test: [78/78] Loss 1.1138 +[2025-02-27 03:04:54,431 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:04:54,431 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:04:54,431 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] wall : 0.8349 0.9581 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] floor : 0.9589 0.9854 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] cabinet : 0.5486 0.7577 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] bed : 0.7558 0.8353 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] chair : 0.8789 0.9184 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] sofa : 0.7616 0.9397 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] table : 0.6647 0.7803 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] door : 0.6031 0.7012 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] window : 0.5620 0.7206 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] bookshelf : 0.7201 0.7868 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] picture : 0.3092 0.3517 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] counter : 0.5957 0.7837 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] desk : 0.5359 0.7082 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] curtain : 0.6237 0.7360 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] refridgerator : 0.4216 0.4406 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] shower curtain : 0.5929 0.6427 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] toilet : 0.9320 0.9673 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] sink : 0.6463 0.7122 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] bathtub : 0.8705 0.9300 +[2025-02-27 03:04:54,432 INFO hook.py line 232 943558] otherfurniture : 0.3274 0.3708 +[2025-02-27 03:04:54,432 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:04:54,432 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6572/0.7513/0.8766. +[2025-02-27 03:04:54,433 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:04:54,434 INFO misc.py line 164 943558] Currently Best mIoU: 0.6627 +[2025-02-27 03:04:54,434 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:05:18,670 INFO hook.py line 109 943558] Train: [79/100][50/60] Data 0.002 (0.006) Batch 0.232 (0.332) Remain 00:07:01 loss: 0.2575 Lr: 7.04878e-04 +[2025-02-27 03:05:20,729 INFO misc.py line 135 943558] Train result: loss: 0.2637 +[2025-02-27 03:05:20,819 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:05:39,412 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0713 +[2025-02-27 03:05:39,448 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3185 +[2025-02-27 03:05:39,489 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2785 +[2025-02-27 03:05:39,535 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6614 +[2025-02-27 03:05:39,579 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5134 +[2025-02-27 03:05:39,829 INFO hook.py line 289 943558] Test: [6/78] Loss 2.4430 +[2025-02-27 03:05:39,874 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7415 +[2025-02-27 03:05:39,900 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2169 +[2025-02-27 03:05:39,940 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1747 +[2025-02-27 03:05:39,971 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3298 +[2025-02-27 03:05:40,015 INFO hook.py line 289 943558] Test: [11/78] Loss 0.3952 +[2025-02-27 03:05:40,048 INFO hook.py line 289 943558] Test: [12/78] Loss 0.5024 +[2025-02-27 03:05:40,091 INFO hook.py line 289 943558] Test: [13/78] Loss 1.7051 +[2025-02-27 03:05:40,129 INFO hook.py line 289 943558] Test: [14/78] Loss 2.4156 +[2025-02-27 03:05:40,165 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9501 +[2025-02-27 03:05:40,209 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0515 +[2025-02-27 03:05:40,245 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5187 +[2025-02-27 03:05:40,276 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8121 +[2025-02-27 03:05:40,318 INFO hook.py line 289 943558] Test: [19/78] Loss 1.4172 +[2025-02-27 03:05:40,350 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5737 +[2025-02-27 03:05:40,384 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2639 +[2025-02-27 03:05:40,430 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3720 +[2025-02-27 03:05:40,467 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8585 +[2025-02-27 03:05:40,507 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5535 +[2025-02-27 03:05:40,546 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0290 +[2025-02-27 03:05:40,585 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7044 +[2025-02-27 03:05:40,632 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4074 +[2025-02-27 03:05:40,663 INFO hook.py line 289 943558] Test: [28/78] Loss 1.9238 +[2025-02-27 03:05:40,691 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2590 +[2025-02-27 03:05:40,741 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4356 +[2025-02-27 03:05:40,793 INFO hook.py line 289 943558] Test: [31/78] Loss 0.2942 +[2025-02-27 03:05:40,823 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5255 +[2025-02-27 03:05:40,871 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1879 +[2025-02-27 03:05:40,906 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9164 +[2025-02-27 03:05:40,940 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4284 +[2025-02-27 03:05:40,980 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0464 +[2025-02-27 03:05:41,028 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5486 +[2025-02-27 03:05:41,055 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2200 +[2025-02-27 03:05:41,112 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3425 +[2025-02-27 03:05:41,153 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6537 +[2025-02-27 03:05:41,192 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2486 +[2025-02-27 03:05:41,217 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1329 +[2025-02-27 03:05:41,249 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1065 +[2025-02-27 03:05:41,301 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4851 +[2025-02-27 03:05:41,330 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8098 +[2025-02-27 03:05:41,376 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7004 +[2025-02-27 03:05:41,409 INFO hook.py line 289 943558] Test: [47/78] Loss 2.2972 +[2025-02-27 03:05:41,437 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6117 +[2025-02-27 03:05:41,466 INFO hook.py line 289 943558] Test: [49/78] Loss 1.7138 +[2025-02-27 03:05:41,493 INFO hook.py line 289 943558] Test: [50/78] Loss 1.2033 +[2025-02-27 03:05:41,520 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4746 +[2025-02-27 03:05:41,549 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6920 +[2025-02-27 03:05:41,571 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3776 +[2025-02-27 03:05:41,601 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1508 +[2025-02-27 03:05:41,633 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0327 +[2025-02-27 03:05:41,669 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3174 +[2025-02-27 03:05:41,697 INFO hook.py line 289 943558] Test: [57/78] Loss 0.4966 +[2025-02-27 03:05:41,720 INFO hook.py line 289 943558] Test: [58/78] Loss 0.4517 +[2025-02-27 03:05:41,754 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1342 +[2025-02-27 03:05:41,783 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4250 +[2025-02-27 03:05:41,804 INFO hook.py line 289 943558] Test: [61/78] Loss 2.3122 +[2025-02-27 03:05:41,834 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4375 +[2025-02-27 03:05:41,865 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4405 +[2025-02-27 03:05:41,916 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9717 +[2025-02-27 03:05:41,940 INFO hook.py line 289 943558] Test: [65/78] Loss 1.1459 +[2025-02-27 03:05:41,976 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4255 +[2025-02-27 03:05:42,010 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3329 +[2025-02-27 03:05:42,038 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6828 +[2025-02-27 03:05:42,064 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3638 +[2025-02-27 03:05:42,114 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1757 +[2025-02-27 03:05:42,152 INFO hook.py line 289 943558] Test: [71/78] Loss 1.0752 +[2025-02-27 03:05:42,199 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3027 +[2025-02-27 03:05:42,244 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4775 +[2025-02-27 03:05:42,280 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3756 +[2025-02-27 03:05:42,324 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4678 +[2025-02-27 03:05:42,349 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0057 +[2025-02-27 03:05:42,401 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2939 +[2025-02-27 03:05:42,423 INFO hook.py line 289 943558] Test: [78/78] Loss 0.9998 +[2025-02-27 03:05:43,567 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:05:43,567 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:05:43,567 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] wall : 0.8387 0.9484 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] floor : 0.9595 0.9852 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] cabinet : 0.5510 0.7321 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] bed : 0.7502 0.8106 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] chair : 0.8836 0.9412 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] sofa : 0.7707 0.9034 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] table : 0.6590 0.7740 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] door : 0.6196 0.7313 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] window : 0.5694 0.7412 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] bookshelf : 0.7064 0.7894 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] picture : 0.3387 0.4138 +[2025-02-27 03:05:43,567 INFO hook.py line 232 943558] counter : 0.5866 0.7721 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] desk : 0.5244 0.7371 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] curtain : 0.6367 0.7313 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] refridgerator : 0.4310 0.4682 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] shower curtain : 0.6818 0.7653 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] toilet : 0.9294 0.9617 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] sink : 0.6462 0.7468 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] bathtub : 0.8555 0.9329 +[2025-02-27 03:05:43,568 INFO hook.py line 232 943558] otherfurniture : 0.3363 0.4005 +[2025-02-27 03:05:43,568 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:05:43,568 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6637/0.7643/0.8776. +[2025-02-27 03:05:43,568 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:05:43,575 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6637 +[2025-02-27 03:05:43,576 INFO misc.py line 164 943558] Currently Best mIoU: 0.6637 +[2025-02-27 03:05:43,576 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:06:07,545 INFO hook.py line 109 943558] Train: [80/100][50/60] Data 0.002 (0.006) Batch 0.351 (0.365) Remain 00:07:21 loss: 0.3302 Lr: 6.42284e-04 +[2025-02-27 03:06:10,047 INFO misc.py line 135 943558] Train result: loss: 0.2699 +[2025-02-27 03:06:10,128 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:06:28,928 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0752 +[2025-02-27 03:06:28,978 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4605 +[2025-02-27 03:06:29,412 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4590 +[2025-02-27 03:06:29,474 INFO hook.py line 289 943558] Test: [4/78] Loss 0.5811 +[2025-02-27 03:06:29,516 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5365 +[2025-02-27 03:06:29,586 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5751 +[2025-02-27 03:06:29,641 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5629 +[2025-02-27 03:06:29,682 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2445 +[2025-02-27 03:06:29,741 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0457 +[2025-02-27 03:06:38,506 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3306 +[2025-02-27 03:06:38,551 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4993 +[2025-02-27 03:06:38,582 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4564 +[2025-02-27 03:06:38,630 INFO hook.py line 289 943558] Test: [13/78] Loss 1.8355 +[2025-02-27 03:06:38,677 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2206 +[2025-02-27 03:06:38,718 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9730 +[2025-02-27 03:06:38,761 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0447 +[2025-02-27 03:06:38,796 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5502 +[2025-02-27 03:06:38,842 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7170 +[2025-02-27 03:06:38,883 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2911 +[2025-02-27 03:06:38,936 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5225 +[2025-02-27 03:06:38,971 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2244 +[2025-02-27 03:06:39,020 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3821 +[2025-02-27 03:06:39,054 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8434 +[2025-02-27 03:06:39,096 INFO hook.py line 289 943558] Test: [24/78] Loss 1.2543 +[2025-02-27 03:06:39,145 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2272 +[2025-02-27 03:06:39,187 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7689 +[2025-02-27 03:06:39,235 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4954 +[2025-02-27 03:06:39,276 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0527 +[2025-02-27 03:06:39,320 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2492 +[2025-02-27 03:06:39,374 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4683 +[2025-02-27 03:06:39,433 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4102 +[2025-02-27 03:06:39,468 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5130 +[2025-02-27 03:06:39,521 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1589 +[2025-02-27 03:06:39,557 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8426 +[2025-02-27 03:06:39,595 INFO hook.py line 289 943558] Test: [35/78] Loss 0.6020 +[2025-02-27 03:06:39,638 INFO hook.py line 289 943558] Test: [36/78] Loss 0.7241 +[2025-02-27 03:06:39,680 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4691 +[2025-02-27 03:06:39,711 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2225 +[2025-02-27 03:06:39,769 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3619 +[2025-02-27 03:06:39,812 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6347 +[2025-02-27 03:06:39,862 INFO hook.py line 289 943558] Test: [41/78] Loss 1.1377 +[2025-02-27 03:06:39,888 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1215 +[2025-02-27 03:06:39,932 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1105 +[2025-02-27 03:06:39,995 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4538 +[2025-02-27 03:06:40,028 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6960 +[2025-02-27 03:06:40,072 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7147 +[2025-02-27 03:06:40,109 INFO hook.py line 289 943558] Test: [47/78] Loss 2.3568 +[2025-02-27 03:06:40,139 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6366 +[2025-02-27 03:06:40,170 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5255 +[2025-02-27 03:06:40,201 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7745 +[2025-02-27 03:06:40,228 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5932 +[2025-02-27 03:06:40,260 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7736 +[2025-02-27 03:06:40,287 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3213 +[2025-02-27 03:06:40,321 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1435 +[2025-02-27 03:06:40,357 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0283 +[2025-02-27 03:06:40,395 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2307 +[2025-02-27 03:06:40,426 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5824 +[2025-02-27 03:06:40,452 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3768 +[2025-02-27 03:06:40,489 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9597 +[2025-02-27 03:06:40,522 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5124 +[2025-02-27 03:06:40,546 INFO hook.py line 289 943558] Test: [61/78] Loss 2.4685 +[2025-02-27 03:06:40,579 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3920 +[2025-02-27 03:06:40,612 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4969 +[2025-02-27 03:06:40,665 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0537 +[2025-02-27 03:06:40,691 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9365 +[2025-02-27 03:06:40,729 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4813 +[2025-02-27 03:06:40,765 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3480 +[2025-02-27 03:06:40,797 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6081 +[2025-02-27 03:06:40,826 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3650 +[2025-02-27 03:06:40,878 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1734 +[2025-02-27 03:06:40,918 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9510 +[2025-02-27 03:06:40,968 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7609 +[2025-02-27 03:06:41,016 INFO hook.py line 289 943558] Test: [73/78] Loss 0.3747 +[2025-02-27 03:06:41,055 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2164 +[2025-02-27 03:06:41,101 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3991 +[2025-02-27 03:06:41,129 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0661 +[2025-02-27 03:06:41,183 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2864 +[2025-02-27 03:06:41,208 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5973 +[2025-02-27 03:06:42,829 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:06:42,829 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:06:42,829 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:06:42,829 INFO hook.py line 232 943558] wall : 0.8337 0.9567 +[2025-02-27 03:06:42,829 INFO hook.py line 232 943558] floor : 0.9593 0.9849 +[2025-02-27 03:06:42,829 INFO hook.py line 232 943558] cabinet : 0.5668 0.7294 +[2025-02-27 03:06:42,829 INFO hook.py line 232 943558] bed : 0.7340 0.8372 +[2025-02-27 03:06:42,829 INFO hook.py line 232 943558] chair : 0.8796 0.9488 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] sofa : 0.7901 0.9171 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] table : 0.6731 0.7664 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] door : 0.6143 0.7211 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] window : 0.5612 0.6920 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] bookshelf : 0.7027 0.7940 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] picture : 0.3266 0.4061 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] counter : 0.5776 0.7586 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] desk : 0.5538 0.7773 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] curtain : 0.6343 0.7006 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] refridgerator : 0.4297 0.4885 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] shower curtain : 0.6261 0.6774 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] toilet : 0.9235 0.9545 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] sink : 0.6420 0.7256 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] bathtub : 0.8566 0.9274 +[2025-02-27 03:06:42,830 INFO hook.py line 232 943558] otherfurniture : 0.3243 0.3723 +[2025-02-27 03:06:42,830 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:06:42,830 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6605/0.7568/0.8779. +[2025-02-27 03:06:42,831 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:06:42,851 INFO misc.py line 164 943558] Currently Best mIoU: 0.6637 +[2025-02-27 03:06:42,852 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:07:06,915 INFO hook.py line 109 943558] Train: [81/100][50/60] Data 0.002 (0.005) Batch 0.226 (0.311) Remain 00:05:58 loss: 0.2976 Lr: 5.82268e-04 +[2025-02-27 03:07:09,056 INFO misc.py line 135 943558] Train result: loss: 0.2664 +[2025-02-27 03:07:09,138 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:07:29,665 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0765 +[2025-02-27 03:07:29,959 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4483 +[2025-02-27 03:07:30,000 INFO hook.py line 289 943558] Test: [3/78] Loss 0.6186 +[2025-02-27 03:07:30,048 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6123 +[2025-02-27 03:07:30,086 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4934 +[2025-02-27 03:07:30,152 INFO hook.py line 289 943558] Test: [6/78] Loss 2.8001 +[2025-02-27 03:07:30,208 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7420 +[2025-02-27 03:07:30,240 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2437 +[2025-02-27 03:07:30,291 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1632 +[2025-02-27 03:07:30,335 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3490 +[2025-02-27 03:07:30,382 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4168 +[2025-02-27 03:07:30,419 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4359 +[2025-02-27 03:07:30,469 INFO hook.py line 289 943558] Test: [13/78] Loss 1.5701 +[2025-02-27 03:07:30,518 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5338 +[2025-02-27 03:07:30,561 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8076 +[2025-02-27 03:07:30,614 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0535 +[2025-02-27 03:07:30,649 INFO hook.py line 289 943558] Test: [17/78] Loss 0.6285 +[2025-02-27 03:07:30,682 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6618 +[2025-02-27 03:07:30,730 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1780 +[2025-02-27 03:07:30,767 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4273 +[2025-02-27 03:07:30,807 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2289 +[2025-02-27 03:07:30,845 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3606 +[2025-02-27 03:07:30,890 INFO hook.py line 289 943558] Test: [23/78] Loss 1.1342 +[2025-02-27 03:07:30,941 INFO hook.py line 289 943558] Test: [24/78] Loss 1.5020 +[2025-02-27 03:07:30,979 INFO hook.py line 289 943558] Test: [25/78] Loss 0.9516 +[2025-02-27 03:07:31,020 INFO hook.py line 289 943558] Test: [26/78] Loss 0.9180 +[2025-02-27 03:07:31,069 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4251 +[2025-02-27 03:07:31,111 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0247 +[2025-02-27 03:07:31,141 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2379 +[2025-02-27 03:07:31,202 INFO hook.py line 289 943558] Test: [30/78] Loss 0.5110 +[2025-02-27 03:07:31,256 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3712 +[2025-02-27 03:07:31,289 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5275 +[2025-02-27 03:07:31,338 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1769 +[2025-02-27 03:07:31,375 INFO hook.py line 289 943558] Test: [34/78] Loss 1.0042 +[2025-02-27 03:07:31,426 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4850 +[2025-02-27 03:07:31,466 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0384 +[2025-02-27 03:07:31,501 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5016 +[2025-02-27 03:07:31,543 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2097 +[2025-02-27 03:07:31,612 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2340 +[2025-02-27 03:07:31,658 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6842 +[2025-02-27 03:07:31,699 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2097 +[2025-02-27 03:07:31,726 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1237 +[2025-02-27 03:07:31,760 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1120 +[2025-02-27 03:07:31,813 INFO hook.py line 289 943558] Test: [44/78] Loss 0.3501 +[2025-02-27 03:07:31,843 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6941 +[2025-02-27 03:07:31,895 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7184 +[2025-02-27 03:07:31,933 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9298 +[2025-02-27 03:07:31,965 INFO hook.py line 289 943558] Test: [48/78] Loss 0.6751 +[2025-02-27 03:07:31,996 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6012 +[2025-02-27 03:07:32,027 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7223 +[2025-02-27 03:07:32,055 INFO hook.py line 289 943558] Test: [51/78] Loss 1.2657 +[2025-02-27 03:07:32,086 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7539 +[2025-02-27 03:07:32,111 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3195 +[2025-02-27 03:07:32,144 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1921 +[2025-02-27 03:07:32,179 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0288 +[2025-02-27 03:07:32,218 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2888 +[2025-02-27 03:07:32,249 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5617 +[2025-02-27 03:07:32,274 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3143 +[2025-02-27 03:07:32,310 INFO hook.py line 289 943558] Test: [59/78] Loss 1.2196 +[2025-02-27 03:07:32,341 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5556 +[2025-02-27 03:07:32,365 INFO hook.py line 289 943558] Test: [61/78] Loss 2.3852 +[2025-02-27 03:07:32,397 INFO hook.py line 289 943558] Test: [62/78] Loss 0.5122 +[2025-02-27 03:07:32,430 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4332 +[2025-02-27 03:07:32,484 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9755 +[2025-02-27 03:07:32,510 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8196 +[2025-02-27 03:07:32,549 INFO hook.py line 289 943558] Test: [66/78] Loss 0.5084 +[2025-02-27 03:07:32,585 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3110 +[2025-02-27 03:07:32,617 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5502 +[2025-02-27 03:07:32,646 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3465 +[2025-02-27 03:07:32,698 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2648 +[2025-02-27 03:07:32,740 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8428 +[2025-02-27 03:07:32,788 INFO hook.py line 289 943558] Test: [72/78] Loss 0.5142 +[2025-02-27 03:07:32,836 INFO hook.py line 289 943558] Test: [73/78] Loss 0.6297 +[2025-02-27 03:07:32,876 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1950 +[2025-02-27 03:07:32,922 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4616 +[2025-02-27 03:07:32,954 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0121 +[2025-02-27 03:07:33,007 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3008 +[2025-02-27 03:07:33,032 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5586 +[2025-02-27 03:07:34,424 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:07:34,424 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:07:34,424 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:07:34,424 INFO hook.py line 232 943558] wall : 0.8277 0.9542 +[2025-02-27 03:07:34,424 INFO hook.py line 232 943558] floor : 0.9595 0.9849 +[2025-02-27 03:07:34,424 INFO hook.py line 232 943558] cabinet : 0.5696 0.7326 +[2025-02-27 03:07:34,424 INFO hook.py line 232 943558] bed : 0.7653 0.8421 +[2025-02-27 03:07:34,424 INFO hook.py line 232 943558] chair : 0.8873 0.9444 +[2025-02-27 03:07:34,424 INFO hook.py line 232 943558] sofa : 0.8020 0.8944 +[2025-02-27 03:07:34,424 INFO hook.py line 232 943558] table : 0.6666 0.8110 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] door : 0.6123 0.7159 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] window : 0.5556 0.7159 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] bookshelf : 0.7135 0.8171 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] picture : 0.3131 0.3814 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] counter : 0.6097 0.7485 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] desk : 0.5233 0.6745 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] curtain : 0.6347 0.7328 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] refridgerator : 0.3994 0.4343 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] shower curtain : 0.5489 0.5933 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] toilet : 0.9168 0.9490 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] sink : 0.6342 0.6985 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] bathtub : 0.8927 0.9189 +[2025-02-27 03:07:34,425 INFO hook.py line 232 943558] otherfurniture : 0.3221 0.3684 +[2025-02-27 03:07:34,425 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:07:34,425 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6577/0.7456/0.8771. +[2025-02-27 03:07:34,425 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:07:34,432 INFO misc.py line 164 943558] Currently Best mIoU: 0.6637 +[2025-02-27 03:07:34,432 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:07:58,416 INFO hook.py line 109 943558] Train: [82/100][50/60] Data 0.003 (0.005) Batch 0.209 (0.310) Remain 00:05:37 loss: 0.2182 Lr: 5.25830e-04 +[2025-02-27 03:08:00,466 INFO misc.py line 135 943558] Train result: loss: 0.2749 +[2025-02-27 03:08:00,543 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:08:20,019 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0772 +[2025-02-27 03:08:20,267 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4168 +[2025-02-27 03:08:20,324 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5638 +[2025-02-27 03:08:20,558 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6152 +[2025-02-27 03:08:20,599 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5525 +[2025-02-27 03:08:20,656 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6507 +[2025-02-27 03:08:20,718 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6070 +[2025-02-27 03:08:20,745 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2504 +[2025-02-27 03:08:20,788 INFO hook.py line 289 943558] Test: [9/78] Loss 1.0547 +[2025-02-27 03:08:20,834 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3197 +[2025-02-27 03:08:20,893 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4335 +[2025-02-27 03:08:20,929 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3890 +[2025-02-27 03:08:20,974 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3291 +[2025-02-27 03:08:21,023 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2681 +[2025-02-27 03:08:21,063 INFO hook.py line 289 943558] Test: [15/78] Loss 1.9110 +[2025-02-27 03:08:21,120 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0465 +[2025-02-27 03:08:21,169 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5846 +[2025-02-27 03:08:21,205 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6527 +[2025-02-27 03:08:21,248 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2220 +[2025-02-27 03:08:21,297 INFO hook.py line 289 943558] Test: [20/78] Loss 1.3674 +[2025-02-27 03:08:21,331 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2316 +[2025-02-27 03:08:21,373 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3775 +[2025-02-27 03:08:21,415 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8213 +[2025-02-27 03:08:21,457 INFO hook.py line 289 943558] Test: [24/78] Loss 1.6876 +[2025-02-27 03:08:21,496 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0031 +[2025-02-27 03:08:21,535 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7355 +[2025-02-27 03:08:21,586 INFO hook.py line 289 943558] Test: [27/78] Loss 1.2837 +[2025-02-27 03:08:21,629 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1247 +[2025-02-27 03:08:21,661 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2195 +[2025-02-27 03:08:21,713 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3246 +[2025-02-27 03:08:21,766 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3282 +[2025-02-27 03:08:21,799 INFO hook.py line 289 943558] Test: [32/78] Loss 0.4827 +[2025-02-27 03:08:21,857 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1354 +[2025-02-27 03:08:21,899 INFO hook.py line 289 943558] Test: [34/78] Loss 0.9161 +[2025-02-27 03:08:21,938 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4465 +[2025-02-27 03:08:21,982 INFO hook.py line 289 943558] Test: [36/78] Loss 1.0322 +[2025-02-27 03:08:22,018 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4031 +[2025-02-27 03:08:22,063 INFO hook.py line 289 943558] Test: [38/78] Loss 0.1886 +[2025-02-27 03:08:22,134 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3570 +[2025-02-27 03:08:22,177 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6447 +[2025-02-27 03:08:22,220 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2346 +[2025-02-27 03:08:22,246 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1214 +[2025-02-27 03:08:22,280 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1212 +[2025-02-27 03:08:22,334 INFO hook.py line 289 943558] Test: [44/78] Loss 0.3977 +[2025-02-27 03:08:22,365 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7887 +[2025-02-27 03:08:22,423 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6820 +[2025-02-27 03:08:22,459 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9226 +[2025-02-27 03:08:22,489 INFO hook.py line 289 943558] Test: [48/78] Loss 0.4636 +[2025-02-27 03:08:22,520 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6963 +[2025-02-27 03:08:22,550 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8164 +[2025-02-27 03:08:22,577 INFO hook.py line 289 943558] Test: [51/78] Loss 1.0242 +[2025-02-27 03:08:22,609 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6517 +[2025-02-27 03:08:22,634 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3002 +[2025-02-27 03:08:22,667 INFO hook.py line 289 943558] Test: [54/78] Loss 1.9586 +[2025-02-27 03:08:22,702 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0274 +[2025-02-27 03:08:22,739 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2764 +[2025-02-27 03:08:22,770 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5300 +[2025-02-27 03:08:22,796 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3371 +[2025-02-27 03:08:22,832 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1366 +[2025-02-27 03:08:22,864 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7318 +[2025-02-27 03:08:22,887 INFO hook.py line 289 943558] Test: [61/78] Loss 2.4322 +[2025-02-27 03:08:22,919 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3998 +[2025-02-27 03:08:22,953 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4865 +[2025-02-27 03:08:23,005 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9099 +[2025-02-27 03:08:23,032 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8083 +[2025-02-27 03:08:23,071 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4342 +[2025-02-27 03:08:23,107 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2922 +[2025-02-27 03:08:23,139 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5340 +[2025-02-27 03:08:23,168 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3592 +[2025-02-27 03:08:23,220 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1152 +[2025-02-27 03:08:23,260 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8399 +[2025-02-27 03:08:23,309 INFO hook.py line 289 943558] Test: [72/78] Loss 0.3780 +[2025-02-27 03:08:23,355 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5669 +[2025-02-27 03:08:23,393 INFO hook.py line 289 943558] Test: [74/78] Loss 2.0890 +[2025-02-27 03:08:23,440 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4356 +[2025-02-27 03:08:23,466 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0266 +[2025-02-27 03:08:23,519 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2981 +[2025-02-27 03:08:23,544 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5765 +[2025-02-27 03:08:24,894 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:08:24,894 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:08:24,894 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] wall : 0.8388 0.9518 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] floor : 0.9591 0.9853 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] cabinet : 0.5589 0.7439 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] bed : 0.7654 0.8399 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] chair : 0.8866 0.9493 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] sofa : 0.8004 0.8949 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] table : 0.6743 0.8009 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] door : 0.6271 0.7387 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] window : 0.5727 0.7087 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] bookshelf : 0.7145 0.8091 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] picture : 0.3331 0.4052 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] counter : 0.6073 0.7471 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] desk : 0.5397 0.6847 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] curtain : 0.6756 0.7917 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] refridgerator : 0.3858 0.4169 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] shower curtain : 0.6213 0.6773 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] toilet : 0.9318 0.9652 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] sink : 0.6362 0.7292 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] bathtub : 0.8879 0.9237 +[2025-02-27 03:08:24,894 INFO hook.py line 232 943558] otherfurniture : 0.3393 0.4052 +[2025-02-27 03:08:24,894 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:08:24,895 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6678/0.7584/0.8806. +[2025-02-27 03:08:24,895 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:08:24,908 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6678 +[2025-02-27 03:08:24,908 INFO misc.py line 164 943558] Currently Best mIoU: 0.6678 +[2025-02-27 03:08:24,908 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:08:49,334 INFO hook.py line 109 943558] Train: [83/100][50/60] Data 0.002 (0.004) Batch 0.211 (0.303) Remain 00:05:12 loss: 0.2966 Lr: 4.71119e-04 +[2025-02-27 03:08:51,416 INFO misc.py line 135 943558] Train result: loss: 0.2561 +[2025-02-27 03:08:51,500 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:09:09,661 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0717 +[2025-02-27 03:09:10,006 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3785 +[2025-02-27 03:09:10,045 INFO hook.py line 289 943558] Test: [3/78] Loss 0.4320 +[2025-02-27 03:09:10,089 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6150 +[2025-02-27 03:09:10,123 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4955 +[2025-02-27 03:09:10,170 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6429 +[2025-02-27 03:09:10,216 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6875 +[2025-02-27 03:09:10,241 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2311 +[2025-02-27 03:09:10,281 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2568 +[2025-02-27 03:09:10,313 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3071 +[2025-02-27 03:09:10,359 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4083 +[2025-02-27 03:09:10,389 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3481 +[2025-02-27 03:09:10,435 INFO hook.py line 289 943558] Test: [13/78] Loss 1.1635 +[2025-02-27 03:09:10,471 INFO hook.py line 289 943558] Test: [14/78] Loss 2.2472 +[2025-02-27 03:09:10,505 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7352 +[2025-02-27 03:09:10,547 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0571 +[2025-02-27 03:09:10,581 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5178 +[2025-02-27 03:09:10,621 INFO hook.py line 289 943558] Test: [18/78] Loss 0.5834 +[2025-02-27 03:09:10,663 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2436 +[2025-02-27 03:09:10,694 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4747 +[2025-02-27 03:09:10,725 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2523 +[2025-02-27 03:09:10,761 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3852 +[2025-02-27 03:09:10,785 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7811 +[2025-02-27 03:09:10,828 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3824 +[2025-02-27 03:09:10,885 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1238 +[2025-02-27 03:09:10,922 INFO hook.py line 289 943558] Test: [26/78] Loss 0.6981 +[2025-02-27 03:09:10,970 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5330 +[2025-02-27 03:09:11,001 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2216 +[2025-02-27 03:09:11,028 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2422 +[2025-02-27 03:09:11,079 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3686 +[2025-02-27 03:09:11,131 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3663 +[2025-02-27 03:09:11,162 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6257 +[2025-02-27 03:09:11,210 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1310 +[2025-02-27 03:09:11,250 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8517 +[2025-02-27 03:09:11,284 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4732 +[2025-02-27 03:09:11,319 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9105 +[2025-02-27 03:09:11,353 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4179 +[2025-02-27 03:09:11,385 INFO hook.py line 289 943558] Test: [38/78] Loss 0.1804 +[2025-02-27 03:09:11,441 INFO hook.py line 289 943558] Test: [39/78] Loss 2.1671 +[2025-02-27 03:09:11,482 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6003 +[2025-02-27 03:09:11,522 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2606 +[2025-02-27 03:09:11,546 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1280 +[2025-02-27 03:09:11,579 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1134 +[2025-02-27 03:09:11,630 INFO hook.py line 289 943558] Test: [44/78] Loss 0.3813 +[2025-02-27 03:09:11,664 INFO hook.py line 289 943558] Test: [45/78] Loss 0.8349 +[2025-02-27 03:09:11,707 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6729 +[2025-02-27 03:09:11,742 INFO hook.py line 289 943558] Test: [47/78] Loss 1.9505 +[2025-02-27 03:09:11,772 INFO hook.py line 289 943558] Test: [48/78] Loss 0.4704 +[2025-02-27 03:09:11,802 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5373 +[2025-02-27 03:09:11,831 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7687 +[2025-02-27 03:09:11,856 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4235 +[2025-02-27 03:09:11,885 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7688 +[2025-02-27 03:09:11,907 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3510 +[2025-02-27 03:09:11,938 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1952 +[2025-02-27 03:09:11,971 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0298 +[2025-02-27 03:09:12,007 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3586 +[2025-02-27 03:09:12,036 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5292 +[2025-02-27 03:09:12,059 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3266 +[2025-02-27 03:09:12,094 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9848 +[2025-02-27 03:09:12,123 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5714 +[2025-02-27 03:09:12,145 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6317 +[2025-02-27 03:09:12,175 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4046 +[2025-02-27 03:09:12,207 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5063 +[2025-02-27 03:09:12,258 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9276 +[2025-02-27 03:09:12,283 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9502 +[2025-02-27 03:09:12,320 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4294 +[2025-02-27 03:09:12,354 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2947 +[2025-02-27 03:09:12,383 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6201 +[2025-02-27 03:09:12,410 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3679 +[2025-02-27 03:09:12,461 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1546 +[2025-02-27 03:09:12,499 INFO hook.py line 289 943558] Test: [71/78] Loss 0.7770 +[2025-02-27 03:09:12,549 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4176 +[2025-02-27 03:09:12,594 INFO hook.py line 289 943558] Test: [73/78] Loss 0.4855 +[2025-02-27 03:09:12,631 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1872 +[2025-02-27 03:09:12,675 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4334 +[2025-02-27 03:09:12,700 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9194 +[2025-02-27 03:09:12,752 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3006 +[2025-02-27 03:09:12,776 INFO hook.py line 289 943558] Test: [78/78] Loss 0.8130 +[2025-02-27 03:09:13,933 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:09:13,933 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:09:13,934 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:09:13,934 INFO hook.py line 232 943558] wall : 0.8410 0.9519 +[2025-02-27 03:09:13,934 INFO hook.py line 232 943558] floor : 0.9601 0.9845 +[2025-02-27 03:09:13,934 INFO hook.py line 232 943558] cabinet : 0.5557 0.7619 +[2025-02-27 03:09:13,934 INFO hook.py line 232 943558] bed : 0.7570 0.8430 +[2025-02-27 03:09:13,934 INFO hook.py line 232 943558] chair : 0.8893 0.9372 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] sofa : 0.7914 0.9118 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] table : 0.6735 0.7928 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] door : 0.6309 0.7504 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] window : 0.5755 0.7393 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] bookshelf : 0.7198 0.7970 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] picture : 0.3349 0.3979 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] counter : 0.6044 0.7827 +[2025-02-27 03:09:13,935 INFO hook.py line 232 943558] desk : 0.5573 0.7451 +[2025-02-27 03:09:13,936 INFO hook.py line 232 943558] curtain : 0.6480 0.7357 +[2025-02-27 03:09:13,936 INFO hook.py line 232 943558] refridgerator : 0.3976 0.4341 +[2025-02-27 03:09:13,936 INFO hook.py line 232 943558] shower curtain : 0.6105 0.6633 +[2025-02-27 03:09:13,936 INFO hook.py line 232 943558] toilet : 0.9231 0.9543 +[2025-02-27 03:09:13,936 INFO hook.py line 232 943558] sink : 0.6457 0.7246 +[2025-02-27 03:09:13,936 INFO hook.py line 232 943558] bathtub : 0.8941 0.9226 +[2025-02-27 03:09:13,936 INFO hook.py line 232 943558] otherfurniture : 0.3296 0.3799 +[2025-02-27 03:09:13,936 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:09:13,937 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6670/0.7605/0.8807. +[2025-02-27 03:09:13,937 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:09:13,949 INFO misc.py line 164 943558] Currently Best mIoU: 0.6678 +[2025-02-27 03:09:13,949 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:09:35,782 INFO hook.py line 109 943558] Train: [84/100][50/60] Data 0.002 (0.005) Batch 0.288 (0.324) Remain 00:05:14 loss: 0.1365 Lr: 4.19174e-04 +[2025-02-27 03:09:38,646 INFO misc.py line 135 943558] Train result: loss: 0.2640 +[2025-02-27 03:09:38,747 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:09:58,854 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0685 +[2025-02-27 03:09:58,951 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3855 +[2025-02-27 03:09:58,993 INFO hook.py line 289 943558] Test: [3/78] Loss 0.5052 +[2025-02-27 03:09:59,053 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6099 +[2025-02-27 03:09:59,098 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5886 +[2025-02-27 03:09:59,162 INFO hook.py line 289 943558] Test: [6/78] Loss 2.8636 +[2025-02-27 03:09:59,219 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6558 +[2025-02-27 03:09:59,259 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2567 +[2025-02-27 03:09:59,315 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2528 +[2025-02-27 03:10:05,632 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3422 +[2025-02-27 03:10:07,382 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4424 +[2025-02-27 03:10:08,427 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4026 +[2025-02-27 03:10:08,692 INFO hook.py line 289 943558] Test: [13/78] Loss 1.5654 +[2025-02-27 03:10:08,834 INFO hook.py line 289 943558] Test: [14/78] Loss 2.1737 +[2025-02-27 03:10:08,872 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7715 +[2025-02-27 03:10:08,972 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0513 +[2025-02-27 03:10:09,016 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5836 +[2025-02-27 03:10:09,051 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7099 +[2025-02-27 03:10:09,094 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2372 +[2025-02-27 03:10:09,130 INFO hook.py line 289 943558] Test: [20/78] Loss 1.4851 +[2025-02-27 03:10:09,171 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2347 +[2025-02-27 03:10:09,209 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4070 +[2025-02-27 03:10:09,237 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8594 +[2025-02-27 03:10:09,280 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4510 +[2025-02-27 03:10:09,319 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2297 +[2025-02-27 03:10:09,358 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7849 +[2025-02-27 03:10:09,406 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5100 +[2025-02-27 03:10:09,444 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0746 +[2025-02-27 03:10:09,487 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2288 +[2025-02-27 03:10:09,537 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4278 +[2025-02-27 03:10:09,591 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4025 +[2025-02-27 03:10:09,624 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6066 +[2025-02-27 03:10:09,673 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1583 +[2025-02-27 03:10:09,708 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8985 +[2025-02-27 03:10:09,749 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4713 +[2025-02-27 03:10:09,790 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9848 +[2025-02-27 03:10:09,829 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4834 +[2025-02-27 03:10:09,867 INFO hook.py line 289 943558] Test: [38/78] Loss 0.1892 +[2025-02-27 03:10:09,930 INFO hook.py line 289 943558] Test: [39/78] Loss 2.4077 +[2025-02-27 03:10:09,978 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6403 +[2025-02-27 03:10:10,022 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2401 +[2025-02-27 03:10:10,059 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1328 +[2025-02-27 03:10:10,103 INFO hook.py line 289 943558] Test: [43/78] Loss 0.0954 +[2025-02-27 03:10:10,165 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4336 +[2025-02-27 03:10:10,202 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7338 +[2025-02-27 03:10:10,255 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7242 +[2025-02-27 03:10:10,291 INFO hook.py line 289 943558] Test: [47/78] Loss 2.6291 +[2025-02-27 03:10:10,321 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5545 +[2025-02-27 03:10:10,353 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5164 +[2025-02-27 03:10:10,384 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6769 +[2025-02-27 03:10:10,411 INFO hook.py line 289 943558] Test: [51/78] Loss 1.3265 +[2025-02-27 03:10:10,442 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6798 +[2025-02-27 03:10:10,467 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2823 +[2025-02-27 03:10:10,500 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1496 +[2025-02-27 03:10:10,535 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0268 +[2025-02-27 03:10:10,573 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2999 +[2025-02-27 03:10:10,605 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5787 +[2025-02-27 03:10:10,631 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3718 +[2025-02-27 03:10:10,667 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1069 +[2025-02-27 03:10:10,699 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6206 +[2025-02-27 03:10:10,725 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5367 +[2025-02-27 03:10:10,757 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4724 +[2025-02-27 03:10:10,791 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4744 +[2025-02-27 03:10:10,844 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9279 +[2025-02-27 03:10:10,871 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8899 +[2025-02-27 03:10:10,910 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4407 +[2025-02-27 03:10:10,946 INFO hook.py line 289 943558] Test: [67/78] Loss 0.3003 +[2025-02-27 03:10:10,977 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5570 +[2025-02-27 03:10:11,006 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3745 +[2025-02-27 03:10:11,058 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1111 +[2025-02-27 03:10:11,099 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8254 +[2025-02-27 03:10:11,148 INFO hook.py line 289 943558] Test: [72/78] Loss 0.4859 +[2025-02-27 03:10:11,195 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5065 +[2025-02-27 03:10:11,234 INFO hook.py line 289 943558] Test: [74/78] Loss 2.1502 +[2025-02-27 03:10:11,280 INFO hook.py line 289 943558] Test: [75/78] Loss 0.3671 +[2025-02-27 03:10:11,307 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0011 +[2025-02-27 03:10:11,360 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2823 +[2025-02-27 03:10:11,386 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7421 +[2025-02-27 03:10:12,906 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:10:12,907 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:10:12,907 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] wall : 0.8296 0.9579 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] floor : 0.9598 0.9848 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] cabinet : 0.5598 0.7461 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] bed : 0.7668 0.8398 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] chair : 0.8890 0.9392 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] sofa : 0.7942 0.9049 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] table : 0.6748 0.8033 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] door : 0.6104 0.6901 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] window : 0.5700 0.7291 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] bookshelf : 0.7033 0.7827 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] picture : 0.3327 0.4177 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] counter : 0.6088 0.7510 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] desk : 0.5450 0.7259 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] curtain : 0.6570 0.7395 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] refridgerator : 0.3853 0.4055 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] shower curtain : 0.6468 0.7021 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] toilet : 0.9298 0.9662 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] sink : 0.6432 0.7050 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] bathtub : 0.8900 0.9255 +[2025-02-27 03:10:12,907 INFO hook.py line 232 943558] otherfurniture : 0.3296 0.3778 +[2025-02-27 03:10:12,907 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:10:12,907 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6663/0.7547/0.8785. +[2025-02-27 03:10:12,908 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:10:12,921 INFO misc.py line 164 943558] Currently Best mIoU: 0.6678 +[2025-02-27 03:10:12,921 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:10:36,702 INFO hook.py line 109 943558] Train: [85/100][50/60] Data 0.002 (0.005) Batch 0.190 (0.295) Remain 00:04:28 loss: 0.4096 Lr: 3.70051e-04 +[2025-02-27 03:10:38,780 INFO misc.py line 135 943558] Train result: loss: 0.2544 +[2025-02-27 03:10:38,881 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:10:58,114 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0695 +[2025-02-27 03:10:58,167 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3619 +[2025-02-27 03:10:59,178 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2657 +[2025-02-27 03:10:59,236 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6499 +[2025-02-27 03:10:59,277 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5220 +[2025-02-27 03:10:59,688 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6366 +[2025-02-27 03:10:59,742 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6165 +[2025-02-27 03:10:59,780 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2351 +[2025-02-27 03:10:59,823 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2052 +[2025-02-27 03:10:59,887 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3519 +[2025-02-27 03:10:59,958 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4662 +[2025-02-27 03:10:59,995 INFO hook.py line 289 943558] Test: [12/78] Loss 0.4077 +[2025-02-27 03:11:00,047 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4727 +[2025-02-27 03:11:00,095 INFO hook.py line 289 943558] Test: [14/78] Loss 2.3426 +[2025-02-27 03:11:00,139 INFO hook.py line 289 943558] Test: [15/78] Loss 1.6734 +[2025-02-27 03:11:00,195 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0496 +[2025-02-27 03:11:00,236 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5089 +[2025-02-27 03:11:00,276 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7222 +[2025-02-27 03:11:00,325 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2914 +[2025-02-27 03:11:00,367 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5263 +[2025-02-27 03:11:00,400 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2340 +[2025-02-27 03:11:00,441 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4190 +[2025-02-27 03:11:00,484 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7871 +[2025-02-27 03:11:00,526 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3061 +[2025-02-27 03:11:00,573 INFO hook.py line 289 943558] Test: [25/78] Loss 1.3447 +[2025-02-27 03:11:00,613 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7843 +[2025-02-27 03:11:00,662 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4556 +[2025-02-27 03:11:00,697 INFO hook.py line 289 943558] Test: [28/78] Loss 1.9730 +[2025-02-27 03:11:00,729 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2306 +[2025-02-27 03:11:00,779 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4308 +[2025-02-27 03:11:00,838 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3259 +[2025-02-27 03:11:00,870 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5872 +[2025-02-27 03:11:00,919 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1337 +[2025-02-27 03:11:00,964 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8493 +[2025-02-27 03:11:01,000 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5544 +[2025-02-27 03:11:01,054 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9597 +[2025-02-27 03:11:01,099 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5017 +[2025-02-27 03:11:01,138 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2640 +[2025-02-27 03:11:01,197 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3170 +[2025-02-27 03:11:01,243 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7136 +[2025-02-27 03:11:01,284 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2515 +[2025-02-27 03:11:01,311 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1369 +[2025-02-27 03:11:01,345 INFO hook.py line 289 943558] Test: [43/78] Loss 0.0945 +[2025-02-27 03:11:01,397 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4312 +[2025-02-27 03:11:01,433 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6864 +[2025-02-27 03:11:01,487 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7131 +[2025-02-27 03:11:01,522 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1452 +[2025-02-27 03:11:01,553 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5367 +[2025-02-27 03:11:01,585 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5165 +[2025-02-27 03:11:01,615 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7833 +[2025-02-27 03:11:01,643 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5881 +[2025-02-27 03:11:01,675 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6904 +[2025-02-27 03:11:01,700 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3731 +[2025-02-27 03:11:01,734 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2378 +[2025-02-27 03:11:01,769 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0313 +[2025-02-27 03:11:01,807 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3927 +[2025-02-27 03:11:01,838 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5787 +[2025-02-27 03:11:01,864 INFO hook.py line 289 943558] Test: [58/78] Loss 0.2793 +[2025-02-27 03:11:01,901 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9947 +[2025-02-27 03:11:01,934 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4302 +[2025-02-27 03:11:01,959 INFO hook.py line 289 943558] Test: [61/78] Loss 2.5186 +[2025-02-27 03:11:01,994 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4839 +[2025-02-27 03:11:02,029 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5892 +[2025-02-27 03:11:02,082 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9104 +[2025-02-27 03:11:02,110 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9571 +[2025-02-27 03:11:02,149 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4891 +[2025-02-27 03:11:02,185 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2935 +[2025-02-27 03:11:02,218 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6368 +[2025-02-27 03:11:02,247 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3491 +[2025-02-27 03:11:02,299 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1556 +[2025-02-27 03:11:02,339 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9590 +[2025-02-27 03:11:02,388 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7070 +[2025-02-27 03:11:02,435 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5257 +[2025-02-27 03:11:02,474 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3196 +[2025-02-27 03:11:02,520 INFO hook.py line 289 943558] Test: [75/78] Loss 0.6065 +[2025-02-27 03:11:02,548 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9809 +[2025-02-27 03:11:02,601 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2757 +[2025-02-27 03:11:02,627 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7348 +[2025-02-27 03:11:04,259 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:11:04,259 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:11:04,259 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] wall : 0.8331 0.9530 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] floor : 0.9589 0.9863 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] cabinet : 0.5630 0.7515 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] bed : 0.7550 0.8469 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] chair : 0.8861 0.9446 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] sofa : 0.7958 0.9100 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] table : 0.6704 0.7784 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] door : 0.6093 0.7219 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] window : 0.5665 0.7282 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] bookshelf : 0.7097 0.8030 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] picture : 0.3324 0.4050 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] counter : 0.6028 0.7601 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] desk : 0.5492 0.7594 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] curtain : 0.6473 0.7312 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] refridgerator : 0.3817 0.4016 +[2025-02-27 03:11:04,259 INFO hook.py line 232 943558] shower curtain : 0.5943 0.6370 +[2025-02-27 03:11:04,260 INFO hook.py line 232 943558] toilet : 0.9252 0.9598 +[2025-02-27 03:11:04,260 INFO hook.py line 232 943558] sink : 0.6416 0.7102 +[2025-02-27 03:11:04,260 INFO hook.py line 232 943558] bathtub : 0.8931 0.9298 +[2025-02-27 03:11:04,260 INFO hook.py line 232 943558] otherfurniture : 0.3194 0.3529 +[2025-02-27 03:11:04,260 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:11:04,260 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6617/0.7535/0.8784. +[2025-02-27 03:11:04,260 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:11:04,268 INFO misc.py line 164 943558] Currently Best mIoU: 0.6678 +[2025-02-27 03:11:04,269 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:11:27,884 INFO hook.py line 109 943558] Train: [86/100][50/60] Data 0.001 (0.005) Batch 0.215 (0.298) Remain 00:04:13 loss: 0.2483 Lr: 3.23805e-04 +[2025-02-27 03:11:30,019 INFO misc.py line 135 943558] Train result: loss: 0.2571 +[2025-02-27 03:11:30,117 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:11:49,123 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0720 +[2025-02-27 03:11:49,812 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3868 +[2025-02-27 03:11:49,864 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3037 +[2025-02-27 03:11:49,926 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6011 +[2025-02-27 03:11:49,972 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5225 +[2025-02-27 03:11:50,030 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5831 +[2025-02-27 03:11:50,077 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5667 +[2025-02-27 03:11:50,115 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2425 +[2025-02-27 03:11:50,167 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1401 +[2025-02-27 03:11:50,201 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3826 +[2025-02-27 03:11:50,246 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4405 +[2025-02-27 03:11:50,288 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3633 +[2025-02-27 03:11:50,335 INFO hook.py line 289 943558] Test: [13/78] Loss 1.5168 +[2025-02-27 03:11:50,372 INFO hook.py line 289 943558] Test: [14/78] Loss 2.3625 +[2025-02-27 03:11:50,412 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8398 +[2025-02-27 03:11:50,455 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0475 +[2025-02-27 03:11:50,490 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5440 +[2025-02-27 03:11:50,535 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8255 +[2025-02-27 03:11:50,574 INFO hook.py line 289 943558] Test: [19/78] Loss 1.3063 +[2025-02-27 03:11:50,607 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5703 +[2025-02-27 03:11:50,642 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2299 +[2025-02-27 03:11:50,683 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3614 +[2025-02-27 03:11:50,721 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8183 +[2025-02-27 03:11:50,763 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3170 +[2025-02-27 03:11:50,810 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2189 +[2025-02-27 03:11:50,849 INFO hook.py line 289 943558] Test: [26/78] Loss 0.6811 +[2025-02-27 03:11:50,920 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4545 +[2025-02-27 03:11:50,952 INFO hook.py line 289 943558] Test: [28/78] Loss 2.0172 +[2025-02-27 03:11:50,983 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2128 +[2025-02-27 03:11:51,047 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4161 +[2025-02-27 03:11:51,106 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3676 +[2025-02-27 03:11:51,144 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5672 +[2025-02-27 03:11:51,197 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1395 +[2025-02-27 03:11:51,235 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7603 +[2025-02-27 03:11:51,271 INFO hook.py line 289 943558] Test: [35/78] Loss 0.5298 +[2025-02-27 03:11:51,311 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9423 +[2025-02-27 03:11:51,356 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4935 +[2025-02-27 03:11:51,383 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2054 +[2025-02-27 03:11:51,445 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3039 +[2025-02-27 03:11:51,489 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6561 +[2025-02-27 03:11:51,539 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2608 +[2025-02-27 03:11:51,575 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1332 +[2025-02-27 03:11:51,618 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1030 +[2025-02-27 03:11:51,670 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5097 +[2025-02-27 03:11:51,703 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6425 +[2025-02-27 03:11:51,762 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7190 +[2025-02-27 03:11:51,806 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1988 +[2025-02-27 03:11:51,837 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5478 +[2025-02-27 03:11:51,868 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4621 +[2025-02-27 03:11:51,902 INFO hook.py line 289 943558] Test: [50/78] Loss 0.8249 +[2025-02-27 03:11:51,931 INFO hook.py line 289 943558] Test: [51/78] Loss 1.6309 +[2025-02-27 03:11:51,963 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6600 +[2025-02-27 03:11:51,988 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3443 +[2025-02-27 03:11:52,022 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2127 +[2025-02-27 03:11:52,058 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0266 +[2025-02-27 03:11:52,095 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3697 +[2025-02-27 03:11:52,127 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5253 +[2025-02-27 03:11:52,154 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3408 +[2025-02-27 03:11:52,190 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0104 +[2025-02-27 03:11:52,223 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5492 +[2025-02-27 03:11:52,248 INFO hook.py line 289 943558] Test: [61/78] Loss 2.4841 +[2025-02-27 03:11:52,280 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4297 +[2025-02-27 03:11:52,315 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5946 +[2025-02-27 03:11:52,368 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0204 +[2025-02-27 03:11:52,395 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9282 +[2025-02-27 03:11:52,434 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4165 +[2025-02-27 03:11:52,470 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2815 +[2025-02-27 03:11:52,502 INFO hook.py line 289 943558] Test: [68/78] Loss 0.6396 +[2025-02-27 03:11:52,531 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3628 +[2025-02-27 03:11:52,583 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1692 +[2025-02-27 03:11:52,623 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8514 +[2025-02-27 03:11:52,672 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7429 +[2025-02-27 03:11:52,720 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5604 +[2025-02-27 03:11:52,759 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3405 +[2025-02-27 03:11:52,806 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4614 +[2025-02-27 03:11:52,834 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9925 +[2025-02-27 03:11:52,887 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2927 +[2025-02-27 03:11:52,913 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6764 +[2025-02-27 03:11:54,397 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:11:54,397 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:11:54,397 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:11:54,397 INFO hook.py line 232 943558] wall : 0.8357 0.9547 +[2025-02-27 03:11:54,397 INFO hook.py line 232 943558] floor : 0.9598 0.9853 +[2025-02-27 03:11:54,397 INFO hook.py line 232 943558] cabinet : 0.5619 0.7480 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] bed : 0.7559 0.8434 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] chair : 0.8915 0.9427 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] sofa : 0.7987 0.9089 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] table : 0.6733 0.7818 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] door : 0.6187 0.7313 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] window : 0.5718 0.7236 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] bookshelf : 0.6999 0.7931 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] picture : 0.3308 0.4021 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] counter : 0.6101 0.7403 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] desk : 0.5584 0.7720 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] curtain : 0.6406 0.7242 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] refridgerator : 0.3878 0.4338 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] shower curtain : 0.6350 0.7025 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] toilet : 0.9224 0.9518 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] sink : 0.6418 0.7177 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] bathtub : 0.8873 0.9251 +[2025-02-27 03:11:54,398 INFO hook.py line 232 943558] otherfurniture : 0.3252 0.3705 +[2025-02-27 03:11:54,398 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:11:54,398 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6653/0.7576/0.8795. +[2025-02-27 03:11:54,399 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:11:54,416 INFO misc.py line 164 943558] Currently Best mIoU: 0.6678 +[2025-02-27 03:11:54,416 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:12:18,378 INFO hook.py line 109 943558] Train: [87/100][50/60] Data 0.002 (0.005) Batch 0.195 (0.320) Remain 00:04:12 loss: 0.1449 Lr: 2.80485e-04 +[2025-02-27 03:12:20,463 INFO misc.py line 135 943558] Train result: loss: 0.2430 +[2025-02-27 03:12:20,545 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:12:39,359 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0741 +[2025-02-27 03:12:39,405 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4589 +[2025-02-27 03:12:40,164 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3973 +[2025-02-27 03:12:40,219 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6258 +[2025-02-27 03:12:40,257 INFO hook.py line 289 943558] Test: [5/78] Loss 0.4728 +[2025-02-27 03:12:40,306 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5144 +[2025-02-27 03:12:40,356 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6010 +[2025-02-27 03:12:40,383 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2341 +[2025-02-27 03:12:40,425 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1999 +[2025-02-27 03:12:40,455 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3531 +[2025-02-27 03:12:40,499 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4380 +[2025-02-27 03:12:40,537 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3832 +[2025-02-27 03:12:40,581 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3353 +[2025-02-27 03:12:40,616 INFO hook.py line 289 943558] Test: [14/78] Loss 2.3109 +[2025-02-27 03:12:40,649 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8003 +[2025-02-27 03:12:40,692 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0500 +[2025-02-27 03:12:40,729 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5517 +[2025-02-27 03:12:40,758 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8570 +[2025-02-27 03:12:40,799 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2848 +[2025-02-27 03:12:40,832 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5180 +[2025-02-27 03:12:40,863 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2464 +[2025-02-27 03:12:40,899 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3176 +[2025-02-27 03:12:40,927 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8409 +[2025-02-27 03:12:40,967 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3215 +[2025-02-27 03:12:41,013 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1324 +[2025-02-27 03:12:41,057 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7260 +[2025-02-27 03:12:41,103 INFO hook.py line 289 943558] Test: [27/78] Loss 1.3835 +[2025-02-27 03:12:41,133 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1904 +[2025-02-27 03:12:41,162 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2212 +[2025-02-27 03:12:41,213 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3730 +[2025-02-27 03:12:41,265 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4148 +[2025-02-27 03:12:41,296 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5449 +[2025-02-27 03:12:41,345 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1540 +[2025-02-27 03:12:41,379 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7593 +[2025-02-27 03:12:41,412 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4366 +[2025-02-27 03:12:41,449 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9925 +[2025-02-27 03:12:41,485 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4569 +[2025-02-27 03:12:41,512 INFO hook.py line 289 943558] Test: [38/78] Loss 0.1959 +[2025-02-27 03:12:41,569 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2479 +[2025-02-27 03:12:41,612 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6311 +[2025-02-27 03:12:41,651 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2947 +[2025-02-27 03:12:41,676 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1410 +[2025-02-27 03:12:41,707 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1182 +[2025-02-27 03:12:41,760 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5065 +[2025-02-27 03:12:41,796 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6543 +[2025-02-27 03:12:41,840 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6808 +[2025-02-27 03:12:41,874 INFO hook.py line 289 943558] Test: [47/78] Loss 2.2925 +[2025-02-27 03:12:41,903 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5391 +[2025-02-27 03:12:41,931 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5681 +[2025-02-27 03:12:41,958 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7424 +[2025-02-27 03:12:41,983 INFO hook.py line 289 943558] Test: [51/78] Loss 1.3302 +[2025-02-27 03:12:42,013 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7139 +[2025-02-27 03:12:42,035 INFO hook.py line 289 943558] Test: [53/78] Loss 0.2817 +[2025-02-27 03:12:42,065 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2609 +[2025-02-27 03:12:42,098 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0298 +[2025-02-27 03:12:42,134 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2565 +[2025-02-27 03:12:42,162 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5243 +[2025-02-27 03:12:42,184 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3289 +[2025-02-27 03:12:42,219 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0584 +[2025-02-27 03:12:42,248 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5190 +[2025-02-27 03:12:42,269 INFO hook.py line 289 943558] Test: [61/78] Loss 2.8319 +[2025-02-27 03:12:42,299 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4358 +[2025-02-27 03:12:42,330 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5345 +[2025-02-27 03:12:42,382 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9998 +[2025-02-27 03:12:42,406 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9091 +[2025-02-27 03:12:42,442 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4119 +[2025-02-27 03:12:42,476 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2870 +[2025-02-27 03:12:42,505 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5672 +[2025-02-27 03:12:42,531 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3786 +[2025-02-27 03:12:42,581 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1232 +[2025-02-27 03:12:42,619 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8432 +[2025-02-27 03:12:42,666 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7151 +[2025-02-27 03:12:42,711 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5144 +[2025-02-27 03:12:42,747 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3673 +[2025-02-27 03:12:42,792 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4025 +[2025-02-27 03:12:42,817 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9649 +[2025-02-27 03:12:42,869 INFO hook.py line 289 943558] Test: [77/78] Loss 0.3147 +[2025-02-27 03:12:42,892 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6522 +[2025-02-27 03:12:44,186 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:12:44,187 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:12:44,187 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:12:44,187 INFO hook.py line 232 943558] wall : 0.8388 0.9465 +[2025-02-27 03:12:44,187 INFO hook.py line 232 943558] floor : 0.9590 0.9860 +[2025-02-27 03:12:44,187 INFO hook.py line 232 943558] cabinet : 0.5601 0.7365 +[2025-02-27 03:12:44,187 INFO hook.py line 232 943558] bed : 0.7599 0.8355 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] chair : 0.8894 0.9418 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] sofa : 0.7953 0.9075 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] table : 0.6730 0.7981 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] door : 0.6271 0.7544 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] window : 0.5672 0.7226 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] bookshelf : 0.6944 0.7968 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] picture : 0.3378 0.4204 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] counter : 0.6122 0.7637 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] desk : 0.5392 0.7587 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] curtain : 0.6540 0.7263 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] refridgerator : 0.4127 0.4777 +[2025-02-27 03:12:44,188 INFO hook.py line 232 943558] shower curtain : 0.6552 0.7180 +[2025-02-27 03:12:44,189 INFO hook.py line 232 943558] toilet : 0.9275 0.9623 +[2025-02-27 03:12:44,189 INFO hook.py line 232 943558] sink : 0.6407 0.7145 +[2025-02-27 03:12:44,189 INFO hook.py line 232 943558] bathtub : 0.8851 0.9262 +[2025-02-27 03:12:44,189 INFO hook.py line 232 943558] otherfurniture : 0.3347 0.3916 +[2025-02-27 03:12:44,189 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:12:44,189 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6682/0.7643/0.8795. +[2025-02-27 03:12:44,190 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:12:44,202 INFO misc.py line 159 943558] Best validation mIoU updated to: 0.6682 +[2025-02-27 03:12:44,202 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:12:44,202 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:13:05,955 INFO hook.py line 109 943558] Train: [88/100][50/60] Data 0.002 (0.004) Batch 0.247 (0.323) Remain 00:03:55 loss: 0.2619 Lr: 2.40139e-04 +[2025-02-27 03:13:08,354 INFO misc.py line 135 943558] Train result: loss: 0.2506 +[2025-02-27 03:13:08,440 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:13:28,288 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0719 +[2025-02-27 03:13:28,399 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4493 +[2025-02-27 03:13:28,472 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3015 +[2025-02-27 03:13:28,527 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6674 +[2025-02-27 03:13:28,604 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5599 +[2025-02-27 03:13:28,771 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5432 +[2025-02-27 03:13:28,836 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5830 +[2025-02-27 03:13:28,883 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2348 +[2025-02-27 03:13:37,925 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1846 +[2025-02-27 03:13:38,768 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3547 +[2025-02-27 03:13:38,952 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4484 +[2025-02-27 03:13:39,154 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3994 +[2025-02-27 03:13:39,568 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4838 +[2025-02-27 03:13:39,606 INFO hook.py line 289 943558] Test: [14/78] Loss 2.6186 +[2025-02-27 03:13:39,642 INFO hook.py line 289 943558] Test: [15/78] Loss 1.6783 +[2025-02-27 03:13:39,685 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0505 +[2025-02-27 03:13:39,727 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5309 +[2025-02-27 03:13:39,759 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6607 +[2025-02-27 03:13:39,803 INFO hook.py line 289 943558] Test: [19/78] Loss 1.1781 +[2025-02-27 03:13:39,834 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5330 +[2025-02-27 03:13:39,868 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2451 +[2025-02-27 03:13:39,910 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3762 +[2025-02-27 03:13:39,950 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9342 +[2025-02-27 03:13:39,992 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4164 +[2025-02-27 03:13:40,038 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1323 +[2025-02-27 03:13:40,080 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7363 +[2025-02-27 03:13:40,130 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4881 +[2025-02-27 03:13:40,163 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1216 +[2025-02-27 03:13:40,193 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2310 +[2025-02-27 03:13:40,247 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3590 +[2025-02-27 03:13:40,301 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3920 +[2025-02-27 03:13:40,345 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6091 +[2025-02-27 03:13:40,398 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1409 +[2025-02-27 03:13:40,435 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8364 +[2025-02-27 03:13:40,471 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4358 +[2025-02-27 03:13:40,521 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9778 +[2025-02-27 03:13:40,571 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4658 +[2025-02-27 03:13:40,606 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2046 +[2025-02-27 03:13:40,677 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3297 +[2025-02-27 03:13:40,723 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7170 +[2025-02-27 03:13:40,769 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2890 +[2025-02-27 03:13:40,809 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1373 +[2025-02-27 03:13:40,851 INFO hook.py line 289 943558] Test: [43/78] Loss 0.0978 +[2025-02-27 03:13:40,902 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4724 +[2025-02-27 03:13:40,933 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6811 +[2025-02-27 03:13:40,978 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6953 +[2025-02-27 03:13:41,016 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1531 +[2025-02-27 03:13:41,046 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5340 +[2025-02-27 03:13:41,078 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6564 +[2025-02-27 03:13:41,109 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7144 +[2025-02-27 03:13:41,136 INFO hook.py line 289 943558] Test: [51/78] Loss 1.6085 +[2025-02-27 03:13:41,167 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7659 +[2025-02-27 03:13:41,191 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3296 +[2025-02-27 03:13:41,223 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1742 +[2025-02-27 03:13:41,258 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0304 +[2025-02-27 03:13:41,295 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3230 +[2025-02-27 03:13:41,326 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5642 +[2025-02-27 03:13:41,351 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3093 +[2025-02-27 03:13:41,386 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0954 +[2025-02-27 03:13:41,418 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5173 +[2025-02-27 03:13:41,440 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6473 +[2025-02-27 03:13:41,472 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4041 +[2025-02-27 03:13:41,505 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5098 +[2025-02-27 03:13:41,557 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9471 +[2025-02-27 03:13:41,584 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9822 +[2025-02-27 03:13:41,623 INFO hook.py line 289 943558] Test: [66/78] Loss 0.3985 +[2025-02-27 03:13:41,658 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2965 +[2025-02-27 03:13:41,691 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5697 +[2025-02-27 03:13:41,721 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3718 +[2025-02-27 03:13:41,773 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1484 +[2025-02-27 03:13:41,813 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9518 +[2025-02-27 03:13:41,867 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7257 +[2025-02-27 03:13:41,914 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5288 +[2025-02-27 03:13:41,952 INFO hook.py line 289 943558] Test: [74/78] Loss 2.2549 +[2025-02-27 03:13:42,000 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4349 +[2025-02-27 03:13:42,028 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0001 +[2025-02-27 03:13:42,081 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2790 +[2025-02-27 03:13:42,105 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7340 +[2025-02-27 03:13:43,668 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:13:43,669 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:13:43,669 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] wall : 0.8360 0.9510 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] floor : 0.9587 0.9857 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] cabinet : 0.5520 0.7485 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] bed : 0.7518 0.8393 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] chair : 0.8920 0.9397 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] sofa : 0.7962 0.9122 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] table : 0.6733 0.7795 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] door : 0.6198 0.7494 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] window : 0.5674 0.7260 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] bookshelf : 0.6932 0.7860 +[2025-02-27 03:13:43,669 INFO hook.py line 232 943558] picture : 0.3329 0.4042 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] counter : 0.6055 0.7727 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] desk : 0.5559 0.7527 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] curtain : 0.6344 0.7111 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] refridgerator : 0.3923 0.4298 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] shower curtain : 0.6033 0.6485 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] toilet : 0.9275 0.9581 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] sink : 0.6383 0.7134 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] bathtub : 0.8896 0.9249 +[2025-02-27 03:13:43,670 INFO hook.py line 232 943558] otherfurniture : 0.3210 0.3698 +[2025-02-27 03:13:43,670 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:13:43,670 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6620/0.7551/0.8782. +[2025-02-27 03:13:43,671 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:13:43,684 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:13:43,685 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:14:08,107 INFO hook.py line 109 943558] Train: [89/100][50/60] Data 0.002 (0.006) Batch 0.220 (0.310) Remain 00:03:27 loss: 0.4017 Lr: 2.02812e-04 +[2025-02-27 03:14:10,152 INFO misc.py line 135 943558] Train result: loss: 0.2693 +[2025-02-27 03:14:10,240 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:14:30,095 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0668 +[2025-02-27 03:14:30,201 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4036 +[2025-02-27 03:14:30,244 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3173 +[2025-02-27 03:14:30,293 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6743 +[2025-02-27 03:14:30,345 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5910 +[2025-02-27 03:14:30,399 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5750 +[2025-02-27 03:14:30,450 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6551 +[2025-02-27 03:14:30,483 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2330 +[2025-02-27 03:14:30,525 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2573 +[2025-02-27 03:14:30,568 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3787 +[2025-02-27 03:14:30,613 INFO hook.py line 289 943558] Test: [11/78] Loss 0.5013 +[2025-02-27 03:14:30,653 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3938 +[2025-02-27 03:14:31,104 INFO hook.py line 289 943558] Test: [13/78] Loss 1.5491 +[2025-02-27 03:14:31,146 INFO hook.py line 289 943558] Test: [14/78] Loss 2.7012 +[2025-02-27 03:14:31,181 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8801 +[2025-02-27 03:14:31,241 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0469 +[2025-02-27 03:14:31,280 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5241 +[2025-02-27 03:14:31,324 INFO hook.py line 289 943558] Test: [18/78] Loss 0.9062 +[2025-02-27 03:14:31,366 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2085 +[2025-02-27 03:14:31,399 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5704 +[2025-02-27 03:14:31,437 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2360 +[2025-02-27 03:14:31,473 INFO hook.py line 289 943558] Test: [22/78] Loss 1.4269 +[2025-02-27 03:14:31,501 INFO hook.py line 289 943558] Test: [23/78] Loss 0.9009 +[2025-02-27 03:14:31,547 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3312 +[2025-02-27 03:14:31,586 INFO hook.py line 289 943558] Test: [25/78] Loss 1.2036 +[2025-02-27 03:14:31,630 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7800 +[2025-02-27 03:14:31,680 INFO hook.py line 289 943558] Test: [27/78] Loss 1.5162 +[2025-02-27 03:14:31,711 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2059 +[2025-02-27 03:14:31,754 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2322 +[2025-02-27 03:14:31,814 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3768 +[2025-02-27 03:14:31,867 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4005 +[2025-02-27 03:14:31,911 INFO hook.py line 289 943558] Test: [32/78] Loss 0.6956 +[2025-02-27 03:14:31,960 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1518 +[2025-02-27 03:14:31,996 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7612 +[2025-02-27 03:14:32,033 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4314 +[2025-02-27 03:14:32,071 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9518 +[2025-02-27 03:14:32,106 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4605 +[2025-02-27 03:14:32,133 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2105 +[2025-02-27 03:14:32,192 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3355 +[2025-02-27 03:14:32,234 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7848 +[2025-02-27 03:14:32,275 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3024 +[2025-02-27 03:14:32,312 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1336 +[2025-02-27 03:14:32,351 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1061 +[2025-02-27 03:14:32,404 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4543 +[2025-02-27 03:14:32,449 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6466 +[2025-02-27 03:14:32,495 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6943 +[2025-02-27 03:14:32,531 INFO hook.py line 289 943558] Test: [47/78] Loss 2.3234 +[2025-02-27 03:14:32,562 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5268 +[2025-02-27 03:14:32,594 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6207 +[2025-02-27 03:14:32,624 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6899 +[2025-02-27 03:14:32,651 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4790 +[2025-02-27 03:14:32,684 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6978 +[2025-02-27 03:14:32,708 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3676 +[2025-02-27 03:14:32,744 INFO hook.py line 289 943558] Test: [54/78] Loss 2.3047 +[2025-02-27 03:14:32,780 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0281 +[2025-02-27 03:14:32,818 INFO hook.py line 289 943558] Test: [56/78] Loss 0.3246 +[2025-02-27 03:14:32,850 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5440 +[2025-02-27 03:14:32,876 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3072 +[2025-02-27 03:14:32,913 INFO hook.py line 289 943558] Test: [59/78] Loss 1.1171 +[2025-02-27 03:14:32,944 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6027 +[2025-02-27 03:14:32,974 INFO hook.py line 289 943558] Test: [61/78] Loss 2.8079 +[2025-02-27 03:14:33,006 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4287 +[2025-02-27 03:14:33,040 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5372 +[2025-02-27 03:14:33,093 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9683 +[2025-02-27 03:14:33,120 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8259 +[2025-02-27 03:14:33,160 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4258 +[2025-02-27 03:14:33,196 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2902 +[2025-02-27 03:14:33,228 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5300 +[2025-02-27 03:14:33,258 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3725 +[2025-02-27 03:14:33,310 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1585 +[2025-02-27 03:14:33,350 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9597 +[2025-02-27 03:14:33,399 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8052 +[2025-02-27 03:14:33,446 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5417 +[2025-02-27 03:14:33,486 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3616 +[2025-02-27 03:14:33,532 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4189 +[2025-02-27 03:14:33,560 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0577 +[2025-02-27 03:14:33,615 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2702 +[2025-02-27 03:14:33,641 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7225 +[2025-02-27 03:14:35,048 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:14:35,049 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:14:35,049 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] wall : 0.8350 0.9549 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] floor : 0.9587 0.9852 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] cabinet : 0.5606 0.7526 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] bed : 0.7524 0.8354 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] chair : 0.8878 0.9436 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] sofa : 0.7908 0.9125 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] table : 0.6749 0.7889 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] door : 0.6249 0.7363 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] window : 0.5675 0.7225 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] bookshelf : 0.7036 0.7704 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] picture : 0.3304 0.3950 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] counter : 0.6118 0.7553 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] desk : 0.5451 0.7478 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] curtain : 0.6445 0.7558 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] refridgerator : 0.4076 0.4484 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] shower curtain : 0.5942 0.6357 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] toilet : 0.9325 0.9685 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] sink : 0.6399 0.7146 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] bathtub : 0.8926 0.9249 +[2025-02-27 03:14:35,049 INFO hook.py line 232 943558] otherfurniture : 0.3216 0.3600 +[2025-02-27 03:14:35,049 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:14:35,049 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6638/0.7554/0.8790. +[2025-02-27 03:14:35,050 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:14:35,066 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:14:35,066 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:14:58,126 INFO hook.py line 109 943558] Train: [90/100][50/60] Data 0.001 (0.004) Batch 0.204 (0.319) Remain 00:03:14 loss: 0.3630 Lr: 1.68543e-04 +[2025-02-27 03:15:00,209 INFO misc.py line 135 943558] Train result: loss: 0.2471 +[2025-02-27 03:15:00,293 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:15:19,335 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0703 +[2025-02-27 03:15:19,968 INFO hook.py line 289 943558] Test: [2/78] Loss 0.4013 +[2025-02-27 03:15:20,013 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3528 +[2025-02-27 03:15:21,349 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6404 +[2025-02-27 03:15:21,380 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5373 +[2025-02-27 03:15:21,432 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6296 +[2025-02-27 03:15:21,479 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6643 +[2025-02-27 03:15:21,517 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2273 +[2025-02-27 03:15:21,566 INFO hook.py line 289 943558] Test: [9/78] Loss 1.3281 +[2025-02-27 03:15:21,611 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3449 +[2025-02-27 03:15:21,663 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4747 +[2025-02-27 03:15:21,696 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3730 +[2025-02-27 03:15:21,741 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4663 +[2025-02-27 03:15:21,788 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5846 +[2025-02-27 03:15:21,829 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7945 +[2025-02-27 03:15:21,874 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0512 +[2025-02-27 03:15:21,910 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4781 +[2025-02-27 03:15:21,944 INFO hook.py line 289 943558] Test: [18/78] Loss 0.6956 +[2025-02-27 03:15:21,985 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2332 +[2025-02-27 03:15:22,029 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5399 +[2025-02-27 03:15:22,063 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2362 +[2025-02-27 03:15:22,103 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3446 +[2025-02-27 03:15:22,136 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8674 +[2025-02-27 03:15:22,178 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3696 +[2025-02-27 03:15:22,225 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1779 +[2025-02-27 03:15:22,264 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7255 +[2025-02-27 03:15:22,313 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4538 +[2025-02-27 03:15:22,348 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1197 +[2025-02-27 03:15:22,378 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2290 +[2025-02-27 03:15:22,433 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3545 +[2025-02-27 03:15:22,488 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3630 +[2025-02-27 03:15:22,529 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5889 +[2025-02-27 03:15:22,578 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1607 +[2025-02-27 03:15:22,624 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7929 +[2025-02-27 03:15:22,666 INFO hook.py line 289 943558] Test: [35/78] Loss 0.3930 +[2025-02-27 03:15:22,709 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9632 +[2025-02-27 03:15:22,744 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4445 +[2025-02-27 03:15:22,774 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2168 +[2025-02-27 03:15:22,833 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3031 +[2025-02-27 03:15:22,876 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7402 +[2025-02-27 03:15:22,916 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2896 +[2025-02-27 03:15:22,942 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1393 +[2025-02-27 03:15:22,989 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1001 +[2025-02-27 03:15:23,042 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4750 +[2025-02-27 03:15:23,076 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6695 +[2025-02-27 03:15:23,124 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7027 +[2025-02-27 03:15:23,159 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1658 +[2025-02-27 03:15:23,190 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5260 +[2025-02-27 03:15:23,220 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5962 +[2025-02-27 03:15:23,250 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7020 +[2025-02-27 03:15:23,277 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4051 +[2025-02-27 03:15:23,308 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6689 +[2025-02-27 03:15:23,332 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3433 +[2025-02-27 03:15:23,365 INFO hook.py line 289 943558] Test: [54/78] Loss 2.1973 +[2025-02-27 03:15:23,400 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0310 +[2025-02-27 03:15:23,437 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2824 +[2025-02-27 03:15:23,468 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5324 +[2025-02-27 03:15:23,494 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3110 +[2025-02-27 03:15:23,531 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0734 +[2025-02-27 03:15:23,562 INFO hook.py line 289 943558] Test: [60/78] Loss 0.4734 +[2025-02-27 03:15:23,586 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6046 +[2025-02-27 03:15:23,619 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4069 +[2025-02-27 03:15:23,653 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5145 +[2025-02-27 03:15:23,706 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9541 +[2025-02-27 03:15:23,733 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8216 +[2025-02-27 03:15:23,772 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4171 +[2025-02-27 03:15:23,809 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2871 +[2025-02-27 03:15:23,841 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5192 +[2025-02-27 03:15:23,870 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3666 +[2025-02-27 03:15:23,923 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1137 +[2025-02-27 03:15:23,963 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9251 +[2025-02-27 03:15:24,013 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8083 +[2025-02-27 03:15:24,060 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5345 +[2025-02-27 03:15:24,099 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3148 +[2025-02-27 03:15:24,146 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4189 +[2025-02-27 03:15:24,174 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0012 +[2025-02-27 03:15:24,228 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2666 +[2025-02-27 03:15:24,253 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6750 +[2025-02-27 03:15:25,789 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:15:25,791 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:15:25,791 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] wall : 0.8370 0.9523 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] floor : 0.9594 0.9847 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] cabinet : 0.5589 0.7433 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] bed : 0.7515 0.8401 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] chair : 0.8919 0.9414 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] sofa : 0.7944 0.9129 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] table : 0.6742 0.7961 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] door : 0.6227 0.7323 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] window : 0.5673 0.7347 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] bookshelf : 0.7135 0.7962 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] picture : 0.3359 0.4173 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] counter : 0.6080 0.7565 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] desk : 0.5455 0.7383 +[2025-02-27 03:15:25,792 INFO hook.py line 232 943558] curtain : 0.6409 0.7407 +[2025-02-27 03:15:25,793 INFO hook.py line 232 943558] refridgerator : 0.4179 0.4702 +[2025-02-27 03:15:25,793 INFO hook.py line 232 943558] shower curtain : 0.6148 0.6657 +[2025-02-27 03:15:25,793 INFO hook.py line 232 943558] toilet : 0.9352 0.9726 +[2025-02-27 03:15:25,793 INFO hook.py line 232 943558] sink : 0.6392 0.7047 +[2025-02-27 03:15:25,793 INFO hook.py line 232 943558] bathtub : 0.8945 0.9275 +[2025-02-27 03:15:25,793 INFO hook.py line 232 943558] otherfurniture : 0.3293 0.3761 +[2025-02-27 03:15:25,793 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:15:25,793 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6666/0.7602/0.8796. +[2025-02-27 03:15:25,793 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:15:25,809 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:15:25,810 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:15:50,084 INFO hook.py line 109 943558] Train: [91/100][50/60] Data 0.002 (0.006) Batch 0.224 (0.305) Remain 00:02:47 loss: 0.1602 Lr: 1.37371e-04 +[2025-02-27 03:15:52,241 INFO misc.py line 135 943558] Train result: loss: 0.2422 +[2025-02-27 03:15:52,340 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:16:09,897 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0729 +[2025-02-27 03:16:09,940 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3806 +[2025-02-27 03:16:10,072 INFO hook.py line 289 943558] Test: [3/78] Loss 0.2566 +[2025-02-27 03:16:10,115 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6149 +[2025-02-27 03:16:10,147 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5624 +[2025-02-27 03:16:10,196 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6135 +[2025-02-27 03:16:10,241 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5504 +[2025-02-27 03:16:10,268 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2324 +[2025-02-27 03:16:10,307 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2793 +[2025-02-27 03:16:10,339 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3975 +[2025-02-27 03:16:10,379 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4868 +[2025-02-27 03:16:10,413 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3889 +[2025-02-27 03:16:10,457 INFO hook.py line 289 943558] Test: [13/78] Loss 1.5230 +[2025-02-27 03:16:10,492 INFO hook.py line 289 943558] Test: [14/78] Loss 2.4870 +[2025-02-27 03:16:10,525 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7538 +[2025-02-27 03:16:10,581 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0471 +[2025-02-27 03:16:10,615 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4535 +[2025-02-27 03:16:10,654 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7867 +[2025-02-27 03:16:10,700 INFO hook.py line 289 943558] Test: [19/78] Loss 1.3041 +[2025-02-27 03:16:10,737 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5606 +[2025-02-27 03:16:10,768 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2353 +[2025-02-27 03:16:10,806 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3661 +[2025-02-27 03:16:10,835 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7410 +[2025-02-27 03:16:10,875 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3468 +[2025-02-27 03:16:10,913 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1433 +[2025-02-27 03:16:10,952 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7376 +[2025-02-27 03:16:11,001 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4285 +[2025-02-27 03:16:11,032 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1642 +[2025-02-27 03:16:11,058 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2268 +[2025-02-27 03:16:11,109 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3510 +[2025-02-27 03:16:11,160 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3352 +[2025-02-27 03:16:11,192 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5605 +[2025-02-27 03:16:11,240 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1505 +[2025-02-27 03:16:11,277 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7586 +[2025-02-27 03:16:11,312 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4089 +[2025-02-27 03:16:11,356 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9862 +[2025-02-27 03:16:11,399 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4110 +[2025-02-27 03:16:11,426 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2105 +[2025-02-27 03:16:11,484 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3681 +[2025-02-27 03:16:11,526 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6592 +[2025-02-27 03:16:11,565 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3104 +[2025-02-27 03:16:11,601 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1395 +[2025-02-27 03:16:11,640 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1053 +[2025-02-27 03:16:11,690 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5183 +[2025-02-27 03:16:11,719 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6642 +[2025-02-27 03:16:11,764 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6893 +[2025-02-27 03:16:11,798 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0296 +[2025-02-27 03:16:11,826 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5259 +[2025-02-27 03:16:11,854 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4517 +[2025-02-27 03:16:11,881 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7775 +[2025-02-27 03:16:11,906 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5051 +[2025-02-27 03:16:11,935 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6613 +[2025-02-27 03:16:11,957 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3553 +[2025-02-27 03:16:11,987 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2674 +[2025-02-27 03:16:12,020 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0322 +[2025-02-27 03:16:12,056 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2676 +[2025-02-27 03:16:12,084 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5377 +[2025-02-27 03:16:12,107 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3002 +[2025-02-27 03:16:12,141 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9996 +[2025-02-27 03:16:12,170 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5607 +[2025-02-27 03:16:12,190 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6723 +[2025-02-27 03:16:12,220 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4040 +[2025-02-27 03:16:12,251 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5371 +[2025-02-27 03:16:12,302 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0454 +[2025-02-27 03:16:12,326 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8287 +[2025-02-27 03:16:12,362 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4442 +[2025-02-27 03:16:12,396 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2835 +[2025-02-27 03:16:12,425 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5384 +[2025-02-27 03:16:12,451 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3736 +[2025-02-27 03:16:12,501 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1584 +[2025-02-27 03:16:12,539 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9530 +[2025-02-27 03:16:12,586 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8574 +[2025-02-27 03:16:12,631 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5187 +[2025-02-27 03:16:12,668 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3395 +[2025-02-27 03:16:12,712 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4934 +[2025-02-27 03:16:12,737 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9518 +[2025-02-27 03:16:12,788 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2783 +[2025-02-27 03:16:12,811 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6277 +[2025-02-27 03:16:14,036 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:16:14,036 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:16:14,036 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:16:14,036 INFO hook.py line 232 943558] wall : 0.8392 0.9483 +[2025-02-27 03:16:14,036 INFO hook.py line 232 943558] floor : 0.9592 0.9854 +[2025-02-27 03:16:14,036 INFO hook.py line 232 943558] cabinet : 0.5570 0.7375 +[2025-02-27 03:16:14,036 INFO hook.py line 232 943558] bed : 0.7520 0.8445 +[2025-02-27 03:16:14,036 INFO hook.py line 232 943558] chair : 0.8909 0.9435 +[2025-02-27 03:16:14,036 INFO hook.py line 232 943558] sofa : 0.7994 0.9056 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] table : 0.6764 0.7835 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] door : 0.6235 0.7534 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] window : 0.5743 0.7432 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] bookshelf : 0.7064 0.7843 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] picture : 0.3401 0.4284 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] counter : 0.6110 0.7636 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] desk : 0.5544 0.7872 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] curtain : 0.6366 0.7376 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] refridgerator : 0.4200 0.4653 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] shower curtain : 0.5850 0.6270 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] toilet : 0.9357 0.9700 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] sink : 0.6375 0.7053 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] bathtub : 0.8949 0.9312 +[2025-02-27 03:16:14,037 INFO hook.py line 232 943558] otherfurniture : 0.3342 0.3847 +[2025-02-27 03:16:14,037 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:16:14,037 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6664/0.7615/0.8799. +[2025-02-27 03:16:14,037 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:16:14,039 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:16:14,039 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:16:36,560 INFO hook.py line 109 943558] Train: [92/100][50/60] Data 0.003 (0.006) Batch 0.281 (0.357) Remain 00:02:54 loss: 0.2659 Lr: 1.09330e-04 +[2025-02-27 03:16:39,041 INFO misc.py line 135 943558] Train result: loss: 0.2502 +[2025-02-27 03:16:39,135 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:16:57,773 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0718 +[2025-02-27 03:16:57,824 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3736 +[2025-02-27 03:16:57,866 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3631 +[2025-02-27 03:16:57,920 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6239 +[2025-02-27 03:16:57,964 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5609 +[2025-02-27 03:16:58,028 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6041 +[2025-02-27 03:16:58,088 INFO hook.py line 289 943558] Test: [7/78] Loss 0.5349 +[2025-02-27 03:16:59,496 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2319 +[2025-02-27 03:17:06,261 INFO hook.py line 289 943558] Test: [9/78] Loss 1.2402 +[2025-02-27 03:17:07,391 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3451 +[2025-02-27 03:17:08,021 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4823 +[2025-02-27 03:17:08,065 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3854 +[2025-02-27 03:17:08,179 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4207 +[2025-02-27 03:17:08,236 INFO hook.py line 289 943558] Test: [14/78] Loss 2.4997 +[2025-02-27 03:17:08,274 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7565 +[2025-02-27 03:17:08,326 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0424 +[2025-02-27 03:17:08,363 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4974 +[2025-02-27 03:17:08,396 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8029 +[2025-02-27 03:17:08,440 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2884 +[2025-02-27 03:17:08,474 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5152 +[2025-02-27 03:17:08,508 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2415 +[2025-02-27 03:17:08,547 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3318 +[2025-02-27 03:17:08,576 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7347 +[2025-02-27 03:17:08,619 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3623 +[2025-02-27 03:17:08,658 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1408 +[2025-02-27 03:17:08,699 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7279 +[2025-02-27 03:17:08,753 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4143 +[2025-02-27 03:17:08,790 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1592 +[2025-02-27 03:17:08,818 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2213 +[2025-02-27 03:17:08,870 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3522 +[2025-02-27 03:17:08,923 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4012 +[2025-02-27 03:17:08,955 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5372 +[2025-02-27 03:17:09,006 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1491 +[2025-02-27 03:17:09,054 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7333 +[2025-02-27 03:17:09,090 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4675 +[2025-02-27 03:17:09,132 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9744 +[2025-02-27 03:17:09,170 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4409 +[2025-02-27 03:17:09,199 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2004 +[2025-02-27 03:17:09,260 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3293 +[2025-02-27 03:17:09,316 INFO hook.py line 289 943558] Test: [40/78] Loss 1.6666 +[2025-02-27 03:17:09,360 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3119 +[2025-02-27 03:17:09,395 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1388 +[2025-02-27 03:17:09,429 INFO hook.py line 289 943558] Test: [43/78] Loss 0.0996 +[2025-02-27 03:17:09,481 INFO hook.py line 289 943558] Test: [44/78] Loss 0.5095 +[2025-02-27 03:17:09,517 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7020 +[2025-02-27 03:17:09,560 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6988 +[2025-02-27 03:17:09,597 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0354 +[2025-02-27 03:17:09,628 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5227 +[2025-02-27 03:17:09,659 INFO hook.py line 289 943558] Test: [49/78] Loss 1.4752 +[2025-02-27 03:17:09,690 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7828 +[2025-02-27 03:17:09,718 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4777 +[2025-02-27 03:17:09,749 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6539 +[2025-02-27 03:17:09,775 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3266 +[2025-02-27 03:17:09,808 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2635 +[2025-02-27 03:17:09,843 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0335 +[2025-02-27 03:17:09,881 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2217 +[2025-02-27 03:17:09,913 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5321 +[2025-02-27 03:17:09,939 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3113 +[2025-02-27 03:17:09,977 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0068 +[2025-02-27 03:17:10,009 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5368 +[2025-02-27 03:17:10,034 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6063 +[2025-02-27 03:17:10,068 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4060 +[2025-02-27 03:17:10,103 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5607 +[2025-02-27 03:17:10,156 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9595 +[2025-02-27 03:17:10,184 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9331 +[2025-02-27 03:17:10,223 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4296 +[2025-02-27 03:17:10,260 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2939 +[2025-02-27 03:17:10,293 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5419 +[2025-02-27 03:17:10,322 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3797 +[2025-02-27 03:17:10,374 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1597 +[2025-02-27 03:17:10,414 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9150 +[2025-02-27 03:17:10,465 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8708 +[2025-02-27 03:17:10,513 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5178 +[2025-02-27 03:17:10,553 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3729 +[2025-02-27 03:17:10,599 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4816 +[2025-02-27 03:17:10,630 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0091 +[2025-02-27 03:17:10,683 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2900 +[2025-02-27 03:17:10,708 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6314 +[2025-02-27 03:17:12,590 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:17:12,596 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:17:12,597 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] wall : 0.8393 0.9504 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] floor : 0.9590 0.9855 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] cabinet : 0.5615 0.7391 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] bed : 0.7530 0.8399 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] chair : 0.8910 0.9448 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] sofa : 0.7993 0.8974 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] table : 0.6754 0.7803 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] door : 0.6270 0.7529 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] window : 0.5747 0.7369 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] bookshelf : 0.7049 0.7896 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] picture : 0.3387 0.4250 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] counter : 0.6091 0.7612 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] desk : 0.5527 0.7798 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] curtain : 0.6351 0.7289 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] refridgerator : 0.4316 0.4998 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] shower curtain : 0.5968 0.6476 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] toilet : 0.9335 0.9631 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] sink : 0.6413 0.7149 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] bathtub : 0.8957 0.9279 +[2025-02-27 03:17:12,597 INFO hook.py line 232 943558] otherfurniture : 0.3333 0.3845 +[2025-02-27 03:17:12,597 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:17:12,597 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6676/0.7625/0.8802. +[2025-02-27 03:17:12,598 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:17:12,623 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:17:12,627 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:17:35,938 INFO hook.py line 109 943558] Train: [93/100][50/60] Data 0.001 (0.009) Batch 0.212 (0.309) Remain 00:02:12 loss: 0.1168 Lr: 8.44496e-05 +[2025-02-27 03:17:37,985 INFO misc.py line 135 943558] Train result: loss: 0.2393 +[2025-02-27 03:17:38,068 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:17:57,373 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0724 +[2025-02-27 03:17:57,432 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3536 +[2025-02-27 03:17:57,487 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3180 +[2025-02-27 03:17:57,663 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6606 +[2025-02-27 03:17:57,718 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5218 +[2025-02-27 03:17:57,776 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6628 +[2025-02-27 03:17:57,840 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6555 +[2025-02-27 03:17:58,294 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2519 +[2025-02-27 03:17:58,335 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1448 +[2025-02-27 03:17:58,375 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3405 +[2025-02-27 03:17:58,426 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4419 +[2025-02-27 03:17:58,463 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3916 +[2025-02-27 03:17:58,510 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4657 +[2025-02-27 03:17:58,548 INFO hook.py line 289 943558] Test: [14/78] Loss 2.6022 +[2025-02-27 03:17:58,595 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8103 +[2025-02-27 03:17:58,643 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0429 +[2025-02-27 03:17:58,690 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5086 +[2025-02-27 03:17:58,724 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7639 +[2025-02-27 03:17:58,765 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2618 +[2025-02-27 03:17:58,796 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5311 +[2025-02-27 03:17:58,835 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2340 +[2025-02-27 03:17:58,876 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3116 +[2025-02-27 03:17:58,918 INFO hook.py line 289 943558] Test: [23/78] Loss 0.7916 +[2025-02-27 03:17:58,960 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3585 +[2025-02-27 03:17:58,999 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1126 +[2025-02-27 03:17:59,041 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7676 +[2025-02-27 03:17:59,090 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4396 +[2025-02-27 03:17:59,131 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2087 +[2025-02-27 03:17:59,159 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2304 +[2025-02-27 03:17:59,222 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3948 +[2025-02-27 03:17:59,275 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4466 +[2025-02-27 03:17:59,308 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5850 +[2025-02-27 03:17:59,358 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1292 +[2025-02-27 03:17:59,397 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7590 +[2025-02-27 03:17:59,433 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4835 +[2025-02-27 03:17:59,467 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9589 +[2025-02-27 03:17:59,506 INFO hook.py line 289 943558] Test: [37/78] Loss 0.5169 +[2025-02-27 03:17:59,538 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2109 +[2025-02-27 03:17:59,597 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3420 +[2025-02-27 03:17:59,639 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7358 +[2025-02-27 03:17:59,681 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3083 +[2025-02-27 03:17:59,709 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1365 +[2025-02-27 03:17:59,743 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1003 +[2025-02-27 03:17:59,796 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4769 +[2025-02-27 03:17:59,831 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7044 +[2025-02-27 03:17:59,888 INFO hook.py line 289 943558] Test: [46/78] Loss 0.6939 +[2025-02-27 03:17:59,924 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1587 +[2025-02-27 03:17:59,955 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5426 +[2025-02-27 03:17:59,987 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6033 +[2025-02-27 03:18:00,018 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7265 +[2025-02-27 03:18:00,046 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4210 +[2025-02-27 03:18:00,079 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6674 +[2025-02-27 03:18:00,104 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3265 +[2025-02-27 03:18:00,138 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2791 +[2025-02-27 03:18:00,173 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0287 +[2025-02-27 03:18:00,211 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2420 +[2025-02-27 03:18:00,242 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5348 +[2025-02-27 03:18:00,268 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3221 +[2025-02-27 03:18:00,303 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0397 +[2025-02-27 03:18:00,335 INFO hook.py line 289 943558] Test: [60/78] Loss 0.5385 +[2025-02-27 03:18:00,358 INFO hook.py line 289 943558] Test: [61/78] Loss 2.7390 +[2025-02-27 03:18:00,391 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3788 +[2025-02-27 03:18:00,425 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5666 +[2025-02-27 03:18:00,477 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9354 +[2025-02-27 03:18:00,505 INFO hook.py line 289 943558] Test: [65/78] Loss 0.8837 +[2025-02-27 03:18:00,544 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4308 +[2025-02-27 03:18:00,580 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2961 +[2025-02-27 03:18:00,612 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5546 +[2025-02-27 03:18:00,640 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3705 +[2025-02-27 03:18:00,692 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1247 +[2025-02-27 03:18:00,733 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8659 +[2025-02-27 03:18:00,782 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8313 +[2025-02-27 03:18:00,830 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5311 +[2025-02-27 03:18:00,871 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3744 +[2025-02-27 03:18:00,917 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4491 +[2025-02-27 03:18:00,945 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0045 +[2025-02-27 03:18:00,998 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2905 +[2025-02-27 03:18:01,023 INFO hook.py line 289 943558] Test: [78/78] Loss 0.7197 +[2025-02-27 03:18:02,606 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:18:02,606 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:18:02,606 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] wall : 0.8369 0.9526 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] floor : 0.9586 0.9858 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] cabinet : 0.5636 0.7429 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] bed : 0.7513 0.8454 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] chair : 0.8914 0.9436 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] sofa : 0.8004 0.9087 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] table : 0.6762 0.7851 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] door : 0.6220 0.7490 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] window : 0.5713 0.7194 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] bookshelf : 0.7030 0.7827 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] picture : 0.3351 0.4153 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] counter : 0.6072 0.7819 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] desk : 0.5555 0.7536 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] curtain : 0.6412 0.7323 +[2025-02-27 03:18:02,607 INFO hook.py line 232 943558] refridgerator : 0.4146 0.4669 +[2025-02-27 03:18:02,608 INFO hook.py line 232 943558] shower curtain : 0.6008 0.6451 +[2025-02-27 03:18:02,608 INFO hook.py line 232 943558] toilet : 0.9322 0.9649 +[2025-02-27 03:18:02,608 INFO hook.py line 232 943558] sink : 0.6430 0.7159 +[2025-02-27 03:18:02,608 INFO hook.py line 232 943558] bathtub : 0.8960 0.9305 +[2025-02-27 03:18:02,608 INFO hook.py line 232 943558] otherfurniture : 0.3298 0.3780 +[2025-02-27 03:18:02,608 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:18:02,608 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6665/0.7600/0.8798. +[2025-02-27 03:18:02,608 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:18:02,614 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:18:02,614 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:18:26,905 INFO hook.py line 109 943558] Train: [94/100][50/60] Data 0.001 (0.005) Batch 0.307 (0.297) Remain 00:01:49 loss: 0.2193 Lr: 6.27578e-05 +[2025-02-27 03:18:28,991 INFO misc.py line 135 943558] Train result: loss: 0.2303 +[2025-02-27 03:18:29,076 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:18:49,675 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0715 +[2025-02-27 03:18:49,723 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3538 +[2025-02-27 03:18:49,755 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3547 +[2025-02-27 03:18:49,801 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6597 +[2025-02-27 03:18:49,833 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5458 +[2025-02-27 03:18:49,898 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5536 +[2025-02-27 03:18:49,949 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6542 +[2025-02-27 03:18:49,976 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2479 +[2025-02-27 03:18:50,029 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1536 +[2025-02-27 03:18:50,067 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3636 +[2025-02-27 03:18:50,109 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4610 +[2025-02-27 03:18:50,156 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3639 +[2025-02-27 03:18:50,201 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3425 +[2025-02-27 03:18:50,243 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5185 +[2025-02-27 03:18:50,278 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8478 +[2025-02-27 03:18:50,337 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0444 +[2025-02-27 03:18:50,372 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5174 +[2025-02-27 03:18:50,407 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7134 +[2025-02-27 03:18:50,450 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2409 +[2025-02-27 03:18:50,485 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5279 +[2025-02-27 03:18:50,520 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2372 +[2025-02-27 03:18:50,561 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3151 +[2025-02-27 03:18:50,590 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8520 +[2025-02-27 03:18:50,635 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3699 +[2025-02-27 03:18:50,686 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1590 +[2025-02-27 03:18:50,742 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7626 +[2025-02-27 03:18:50,802 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4444 +[2025-02-27 03:18:50,842 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2524 +[2025-02-27 03:18:50,873 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2238 +[2025-02-27 03:18:50,939 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4038 +[2025-02-27 03:18:50,992 INFO hook.py line 289 943558] Test: [31/78] Loss 0.4024 +[2025-02-27 03:18:51,028 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5496 +[2025-02-27 03:18:51,085 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1389 +[2025-02-27 03:18:51,121 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7819 +[2025-02-27 03:18:51,158 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4356 +[2025-02-27 03:18:51,203 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9516 +[2025-02-27 03:18:51,241 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4879 +[2025-02-27 03:18:51,276 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2019 +[2025-02-27 03:18:51,335 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3120 +[2025-02-27 03:18:51,376 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7206 +[2025-02-27 03:18:51,417 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3138 +[2025-02-27 03:18:51,444 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1369 +[2025-02-27 03:18:51,484 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1016 +[2025-02-27 03:18:51,535 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4721 +[2025-02-27 03:18:51,565 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6911 +[2025-02-27 03:18:51,619 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7072 +[2025-02-27 03:18:51,656 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0033 +[2025-02-27 03:18:51,687 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5148 +[2025-02-27 03:18:51,718 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6110 +[2025-02-27 03:18:51,749 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6928 +[2025-02-27 03:18:51,780 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4596 +[2025-02-27 03:18:51,812 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6460 +[2025-02-27 03:18:51,836 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3456 +[2025-02-27 03:18:51,870 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2567 +[2025-02-27 03:18:51,904 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0306 +[2025-02-27 03:18:51,944 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2875 +[2025-02-27 03:18:51,979 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5190 +[2025-02-27 03:18:52,006 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3282 +[2025-02-27 03:18:52,043 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0060 +[2025-02-27 03:18:52,075 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6633 +[2025-02-27 03:18:52,098 INFO hook.py line 289 943558] Test: [61/78] Loss 2.7748 +[2025-02-27 03:18:52,130 INFO hook.py line 289 943558] Test: [62/78] Loss 0.4033 +[2025-02-27 03:18:52,164 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4973 +[2025-02-27 03:18:52,216 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9569 +[2025-02-27 03:18:52,242 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9317 +[2025-02-27 03:18:52,281 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4287 +[2025-02-27 03:18:52,317 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2933 +[2025-02-27 03:18:52,347 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5433 +[2025-02-27 03:18:52,376 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3834 +[2025-02-27 03:18:52,428 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1723 +[2025-02-27 03:18:52,469 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8325 +[2025-02-27 03:18:52,520 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8389 +[2025-02-27 03:18:52,567 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5351 +[2025-02-27 03:18:52,607 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3421 +[2025-02-27 03:18:52,654 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4714 +[2025-02-27 03:18:52,682 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0082 +[2025-02-27 03:18:52,735 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2871 +[2025-02-27 03:18:52,761 INFO hook.py line 289 943558] Test: [78/78] Loss 0.5936 +[2025-02-27 03:18:54,361 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:18:54,366 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:18:54,369 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:18:54,369 INFO hook.py line 232 943558] wall : 0.8382 0.9539 +[2025-02-27 03:18:54,369 INFO hook.py line 232 943558] floor : 0.9590 0.9857 +[2025-02-27 03:18:54,369 INFO hook.py line 232 943558] cabinet : 0.5641 0.7496 +[2025-02-27 03:18:54,369 INFO hook.py line 232 943558] bed : 0.7508 0.8454 +[2025-02-27 03:18:54,372 INFO hook.py line 232 943558] chair : 0.8922 0.9444 +[2025-02-27 03:18:54,373 INFO hook.py line 232 943558] sofa : 0.8027 0.9059 +[2025-02-27 03:18:54,373 INFO hook.py line 232 943558] table : 0.6737 0.7927 +[2025-02-27 03:18:54,374 INFO hook.py line 232 943558] door : 0.6252 0.7406 +[2025-02-27 03:18:54,374 INFO hook.py line 232 943558] window : 0.5736 0.7236 +[2025-02-27 03:18:54,375 INFO hook.py line 232 943558] bookshelf : 0.7044 0.7868 +[2025-02-27 03:18:54,375 INFO hook.py line 232 943558] picture : 0.3391 0.4111 +[2025-02-27 03:18:54,375 INFO hook.py line 232 943558] counter : 0.6083 0.7678 +[2025-02-27 03:18:54,376 INFO hook.py line 232 943558] desk : 0.5500 0.7531 +[2025-02-27 03:18:54,376 INFO hook.py line 232 943558] curtain : 0.6354 0.7299 +[2025-02-27 03:18:54,376 INFO hook.py line 232 943558] refridgerator : 0.4090 0.4687 +[2025-02-27 03:18:54,376 INFO hook.py line 232 943558] shower curtain : 0.6013 0.6489 +[2025-02-27 03:18:54,377 INFO hook.py line 232 943558] toilet : 0.9362 0.9688 +[2025-02-27 03:18:54,377 INFO hook.py line 232 943558] sink : 0.6421 0.7175 +[2025-02-27 03:18:54,377 INFO hook.py line 232 943558] bathtub : 0.8971 0.9294 +[2025-02-27 03:18:54,377 INFO hook.py line 232 943558] otherfurniture : 0.3264 0.3696 +[2025-02-27 03:18:54,377 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:18:54,377 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6665/0.7597/0.8802. +[2025-02-27 03:18:54,378 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:18:54,393 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:18:54,393 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:19:18,296 INFO hook.py line 109 943558] Train: [95/100][50/60] Data 0.001 (0.005) Batch 0.205 (0.319) Remain 00:01:38 loss: 0.3102 Lr: 4.42782e-05 +[2025-02-27 03:19:20,413 INFO misc.py line 135 943558] Train result: loss: 0.2419 +[2025-02-27 03:19:20,489 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:19:38,706 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0697 +[2025-02-27 03:19:39,424 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3811 +[2025-02-27 03:19:39,457 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3568 +[2025-02-27 03:19:39,504 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6142 +[2025-02-27 03:19:39,536 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5613 +[2025-02-27 03:19:39,586 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5748 +[2025-02-27 03:19:39,639 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6275 +[2025-02-27 03:19:39,668 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2369 +[2025-02-27 03:19:39,709 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1793 +[2025-02-27 03:19:39,801 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3456 +[2025-02-27 03:19:39,842 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4659 +[2025-02-27 03:19:39,881 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3679 +[2025-02-27 03:19:39,925 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3534 +[2025-02-27 03:19:39,962 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5605 +[2025-02-27 03:19:39,996 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8083 +[2025-02-27 03:19:40,045 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0452 +[2025-02-27 03:19:40,081 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4894 +[2025-02-27 03:19:40,116 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7295 +[2025-02-27 03:19:40,159 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2523 +[2025-02-27 03:19:40,197 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5591 +[2025-02-27 03:19:40,231 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2310 +[2025-02-27 03:19:40,266 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3417 +[2025-02-27 03:19:40,295 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8162 +[2025-02-27 03:19:40,336 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3646 +[2025-02-27 03:19:40,373 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1675 +[2025-02-27 03:19:40,413 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7752 +[2025-02-27 03:19:40,461 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4451 +[2025-02-27 03:19:40,502 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2199 +[2025-02-27 03:19:40,530 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2212 +[2025-02-27 03:19:40,580 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3923 +[2025-02-27 03:19:40,632 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3829 +[2025-02-27 03:19:40,668 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5680 +[2025-02-27 03:19:40,716 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1480 +[2025-02-27 03:19:40,751 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7907 +[2025-02-27 03:19:40,785 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4688 +[2025-02-27 03:19:40,828 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9474 +[2025-02-27 03:19:40,864 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4533 +[2025-02-27 03:19:40,904 INFO hook.py line 289 943558] Test: [38/78] Loss 0.1988 +[2025-02-27 03:19:40,962 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3360 +[2025-02-27 03:19:41,004 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7570 +[2025-02-27 03:19:41,044 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3082 +[2025-02-27 03:19:41,068 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1358 +[2025-02-27 03:19:41,100 INFO hook.py line 289 943558] Test: [43/78] Loss 0.0974 +[2025-02-27 03:19:41,154 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4682 +[2025-02-27 03:19:41,187 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7039 +[2025-02-27 03:19:41,228 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7061 +[2025-02-27 03:19:41,263 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1344 +[2025-02-27 03:19:41,292 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5103 +[2025-02-27 03:19:41,322 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5534 +[2025-02-27 03:19:41,351 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7035 +[2025-02-27 03:19:41,376 INFO hook.py line 289 943558] Test: [51/78] Loss 1.5580 +[2025-02-27 03:19:41,405 INFO hook.py line 289 943558] Test: [52/78] Loss 0.7098 +[2025-02-27 03:19:41,427 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3482 +[2025-02-27 03:19:41,457 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2111 +[2025-02-27 03:19:41,490 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0283 +[2025-02-27 03:19:41,525 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2589 +[2025-02-27 03:19:41,554 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5400 +[2025-02-27 03:19:41,577 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3331 +[2025-02-27 03:19:41,611 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9941 +[2025-02-27 03:19:41,640 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6925 +[2025-02-27 03:19:41,661 INFO hook.py line 289 943558] Test: [61/78] Loss 2.7164 +[2025-02-27 03:19:41,691 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3720 +[2025-02-27 03:19:41,723 INFO hook.py line 289 943558] Test: [63/78] Loss 1.4997 +[2025-02-27 03:19:41,775 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9656 +[2025-02-27 03:19:41,799 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9201 +[2025-02-27 03:19:41,836 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4204 +[2025-02-27 03:19:41,870 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2955 +[2025-02-27 03:19:41,899 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5423 +[2025-02-27 03:19:41,925 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3794 +[2025-02-27 03:19:41,975 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1147 +[2025-02-27 03:19:42,013 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9085 +[2025-02-27 03:19:42,060 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8271 +[2025-02-27 03:19:42,104 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5266 +[2025-02-27 03:19:42,142 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3360 +[2025-02-27 03:19:42,186 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4718 +[2025-02-27 03:19:42,211 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0094 +[2025-02-27 03:19:42,263 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2924 +[2025-02-27 03:19:42,286 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6015 +[2025-02-27 03:19:43,407 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:19:43,407 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:19:43,407 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] wall : 0.8379 0.9539 +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] floor : 0.9592 0.9854 +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] cabinet : 0.5648 0.7499 +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] bed : 0.7516 0.8432 +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] chair : 0.8924 0.9454 +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] sofa : 0.8003 0.9063 +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] table : 0.6775 0.7901 +[2025-02-27 03:19:43,407 INFO hook.py line 232 943558] door : 0.6230 0.7337 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] window : 0.5746 0.7301 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] bookshelf : 0.7035 0.7939 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] picture : 0.3341 0.4035 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] counter : 0.6088 0.7622 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] desk : 0.5519 0.7634 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] curtain : 0.6357 0.7274 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] refridgerator : 0.4206 0.4726 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] shower curtain : 0.5955 0.6430 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] toilet : 0.9354 0.9695 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] sink : 0.6396 0.7142 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] bathtub : 0.8920 0.9238 +[2025-02-27 03:19:43,408 INFO hook.py line 232 943558] otherfurniture : 0.3261 0.3700 +[2025-02-27 03:19:43,408 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:19:43,408 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6662/0.7591/0.8803. +[2025-02-27 03:19:43,408 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:19:43,415 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:19:43,415 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:20:06,179 INFO hook.py line 109 943558] Train: [96/100][50/60] Data 0.006 (0.005) Batch 0.323 (0.326) Remain 00:01:21 loss: 0.1734 Lr: 2.90309e-05 +[2025-02-27 03:20:09,191 INFO misc.py line 135 943558] Train result: loss: 0.2540 +[2025-02-27 03:20:09,287 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:20:28,544 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0733 +[2025-02-27 03:20:28,593 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3762 +[2025-02-27 03:20:28,651 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3433 +[2025-02-27 03:20:28,708 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6377 +[2025-02-27 03:20:28,770 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5609 +[2025-02-27 03:20:28,843 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6096 +[2025-02-27 03:20:28,901 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6751 +[2025-02-27 03:20:28,942 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2411 +[2025-02-27 03:20:37,531 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1573 +[2025-02-27 03:20:37,575 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3342 +[2025-02-27 03:20:38,837 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4764 +[2025-02-27 03:20:38,887 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3796 +[2025-02-27 03:20:38,933 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3827 +[2025-02-27 03:20:38,978 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5262 +[2025-02-27 03:20:39,021 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7879 +[2025-02-27 03:20:39,067 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0443 +[2025-02-27 03:20:39,109 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5207 +[2025-02-27 03:20:39,149 INFO hook.py line 289 943558] Test: [18/78] Loss 0.8248 +[2025-02-27 03:20:39,191 INFO hook.py line 289 943558] Test: [19/78] Loss 1.3046 +[2025-02-27 03:20:39,227 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5682 +[2025-02-27 03:20:39,263 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2377 +[2025-02-27 03:20:39,300 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3609 +[2025-02-27 03:20:39,338 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8536 +[2025-02-27 03:20:39,380 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3915 +[2025-02-27 03:20:39,429 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1252 +[2025-02-27 03:20:39,467 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7559 +[2025-02-27 03:20:39,517 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4257 +[2025-02-27 03:20:39,551 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1860 +[2025-02-27 03:20:39,580 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2223 +[2025-02-27 03:20:39,634 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3836 +[2025-02-27 03:20:39,688 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3822 +[2025-02-27 03:20:39,721 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5377 +[2025-02-27 03:20:39,770 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1419 +[2025-02-27 03:20:39,808 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8388 +[2025-02-27 03:20:39,844 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4478 +[2025-02-27 03:20:39,879 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9440 +[2025-02-27 03:20:39,918 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4887 +[2025-02-27 03:20:39,950 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2044 +[2025-02-27 03:20:40,009 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3075 +[2025-02-27 03:20:40,053 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7386 +[2025-02-27 03:20:40,094 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3122 +[2025-02-27 03:20:40,130 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1377 +[2025-02-27 03:20:40,176 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1058 +[2025-02-27 03:20:40,227 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4640 +[2025-02-27 03:20:40,283 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7193 +[2025-02-27 03:20:40,327 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7018 +[2025-02-27 03:20:40,363 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1454 +[2025-02-27 03:20:40,394 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5131 +[2025-02-27 03:20:40,426 INFO hook.py line 289 943558] Test: [49/78] Loss 1.6148 +[2025-02-27 03:20:40,456 INFO hook.py line 289 943558] Test: [50/78] Loss 0.6793 +[2025-02-27 03:20:40,483 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4618 +[2025-02-27 03:20:40,515 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6467 +[2025-02-27 03:20:40,540 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3576 +[2025-02-27 03:20:40,573 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2713 +[2025-02-27 03:20:40,609 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0287 +[2025-02-27 03:20:40,646 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2841 +[2025-02-27 03:20:40,680 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5167 +[2025-02-27 03:20:40,711 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3257 +[2025-02-27 03:20:40,749 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0164 +[2025-02-27 03:20:40,781 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6812 +[2025-02-27 03:20:40,804 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6714 +[2025-02-27 03:20:40,837 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3875 +[2025-02-27 03:20:40,871 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5505 +[2025-02-27 03:20:40,923 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9887 +[2025-02-27 03:20:40,950 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9165 +[2025-02-27 03:20:40,993 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4178 +[2025-02-27 03:20:41,029 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2918 +[2025-02-27 03:20:41,060 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5454 +[2025-02-27 03:20:41,089 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3802 +[2025-02-27 03:20:41,141 INFO hook.py line 289 943558] Test: [70/78] Loss 1.2294 +[2025-02-27 03:20:41,182 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9256 +[2025-02-27 03:20:41,231 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8048 +[2025-02-27 03:20:41,278 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5231 +[2025-02-27 03:20:41,317 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3852 +[2025-02-27 03:20:41,364 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4265 +[2025-02-27 03:20:41,395 INFO hook.py line 289 943558] Test: [76/78] Loss 1.0039 +[2025-02-27 03:20:41,448 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2863 +[2025-02-27 03:20:41,474 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6229 +[2025-02-27 03:20:43,192 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:20:43,192 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:20:43,192 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:20:43,192 INFO hook.py line 232 943558] wall : 0.8382 0.9518 +[2025-02-27 03:20:43,192 INFO hook.py line 232 943558] floor : 0.9591 0.9854 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] cabinet : 0.5620 0.7483 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] bed : 0.7547 0.8426 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] chair : 0.8925 0.9449 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] sofa : 0.7967 0.9061 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] table : 0.6755 0.7950 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] door : 0.6233 0.7490 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] window : 0.5730 0.7272 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] bookshelf : 0.7052 0.7915 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] picture : 0.3358 0.4064 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] counter : 0.6085 0.7628 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] desk : 0.5489 0.7511 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] curtain : 0.6393 0.7299 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] refridgerator : 0.4124 0.4665 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] shower curtain : 0.6002 0.6474 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] toilet : 0.9361 0.9690 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] sink : 0.6432 0.7192 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] bathtub : 0.8970 0.9282 +[2025-02-27 03:20:43,193 INFO hook.py line 232 943558] otherfurniture : 0.3261 0.3697 +[2025-02-27 03:20:43,193 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:20:43,193 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6664/0.7596/0.8800. +[2025-02-27 03:20:43,194 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:20:43,211 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:20:43,213 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:21:06,893 INFO hook.py line 109 943558] Train: [97/100][50/60] Data 0.001 (0.005) Batch 0.209 (0.302) Remain 00:00:57 loss: 0.2058 Lr: 1.70327e-05 +[2025-02-27 03:21:08,978 INFO misc.py line 135 943558] Train result: loss: 0.2315 +[2025-02-27 03:21:09,053 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:21:29,251 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0705 +[2025-02-27 03:21:29,305 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3407 +[2025-02-27 03:21:29,345 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3420 +[2025-02-27 03:21:29,391 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6442 +[2025-02-27 03:21:29,434 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5580 +[2025-02-27 03:21:29,491 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6309 +[2025-02-27 03:21:29,538 INFO hook.py line 289 943558] Test: [7/78] Loss 0.7011 +[2025-02-27 03:21:29,568 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2379 +[2025-02-27 03:21:29,613 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1692 +[2025-02-27 03:21:29,659 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3544 +[2025-02-27 03:21:29,706 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4735 +[2025-02-27 03:21:29,745 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3847 +[2025-02-27 03:21:29,796 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4008 +[2025-02-27 03:21:29,835 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5523 +[2025-02-27 03:21:29,872 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7734 +[2025-02-27 03:21:29,919 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0476 +[2025-02-27 03:21:29,957 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5236 +[2025-02-27 03:21:30,004 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7858 +[2025-02-27 03:21:30,045 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2945 +[2025-02-27 03:21:30,077 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5691 +[2025-02-27 03:21:30,120 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2376 +[2025-02-27 03:21:30,159 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3777 +[2025-02-27 03:21:30,204 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8248 +[2025-02-27 03:21:30,247 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4200 +[2025-02-27 03:21:30,286 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1476 +[2025-02-27 03:21:30,326 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7859 +[2025-02-27 03:21:30,375 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4388 +[2025-02-27 03:21:30,416 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2018 +[2025-02-27 03:21:30,452 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2264 +[2025-02-27 03:21:30,504 INFO hook.py line 289 943558] Test: [30/78] Loss 0.4032 +[2025-02-27 03:21:30,558 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3969 +[2025-02-27 03:21:30,602 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5371 +[2025-02-27 03:21:30,659 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1291 +[2025-02-27 03:21:30,700 INFO hook.py line 289 943558] Test: [34/78] Loss 0.7912 +[2025-02-27 03:21:30,739 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4502 +[2025-02-27 03:21:30,788 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9635 +[2025-02-27 03:21:30,830 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4940 +[2025-02-27 03:21:30,869 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2081 +[2025-02-27 03:21:30,927 INFO hook.py line 289 943558] Test: [39/78] Loss 2.2944 +[2025-02-27 03:21:30,981 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7559 +[2025-02-27 03:21:31,022 INFO hook.py line 289 943558] Test: [41/78] Loss 1.2983 +[2025-02-27 03:21:31,048 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1348 +[2025-02-27 03:21:31,091 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1058 +[2025-02-27 03:21:31,154 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4476 +[2025-02-27 03:21:31,183 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7234 +[2025-02-27 03:21:31,229 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7037 +[2025-02-27 03:21:31,266 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0704 +[2025-02-27 03:21:31,297 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5329 +[2025-02-27 03:21:31,328 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5612 +[2025-02-27 03:21:31,359 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7364 +[2025-02-27 03:21:31,387 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4141 +[2025-02-27 03:21:31,419 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6540 +[2025-02-27 03:21:31,446 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3527 +[2025-02-27 03:21:31,479 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2905 +[2025-02-27 03:21:31,515 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0274 +[2025-02-27 03:21:31,554 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2624 +[2025-02-27 03:21:31,586 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5282 +[2025-02-27 03:21:31,612 INFO hook.py line 289 943558] Test: [58/78] Loss 0.2926 +[2025-02-27 03:21:31,649 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9929 +[2025-02-27 03:21:31,681 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6804 +[2025-02-27 03:21:31,705 INFO hook.py line 289 943558] Test: [61/78] Loss 2.7179 +[2025-02-27 03:21:31,738 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3826 +[2025-02-27 03:21:31,772 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5582 +[2025-02-27 03:21:31,824 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9771 +[2025-02-27 03:21:31,851 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9261 +[2025-02-27 03:21:31,891 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4124 +[2025-02-27 03:21:31,927 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2893 +[2025-02-27 03:21:31,959 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5517 +[2025-02-27 03:21:31,987 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3744 +[2025-02-27 03:21:32,039 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1726 +[2025-02-27 03:21:32,080 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9040 +[2025-02-27 03:21:32,129 INFO hook.py line 289 943558] Test: [72/78] Loss 0.7678 +[2025-02-27 03:21:32,176 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5254 +[2025-02-27 03:21:32,215 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3437 +[2025-02-27 03:21:32,261 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4534 +[2025-02-27 03:21:32,289 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9912 +[2025-02-27 03:21:32,342 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2731 +[2025-02-27 03:21:32,367 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6251 +[2025-02-27 03:21:33,705 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:21:33,705 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:21:33,705 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] wall : 0.8387 0.9516 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] floor : 0.9592 0.9855 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] cabinet : 0.5623 0.7464 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] bed : 0.7543 0.8437 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] chair : 0.8920 0.9446 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] sofa : 0.7982 0.9075 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] table : 0.6751 0.7959 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] door : 0.6224 0.7448 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] window : 0.5743 0.7328 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] bookshelf : 0.7049 0.7946 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] picture : 0.3398 0.4117 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] counter : 0.6088 0.7675 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] desk : 0.5449 0.7494 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] curtain : 0.6392 0.7316 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] refridgerator : 0.4203 0.4710 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] shower curtain : 0.5978 0.6454 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] toilet : 0.9354 0.9676 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] sink : 0.6423 0.7183 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] bathtub : 0.8961 0.9274 +[2025-02-27 03:21:33,705 INFO hook.py line 232 943558] otherfurniture : 0.3258 0.3691 +[2025-02-27 03:21:33,706 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:21:33,706 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6666/0.7603/0.8801. +[2025-02-27 03:21:33,706 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:21:33,716 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:21:33,716 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:21:57,668 INFO hook.py line 109 943558] Train: [98/100][50/60] Data 0.002 (0.005) Batch 0.201 (0.321) Remain 00:00:41 loss: 0.1303 Lr: 8.29660e-06 +[2025-02-27 03:21:59,728 INFO misc.py line 135 943558] Train result: loss: 0.2494 +[2025-02-27 03:21:59,812 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:22:19,743 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0705 +[2025-02-27 03:22:19,785 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3689 +[2025-02-27 03:22:19,821 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3405 +[2025-02-27 03:22:19,869 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6262 +[2025-02-27 03:22:19,909 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5542 +[2025-02-27 03:22:19,971 INFO hook.py line 289 943558] Test: [6/78] Loss 2.5885 +[2025-02-27 03:22:20,027 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6540 +[2025-02-27 03:22:20,066 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2390 +[2025-02-27 03:22:20,106 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1892 +[2025-02-27 03:22:20,142 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3531 +[2025-02-27 03:22:20,193 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4823 +[2025-02-27 03:22:20,237 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3502 +[2025-02-27 03:22:20,282 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3660 +[2025-02-27 03:22:20,322 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5680 +[2025-02-27 03:22:20,357 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7703 +[2025-02-27 03:22:20,399 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0434 +[2025-02-27 03:22:20,435 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4832 +[2025-02-27 03:22:20,471 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7410 +[2025-02-27 03:22:20,517 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2681 +[2025-02-27 03:22:20,552 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5620 +[2025-02-27 03:22:20,585 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2412 +[2025-02-27 03:22:20,629 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3525 +[2025-02-27 03:22:20,662 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8021 +[2025-02-27 03:22:20,704 INFO hook.py line 289 943558] Test: [24/78] Loss 1.3849 +[2025-02-27 03:22:20,744 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1145 +[2025-02-27 03:22:20,790 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7488 +[2025-02-27 03:22:20,839 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4225 +[2025-02-27 03:22:20,878 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2122 +[2025-02-27 03:22:20,906 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2261 +[2025-02-27 03:22:20,960 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3729 +[2025-02-27 03:22:21,013 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3781 +[2025-02-27 03:22:21,049 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5552 +[2025-02-27 03:22:21,105 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1469 +[2025-02-27 03:22:21,141 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8397 +[2025-02-27 03:22:21,177 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4527 +[2025-02-27 03:22:21,218 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9603 +[2025-02-27 03:22:21,263 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4581 +[2025-02-27 03:22:21,292 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2182 +[2025-02-27 03:22:21,351 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3221 +[2025-02-27 03:22:21,398 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7433 +[2025-02-27 03:22:21,446 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3004 +[2025-02-27 03:22:21,484 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1358 +[2025-02-27 03:22:21,523 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1032 +[2025-02-27 03:22:21,581 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4733 +[2025-02-27 03:22:21,614 INFO hook.py line 289 943558] Test: [45/78] Loss 0.7332 +[2025-02-27 03:22:21,660 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7049 +[2025-02-27 03:22:21,697 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0675 +[2025-02-27 03:22:21,735 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5298 +[2025-02-27 03:22:21,768 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5997 +[2025-02-27 03:22:21,798 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7240 +[2025-02-27 03:22:21,826 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4216 +[2025-02-27 03:22:21,859 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6618 +[2025-02-27 03:22:21,883 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3346 +[2025-02-27 03:22:21,917 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2703 +[2025-02-27 03:22:21,953 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0285 +[2025-02-27 03:22:21,990 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2576 +[2025-02-27 03:22:22,022 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5189 +[2025-02-27 03:22:22,047 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3043 +[2025-02-27 03:22:22,087 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9914 +[2025-02-27 03:22:22,121 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6753 +[2025-02-27 03:22:22,149 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6954 +[2025-02-27 03:22:22,189 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3775 +[2025-02-27 03:22:22,223 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5248 +[2025-02-27 03:22:22,276 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9736 +[2025-02-27 03:22:22,303 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9401 +[2025-02-27 03:22:22,342 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4204 +[2025-02-27 03:22:22,379 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2851 +[2025-02-27 03:22:22,411 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5414 +[2025-02-27 03:22:22,440 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3739 +[2025-02-27 03:22:22,492 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1622 +[2025-02-27 03:22:22,532 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9192 +[2025-02-27 03:22:22,581 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8078 +[2025-02-27 03:22:22,628 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5280 +[2025-02-27 03:22:22,667 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3738 +[2025-02-27 03:22:22,713 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4421 +[2025-02-27 03:22:22,742 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9806 +[2025-02-27 03:22:22,795 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2777 +[2025-02-27 03:22:22,821 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6338 +[2025-02-27 03:22:24,287 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:22:24,287 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:22:24,287 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] wall : 0.8385 0.9520 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] floor : 0.9592 0.9855 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] cabinet : 0.5638 0.7503 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] bed : 0.7573 0.8439 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] chair : 0.8922 0.9448 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] sofa : 0.7987 0.9070 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] table : 0.6764 0.7932 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] door : 0.6196 0.7400 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] window : 0.5717 0.7270 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] bookshelf : 0.7019 0.7917 +[2025-02-27 03:22:24,287 INFO hook.py line 232 943558] picture : 0.3387 0.4119 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] counter : 0.6096 0.7662 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] desk : 0.5520 0.7603 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] curtain : 0.6404 0.7336 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] refridgerator : 0.4183 0.4704 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] shower curtain : 0.6020 0.6476 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] toilet : 0.9378 0.9692 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] sink : 0.6419 0.7163 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] bathtub : 0.8966 0.9277 +[2025-02-27 03:22:24,288 INFO hook.py line 232 943558] otherfurniture : 0.3280 0.3722 +[2025-02-27 03:22:24,288 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:22:24,288 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6672/0.7605/0.8802. +[2025-02-27 03:22:24,289 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:22:24,294 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:22:24,295 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:22:48,172 INFO hook.py line 109 943558] Train: [99/100][50/60] Data 0.002 (0.005) Batch 0.227 (0.296) Remain 00:00:20 loss: 0.2342 Lr: 2.83224e-06 +[2025-02-27 03:22:50,306 INFO misc.py line 135 943558] Train result: loss: 0.2522 +[2025-02-27 03:22:50,394 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:23:09,023 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0695 +[2025-02-27 03:23:09,066 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3722 +[2025-02-27 03:23:09,099 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3650 +[2025-02-27 03:23:09,143 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6305 +[2025-02-27 03:23:09,175 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5606 +[2025-02-27 03:23:09,222 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6114 +[2025-02-27 03:23:09,269 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6633 +[2025-02-27 03:23:09,295 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2366 +[2025-02-27 03:23:09,334 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1600 +[2025-02-27 03:23:09,371 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3759 +[2025-02-27 03:23:09,447 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4799 +[2025-02-27 03:23:09,476 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3632 +[2025-02-27 03:23:09,521 INFO hook.py line 289 943558] Test: [13/78] Loss 1.3653 +[2025-02-27 03:23:09,932 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5366 +[2025-02-27 03:23:09,965 INFO hook.py line 289 943558] Test: [15/78] Loss 1.7745 +[2025-02-27 03:23:10,006 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0411 +[2025-02-27 03:23:10,041 INFO hook.py line 289 943558] Test: [17/78] Loss 0.4942 +[2025-02-27 03:23:10,071 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7566 +[2025-02-27 03:23:10,115 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2843 +[2025-02-27 03:23:10,145 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5832 +[2025-02-27 03:23:10,177 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2374 +[2025-02-27 03:23:10,212 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3581 +[2025-02-27 03:23:10,237 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8282 +[2025-02-27 03:23:10,277 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4044 +[2025-02-27 03:23:10,314 INFO hook.py line 289 943558] Test: [25/78] Loss 1.0983 +[2025-02-27 03:23:10,351 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7754 +[2025-02-27 03:23:10,399 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4221 +[2025-02-27 03:23:10,431 INFO hook.py line 289 943558] Test: [28/78] Loss 2.2147 +[2025-02-27 03:23:10,458 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2242 +[2025-02-27 03:23:10,509 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3686 +[2025-02-27 03:23:10,561 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3929 +[2025-02-27 03:23:10,595 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5515 +[2025-02-27 03:23:10,643 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1364 +[2025-02-27 03:23:10,677 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8317 +[2025-02-27 03:23:10,713 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4329 +[2025-02-27 03:23:10,752 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9591 +[2025-02-27 03:23:10,786 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4627 +[2025-02-27 03:23:10,813 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2144 +[2025-02-27 03:23:10,870 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3334 +[2025-02-27 03:23:10,914 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7674 +[2025-02-27 03:23:10,956 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3013 +[2025-02-27 03:23:10,993 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1351 +[2025-02-27 03:23:11,029 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1066 +[2025-02-27 03:23:11,079 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4502 +[2025-02-27 03:23:11,108 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6937 +[2025-02-27 03:23:11,152 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7107 +[2025-02-27 03:23:11,188 INFO hook.py line 289 943558] Test: [47/78] Loss 2.1088 +[2025-02-27 03:23:11,217 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5304 +[2025-02-27 03:23:11,245 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5956 +[2025-02-27 03:23:11,272 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7334 +[2025-02-27 03:23:11,297 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4477 +[2025-02-27 03:23:11,326 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6571 +[2025-02-27 03:23:11,349 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3517 +[2025-02-27 03:23:11,380 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2674 +[2025-02-27 03:23:11,413 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0282 +[2025-02-27 03:23:11,449 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2614 +[2025-02-27 03:23:11,477 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5231 +[2025-02-27 03:23:11,500 INFO hook.py line 289 943558] Test: [58/78] Loss 0.2952 +[2025-02-27 03:23:11,534 INFO hook.py line 289 943558] Test: [59/78] Loss 1.0165 +[2025-02-27 03:23:11,564 INFO hook.py line 289 943558] Test: [60/78] Loss 0.7050 +[2025-02-27 03:23:11,585 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6846 +[2025-02-27 03:23:11,615 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3871 +[2025-02-27 03:23:11,647 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5305 +[2025-02-27 03:23:11,698 INFO hook.py line 289 943558] Test: [64/78] Loss 0.9775 +[2025-02-27 03:23:11,724 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9131 +[2025-02-27 03:23:11,760 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4278 +[2025-02-27 03:23:11,794 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2933 +[2025-02-27 03:23:11,824 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5366 +[2025-02-27 03:23:11,850 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3759 +[2025-02-27 03:23:11,900 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1879 +[2025-02-27 03:23:11,938 INFO hook.py line 289 943558] Test: [71/78] Loss 0.9148 +[2025-02-27 03:23:11,985 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8324 +[2025-02-27 03:23:12,030 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5378 +[2025-02-27 03:23:12,067 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3532 +[2025-02-27 03:23:12,111 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4254 +[2025-02-27 03:23:12,135 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9763 +[2025-02-27 03:23:12,187 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2871 +[2025-02-27 03:23:12,210 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6135 +[2025-02-27 03:23:13,351 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:23:13,351 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:23:13,351 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:23:13,351 INFO hook.py line 232 943558] wall : 0.8388 0.9523 +[2025-02-27 03:23:13,351 INFO hook.py line 232 943558] floor : 0.9592 0.9855 +[2025-02-27 03:23:13,351 INFO hook.py line 232 943558] cabinet : 0.5609 0.7467 +[2025-02-27 03:23:13,351 INFO hook.py line 232 943558] bed : 0.7566 0.8427 +[2025-02-27 03:23:13,351 INFO hook.py line 232 943558] chair : 0.8923 0.9448 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] sofa : 0.7970 0.9064 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] table : 0.6759 0.7944 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] door : 0.6232 0.7404 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] window : 0.5725 0.7286 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] bookshelf : 0.7027 0.7914 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] picture : 0.3336 0.4059 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] counter : 0.6072 0.7645 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] desk : 0.5490 0.7562 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] curtain : 0.6370 0.7303 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] refridgerator : 0.4225 0.4771 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] shower curtain : 0.6026 0.6492 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] toilet : 0.9366 0.9684 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] sink : 0.6408 0.7177 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] bathtub : 0.8958 0.9275 +[2025-02-27 03:23:13,352 INFO hook.py line 232 943558] otherfurniture : 0.3279 0.3731 +[2025-02-27 03:23:13,352 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:23:13,352 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6666/0.7602/0.8801. +[2025-02-27 03:23:13,353 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:23:13,364 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:23:13,365 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:23:34,463 INFO hook.py line 109 943558] Train: [100/100][50/60] Data 0.002 (0.004) Batch 0.316 (0.308) Remain 00:00:03 loss: 0.1233 Lr: 6.45561e-07 +[2025-02-27 03:23:37,444 INFO misc.py line 135 943558] Train result: loss: 0.2440 +[2025-02-27 03:23:37,540 INFO hook.py line 242 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:23:59,309 INFO hook.py line 289 943558] Test: [1/78] Loss 0.0711 +[2025-02-27 03:23:59,379 INFO hook.py line 289 943558] Test: [2/78] Loss 0.3740 +[2025-02-27 03:23:59,430 INFO hook.py line 289 943558] Test: [3/78] Loss 0.3752 +[2025-02-27 03:23:59,493 INFO hook.py line 289 943558] Test: [4/78] Loss 0.6417 +[2025-02-27 03:23:59,547 INFO hook.py line 289 943558] Test: [5/78] Loss 0.5672 +[2025-02-27 03:23:59,607 INFO hook.py line 289 943558] Test: [6/78] Loss 2.6432 +[2025-02-27 03:23:59,666 INFO hook.py line 289 943558] Test: [7/78] Loss 0.6669 +[2025-02-27 03:24:05,090 INFO hook.py line 289 943558] Test: [8/78] Loss 0.2409 +[2025-02-27 03:24:07,086 INFO hook.py line 289 943558] Test: [9/78] Loss 1.1785 +[2025-02-27 03:24:08,694 INFO hook.py line 289 943558] Test: [10/78] Loss 0.3652 +[2025-02-27 03:24:09,281 INFO hook.py line 289 943558] Test: [11/78] Loss 0.4700 +[2025-02-27 03:24:09,337 INFO hook.py line 289 943558] Test: [12/78] Loss 0.3564 +[2025-02-27 03:24:09,382 INFO hook.py line 289 943558] Test: [13/78] Loss 1.4132 +[2025-02-27 03:24:09,420 INFO hook.py line 289 943558] Test: [14/78] Loss 2.5285 +[2025-02-27 03:24:09,460 INFO hook.py line 289 943558] Test: [15/78] Loss 1.8186 +[2025-02-27 03:24:09,502 INFO hook.py line 289 943558] Test: [16/78] Loss 0.0434 +[2025-02-27 03:24:09,538 INFO hook.py line 289 943558] Test: [17/78] Loss 0.5169 +[2025-02-27 03:24:09,577 INFO hook.py line 289 943558] Test: [18/78] Loss 0.7964 +[2025-02-27 03:24:09,618 INFO hook.py line 289 943558] Test: [19/78] Loss 1.2893 +[2025-02-27 03:24:09,650 INFO hook.py line 289 943558] Test: [20/78] Loss 1.5619 +[2025-02-27 03:24:09,683 INFO hook.py line 289 943558] Test: [21/78] Loss 0.2352 +[2025-02-27 03:24:09,722 INFO hook.py line 289 943558] Test: [22/78] Loss 1.3940 +[2025-02-27 03:24:09,752 INFO hook.py line 289 943558] Test: [23/78] Loss 0.8021 +[2025-02-27 03:24:09,799 INFO hook.py line 289 943558] Test: [24/78] Loss 1.4153 +[2025-02-27 03:24:09,844 INFO hook.py line 289 943558] Test: [25/78] Loss 1.1018 +[2025-02-27 03:24:09,887 INFO hook.py line 289 943558] Test: [26/78] Loss 0.7672 +[2025-02-27 03:24:09,936 INFO hook.py line 289 943558] Test: [27/78] Loss 1.4330 +[2025-02-27 03:24:09,981 INFO hook.py line 289 943558] Test: [28/78] Loss 2.1896 +[2025-02-27 03:24:10,012 INFO hook.py line 289 943558] Test: [29/78] Loss 0.2254 +[2025-02-27 03:24:10,062 INFO hook.py line 289 943558] Test: [30/78] Loss 0.3806 +[2025-02-27 03:24:10,115 INFO hook.py line 289 943558] Test: [31/78] Loss 0.3747 +[2025-02-27 03:24:10,149 INFO hook.py line 289 943558] Test: [32/78] Loss 0.5406 +[2025-02-27 03:24:10,198 INFO hook.py line 289 943558] Test: [33/78] Loss 0.1428 +[2025-02-27 03:24:10,234 INFO hook.py line 289 943558] Test: [34/78] Loss 0.8248 +[2025-02-27 03:24:10,270 INFO hook.py line 289 943558] Test: [35/78] Loss 0.4740 +[2025-02-27 03:24:10,309 INFO hook.py line 289 943558] Test: [36/78] Loss 0.9426 +[2025-02-27 03:24:10,345 INFO hook.py line 289 943558] Test: [37/78] Loss 0.4610 +[2025-02-27 03:24:10,375 INFO hook.py line 289 943558] Test: [38/78] Loss 0.2184 +[2025-02-27 03:24:10,446 INFO hook.py line 289 943558] Test: [39/78] Loss 2.3403 +[2025-02-27 03:24:10,491 INFO hook.py line 289 943558] Test: [40/78] Loss 1.7666 +[2025-02-27 03:24:10,536 INFO hook.py line 289 943558] Test: [41/78] Loss 1.3031 +[2025-02-27 03:24:10,574 INFO hook.py line 289 943558] Test: [42/78] Loss 0.1339 +[2025-02-27 03:24:10,614 INFO hook.py line 289 943558] Test: [43/78] Loss 0.1022 +[2025-02-27 03:24:10,670 INFO hook.py line 289 943558] Test: [44/78] Loss 0.4478 +[2025-02-27 03:24:10,700 INFO hook.py line 289 943558] Test: [45/78] Loss 0.6956 +[2025-02-27 03:24:10,744 INFO hook.py line 289 943558] Test: [46/78] Loss 0.7109 +[2025-02-27 03:24:10,783 INFO hook.py line 289 943558] Test: [47/78] Loss 2.0518 +[2025-02-27 03:24:10,814 INFO hook.py line 289 943558] Test: [48/78] Loss 0.5623 +[2025-02-27 03:24:10,847 INFO hook.py line 289 943558] Test: [49/78] Loss 1.5921 +[2025-02-27 03:24:10,879 INFO hook.py line 289 943558] Test: [50/78] Loss 0.7434 +[2025-02-27 03:24:10,906 INFO hook.py line 289 943558] Test: [51/78] Loss 1.4852 +[2025-02-27 03:24:10,939 INFO hook.py line 289 943558] Test: [52/78] Loss 0.6656 +[2025-02-27 03:24:10,964 INFO hook.py line 289 943558] Test: [53/78] Loss 0.3445 +[2025-02-27 03:24:10,998 INFO hook.py line 289 943558] Test: [54/78] Loss 2.2667 +[2025-02-27 03:24:11,034 INFO hook.py line 289 943558] Test: [55/78] Loss 0.0283 +[2025-02-27 03:24:11,072 INFO hook.py line 289 943558] Test: [56/78] Loss 0.2726 +[2025-02-27 03:24:11,105 INFO hook.py line 289 943558] Test: [57/78] Loss 0.5343 +[2025-02-27 03:24:11,131 INFO hook.py line 289 943558] Test: [58/78] Loss 0.3077 +[2025-02-27 03:24:11,168 INFO hook.py line 289 943558] Test: [59/78] Loss 0.9977 +[2025-02-27 03:24:11,200 INFO hook.py line 289 943558] Test: [60/78] Loss 0.6653 +[2025-02-27 03:24:11,223 INFO hook.py line 289 943558] Test: [61/78] Loss 2.6643 +[2025-02-27 03:24:11,256 INFO hook.py line 289 943558] Test: [62/78] Loss 0.3937 +[2025-02-27 03:24:11,290 INFO hook.py line 289 943558] Test: [63/78] Loss 1.5303 +[2025-02-27 03:24:11,344 INFO hook.py line 289 943558] Test: [64/78] Loss 1.0018 +[2025-02-27 03:24:11,371 INFO hook.py line 289 943558] Test: [65/78] Loss 0.9290 +[2025-02-27 03:24:11,410 INFO hook.py line 289 943558] Test: [66/78] Loss 0.4088 +[2025-02-27 03:24:11,447 INFO hook.py line 289 943558] Test: [67/78] Loss 0.2961 +[2025-02-27 03:24:11,478 INFO hook.py line 289 943558] Test: [68/78] Loss 0.5640 +[2025-02-27 03:24:11,508 INFO hook.py line 289 943558] Test: [69/78] Loss 0.3780 +[2025-02-27 03:24:11,561 INFO hook.py line 289 943558] Test: [70/78] Loss 1.1484 +[2025-02-27 03:24:11,600 INFO hook.py line 289 943558] Test: [71/78] Loss 0.8906 +[2025-02-27 03:24:11,649 INFO hook.py line 289 943558] Test: [72/78] Loss 0.8058 +[2025-02-27 03:24:11,696 INFO hook.py line 289 943558] Test: [73/78] Loss 0.5195 +[2025-02-27 03:24:11,737 INFO hook.py line 289 943558] Test: [74/78] Loss 2.3484 +[2025-02-27 03:24:11,784 INFO hook.py line 289 943558] Test: [75/78] Loss 0.4320 +[2025-02-27 03:24:11,812 INFO hook.py line 289 943558] Test: [76/78] Loss 0.9999 +[2025-02-27 03:24:11,866 INFO hook.py line 289 943558] Test: [77/78] Loss 0.2828 +[2025-02-27 03:24:11,892 INFO hook.py line 289 943558] Test: [78/78] Loss 0.6322 +[2025-02-27 03:24:13,354 INFO hook.py line 217 943558] ######################################## +[2025-02-27 03:24:13,355 INFO hook.py line 222 943558] what : mIoU Acc +[2025-02-27 03:24:13,355 INFO hook.py line 223 943558] ######################################## +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] wall : 0.8384 0.9520 +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] floor : 0.9592 0.9855 +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] cabinet : 0.5644 0.7491 +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] bed : 0.7554 0.8426 +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] chair : 0.8923 0.9451 +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] sofa : 0.7986 0.9062 +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] table : 0.6747 0.7934 +[2025-02-27 03:24:13,355 INFO hook.py line 232 943558] door : 0.6244 0.7431 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] window : 0.5723 0.7287 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] bookshelf : 0.7007 0.7901 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] picture : 0.3393 0.4119 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] counter : 0.6099 0.7667 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] desk : 0.5469 0.7543 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] curtain : 0.6407 0.7325 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] refridgerator : 0.4209 0.4744 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] shower curtain : 0.6084 0.6572 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] toilet : 0.9367 0.9678 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] sink : 0.6434 0.7195 +[2025-02-27 03:24:13,356 INFO hook.py line 232 943558] bathtub : 0.8952 0.9268 +[2025-02-27 03:24:13,357 INFO hook.py line 232 943558] otherfurniture : 0.3273 0.3720 +[2025-02-27 03:24:13,357 INFO hook.py line 233 943558] ######################################## +[2025-02-27 03:24:13,357 INFO hook.py line 234 943558] Overall: mIoU/mAcc/allAcc 0.6675/0.7609/0.8802. +[2025-02-27 03:24:13,358 INFO hook.py line 306 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 03:24:13,364 INFO misc.py line 164 943558] Currently Best mIoU: 0.6682 +[2025-02-27 03:24:13,364 INFO misc.py line 173 943558] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr20/model/model_last.pth +[2025-02-27 03:24:14,095 INFO hook.py line 312 943558] Best mIoU: 0.6682 +[2025-02-27 03:24:14,096 INFO misc.py line 259 943558] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:24:14,096 INFO test.py line 41 943558] => Loading config ... +[2025-02-27 03:24:14,096 INFO test.py line 53 943558] => Building test dataset & dataloader ... +[2025-02-27 03:24:14,097 INFO defaults.py line 68 943558] Totally 312 x 1 samples in val set. +[2025-02-27 03:24:14,097 INFO misc.py line 270 943558] => Testing on model_best ... +[2025-02-27 03:24:14,423 INFO test.py line 119 943558] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 03:24:26,413 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-02-27 03:24:26,434 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-02-27 03:24:26,453 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 2/109 +[2025-02-27 03:24:26,472 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 3/109 +[2025-02-27 03:24:26,490 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 4/109 +[2025-02-27 03:24:26,509 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 5/109 +[2025-02-27 03:24:26,527 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 6/109 +[2025-02-27 03:24:26,546 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 7/109 +[2025-02-27 03:24:26,564 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 8/109 +[2025-02-27 03:24:26,583 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 9/109 +[2025-02-27 03:24:26,602 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 10/109 +[2025-02-27 03:24:26,620 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 11/109 +[2025-02-27 03:24:26,640 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 12/109 +[2025-02-27 03:24:26,660 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 13/109 +[2025-02-27 03:24:26,679 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 14/109 +[2025-02-27 03:24:26,699 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 15/109 +[2025-02-27 03:24:26,719 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 16/109 +[2025-02-27 03:24:26,739 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 17/109 +[2025-02-27 03:24:26,758 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 18/109 +[2025-02-27 03:24:26,777 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 19/109 +[2025-02-27 03:24:26,796 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 20/109 +[2025-02-27 03:24:26,815 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 21/109 +[2025-02-27 03:24:26,834 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 22/109 +[2025-02-27 03:24:26,853 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 23/109 +[2025-02-27 03:24:26,871 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 24/109 +[2025-02-27 03:24:26,890 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 25/109 +[2025-02-27 03:24:26,909 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 26/109 +[2025-02-27 03:24:26,934 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 27/109 +[2025-02-27 03:24:26,958 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 28/109 +[2025-02-27 03:24:26,976 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 29/109 +[2025-02-27 03:24:26,995 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 30/109 +[2025-02-27 03:24:27,016 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 31/109 +[2025-02-27 03:24:27,035 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 32/109 +[2025-02-27 03:24:27,057 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 33/109 +[2025-02-27 03:24:27,077 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 34/109 +[2025-02-27 03:24:27,099 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 35/109 +[2025-02-27 03:24:27,120 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 36/109 +[2025-02-27 03:24:27,139 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 37/109 +[2025-02-27 03:24:27,158 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 38/109 +[2025-02-27 03:24:27,176 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 39/109 +[2025-02-27 03:24:27,194 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 40/109 +[2025-02-27 03:24:27,212 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 41/109 +[2025-02-27 03:24:27,230 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 42/109 +[2025-02-27 03:24:27,250 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 43/109 +[2025-02-27 03:24:27,269 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 44/109 +[2025-02-27 03:24:27,290 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 45/109 +[2025-02-27 03:24:27,309 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 46/109 +[2025-02-27 03:24:27,328 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 47/109 +[2025-02-27 03:24:27,347 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 48/109 +[2025-02-27 03:24:27,365 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 49/109 +[2025-02-27 03:24:27,385 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 50/109 +[2025-02-27 03:24:27,404 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 51/109 +[2025-02-27 03:24:27,425 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 52/109 +[2025-02-27 03:24:27,444 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 53/109 +[2025-02-27 03:24:27,463 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 54/109 +[2025-02-27 03:24:27,481 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 55/109 +[2025-02-27 03:24:27,500 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 56/109 +[2025-02-27 03:24:27,520 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 57/109 +[2025-02-27 03:24:27,539 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 58/109 +[2025-02-27 03:24:27,560 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 59/109 +[2025-02-27 03:24:27,581 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 60/109 +[2025-02-27 03:24:27,601 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 61/109 +[2025-02-27 03:24:27,620 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 62/109 +[2025-02-27 03:24:27,639 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 63/109 +[2025-02-27 03:24:27,657 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 64/109 +[2025-02-27 03:24:27,675 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 65/109 +[2025-02-27 03:24:27,695 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 66/109 +[2025-02-27 03:24:27,721 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 67/109 +[2025-02-27 03:24:27,742 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 68/109 +[2025-02-27 03:24:27,762 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 69/109 +[2025-02-27 03:24:27,783 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 70/109 +[2025-02-27 03:24:27,804 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 71/109 +[2025-02-27 03:24:27,823 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 72/109 +[2025-02-27 03:24:27,843 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 73/109 +[2025-02-27 03:24:27,862 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 74/109 +[2025-02-27 03:24:27,883 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 75/109 +[2025-02-27 03:24:27,902 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 76/109 +[2025-02-27 03:24:27,922 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 77/109 +[2025-02-27 03:24:27,941 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 78/109 +[2025-02-27 03:24:27,959 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 79/109 +[2025-02-27 03:24:27,979 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 80/109 +[2025-02-27 03:24:27,999 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 81/109 +[2025-02-27 03:24:28,018 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 82/109 +[2025-02-27 03:24:28,037 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 83/109 +[2025-02-27 03:24:28,057 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 84/109 +[2025-02-27 03:24:28,077 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 85/109 +[2025-02-27 03:24:28,101 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 86/109 +[2025-02-27 03:24:28,120 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 87/109 +[2025-02-27 03:24:28,140 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 88/109 +[2025-02-27 03:24:28,159 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 89/109 +[2025-02-27 03:24:28,178 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 90/109 +[2025-02-27 03:24:28,198 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 91/109 +[2025-02-27 03:24:28,218 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 92/109 +[2025-02-27 03:24:28,237 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 93/109 +[2025-02-27 03:24:28,257 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 94/109 +[2025-02-27 03:24:28,277 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 95/109 +[2025-02-27 03:24:28,296 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 96/109 +[2025-02-27 03:24:28,316 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 97/109 +[2025-02-27 03:24:28,335 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 98/109 +[2025-02-27 03:24:28,362 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 99/109 +[2025-02-27 03:24:28,380 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 100/109 +[2025-02-27 03:24:28,399 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 101/109 +[2025-02-27 03:24:28,418 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 102/109 +[2025-02-27 03:24:28,438 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 103/109 +[2025-02-27 03:24:28,457 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 104/109 +[2025-02-27 03:24:28,477 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 105/109 +[2025-02-27 03:24:28,496 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 106/109 +[2025-02-27 03:24:28,514 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 107/109 +[2025-02-27 03:24:28,533 INFO test.py line 201 943558] Test: 1/78-scene0406_02, Batch: 108/109 +[2025-02-27 03:24:28,571 INFO test.py line 289 943558] Test: scene0406_02 [1/78]-41752 Batch 2.187 (2.187) Accuracy 0.9863 (0.4937) mIoU 0.9722 (0.4861) +[2025-02-27 03:24:31,081 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 0/134 +[2025-02-27 03:24:31,120 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 1/134 +[2025-02-27 03:24:31,161 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 2/134 +[2025-02-27 03:24:31,201 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 3/134 +[2025-02-27 03:24:31,239 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 4/134 +[2025-02-27 03:24:31,288 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 5/134 +[2025-02-27 03:24:31,330 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 6/134 +[2025-02-27 03:24:31,371 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 7/134 +[2025-02-27 03:24:31,415 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 8/134 +[2025-02-27 03:24:31,466 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 9/134 +[2025-02-27 03:24:31,514 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 10/134 +[2025-02-27 03:24:31,552 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 11/134 +[2025-02-27 03:24:31,592 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 12/134 +[2025-02-27 03:24:31,631 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 13/134 +[2025-02-27 03:24:31,707 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 14/134 +[2025-02-27 03:24:31,802 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 15/134 +[2025-02-27 03:24:31,978 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 16/134 +[2025-02-27 03:24:32,024 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 17/134 +[2025-02-27 03:24:32,062 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 18/134 +[2025-02-27 03:24:32,099 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 19/134 +[2025-02-27 03:24:32,133 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 20/134 +[2025-02-27 03:24:32,175 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 21/134 +[2025-02-27 03:24:32,208 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 22/134 +[2025-02-27 03:24:32,241 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 23/134 +[2025-02-27 03:24:32,276 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 24/134 +[2025-02-27 03:24:32,310 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 25/134 +[2025-02-27 03:24:32,344 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 26/134 +[2025-02-27 03:24:32,378 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 27/134 +[2025-02-27 03:24:32,412 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 28/134 +[2025-02-27 03:24:32,447 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 29/134 +[2025-02-27 03:24:32,481 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 30/134 +[2025-02-27 03:24:32,516 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 31/134 +[2025-02-27 03:24:32,550 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 32/134 +[2025-02-27 03:24:32,585 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 33/134 +[2025-02-27 03:24:32,622 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 34/134 +[2025-02-27 03:24:32,657 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 35/134 +[2025-02-27 03:24:32,692 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 36/134 +[2025-02-27 03:24:32,728 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 37/134 +[2025-02-27 03:24:32,762 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 38/134 +[2025-02-27 03:24:32,797 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 39/134 +[2025-02-27 03:24:32,841 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 40/134 +[2025-02-27 03:24:32,875 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 41/134 +[2025-02-27 03:24:32,908 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 42/134 +[2025-02-27 03:24:32,941 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 43/134 +[2025-02-27 03:24:32,975 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 44/134 +[2025-02-27 03:24:33,009 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 45/134 +[2025-02-27 03:24:33,043 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 46/134 +[2025-02-27 03:24:33,080 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 47/134 +[2025-02-27 03:24:33,113 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 48/134 +[2025-02-27 03:24:33,146 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 49/134 +[2025-02-27 03:24:33,179 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 50/134 +[2025-02-27 03:24:33,214 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 51/134 +[2025-02-27 03:24:33,248 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 52/134 +[2025-02-27 03:24:33,292 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 53/134 +[2025-02-27 03:24:33,338 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 54/134 +[2025-02-27 03:24:33,380 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 55/134 +[2025-02-27 03:24:33,421 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 56/134 +[2025-02-27 03:24:33,463 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 57/134 +[2025-02-27 03:24:33,500 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 58/134 +[2025-02-27 03:24:33,537 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 59/134 +[2025-02-27 03:24:33,577 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 60/134 +[2025-02-27 03:24:33,616 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 61/134 +[2025-02-27 03:24:33,654 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 62/134 +[2025-02-27 03:24:33,708 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 63/134 +[2025-02-27 03:24:33,900 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 64/134 +[2025-02-27 03:24:34,065 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 65/134 +[2025-02-27 03:24:34,190 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 66/134 +[2025-02-27 03:24:34,341 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 67/134 +[2025-02-27 03:24:34,537 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 68/134 +[2025-02-27 03:24:34,663 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 69/134 +[2025-02-27 03:24:34,707 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 70/134 +[2025-02-27 03:24:34,747 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 71/134 +[2025-02-27 03:24:34,786 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 72/134 +[2025-02-27 03:24:34,829 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 73/134 +[2025-02-27 03:24:34,872 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 74/134 +[2025-02-27 03:24:34,916 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 75/134 +[2025-02-27 03:24:34,958 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 76/134 +[2025-02-27 03:24:35,001 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 77/134 +[2025-02-27 03:24:35,043 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 78/134 +[2025-02-27 03:24:35,077 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 79/134 +[2025-02-27 03:24:35,113 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 80/134 +[2025-02-27 03:24:35,146 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 81/134 +[2025-02-27 03:24:35,180 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 82/134 +[2025-02-27 03:24:35,214 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 83/134 +[2025-02-27 03:24:35,248 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 84/134 +[2025-02-27 03:24:35,283 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 85/134 +[2025-02-27 03:24:35,319 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 86/134 +[2025-02-27 03:24:35,354 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 87/134 +[2025-02-27 03:24:35,392 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 88/134 +[2025-02-27 03:24:35,427 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 89/134 +[2025-02-27 03:24:35,463 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 90/134 +[2025-02-27 03:24:35,498 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 91/134 +[2025-02-27 03:24:35,533 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 92/134 +[2025-02-27 03:24:35,575 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 93/134 +[2025-02-27 03:24:35,610 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 94/134 +[2025-02-27 03:24:35,646 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 95/134 +[2025-02-27 03:24:35,681 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 96/134 +[2025-02-27 03:24:35,717 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 97/134 +[2025-02-27 03:24:35,753 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 98/134 +[2025-02-27 03:24:35,789 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 99/134 +[2025-02-27 03:24:35,824 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 100/134 +[2025-02-27 03:24:35,861 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 101/134 +[2025-02-27 03:24:35,897 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 102/134 +[2025-02-27 03:24:35,933 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 103/134 +[2025-02-27 03:24:35,969 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 104/134 +[2025-02-27 03:24:36,005 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 105/134 +[2025-02-27 03:24:36,041 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 106/134 +[2025-02-27 03:24:36,077 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 107/134 +[2025-02-27 03:24:36,117 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 108/134 +[2025-02-27 03:24:36,153 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 109/134 +[2025-02-27 03:24:36,188 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 110/134 +[2025-02-27 03:24:36,224 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 111/134 +[2025-02-27 03:24:36,260 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 112/134 +[2025-02-27 03:24:36,297 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 113/134 +[2025-02-27 03:24:36,341 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 114/134 +[2025-02-27 03:24:36,401 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 115/134 +[2025-02-27 03:24:36,436 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 116/134 +[2025-02-27 03:24:36,471 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 117/134 +[2025-02-27 03:24:36,514 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 118/134 +[2025-02-27 03:24:36,555 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 119/134 +[2025-02-27 03:24:36,595 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 120/134 +[2025-02-27 03:24:36,630 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 121/134 +[2025-02-27 03:24:36,665 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-02-27 03:24:36,700 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 123/134 +[2025-02-27 03:24:36,738 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 124/134 +[2025-02-27 03:24:36,774 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 125/134 +[2025-02-27 03:24:36,808 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 126/134 +[2025-02-27 03:24:36,844 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 127/134 +[2025-02-27 03:24:36,886 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 128/134 +[2025-02-27 03:24:36,922 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 129/134 +[2025-02-27 03:24:36,958 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 130/134 +[2025-02-27 03:24:36,993 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 131/134 +[2025-02-27 03:24:37,027 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 132/134 +[2025-02-27 03:24:37,075 INFO test.py line 201 943558] Test: 2/78-scene0593_00, Batch: 133/134 +[2025-02-27 03:24:37,319 INFO test.py line 289 943558] Test: scene0593_00 [2/78]-211902 Batch 6.283 (4.235) Accuracy 0.9517 (0.6226) mIoU 0.5104 (0.6060) +[2025-02-27 03:24:37,349 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-02-27 03:24:37,376 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-02-27 03:24:37,401 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-02-27 03:24:37,426 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-02-27 03:24:37,451 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 4/143 +[2025-02-27 03:24:37,476 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 5/143 +[2025-02-27 03:24:37,502 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 6/143 +[2025-02-27 03:24:37,535 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 7/143 +[2025-02-27 03:24:37,574 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 8/143 +[2025-02-27 03:24:37,614 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 9/143 +[2025-02-27 03:24:37,650 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 10/143 +[2025-02-27 03:24:37,680 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 11/143 +[2025-02-27 03:24:37,709 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 12/143 +[2025-02-27 03:24:37,738 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 13/143 +[2025-02-27 03:24:37,772 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 14/143 +[2025-02-27 03:24:37,809 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 15/143 +[2025-02-27 03:24:37,845 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 16/143 +[2025-02-27 03:24:37,879 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 17/143 +[2025-02-27 03:24:37,907 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 18/143 +[2025-02-27 03:24:37,935 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 19/143 +[2025-02-27 03:24:37,962 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 20/143 +[2025-02-27 03:24:37,989 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 21/143 +[2025-02-27 03:24:38,016 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 22/143 +[2025-02-27 03:24:38,044 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 23/143 +[2025-02-27 03:24:38,070 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 24/143 +[2025-02-27 03:24:38,096 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 25/143 +[2025-02-27 03:24:38,126 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 26/143 +[2025-02-27 03:24:38,160 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 27/143 +[2025-02-27 03:24:38,184 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 28/143 +[2025-02-27 03:24:38,210 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 29/143 +[2025-02-27 03:24:38,244 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 30/143 +[2025-02-27 03:24:38,268 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 31/143 +[2025-02-27 03:24:38,292 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 32/143 +[2025-02-27 03:24:38,320 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 33/143 +[2025-02-27 03:24:38,345 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 34/143 +[2025-02-27 03:24:38,370 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 35/143 +[2025-02-27 03:24:38,394 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 36/143 +[2025-02-27 03:24:38,417 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 37/143 +[2025-02-27 03:24:38,458 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 38/143 +[2025-02-27 03:24:38,482 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 39/143 +[2025-02-27 03:24:38,507 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 40/143 +[2025-02-27 03:24:38,531 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 41/143 +[2025-02-27 03:24:38,556 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 42/143 +[2025-02-27 03:24:38,582 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 43/143 +[2025-02-27 03:24:38,607 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 44/143 +[2025-02-27 03:24:38,632 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 45/143 +[2025-02-27 03:24:38,659 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 46/143 +[2025-02-27 03:24:38,683 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 47/143 +[2025-02-27 03:24:38,711 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 48/143 +[2025-02-27 03:24:38,745 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 49/143 +[2025-02-27 03:24:38,781 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 50/143 +[2025-02-27 03:24:38,835 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 51/143 +[2025-02-27 03:24:38,867 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 52/143 +[2025-02-27 03:24:38,900 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 53/143 +[2025-02-27 03:24:38,933 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 54/143 +[2025-02-27 03:24:38,968 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 55/143 +[2025-02-27 03:24:39,002 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 56/143 +[2025-02-27 03:24:39,040 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 57/143 +[2025-02-27 03:24:39,070 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 58/143 +[2025-02-27 03:24:39,127 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 59/143 +[2025-02-27 03:24:39,154 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 60/143 +[2025-02-27 03:24:39,181 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 61/143 +[2025-02-27 03:24:39,208 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 62/143 +[2025-02-27 03:24:39,236 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 63/143 +[2025-02-27 03:24:39,265 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 64/143 +[2025-02-27 03:24:39,293 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 65/143 +[2025-02-27 03:24:39,320 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 66/143 +[2025-02-27 03:24:39,346 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 67/143 +[2025-02-27 03:24:39,372 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 68/143 +[2025-02-27 03:24:39,409 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 69/143 +[2025-02-27 03:24:39,433 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 70/143 +[2025-02-27 03:24:39,457 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 71/143 +[2025-02-27 03:24:39,484 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 72/143 +[2025-02-27 03:24:39,509 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 73/143 +[2025-02-27 03:24:39,543 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 74/143 +[2025-02-27 03:24:39,569 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 75/143 +[2025-02-27 03:24:39,597 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 76/143 +[2025-02-27 03:24:39,633 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 77/143 +[2025-02-27 03:24:39,673 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 78/143 +[2025-02-27 03:24:39,707 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 79/143 +[2025-02-27 03:24:39,751 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 80/143 +[2025-02-27 03:24:39,781 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 81/143 +[2025-02-27 03:24:39,806 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 82/143 +[2025-02-27 03:24:39,830 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 83/143 +[2025-02-27 03:24:39,855 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 84/143 +[2025-02-27 03:24:39,879 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 85/143 +[2025-02-27 03:24:39,903 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 86/143 +[2025-02-27 03:24:39,930 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 87/143 +[2025-02-27 03:24:39,956 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 88/143 +[2025-02-27 03:24:39,982 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 89/143 +[2025-02-27 03:24:40,007 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 90/143 +[2025-02-27 03:24:40,032 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 91/143 +[2025-02-27 03:24:40,059 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 92/143 +[2025-02-27 03:24:40,085 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 93/143 +[2025-02-27 03:24:40,113 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 94/143 +[2025-02-27 03:24:40,151 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 95/143 +[2025-02-27 03:24:40,188 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 96/143 +[2025-02-27 03:24:40,222 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 97/143 +[2025-02-27 03:24:40,253 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 98/143 +[2025-02-27 03:24:40,278 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 99/143 +[2025-02-27 03:24:40,305 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 100/143 +[2025-02-27 03:24:40,330 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 101/143 +[2025-02-27 03:24:40,356 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 102/143 +[2025-02-27 03:24:40,381 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 103/143 +[2025-02-27 03:24:40,408 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 104/143 +[2025-02-27 03:24:40,433 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 105/143 +[2025-02-27 03:24:40,458 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 106/143 +[2025-02-27 03:24:40,483 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-02-27 03:24:40,507 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 108/143 +[2025-02-27 03:24:40,531 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 109/143 +[2025-02-27 03:24:40,559 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 110/143 +[2025-02-27 03:24:40,587 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 111/143 +[2025-02-27 03:24:40,617 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 112/143 +[2025-02-27 03:24:40,652 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 113/143 +[2025-02-27 03:24:40,678 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 114/143 +[2025-02-27 03:24:40,706 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 115/143 +[2025-02-27 03:24:40,732 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 116/143 +[2025-02-27 03:24:40,758 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 117/143 +[2025-02-27 03:24:40,787 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 118/143 +[2025-02-27 03:24:40,817 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 119/143 +[2025-02-27 03:24:40,842 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 120/143 +[2025-02-27 03:24:40,867 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 121/143 +[2025-02-27 03:24:40,890 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 122/143 +[2025-02-27 03:24:40,917 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 123/143 +[2025-02-27 03:24:40,941 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 124/143 +[2025-02-27 03:24:40,966 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 125/143 +[2025-02-27 03:24:40,992 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 126/143 +[2025-02-27 03:24:41,018 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 127/143 +[2025-02-27 03:24:41,043 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 128/143 +[2025-02-27 03:24:41,069 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 129/143 +[2025-02-27 03:24:41,094 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 130/143 +[2025-02-27 03:24:41,122 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 131/143 +[2025-02-27 03:24:41,149 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 132/143 +[2025-02-27 03:24:41,179 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 133/143 +[2025-02-27 03:24:41,204 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 134/143 +[2025-02-27 03:24:41,246 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 135/143 +[2025-02-27 03:24:41,284 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 136/143 +[2025-02-27 03:24:41,320 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 137/143 +[2025-02-27 03:24:41,353 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 138/143 +[2025-02-27 03:24:41,389 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 139/143 +[2025-02-27 03:24:41,423 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 140/143 +[2025-02-27 03:24:41,463 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 141/143 +[2025-02-27 03:24:41,501 INFO test.py line 201 943558] Test: 3/78-scene0356_01, Batch: 142/143 +[2025-02-27 03:24:41,649 INFO test.py line 289 943558] Test: scene0356_01 [3/78]-96610 Batch 4.330 (4.266) Accuracy 0.9370 (0.7554) mIoU 0.6285 (0.7194) +[2025-02-27 03:24:41,689 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 0/142 +[2025-02-27 03:24:41,716 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 1/142 +[2025-02-27 03:24:41,785 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 2/142 +[2025-02-27 03:24:41,842 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 3/142 +[2025-02-27 03:24:41,888 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 4/142 +[2025-02-27 03:24:41,935 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 5/142 +[2025-02-27 03:24:41,960 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 6/142 +[2025-02-27 03:24:41,988 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 7/142 +[2025-02-27 03:24:42,016 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 8/142 +[2025-02-27 03:24:42,051 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 9/142 +[2025-02-27 03:24:42,078 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 10/142 +[2025-02-27 03:24:42,105 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 11/142 +[2025-02-27 03:24:42,133 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 12/142 +[2025-02-27 03:24:42,173 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 13/142 +[2025-02-27 03:24:42,212 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 14/142 +[2025-02-27 03:24:42,257 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 15/142 +[2025-02-27 03:24:42,295 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 16/142 +[2025-02-27 03:24:42,339 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 17/142 +[2025-02-27 03:24:42,376 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 18/142 +[2025-02-27 03:24:42,413 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 19/142 +[2025-02-27 03:24:42,440 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 20/142 +[2025-02-27 03:24:42,469 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 21/142 +[2025-02-27 03:24:42,498 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 22/142 +[2025-02-27 03:24:42,526 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 23/142 +[2025-02-27 03:24:42,554 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 24/142 +[2025-02-27 03:24:42,581 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 25/142 +[2025-02-27 03:24:42,609 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 26/142 +[2025-02-27 03:24:42,636 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 27/142 +[2025-02-27 03:24:42,664 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 28/142 +[2025-02-27 03:24:42,691 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 29/142 +[2025-02-27 03:24:42,718 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 30/142 +[2025-02-27 03:24:42,748 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 31/142 +[2025-02-27 03:24:42,778 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 32/142 +[2025-02-27 03:24:42,806 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 33/142 +[2025-02-27 03:24:42,835 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 34/142 +[2025-02-27 03:24:42,865 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 35/142 +[2025-02-27 03:24:42,895 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 36/142 +[2025-02-27 03:24:42,932 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 37/142 +[2025-02-27 03:24:42,960 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 38/142 +[2025-02-27 03:24:42,990 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 39/142 +[2025-02-27 03:24:43,018 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 40/142 +[2025-02-27 03:24:43,048 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 41/142 +[2025-02-27 03:24:43,076 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 42/142 +[2025-02-27 03:24:43,103 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 43/142 +[2025-02-27 03:24:43,131 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 44/142 +[2025-02-27 03:24:43,160 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 45/142 +[2025-02-27 03:24:43,190 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 46/142 +[2025-02-27 03:24:43,217 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 47/142 +[2025-02-27 03:24:43,244 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 48/142 +[2025-02-27 03:24:43,274 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 49/142 +[2025-02-27 03:24:43,302 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 50/142 +[2025-02-27 03:24:43,328 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 51/142 +[2025-02-27 03:24:43,355 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 52/142 +[2025-02-27 03:24:43,390 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 53/142 +[2025-02-27 03:24:43,417 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 54/142 +[2025-02-27 03:24:43,445 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 55/142 +[2025-02-27 03:24:43,477 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 56/142 +[2025-02-27 03:24:43,514 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 57/142 +[2025-02-27 03:24:43,550 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 58/142 +[2025-02-27 03:24:43,589 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 59/142 +[2025-02-27 03:24:43,641 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 60/142 +[2025-02-27 03:24:43,691 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 61/142 +[2025-02-27 03:24:43,739 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 62/142 +[2025-02-27 03:24:43,799 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 63/142 +[2025-02-27 03:24:43,852 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 64/142 +[2025-02-27 03:24:43,903 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 65/142 +[2025-02-27 03:24:43,948 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 66/142 +[2025-02-27 03:24:43,991 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 67/142 +[2025-02-27 03:24:44,025 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 68/142 +[2025-02-27 03:24:44,054 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 69/142 +[2025-02-27 03:24:44,104 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 70/142 +[2025-02-27 03:24:44,139 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 71/142 +[2025-02-27 03:24:44,174 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 72/142 +[2025-02-27 03:24:44,204 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 73/142 +[2025-02-27 03:24:44,230 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 74/142 +[2025-02-27 03:24:44,267 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 75/142 +[2025-02-27 03:24:44,297 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 76/142 +[2025-02-27 03:24:44,337 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 77/142 +[2025-02-27 03:24:44,372 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 78/142 +[2025-02-27 03:24:44,401 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 79/142 +[2025-02-27 03:24:44,439 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 80/142 +[2025-02-27 03:24:44,481 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 81/142 +[2025-02-27 03:24:44,517 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 82/142 +[2025-02-27 03:24:44,549 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 83/142 +[2025-02-27 03:24:44,576 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 84/142 +[2025-02-27 03:24:44,604 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 85/142 +[2025-02-27 03:24:44,638 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 86/142 +[2025-02-27 03:24:44,668 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 87/142 +[2025-02-27 03:24:44,698 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 88/142 +[2025-02-27 03:24:44,727 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 89/142 +[2025-02-27 03:24:44,756 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 90/142 +[2025-02-27 03:24:44,804 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 91/142 +[2025-02-27 03:24:44,838 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 92/142 +[2025-02-27 03:24:44,866 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 93/142 +[2025-02-27 03:24:44,894 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 94/142 +[2025-02-27 03:24:44,929 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 95/142 +[2025-02-27 03:24:44,963 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 96/142 +[2025-02-27 03:24:44,998 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 97/142 +[2025-02-27 03:24:45,031 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 98/142 +[2025-02-27 03:24:45,061 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 99/142 +[2025-02-27 03:24:45,091 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 100/142 +[2025-02-27 03:24:45,121 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 101/142 +[2025-02-27 03:24:45,150 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 102/142 +[2025-02-27 03:24:45,178 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 103/142 +[2025-02-27 03:24:45,207 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 104/142 +[2025-02-27 03:24:45,236 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 105/142 +[2025-02-27 03:24:45,279 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 106/142 +[2025-02-27 03:24:45,310 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 107/142 +[2025-02-27 03:24:45,343 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 108/142 +[2025-02-27 03:24:45,372 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 109/142 +[2025-02-27 03:24:45,401 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 110/142 +[2025-02-27 03:24:45,430 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 111/142 +[2025-02-27 03:24:45,458 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 112/142 +[2025-02-27 03:24:45,488 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 113/142 +[2025-02-27 03:24:45,516 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 114/142 +[2025-02-27 03:24:45,544 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 115/142 +[2025-02-27 03:24:45,573 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 116/142 +[2025-02-27 03:24:45,604 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 117/142 +[2025-02-27 03:24:45,635 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 118/142 +[2025-02-27 03:24:45,663 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 119/142 +[2025-02-27 03:24:45,694 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 120/142 +[2025-02-27 03:24:45,722 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 121/142 +[2025-02-27 03:24:45,752 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 122/142 +[2025-02-27 03:24:45,780 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 123/142 +[2025-02-27 03:24:45,809 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 124/142 +[2025-02-27 03:24:45,840 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 125/142 +[2025-02-27 03:24:45,870 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 126/142 +[2025-02-27 03:24:45,899 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 127/142 +[2025-02-27 03:24:45,928 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 128/142 +[2025-02-27 03:24:45,965 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 129/142 +[2025-02-27 03:24:45,994 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 130/142 +[2025-02-27 03:24:46,023 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 131/142 +[2025-02-27 03:24:46,054 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 132/142 +[2025-02-27 03:24:46,084 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 133/142 +[2025-02-27 03:24:46,125 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 134/142 +[2025-02-27 03:24:46,160 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 135/142 +[2025-02-27 03:24:46,197 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 136/142 +[2025-02-27 03:24:46,228 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 137/142 +[2025-02-27 03:24:46,257 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 138/142 +[2025-02-27 03:24:46,287 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 139/142 +[2025-02-27 03:24:46,314 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 140/142 +[2025-02-27 03:24:46,342 INFO test.py line 201 943558] Test: 4/78-scene0578_02, Batch: 141/142 +[2025-02-27 03:24:46,491 INFO test.py line 289 943558] Test: scene0578_02 [4/78]-128553 Batch 4.841 (4.410) Accuracy 0.9329 (0.7346) mIoU 0.5809 (0.6996) +[2025-02-27 03:24:46,522 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-02-27 03:24:46,552 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-02-27 03:24:46,580 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-02-27 03:24:46,607 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-02-27 03:24:46,634 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-02-27 03:24:46,663 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 5/113 +[2025-02-27 03:24:46,693 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 6/113 +[2025-02-27 03:24:46,751 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 7/113 +[2025-02-27 03:24:46,779 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 8/113 +[2025-02-27 03:24:46,811 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 9/113 +[2025-02-27 03:24:46,876 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 10/113 +[2025-02-27 03:24:46,918 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 11/113 +[2025-02-27 03:24:46,957 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 12/113 +[2025-02-27 03:24:46,987 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 13/113 +[2025-02-27 03:24:47,014 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 14/113 +[2025-02-27 03:24:47,044 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 15/113 +[2025-02-27 03:24:47,071 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 16/113 +[2025-02-27 03:24:47,097 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 17/113 +[2025-02-27 03:24:47,122 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 18/113 +[2025-02-27 03:24:47,150 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 19/113 +[2025-02-27 03:24:47,177 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 20/113 +[2025-02-27 03:24:47,207 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 21/113 +[2025-02-27 03:24:47,235 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 22/113 +[2025-02-27 03:24:47,262 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 23/113 +[2025-02-27 03:24:47,290 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 24/113 +[2025-02-27 03:24:47,321 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 25/113 +[2025-02-27 03:24:47,349 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 26/113 +[2025-02-27 03:24:47,408 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 27/113 +[2025-02-27 03:24:47,443 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 28/113 +[2025-02-27 03:24:47,495 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 29/113 +[2025-02-27 03:24:47,536 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 30/113 +[2025-02-27 03:24:47,576 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 31/113 +[2025-02-27 03:24:47,619 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 32/113 +[2025-02-27 03:24:47,648 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 33/113 +[2025-02-27 03:24:47,672 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 34/113 +[2025-02-27 03:24:47,696 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 35/113 +[2025-02-27 03:24:47,720 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 36/113 +[2025-02-27 03:24:47,744 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 37/113 +[2025-02-27 03:24:47,769 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 38/113 +[2025-02-27 03:24:47,794 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 39/113 +[2025-02-27 03:24:47,826 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 40/113 +[2025-02-27 03:24:47,858 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 41/113 +[2025-02-27 03:24:47,885 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 42/113 +[2025-02-27 03:24:47,913 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 43/113 +[2025-02-27 03:24:47,939 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 44/113 +[2025-02-27 03:24:47,964 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 45/113 +[2025-02-27 03:24:47,990 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 46/113 +[2025-02-27 03:24:48,018 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 47/113 +[2025-02-27 03:24:48,046 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 48/113 +[2025-02-27 03:24:48,098 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 49/113 +[2025-02-27 03:24:48,154 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 50/113 +[2025-02-27 03:24:48,183 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 51/113 +[2025-02-27 03:24:48,216 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 52/113 +[2025-02-27 03:24:48,245 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 53/113 +[2025-02-27 03:24:48,272 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 54/113 +[2025-02-27 03:24:48,301 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 55/113 +[2025-02-27 03:24:48,332 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 56/113 +[2025-02-27 03:24:48,362 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 57/113 +[2025-02-27 03:24:48,403 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 58/113 +[2025-02-27 03:24:48,430 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 59/113 +[2025-02-27 03:24:48,458 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 60/113 +[2025-02-27 03:24:48,487 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 61/113 +[2025-02-27 03:24:48,542 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 62/113 +[2025-02-27 03:24:48,596 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 63/113 +[2025-02-27 03:24:48,624 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 64/113 +[2025-02-27 03:24:48,651 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 65/113 +[2025-02-27 03:24:48,677 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 66/113 +[2025-02-27 03:24:48,703 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 67/113 +[2025-02-27 03:24:48,732 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 68/113 +[2025-02-27 03:24:48,758 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 69/113 +[2025-02-27 03:24:48,785 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 70/113 +[2025-02-27 03:24:48,841 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 71/113 +[2025-02-27 03:24:48,869 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 72/113 +[2025-02-27 03:24:48,895 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 73/113 +[2025-02-27 03:24:48,925 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 74/113 +[2025-02-27 03:24:48,950 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 75/113 +[2025-02-27 03:24:48,977 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 76/113 +[2025-02-27 03:24:49,006 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-02-27 03:24:49,035 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-02-27 03:24:49,062 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-02-27 03:24:49,092 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 80/113 +[2025-02-27 03:24:49,119 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 81/113 +[2025-02-27 03:24:49,147 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 82/113 +[2025-02-27 03:24:49,196 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 83/113 +[2025-02-27 03:24:49,232 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 84/113 +[2025-02-27 03:24:49,257 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 85/113 +[2025-02-27 03:24:49,284 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 86/113 +[2025-02-27 03:24:49,312 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 87/113 +[2025-02-27 03:24:49,340 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 88/113 +[2025-02-27 03:24:49,365 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 89/113 +[2025-02-27 03:24:49,392 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 90/113 +[2025-02-27 03:24:49,417 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 91/113 +[2025-02-27 03:24:49,445 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 92/113 +[2025-02-27 03:24:49,472 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 93/113 +[2025-02-27 03:24:49,497 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 94/113 +[2025-02-27 03:24:49,528 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 95/113 +[2025-02-27 03:24:49,555 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 96/113 +[2025-02-27 03:24:49,592 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 97/113 +[2025-02-27 03:24:49,619 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 98/113 +[2025-02-27 03:24:49,646 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-02-27 03:24:49,675 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-02-27 03:24:49,703 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-02-27 03:24:49,731 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-02-27 03:24:49,758 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-02-27 03:24:49,785 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-02-27 03:24:49,818 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-02-27 03:24:49,853 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-02-27 03:24:49,880 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-02-27 03:24:49,907 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-02-27 03:24:49,937 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-02-27 03:24:49,971 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-02-27 03:24:49,997 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 111/113 +[2025-02-27 03:24:50,024 INFO test.py line 201 943558] Test: 5/78-scene0077_01, Batch: 112/113 +[2025-02-27 03:24:50,137 INFO test.py line 289 943558] Test: scene0077_01 [5/78]-90381 Batch 3.645 (4.257) Accuracy 0.9371 (0.7514) mIoU 0.5870 (0.7121) +[2025-02-27 03:24:50,168 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 0/121 +[2025-02-27 03:24:50,195 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 1/121 +[2025-02-27 03:24:50,223 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 2/121 +[2025-02-27 03:24:50,252 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 3/121 +[2025-02-27 03:24:50,281 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 4/121 +[2025-02-27 03:24:50,306 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 5/121 +[2025-02-27 03:24:50,340 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 6/121 +[2025-02-27 03:24:50,366 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 7/121 +[2025-02-27 03:24:50,391 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 8/121 +[2025-02-27 03:24:50,420 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 9/121 +[2025-02-27 03:24:50,449 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 10/121 +[2025-02-27 03:24:50,492 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 11/121 +[2025-02-27 03:24:50,550 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 12/121 +[2025-02-27 03:24:50,576 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 13/121 +[2025-02-27 03:24:50,604 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 14/121 +[2025-02-27 03:24:50,630 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 15/121 +[2025-02-27 03:24:50,658 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 16/121 +[2025-02-27 03:24:50,689 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 17/121 +[2025-02-27 03:24:50,715 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 18/121 +[2025-02-27 03:24:50,742 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 19/121 +[2025-02-27 03:24:50,773 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 20/121 +[2025-02-27 03:24:50,801 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 21/121 +[2025-02-27 03:24:50,839 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 22/121 +[2025-02-27 03:24:50,878 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 23/121 +[2025-02-27 03:24:50,917 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 24/121 +[2025-02-27 03:24:50,941 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 25/121 +[2025-02-27 03:24:50,968 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 26/121 +[2025-02-27 03:24:50,994 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 27/121 +[2025-02-27 03:24:51,021 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 28/121 +[2025-02-27 03:24:51,049 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 29/121 +[2025-02-27 03:24:51,075 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 30/121 +[2025-02-27 03:24:51,103 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 31/121 +[2025-02-27 03:24:51,131 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 32/121 +[2025-02-27 03:24:51,159 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 33/121 +[2025-02-27 03:24:51,212 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 34/121 +[2025-02-27 03:24:51,240 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 35/121 +[2025-02-27 03:24:51,296 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 36/121 +[2025-02-27 03:24:51,323 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 37/121 +[2025-02-27 03:24:51,351 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 38/121 +[2025-02-27 03:24:51,376 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 39/121 +[2025-02-27 03:24:51,406 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 40/121 +[2025-02-27 03:24:51,433 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 41/121 +[2025-02-27 03:24:51,457 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 42/121 +[2025-02-27 03:24:51,484 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 43/121 +[2025-02-27 03:24:51,516 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 44/121 +[2025-02-27 03:24:51,542 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 45/121 +[2025-02-27 03:24:51,580 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 46/121 +[2025-02-27 03:24:51,630 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 47/121 +[2025-02-27 03:24:51,656 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 48/121 +[2025-02-27 03:24:51,698 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 49/121 +[2025-02-27 03:24:51,725 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 50/121 +[2025-02-27 03:24:51,750 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 51/121 +[2025-02-27 03:24:51,776 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 52/121 +[2025-02-27 03:24:51,802 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 53/121 +[2025-02-27 03:24:51,832 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 54/121 +[2025-02-27 03:24:51,858 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 55/121 +[2025-02-27 03:24:51,883 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 56/121 +[2025-02-27 03:24:51,910 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 57/121 +[2025-02-27 03:24:51,937 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 58/121 +[2025-02-27 03:24:51,961 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 59/121 +[2025-02-27 03:24:51,986 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 60/121 +[2025-02-27 03:24:52,013 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 61/121 +[2025-02-27 03:24:52,040 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 62/121 +[2025-02-27 03:24:52,066 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 63/121 +[2025-02-27 03:24:52,092 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 64/121 +[2025-02-27 03:24:52,119 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 65/121 +[2025-02-27 03:24:52,154 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 66/121 +[2025-02-27 03:24:52,190 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 67/121 +[2025-02-27 03:24:52,227 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 68/121 +[2025-02-27 03:24:52,265 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 69/121 +[2025-02-27 03:24:52,295 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 70/121 +[2025-02-27 03:24:52,321 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 71/121 +[2025-02-27 03:24:52,356 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 72/121 +[2025-02-27 03:24:52,386 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 73/121 +[2025-02-27 03:24:52,413 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 74/121 +[2025-02-27 03:24:52,439 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 75/121 +[2025-02-27 03:24:52,471 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 76/121 +[2025-02-27 03:24:52,499 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 77/121 +[2025-02-27 03:24:52,526 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 78/121 +[2025-02-27 03:24:52,552 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 79/121 +[2025-02-27 03:24:52,603 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 80/121 +[2025-02-27 03:24:52,630 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 81/121 +[2025-02-27 03:24:52,665 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 82/121 +[2025-02-27 03:24:52,693 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 83/121 +[2025-02-27 03:24:52,720 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 84/121 +[2025-02-27 03:24:52,749 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 85/121 +[2025-02-27 03:24:52,775 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 86/121 +[2025-02-27 03:24:52,801 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 87/121 +[2025-02-27 03:24:52,857 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 88/121 +[2025-02-27 03:24:52,891 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 89/121 +[2025-02-27 03:24:52,918 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 90/121 +[2025-02-27 03:24:52,967 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 91/121 +[2025-02-27 03:24:53,012 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 92/121 +[2025-02-27 03:24:53,062 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 93/121 +[2025-02-27 03:24:53,105 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 94/121 +[2025-02-27 03:24:53,153 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 95/121 +[2025-02-27 03:24:53,192 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 96/121 +[2025-02-27 03:24:53,234 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 97/121 +[2025-02-27 03:24:53,262 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 98/121 +[2025-02-27 03:24:53,291 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 99/121 +[2025-02-27 03:24:53,328 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 100/121 +[2025-02-27 03:24:53,372 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 101/121 +[2025-02-27 03:24:53,409 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 102/121 +[2025-02-27 03:24:53,444 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 103/121 +[2025-02-27 03:24:53,479 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 104/121 +[2025-02-27 03:24:53,507 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 105/121 +[2025-02-27 03:24:53,572 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 106/121 +[2025-02-27 03:24:53,616 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 107/121 +[2025-02-27 03:24:53,643 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 108/121 +[2025-02-27 03:24:53,673 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 109/121 +[2025-02-27 03:24:53,705 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 110/121 +[2025-02-27 03:24:53,736 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 111/121 +[2025-02-27 03:24:53,762 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 112/121 +[2025-02-27 03:24:53,797 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 113/121 +[2025-02-27 03:24:53,838 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 114/121 +[2025-02-27 03:24:53,877 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 115/121 +[2025-02-27 03:24:53,914 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 116/121 +[2025-02-27 03:24:53,956 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 117/121 +[2025-02-27 03:24:53,999 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 118/121 +[2025-02-27 03:24:54,042 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 119/121 +[2025-02-27 03:24:54,079 INFO test.py line 201 943558] Test: 6/78-scene0382_01, Batch: 120/121 +[2025-02-27 03:24:54,301 INFO test.py line 289 943558] Test: scene0382_01 [6/78]-96933 Batch 4.164 (4.242) Accuracy 0.7542 (0.7269) mIoU 0.3481 (0.6742) +[2025-02-27 03:24:56,247 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-02-27 03:24:56,307 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-02-27 03:24:56,362 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 2/134 +[2025-02-27 03:24:56,426 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 3/134 +[2025-02-27 03:24:56,488 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 4/134 +[2025-02-27 03:24:56,545 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 5/134 +[2025-02-27 03:24:56,603 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 6/134 +[2025-02-27 03:24:56,650 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 7/134 +[2025-02-27 03:24:56,700 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 8/134 +[2025-02-27 03:24:56,753 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 9/134 +[2025-02-27 03:24:56,802 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 10/134 +[2025-02-27 03:24:56,849 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 11/134 +[2025-02-27 03:24:56,897 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 12/134 +[2025-02-27 03:24:56,943 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 13/134 +[2025-02-27 03:24:56,989 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 14/134 +[2025-02-27 03:24:57,036 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 15/134 +[2025-02-27 03:24:57,083 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 16/134 +[2025-02-27 03:24:57,130 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 17/134 +[2025-02-27 03:24:57,176 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 18/134 +[2025-02-27 03:24:57,240 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 19/134 +[2025-02-27 03:24:57,286 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 20/134 +[2025-02-27 03:24:57,332 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 21/134 +[2025-02-27 03:24:57,383 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 22/134 +[2025-02-27 03:24:57,428 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 23/134 +[2025-02-27 03:24:57,475 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 24/134 +[2025-02-27 03:24:57,522 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 25/134 +[2025-02-27 03:24:57,568 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 26/134 +[2025-02-27 03:24:57,616 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 27/134 +[2025-02-27 03:24:57,662 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 28/134 +[2025-02-27 03:24:57,709 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 29/134 +[2025-02-27 03:24:57,757 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 30/134 +[2025-02-27 03:24:57,805 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 31/134 +[2025-02-27 03:24:57,853 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 32/134 +[2025-02-27 03:24:57,897 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 33/134 +[2025-02-27 03:24:57,945 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 34/134 +[2025-02-27 03:24:58,017 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 35/134 +[2025-02-27 03:24:58,073 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 36/134 +[2025-02-27 03:24:58,132 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 37/134 +[2025-02-27 03:24:58,187 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 38/134 +[2025-02-27 03:24:58,240 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 39/134 +[2025-02-27 03:24:58,319 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 40/134 +[2025-02-27 03:24:58,370 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 41/134 +[2025-02-27 03:24:58,422 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 42/134 +[2025-02-27 03:24:58,466 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 43/134 +[2025-02-27 03:24:58,511 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 44/134 +[2025-02-27 03:24:58,556 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 45/134 +[2025-02-27 03:24:58,604 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 46/134 +[2025-02-27 03:24:58,648 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 47/134 +[2025-02-27 03:24:58,692 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 48/134 +[2025-02-27 03:24:58,739 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 49/134 +[2025-02-27 03:24:58,791 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 50/134 +[2025-02-27 03:24:58,834 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 51/134 +[2025-02-27 03:24:58,878 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 52/134 +[2025-02-27 03:24:58,929 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 53/134 +[2025-02-27 03:24:58,979 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 54/134 +[2025-02-27 03:24:59,027 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 55/134 +[2025-02-27 03:24:59,070 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 56/134 +[2025-02-27 03:24:59,115 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 57/134 +[2025-02-27 03:24:59,162 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 58/134 +[2025-02-27 03:24:59,220 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 59/134 +[2025-02-27 03:24:59,268 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 60/134 +[2025-02-27 03:24:59,313 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 61/134 +[2025-02-27 03:24:59,358 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 62/134 +[2025-02-27 03:24:59,414 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 63/134 +[2025-02-27 03:24:59,461 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 64/134 +[2025-02-27 03:24:59,524 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 65/134 +[2025-02-27 03:24:59,579 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 66/134 +[2025-02-27 03:24:59,645 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 67/134 +[2025-02-27 03:24:59,695 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 68/134 +[2025-02-27 03:24:59,934 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 69/134 +[2025-02-27 03:25:00,001 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 70/134 +[2025-02-27 03:25:00,056 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 71/134 +[2025-02-27 03:25:00,120 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 72/134 +[2025-02-27 03:25:00,186 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 73/134 +[2025-02-27 03:25:00,248 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 74/134 +[2025-02-27 03:25:00,304 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 75/134 +[2025-02-27 03:25:00,359 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 76/134 +[2025-02-27 03:25:00,434 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 77/134 +[2025-02-27 03:25:00,490 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 78/134 +[2025-02-27 03:25:00,551 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 79/134 +[2025-02-27 03:25:00,607 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 80/134 +[2025-02-27 03:25:00,662 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 81/134 +[2025-02-27 03:25:00,718 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 82/134 +[2025-02-27 03:25:00,778 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 83/134 +[2025-02-27 03:25:00,833 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 84/134 +[2025-02-27 03:25:00,897 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 85/134 +[2025-02-27 03:25:00,951 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 86/134 +[2025-02-27 03:25:01,018 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 87/134 +[2025-02-27 03:25:01,078 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 88/134 +[2025-02-27 03:25:01,131 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 89/134 +[2025-02-27 03:25:01,191 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 90/134 +[2025-02-27 03:25:01,249 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 91/134 +[2025-02-27 03:25:01,308 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 92/134 +[2025-02-27 03:25:01,367 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 93/134 +[2025-02-27 03:25:01,427 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 94/134 +[2025-02-27 03:25:01,492 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 95/134 +[2025-02-27 03:25:01,555 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 96/134 +[2025-02-27 03:25:01,618 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 97/134 +[2025-02-27 03:25:01,675 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 98/134 +[2025-02-27 03:25:01,735 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 99/134 +[2025-02-27 03:25:01,793 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 100/134 +[2025-02-27 03:25:01,853 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 101/134 +[2025-02-27 03:25:01,911 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 102/134 +[2025-02-27 03:25:01,967 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 103/134 +[2025-02-27 03:25:02,024 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 104/134 +[2025-02-27 03:25:02,075 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 105/134 +[2025-02-27 03:25:02,126 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 106/134 +[2025-02-27 03:25:02,182 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 107/134 +[2025-02-27 03:25:02,239 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 108/134 +[2025-02-27 03:25:02,294 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 109/134 +[2025-02-27 03:25:02,347 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 110/134 +[2025-02-27 03:25:02,397 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 111/134 +[2025-02-27 03:25:02,449 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 112/134 +[2025-02-27 03:25:02,497 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 113/134 +[2025-02-27 03:25:02,547 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 114/134 +[2025-02-27 03:25:02,616 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 115/134 +[2025-02-27 03:25:02,691 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 116/134 +[2025-02-27 03:25:02,740 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 117/134 +[2025-02-27 03:25:02,789 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 118/134 +[2025-02-27 03:25:02,838 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 119/134 +[2025-02-27 03:25:02,887 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 120/134 +[2025-02-27 03:25:02,939 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 121/134 +[2025-02-27 03:25:02,994 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 122/134 +[2025-02-27 03:25:03,046 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 123/134 +[2025-02-27 03:25:03,107 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 124/134 +[2025-02-27 03:25:03,155 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 125/134 +[2025-02-27 03:25:03,202 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-02-27 03:25:03,255 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-02-27 03:25:03,301 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-02-27 03:25:03,350 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-02-27 03:25:03,396 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-02-27 03:25:03,442 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-02-27 03:25:03,492 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-02-27 03:25:03,542 INFO test.py line 201 943558] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-02-27 03:25:03,921 INFO test.py line 289 943558] Test: scene0653_01 [7/78]-331565 Batch 7.754 (4.743) Accuracy 0.8884 (0.7247) mIoU 0.6515 (0.6621) +[2025-02-27 03:25:03,947 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-02-27 03:25:03,971 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-02-27 03:25:03,992 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-02-27 03:25:04,015 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-02-27 03:25:04,036 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 4/113 +[2025-02-27 03:25:04,057 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 5/113 +[2025-02-27 03:25:04,081 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 6/113 +[2025-02-27 03:25:04,103 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 7/113 +[2025-02-27 03:25:04,125 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 8/113 +[2025-02-27 03:25:04,147 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 9/113 +[2025-02-27 03:25:04,170 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 10/113 +[2025-02-27 03:25:04,193 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 11/113 +[2025-02-27 03:25:04,220 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 12/113 +[2025-02-27 03:25:04,244 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 13/113 +[2025-02-27 03:25:04,270 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 14/113 +[2025-02-27 03:25:04,295 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 15/113 +[2025-02-27 03:25:04,319 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 16/113 +[2025-02-27 03:25:04,343 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 17/113 +[2025-02-27 03:25:04,367 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 18/113 +[2025-02-27 03:25:04,391 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 19/113 +[2025-02-27 03:25:04,414 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 20/113 +[2025-02-27 03:25:04,449 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 21/113 +[2025-02-27 03:25:04,472 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 22/113 +[2025-02-27 03:25:04,497 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 23/113 +[2025-02-27 03:25:04,528 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 24/113 +[2025-02-27 03:25:04,553 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 25/113 +[2025-02-27 03:25:04,580 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 26/113 +[2025-02-27 03:25:04,605 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 27/113 +[2025-02-27 03:25:04,629 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 28/113 +[2025-02-27 03:25:04,652 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 29/113 +[2025-02-27 03:25:04,692 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 30/113 +[2025-02-27 03:25:04,715 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 31/113 +[2025-02-27 03:25:04,738 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 32/113 +[2025-02-27 03:25:04,764 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 33/113 +[2025-02-27 03:25:04,788 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 34/113 +[2025-02-27 03:25:04,811 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 35/113 +[2025-02-27 03:25:04,835 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 36/113 +[2025-02-27 03:25:04,861 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 37/113 +[2025-02-27 03:25:04,885 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 38/113 +[2025-02-27 03:25:04,908 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 39/113 +[2025-02-27 03:25:04,932 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 40/113 +[2025-02-27 03:25:04,955 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 41/113 +[2025-02-27 03:25:04,978 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 42/113 +[2025-02-27 03:25:05,001 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 43/113 +[2025-02-27 03:25:05,032 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 44/113 +[2025-02-27 03:25:05,055 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 45/113 +[2025-02-27 03:25:05,079 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 46/113 +[2025-02-27 03:25:05,111 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 47/113 +[2025-02-27 03:25:05,135 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 48/113 +[2025-02-27 03:25:05,158 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 49/113 +[2025-02-27 03:25:05,182 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 50/113 +[2025-02-27 03:25:05,205 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 51/113 +[2025-02-27 03:25:05,229 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 52/113 +[2025-02-27 03:25:05,269 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 53/113 +[2025-02-27 03:25:05,291 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 54/113 +[2025-02-27 03:25:05,314 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 55/113 +[2025-02-27 03:25:05,338 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 56/113 +[2025-02-27 03:25:05,361 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 57/113 +[2025-02-27 03:25:05,384 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 58/113 +[2025-02-27 03:25:05,412 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 59/113 +[2025-02-27 03:25:05,434 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 60/113 +[2025-02-27 03:25:05,460 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 61/113 +[2025-02-27 03:25:05,483 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 62/113 +[2025-02-27 03:25:05,508 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 63/113 +[2025-02-27 03:25:05,533 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 64/113 +[2025-02-27 03:25:05,557 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 65/113 +[2025-02-27 03:25:05,583 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 66/113 +[2025-02-27 03:25:05,610 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 67/113 +[2025-02-27 03:25:05,675 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 68/113 +[2025-02-27 03:25:05,710 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 69/113 +[2025-02-27 03:25:05,739 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 70/113 +[2025-02-27 03:25:05,784 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 71/113 +[2025-02-27 03:25:05,822 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 72/113 +[2025-02-27 03:25:05,859 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 73/113 +[2025-02-27 03:25:05,894 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 74/113 +[2025-02-27 03:25:05,926 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 75/113 +[2025-02-27 03:25:05,957 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 76/113 +[2025-02-27 03:25:05,994 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 77/113 +[2025-02-27 03:25:06,046 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 78/113 +[2025-02-27 03:25:06,095 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 79/113 +[2025-02-27 03:25:06,146 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 80/113 +[2025-02-27 03:25:06,191 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 81/113 +[2025-02-27 03:25:06,230 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 82/113 +[2025-02-27 03:25:06,270 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 83/113 +[2025-02-27 03:25:06,328 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 84/113 +[2025-02-27 03:25:06,368 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 85/113 +[2025-02-27 03:25:06,409 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 86/113 +[2025-02-27 03:25:06,457 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 87/113 +[2025-02-27 03:25:06,498 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 88/113 +[2025-02-27 03:25:06,539 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 89/113 +[2025-02-27 03:25:06,576 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 90/113 +[2025-02-27 03:25:06,609 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 91/113 +[2025-02-27 03:25:06,638 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 92/113 +[2025-02-27 03:25:06,659 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 93/113 +[2025-02-27 03:25:06,683 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 94/113 +[2025-02-27 03:25:06,710 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 95/113 +[2025-02-27 03:25:06,734 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 96/113 +[2025-02-27 03:25:06,758 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 97/113 +[2025-02-27 03:25:06,788 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 98/113 +[2025-02-27 03:25:06,811 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 99/113 +[2025-02-27 03:25:06,835 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 100/113 +[2025-02-27 03:25:06,857 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 101/113 +[2025-02-27 03:25:06,881 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 102/113 +[2025-02-27 03:25:06,905 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 103/113 +[2025-02-27 03:25:06,929 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 104/113 +[2025-02-27 03:25:06,951 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 105/113 +[2025-02-27 03:25:06,975 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 106/113 +[2025-02-27 03:25:06,997 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 107/113 +[2025-02-27 03:25:07,023 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 108/113 +[2025-02-27 03:25:07,046 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 109/113 +[2025-02-27 03:25:07,068 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 110/113 +[2025-02-27 03:25:07,090 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-02-27 03:25:07,116 INFO test.py line 201 943558] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-02-27 03:25:07,177 INFO test.py line 289 943558] Test: scene0684_00 [8/78]-41364 Batch 3.256 (4.557) Accuracy 0.9706 (0.7255) mIoU 0.7570 (0.6650) +[2025-02-27 03:25:07,220 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-02-27 03:25:07,252 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-02-27 03:25:07,287 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-02-27 03:25:07,320 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-02-27 03:25:07,352 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 4/130 +[2025-02-27 03:25:07,384 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 5/130 +[2025-02-27 03:25:07,416 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 6/130 +[2025-02-27 03:25:07,452 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 7/130 +[2025-02-27 03:25:07,488 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 8/130 +[2025-02-27 03:25:07,519 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 9/130 +[2025-02-27 03:25:07,550 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 10/130 +[2025-02-27 03:25:07,584 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 11/130 +[2025-02-27 03:25:07,618 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 12/130 +[2025-02-27 03:25:07,653 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 13/130 +[2025-02-27 03:25:07,683 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 14/130 +[2025-02-27 03:25:07,716 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 15/130 +[2025-02-27 03:25:07,747 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 16/130 +[2025-02-27 03:25:07,778 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 17/130 +[2025-02-27 03:25:07,809 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 18/130 +[2025-02-27 03:25:07,840 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 19/130 +[2025-02-27 03:25:07,875 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 20/130 +[2025-02-27 03:25:07,908 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 21/130 +[2025-02-27 03:25:07,939 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 22/130 +[2025-02-27 03:25:07,972 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 23/130 +[2025-02-27 03:25:08,003 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 24/130 +[2025-02-27 03:25:08,035 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 25/130 +[2025-02-27 03:25:08,069 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 26/130 +[2025-02-27 03:25:08,102 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 27/130 +[2025-02-27 03:25:08,134 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 28/130 +[2025-02-27 03:25:08,165 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 29/130 +[2025-02-27 03:25:08,196 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 30/130 +[2025-02-27 03:25:08,231 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 31/130 +[2025-02-27 03:25:08,264 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 32/130 +[2025-02-27 03:25:08,296 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 33/130 +[2025-02-27 03:25:08,331 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 34/130 +[2025-02-27 03:25:08,362 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 35/130 +[2025-02-27 03:25:08,396 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 36/130 +[2025-02-27 03:25:08,427 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 37/130 +[2025-02-27 03:25:08,471 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 38/130 +[2025-02-27 03:25:08,526 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 39/130 +[2025-02-27 03:25:08,558 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 40/130 +[2025-02-27 03:25:08,600 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 41/130 +[2025-02-27 03:25:08,631 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 42/130 +[2025-02-27 03:25:08,663 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 43/130 +[2025-02-27 03:25:08,721 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 44/130 +[2025-02-27 03:25:08,752 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 45/130 +[2025-02-27 03:25:08,784 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 46/130 +[2025-02-27 03:25:08,816 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 47/130 +[2025-02-27 03:25:08,856 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 48/130 +[2025-02-27 03:25:08,890 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 49/130 +[2025-02-27 03:25:08,922 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 50/130 +[2025-02-27 03:25:08,953 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 51/130 +[2025-02-27 03:25:08,985 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 52/130 +[2025-02-27 03:25:09,018 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 53/130 +[2025-02-27 03:25:09,052 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 54/130 +[2025-02-27 03:25:09,088 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 55/130 +[2025-02-27 03:25:09,120 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 56/130 +[2025-02-27 03:25:09,153 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 57/130 +[2025-02-27 03:25:09,197 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 58/130 +[2025-02-27 03:25:09,230 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 59/130 +[2025-02-27 03:25:09,262 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 60/130 +[2025-02-27 03:25:09,293 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 61/130 +[2025-02-27 03:25:09,326 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 62/130 +[2025-02-27 03:25:09,360 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 63/130 +[2025-02-27 03:25:09,395 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-02-27 03:25:09,428 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 65/130 +[2025-02-27 03:25:09,458 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 66/130 +[2025-02-27 03:25:09,492 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 67/130 +[2025-02-27 03:25:09,524 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 68/130 +[2025-02-27 03:25:09,557 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 69/130 +[2025-02-27 03:25:09,589 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 70/130 +[2025-02-27 03:25:09,622 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 71/130 +[2025-02-27 03:25:09,661 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 72/130 +[2025-02-27 03:25:09,704 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 73/130 +[2025-02-27 03:25:09,746 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 74/130 +[2025-02-27 03:25:09,799 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 75/130 +[2025-02-27 03:25:09,841 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 76/130 +[2025-02-27 03:25:09,903 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 77/130 +[2025-02-27 03:25:09,954 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 78/130 +[2025-02-27 03:25:09,999 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 79/130 +[2025-02-27 03:25:10,033 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 80/130 +[2025-02-27 03:25:10,064 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 81/130 +[2025-02-27 03:25:10,095 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 82/130 +[2025-02-27 03:25:10,126 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 83/130 +[2025-02-27 03:25:10,163 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 84/130 +[2025-02-27 03:25:10,228 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 85/130 +[2025-02-27 03:25:10,265 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 86/130 +[2025-02-27 03:25:10,301 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 87/130 +[2025-02-27 03:25:10,335 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 88/130 +[2025-02-27 03:25:10,369 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-02-27 03:25:10,409 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-02-27 03:25:10,442 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-02-27 03:25:10,477 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-02-27 03:25:10,512 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-02-27 03:25:10,544 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-02-27 03:25:10,580 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-02-27 03:25:10,617 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 96/130 +[2025-02-27 03:25:10,653 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 97/130 +[2025-02-27 03:25:10,689 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 98/130 +[2025-02-27 03:25:10,723 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 99/130 +[2025-02-27 03:25:10,757 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 100/130 +[2025-02-27 03:25:10,792 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 101/130 +[2025-02-27 03:25:10,825 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 102/130 +[2025-02-27 03:25:10,860 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 103/130 +[2025-02-27 03:25:10,894 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 104/130 +[2025-02-27 03:25:10,928 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 105/130 +[2025-02-27 03:25:10,961 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 106/130 +[2025-02-27 03:25:10,998 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 107/130 +[2025-02-27 03:25:11,034 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 108/130 +[2025-02-27 03:25:11,068 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 109/130 +[2025-02-27 03:25:11,103 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 110/130 +[2025-02-27 03:25:11,138 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 111/130 +[2025-02-27 03:25:11,181 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 112/130 +[2025-02-27 03:25:11,219 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 113/130 +[2025-02-27 03:25:11,256 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 114/130 +[2025-02-27 03:25:11,293 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 115/130 +[2025-02-27 03:25:11,326 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 116/130 +[2025-02-27 03:25:11,357 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 117/130 +[2025-02-27 03:25:11,390 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 118/130 +[2025-02-27 03:25:11,424 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 119/130 +[2025-02-27 03:25:11,457 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 120/130 +[2025-02-27 03:25:11,490 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 121/130 +[2025-02-27 03:25:11,521 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 122/130 +[2025-02-27 03:25:11,556 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 123/130 +[2025-02-27 03:25:11,590 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 124/130 +[2025-02-27 03:25:11,620 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 125/130 +[2025-02-27 03:25:11,652 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 126/130 +[2025-02-27 03:25:11,683 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 127/130 +[2025-02-27 03:25:11,717 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 128/130 +[2025-02-27 03:25:11,750 INFO test.py line 201 943558] Test: 9/78-scene0257_00, Batch: 129/130 +[2025-02-27 03:25:11,956 INFO test.py line 289 943558] Test: scene0257_00 [9/78]-180928 Batch 4.778 (4.582) Accuracy 0.8444 (0.6948) mIoU 0.3608 (0.6426) +[2025-02-27 03:25:11,989 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-02-27 03:25:12,012 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-02-27 03:25:12,037 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-02-27 03:25:12,061 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-02-27 03:25:12,086 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-02-27 03:25:12,112 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-02-27 03:25:12,138 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-02-27 03:25:12,164 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 7/130 +[2025-02-27 03:25:12,189 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 8/130 +[2025-02-27 03:25:12,221 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 9/130 +[2025-02-27 03:25:12,248 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 10/130 +[2025-02-27 03:25:12,281 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 11/130 +[2025-02-27 03:25:12,306 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 12/130 +[2025-02-27 03:25:12,333 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 13/130 +[2025-02-27 03:25:12,358 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 14/130 +[2025-02-27 03:25:12,385 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 15/130 +[2025-02-27 03:25:12,412 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 16/130 +[2025-02-27 03:25:12,437 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 17/130 +[2025-02-27 03:25:12,464 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 18/130 +[2025-02-27 03:25:12,488 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 19/130 +[2025-02-27 03:25:12,513 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 20/130 +[2025-02-27 03:25:12,539 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 21/130 +[2025-02-27 03:25:12,565 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 22/130 +[2025-02-27 03:25:12,590 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 23/130 +[2025-02-27 03:25:12,622 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 24/130 +[2025-02-27 03:25:12,649 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 25/130 +[2025-02-27 03:25:12,674 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 26/130 +[2025-02-27 03:25:12,698 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 27/130 +[2025-02-27 03:25:12,727 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 28/130 +[2025-02-27 03:25:12,755 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 29/130 +[2025-02-27 03:25:12,781 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 30/130 +[2025-02-27 03:25:12,805 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 31/130 +[2025-02-27 03:25:12,833 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 32/130 +[2025-02-27 03:25:12,886 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 33/130 +[2025-02-27 03:25:12,919 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 34/130 +[2025-02-27 03:25:12,944 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 35/130 +[2025-02-27 03:25:12,971 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 36/130 +[2025-02-27 03:25:12,996 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 37/130 +[2025-02-27 03:25:13,020 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 38/130 +[2025-02-27 03:25:13,049 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 39/130 +[2025-02-27 03:25:13,073 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 40/130 +[2025-02-27 03:25:13,097 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 41/130 +[2025-02-27 03:25:13,121 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 42/130 +[2025-02-27 03:25:13,146 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 43/130 +[2025-02-27 03:25:13,175 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 44/130 +[2025-02-27 03:25:13,199 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 45/130 +[2025-02-27 03:25:13,224 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 46/130 +[2025-02-27 03:25:13,248 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 47/130 +[2025-02-27 03:25:13,280 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 48/130 +[2025-02-27 03:25:13,305 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 49/130 +[2025-02-27 03:25:13,345 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 50/130 +[2025-02-27 03:25:13,373 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 51/130 +[2025-02-27 03:25:13,398 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 52/130 +[2025-02-27 03:25:13,424 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 53/130 +[2025-02-27 03:25:13,449 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 54/130 +[2025-02-27 03:25:13,474 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 55/130 +[2025-02-27 03:25:13,499 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 56/130 +[2025-02-27 03:25:13,549 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 57/130 +[2025-02-27 03:25:13,574 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 58/130 +[2025-02-27 03:25:13,598 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 59/130 +[2025-02-27 03:25:13,623 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 60/130 +[2025-02-27 03:25:13,648 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 61/130 +[2025-02-27 03:25:13,681 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 62/130 +[2025-02-27 03:25:13,739 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 63/130 +[2025-02-27 03:25:13,780 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 64/130 +[2025-02-27 03:25:13,822 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 65/130 +[2025-02-27 03:25:13,855 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 66/130 +[2025-02-27 03:25:13,890 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 67/130 +[2025-02-27 03:25:13,921 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 68/130 +[2025-02-27 03:25:13,953 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 69/130 +[2025-02-27 03:25:13,985 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 70/130 +[2025-02-27 03:25:14,024 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 71/130 +[2025-02-27 03:25:14,082 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 72/130 +[2025-02-27 03:25:14,128 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 73/130 +[2025-02-27 03:25:14,168 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 74/130 +[2025-02-27 03:25:14,204 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 75/130 +[2025-02-27 03:25:14,238 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 76/130 +[2025-02-27 03:25:14,280 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 77/130 +[2025-02-27 03:25:14,316 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 78/130 +[2025-02-27 03:25:14,355 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 79/130 +[2025-02-27 03:25:14,392 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 80/130 +[2025-02-27 03:25:14,430 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 81/130 +[2025-02-27 03:25:14,471 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 82/130 +[2025-02-27 03:25:14,528 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 83/130 +[2025-02-27 03:25:14,562 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 84/130 +[2025-02-27 03:25:14,596 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 85/130 +[2025-02-27 03:25:14,623 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 86/130 +[2025-02-27 03:25:14,650 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 87/130 +[2025-02-27 03:25:14,678 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 88/130 +[2025-02-27 03:25:14,705 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 89/130 +[2025-02-27 03:25:14,739 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 90/130 +[2025-02-27 03:25:14,773 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 91/130 +[2025-02-27 03:25:14,806 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 92/130 +[2025-02-27 03:25:14,838 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 93/130 +[2025-02-27 03:25:14,867 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 94/130 +[2025-02-27 03:25:14,895 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 95/130 +[2025-02-27 03:25:14,922 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 96/130 +[2025-02-27 03:25:14,948 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 97/130 +[2025-02-27 03:25:14,981 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 98/130 +[2025-02-27 03:25:15,007 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 99/130 +[2025-02-27 03:25:15,058 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 100/130 +[2025-02-27 03:25:15,093 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 101/130 +[2025-02-27 03:25:15,129 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 102/130 +[2025-02-27 03:25:15,164 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 103/130 +[2025-02-27 03:25:15,202 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 104/130 +[2025-02-27 03:25:15,240 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 105/130 +[2025-02-27 03:25:15,272 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 106/130 +[2025-02-27 03:25:15,310 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 107/130 +[2025-02-27 03:25:15,344 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 108/130 +[2025-02-27 03:25:15,376 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 109/130 +[2025-02-27 03:25:15,414 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 110/130 +[2025-02-27 03:25:15,452 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 111/130 +[2025-02-27 03:25:15,489 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 112/130 +[2025-02-27 03:25:15,524 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 113/130 +[2025-02-27 03:25:15,550 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 114/130 +[2025-02-27 03:25:15,613 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 115/130 +[2025-02-27 03:25:15,649 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 116/130 +[2025-02-27 03:25:15,687 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 117/130 +[2025-02-27 03:25:15,724 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 118/130 +[2025-02-27 03:25:15,880 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-02-27 03:25:16,058 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-02-27 03:25:16,117 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-02-27 03:25:16,153 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-02-27 03:25:16,189 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-02-27 03:25:16,225 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-02-27 03:25:16,258 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-02-27 03:25:16,293 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-02-27 03:25:16,328 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-02-27 03:25:16,362 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-02-27 03:25:16,401 INFO test.py line 201 943558] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-02-27 03:25:16,512 INFO test.py line 289 943558] Test: scene0164_01 [10/78]-88073 Batch 4.555 (4.579) Accuracy 0.9150 (0.7675) mIoU 0.8611 (0.7106) +[2025-02-27 03:25:16,570 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-02-27 03:25:16,612 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-02-27 03:25:16,657 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-02-27 03:25:16,701 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-02-27 03:25:16,742 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-02-27 03:25:16,782 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-02-27 03:25:16,823 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-02-27 03:25:16,865 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 7/130 +[2025-02-27 03:25:16,907 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 8/130 +[2025-02-27 03:25:16,971 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 9/130 +[2025-02-27 03:25:17,030 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 10/130 +[2025-02-27 03:25:17,082 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 11/130 +[2025-02-27 03:25:17,134 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 12/130 +[2025-02-27 03:25:17,186 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 13/130 +[2025-02-27 03:25:17,238 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 14/130 +[2025-02-27 03:25:17,288 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 15/130 +[2025-02-27 03:25:17,329 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 16/130 +[2025-02-27 03:25:17,371 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 17/130 +[2025-02-27 03:25:17,412 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 18/130 +[2025-02-27 03:25:17,482 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 19/130 +[2025-02-27 03:25:17,522 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 20/130 +[2025-02-27 03:25:17,564 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 21/130 +[2025-02-27 03:25:17,607 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 22/130 +[2025-02-27 03:25:17,652 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 23/130 +[2025-02-27 03:25:17,696 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 24/130 +[2025-02-27 03:25:17,741 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 25/130 +[2025-02-27 03:25:17,785 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 26/130 +[2025-02-27 03:25:17,837 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 27/130 +[2025-02-27 03:25:17,882 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 28/130 +[2025-02-27 03:25:17,926 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 29/130 +[2025-02-27 03:25:17,971 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 30/130 +[2025-02-27 03:25:18,016 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 31/130 +[2025-02-27 03:25:18,059 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 32/130 +[2025-02-27 03:25:18,101 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 33/130 +[2025-02-27 03:25:18,146 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 34/130 +[2025-02-27 03:25:18,188 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 35/130 +[2025-02-27 03:25:18,231 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 36/130 +[2025-02-27 03:25:18,274 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 37/130 +[2025-02-27 03:25:18,316 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 38/130 +[2025-02-27 03:25:18,359 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 39/130 +[2025-02-27 03:25:18,399 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 40/130 +[2025-02-27 03:25:18,439 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 41/130 +[2025-02-27 03:25:18,486 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 42/130 +[2025-02-27 03:25:18,526 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 43/130 +[2025-02-27 03:25:18,570 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 44/130 +[2025-02-27 03:25:18,610 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 45/130 +[2025-02-27 03:25:18,650 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 46/130 +[2025-02-27 03:25:18,705 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 47/130 +[2025-02-27 03:25:18,756 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 48/130 +[2025-02-27 03:25:18,815 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 49/130 +[2025-02-27 03:25:18,864 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 50/130 +[2025-02-27 03:25:18,929 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 51/130 +[2025-02-27 03:25:19,006 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 52/130 +[2025-02-27 03:25:19,066 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 53/130 +[2025-02-27 03:25:19,127 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 54/130 +[2025-02-27 03:25:19,178 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 55/130 +[2025-02-27 03:25:19,236 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 56/130 +[2025-02-27 03:25:19,290 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 57/130 +[2025-02-27 03:25:19,335 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 58/130 +[2025-02-27 03:25:19,377 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 59/130 +[2025-02-27 03:25:19,418 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 60/130 +[2025-02-27 03:25:19,460 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 61/130 +[2025-02-27 03:25:19,500 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 62/130 +[2025-02-27 03:25:19,542 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 63/130 +[2025-02-27 03:25:19,583 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 64/130 +[2025-02-27 03:25:19,624 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 65/130 +[2025-02-27 03:25:19,666 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 66/130 +[2025-02-27 03:25:19,711 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 67/130 +[2025-02-27 03:25:19,751 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 68/130 +[2025-02-27 03:25:19,794 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 69/130 +[2025-02-27 03:25:19,834 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 70/130 +[2025-02-27 03:25:19,875 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 71/130 +[2025-02-27 03:25:19,917 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 72/130 +[2025-02-27 03:25:19,959 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 73/130 +[2025-02-27 03:25:19,999 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 74/130 +[2025-02-27 03:25:20,040 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 75/130 +[2025-02-27 03:25:20,080 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 76/130 +[2025-02-27 03:25:20,120 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 77/130 +[2025-02-27 03:25:20,160 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 78/130 +[2025-02-27 03:25:20,200 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 79/130 +[2025-02-27 03:25:20,242 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 80/130 +[2025-02-27 03:25:20,283 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 81/130 +[2025-02-27 03:25:20,325 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 82/130 +[2025-02-27 03:25:20,385 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 83/130 +[2025-02-27 03:25:20,431 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 84/130 +[2025-02-27 03:25:20,475 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 85/130 +[2025-02-27 03:25:20,518 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 86/130 +[2025-02-27 03:25:20,570 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 87/130 +[2025-02-27 03:25:20,616 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 88/130 +[2025-02-27 03:25:20,660 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 89/130 +[2025-02-27 03:25:20,703 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 90/130 +[2025-02-27 03:25:20,755 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 91/130 +[2025-02-27 03:25:20,799 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 92/130 +[2025-02-27 03:25:20,867 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 93/130 +[2025-02-27 03:25:20,913 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 94/130 +[2025-02-27 03:25:20,956 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 95/130 +[2025-02-27 03:25:20,999 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 96/130 +[2025-02-27 03:25:21,042 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 97/130 +[2025-02-27 03:25:21,088 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 98/130 +[2025-02-27 03:25:21,132 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 99/130 +[2025-02-27 03:25:21,175 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 100/130 +[2025-02-27 03:25:21,218 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 101/130 +[2025-02-27 03:25:21,285 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 102/130 +[2025-02-27 03:25:21,328 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 103/130 +[2025-02-27 03:25:21,374 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 104/130 +[2025-02-27 03:25:21,429 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 105/130 +[2025-02-27 03:25:21,475 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 106/130 +[2025-02-27 03:25:21,519 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 107/130 +[2025-02-27 03:25:21,572 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 108/130 +[2025-02-27 03:25:21,622 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 109/130 +[2025-02-27 03:25:21,670 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 110/130 +[2025-02-27 03:25:21,725 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 111/130 +[2025-02-27 03:25:21,775 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 112/130 +[2025-02-27 03:25:21,819 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 113/130 +[2025-02-27 03:25:21,862 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 114/130 +[2025-02-27 03:25:21,910 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 115/130 +[2025-02-27 03:25:21,957 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 116/130 +[2025-02-27 03:25:22,004 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 117/130 +[2025-02-27 03:25:22,053 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 118/130 +[2025-02-27 03:25:22,100 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 119/130 +[2025-02-27 03:25:22,148 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 120/130 +[2025-02-27 03:25:22,195 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 121/130 +[2025-02-27 03:25:22,252 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 122/130 +[2025-02-27 03:25:22,300 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 123/130 +[2025-02-27 03:25:22,352 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 124/130 +[2025-02-27 03:25:22,403 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 125/130 +[2025-02-27 03:25:22,455 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 126/130 +[2025-02-27 03:25:22,499 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 127/130 +[2025-02-27 03:25:22,540 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 128/130 +[2025-02-27 03:25:22,581 INFO test.py line 201 943558] Test: 11/78-scene0030_00, Batch: 129/130 +[2025-02-27 03:25:22,922 INFO test.py line 289 943558] Test: scene0030_00 [11/78]-293811 Batch 6.409 (4.746) Accuracy 0.9244 (0.8203) mIoU 0.6698 (0.7642) +[2025-02-27 03:25:22,956 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 0/143 +[2025-02-27 03:25:22,985 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 1/143 +[2025-02-27 03:25:23,017 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 2/143 +[2025-02-27 03:25:23,047 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 3/143 +[2025-02-27 03:25:23,076 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 4/143 +[2025-02-27 03:25:23,110 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 5/143 +[2025-02-27 03:25:23,145 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 6/143 +[2025-02-27 03:25:23,174 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 7/143 +[2025-02-27 03:25:23,205 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 8/143 +[2025-02-27 03:25:23,260 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 9/143 +[2025-02-27 03:25:23,289 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 10/143 +[2025-02-27 03:25:23,319 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 11/143 +[2025-02-27 03:25:23,347 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 12/143 +[2025-02-27 03:25:23,377 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 13/143 +[2025-02-27 03:25:23,406 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 14/143 +[2025-02-27 03:25:23,440 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 15/143 +[2025-02-27 03:25:23,470 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 16/143 +[2025-02-27 03:25:23,498 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 17/143 +[2025-02-27 03:25:23,526 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 18/143 +[2025-02-27 03:25:23,578 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 19/143 +[2025-02-27 03:25:23,607 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 20/143 +[2025-02-27 03:25:23,639 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 21/143 +[2025-02-27 03:25:23,667 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 22/143 +[2025-02-27 03:25:23,699 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 23/143 +[2025-02-27 03:25:23,728 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 24/143 +[2025-02-27 03:25:23,763 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 25/143 +[2025-02-27 03:25:23,797 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 26/143 +[2025-02-27 03:25:23,826 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 27/143 +[2025-02-27 03:25:23,854 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 28/143 +[2025-02-27 03:25:23,903 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 29/143 +[2025-02-27 03:25:23,941 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 30/143 +[2025-02-27 03:25:23,970 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 31/143 +[2025-02-27 03:25:24,001 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 32/143 +[2025-02-27 03:25:24,031 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 33/143 +[2025-02-27 03:25:24,063 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 34/143 +[2025-02-27 03:25:24,099 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 35/143 +[2025-02-27 03:25:24,128 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 36/143 +[2025-02-27 03:25:24,157 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 37/143 +[2025-02-27 03:25:24,187 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 38/143 +[2025-02-27 03:25:24,217 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 39/143 +[2025-02-27 03:25:24,246 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 40/143 +[2025-02-27 03:25:24,288 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 41/143 +[2025-02-27 03:25:24,322 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 42/143 +[2025-02-27 03:25:24,353 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 43/143 +[2025-02-27 03:25:24,382 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 44/143 +[2025-02-27 03:25:24,410 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 45/143 +[2025-02-27 03:25:24,440 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 46/143 +[2025-02-27 03:25:24,470 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 47/143 +[2025-02-27 03:25:24,497 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 48/143 +[2025-02-27 03:25:24,527 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 49/143 +[2025-02-27 03:25:24,570 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 50/143 +[2025-02-27 03:25:24,599 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 51/143 +[2025-02-27 03:25:24,627 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 52/143 +[2025-02-27 03:25:24,658 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 53/143 +[2025-02-27 03:25:24,686 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 54/143 +[2025-02-27 03:25:24,714 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 55/143 +[2025-02-27 03:25:24,751 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 56/143 +[2025-02-27 03:25:24,793 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 57/143 +[2025-02-27 03:25:24,823 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 58/143 +[2025-02-27 03:25:24,862 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 59/143 +[2025-02-27 03:25:24,891 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 60/143 +[2025-02-27 03:25:24,920 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 61/143 +[2025-02-27 03:25:24,950 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 62/143 +[2025-02-27 03:25:24,979 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 63/143 +[2025-02-27 03:25:25,013 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 64/143 +[2025-02-27 03:25:25,043 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 65/143 +[2025-02-27 03:25:25,073 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 66/143 +[2025-02-27 03:25:25,102 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 67/143 +[2025-02-27 03:25:25,131 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 68/143 +[2025-02-27 03:25:25,160 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 69/143 +[2025-02-27 03:25:25,188 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 70/143 +[2025-02-27 03:25:25,217 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 71/143 +[2025-02-27 03:25:25,246 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 72/143 +[2025-02-27 03:25:25,276 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 73/143 +[2025-02-27 03:25:25,333 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 74/143 +[2025-02-27 03:25:25,362 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 75/143 +[2025-02-27 03:25:25,390 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 76/143 +[2025-02-27 03:25:25,431 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 77/143 +[2025-02-27 03:25:25,464 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 78/143 +[2025-02-27 03:25:25,492 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 79/143 +[2025-02-27 03:25:25,523 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 80/143 +[2025-02-27 03:25:25,550 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 81/143 +[2025-02-27 03:25:25,582 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 82/143 +[2025-02-27 03:25:25,616 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 83/143 +[2025-02-27 03:25:25,655 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 84/143 +[2025-02-27 03:25:25,695 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 85/143 +[2025-02-27 03:25:25,736 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 86/143 +[2025-02-27 03:25:25,776 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 87/143 +[2025-02-27 03:25:25,808 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 88/143 +[2025-02-27 03:25:25,841 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 89/143 +[2025-02-27 03:25:25,880 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 90/143 +[2025-02-27 03:25:25,930 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 91/143 +[2025-02-27 03:25:25,980 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 92/143 +[2025-02-27 03:25:26,029 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 93/143 +[2025-02-27 03:25:26,082 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 94/143 +[2025-02-27 03:25:26,131 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 95/143 +[2025-02-27 03:25:26,173 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 96/143 +[2025-02-27 03:25:26,219 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 97/143 +[2025-02-27 03:25:26,270 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 98/143 +[2025-02-27 03:25:26,323 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 99/143 +[2025-02-27 03:25:26,376 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 100/143 +[2025-02-27 03:25:26,422 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 101/143 +[2025-02-27 03:25:26,470 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 102/143 +[2025-02-27 03:25:26,499 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 103/143 +[2025-02-27 03:25:26,537 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 104/143 +[2025-02-27 03:25:26,580 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 105/143 +[2025-02-27 03:25:26,619 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 106/143 +[2025-02-27 03:25:26,659 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 107/143 +[2025-02-27 03:25:26,704 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 108/143 +[2025-02-27 03:25:26,744 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 109/143 +[2025-02-27 03:25:26,783 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 110/143 +[2025-02-27 03:25:26,825 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 111/143 +[2025-02-27 03:25:26,868 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 112/143 +[2025-02-27 03:25:26,899 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 113/143 +[2025-02-27 03:25:26,930 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 114/143 +[2025-02-27 03:25:26,960 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 115/143 +[2025-02-27 03:25:26,990 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 116/143 +[2025-02-27 03:25:27,019 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 117/143 +[2025-02-27 03:25:27,048 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 118/143 +[2025-02-27 03:25:27,079 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 119/143 +[2025-02-27 03:25:27,108 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 120/143 +[2025-02-27 03:25:27,141 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 121/143 +[2025-02-27 03:25:27,171 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 122/143 +[2025-02-27 03:25:27,201 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 123/143 +[2025-02-27 03:25:27,231 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 124/143 +[2025-02-27 03:25:27,262 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 125/143 +[2025-02-27 03:25:27,293 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 126/143 +[2025-02-27 03:25:27,324 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 127/143 +[2025-02-27 03:25:27,360 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 128/143 +[2025-02-27 03:25:27,392 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 129/143 +[2025-02-27 03:25:27,454 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 130/143 +[2025-02-27 03:25:27,520 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 131/143 +[2025-02-27 03:25:27,563 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 132/143 +[2025-02-27 03:25:27,607 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 133/143 +[2025-02-27 03:25:27,652 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 134/143 +[2025-02-27 03:25:27,696 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 135/143 +[2025-02-27 03:25:27,739 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 136/143 +[2025-02-27 03:25:27,785 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 137/143 +[2025-02-27 03:25:27,825 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 138/143 +[2025-02-27 03:25:27,862 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 139/143 +[2025-02-27 03:25:27,902 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 140/143 +[2025-02-27 03:25:27,944 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 141/143 +[2025-02-27 03:25:27,982 INFO test.py line 201 943558] Test: 12/78-scene0088_01, Batch: 142/143 +[2025-02-27 03:25:28,208 INFO test.py line 289 943558] Test: scene0088_01 [12/78]-145650 Batch 5.286 (4.791) Accuracy 0.9477 (0.8219) mIoU 0.6320 (0.7663) +[2025-02-27 03:25:28,240 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 0/134 +[2025-02-27 03:25:28,267 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 1/134 +[2025-02-27 03:25:28,293 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 2/134 +[2025-02-27 03:25:28,324 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 3/134 +[2025-02-27 03:25:28,355 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 4/134 +[2025-02-27 03:25:28,393 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 5/134 +[2025-02-27 03:25:28,434 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 6/134 +[2025-02-27 03:25:28,469 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 7/134 +[2025-02-27 03:25:28,530 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 8/134 +[2025-02-27 03:25:28,562 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 9/134 +[2025-02-27 03:25:28,605 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 10/134 +[2025-02-27 03:25:28,656 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 11/134 +[2025-02-27 03:25:28,703 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 12/134 +[2025-02-27 03:25:28,751 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 13/134 +[2025-02-27 03:25:28,795 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 14/134 +[2025-02-27 03:25:28,843 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 15/134 +[2025-02-27 03:25:28,894 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 16/134 +[2025-02-27 03:25:28,926 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 17/134 +[2025-02-27 03:25:28,951 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 18/134 +[2025-02-27 03:25:28,979 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 19/134 +[2025-02-27 03:25:29,004 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 20/134 +[2025-02-27 03:25:29,031 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 21/134 +[2025-02-27 03:25:29,058 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 22/134 +[2025-02-27 03:25:29,085 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 23/134 +[2025-02-27 03:25:29,110 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 24/134 +[2025-02-27 03:25:29,138 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 25/134 +[2025-02-27 03:25:29,165 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 26/134 +[2025-02-27 03:25:29,195 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 27/134 +[2025-02-27 03:25:29,223 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 28/134 +[2025-02-27 03:25:29,250 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 29/134 +[2025-02-27 03:25:29,275 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 30/134 +[2025-02-27 03:25:29,302 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 31/134 +[2025-02-27 03:25:29,329 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 32/134 +[2025-02-27 03:25:29,359 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 33/134 +[2025-02-27 03:25:29,387 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 34/134 +[2025-02-27 03:25:29,415 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 35/134 +[2025-02-27 03:25:29,443 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 36/134 +[2025-02-27 03:25:29,474 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 37/134 +[2025-02-27 03:25:29,527 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 38/134 +[2025-02-27 03:25:29,565 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 39/134 +[2025-02-27 03:25:29,594 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 40/134 +[2025-02-27 03:25:29,645 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 41/134 +[2025-02-27 03:25:29,673 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 42/134 +[2025-02-27 03:25:29,700 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 43/134 +[2025-02-27 03:25:29,728 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 44/134 +[2025-02-27 03:25:29,755 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 45/134 +[2025-02-27 03:25:29,783 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 46/134 +[2025-02-27 03:25:29,810 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 47/134 +[2025-02-27 03:25:29,842 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 48/134 +[2025-02-27 03:25:29,869 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 49/134 +[2025-02-27 03:25:29,897 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 50/134 +[2025-02-27 03:25:29,924 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 51/134 +[2025-02-27 03:25:29,952 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 52/134 +[2025-02-27 03:25:29,986 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 53/134 +[2025-02-27 03:25:30,021 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 54/134 +[2025-02-27 03:25:30,056 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 55/134 +[2025-02-27 03:25:30,089 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 56/134 +[2025-02-27 03:25:30,134 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 57/134 +[2025-02-27 03:25:30,168 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 58/134 +[2025-02-27 03:25:30,205 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 59/134 +[2025-02-27 03:25:30,243 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 60/134 +[2025-02-27 03:25:30,281 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 61/134 +[2025-02-27 03:25:30,335 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 62/134 +[2025-02-27 03:25:30,367 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 63/134 +[2025-02-27 03:25:30,421 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 64/134 +[2025-02-27 03:25:30,450 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 65/134 +[2025-02-27 03:25:30,482 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 66/134 +[2025-02-27 03:25:30,509 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 67/134 +[2025-02-27 03:25:30,539 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 68/134 +[2025-02-27 03:25:30,567 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 69/134 +[2025-02-27 03:25:30,597 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 70/134 +[2025-02-27 03:25:30,632 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 71/134 +[2025-02-27 03:25:30,661 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 72/134 +[2025-02-27 03:25:30,688 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 73/134 +[2025-02-27 03:25:30,719 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 74/134 +[2025-02-27 03:25:30,777 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 75/134 +[2025-02-27 03:25:30,820 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 76/134 +[2025-02-27 03:25:30,892 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 77/134 +[2025-02-27 03:25:30,941 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 78/134 +[2025-02-27 03:25:30,979 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 79/134 +[2025-02-27 03:25:31,019 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 80/134 +[2025-02-27 03:25:31,070 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 81/134 +[2025-02-27 03:25:31,138 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 82/134 +[2025-02-27 03:25:31,190 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 83/134 +[2025-02-27 03:25:31,230 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 84/134 +[2025-02-27 03:25:31,257 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 85/134 +[2025-02-27 03:25:31,285 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 86/134 +[2025-02-27 03:25:31,312 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 87/134 +[2025-02-27 03:25:31,347 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 88/134 +[2025-02-27 03:25:31,388 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 89/134 +[2025-02-27 03:25:31,428 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 90/134 +[2025-02-27 03:25:31,468 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 91/134 +[2025-02-27 03:25:31,507 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 92/134 +[2025-02-27 03:25:31,561 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 93/134 +[2025-02-27 03:25:31,627 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 94/134 +[2025-02-27 03:25:31,665 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 95/134 +[2025-02-27 03:25:31,719 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 96/134 +[2025-02-27 03:25:31,765 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 97/134 +[2025-02-27 03:25:31,815 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 98/134 +[2025-02-27 03:25:31,864 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 99/134 +[2025-02-27 03:25:31,901 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 100/134 +[2025-02-27 03:25:31,938 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 101/134 +[2025-02-27 03:25:31,973 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 102/134 +[2025-02-27 03:25:32,009 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 103/134 +[2025-02-27 03:25:32,039 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 104/134 +[2025-02-27 03:25:32,070 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 105/134 +[2025-02-27 03:25:32,097 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 106/134 +[2025-02-27 03:25:32,127 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 107/134 +[2025-02-27 03:25:32,156 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 108/134 +[2025-02-27 03:25:32,187 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 109/134 +[2025-02-27 03:25:32,216 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 110/134 +[2025-02-27 03:25:32,244 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 111/134 +[2025-02-27 03:25:32,274 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 112/134 +[2025-02-27 03:25:32,302 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 113/134 +[2025-02-27 03:25:32,333 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 114/134 +[2025-02-27 03:25:32,361 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 115/134 +[2025-02-27 03:25:32,391 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 116/134 +[2025-02-27 03:25:32,422 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 117/134 +[2025-02-27 03:25:32,452 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 118/134 +[2025-02-27 03:25:32,490 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 119/134 +[2025-02-27 03:25:32,521 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 120/134 +[2025-02-27 03:25:32,550 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 121/134 +[2025-02-27 03:25:32,578 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 122/134 +[2025-02-27 03:25:32,607 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 123/134 +[2025-02-27 03:25:32,635 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 124/134 +[2025-02-27 03:25:32,665 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 125/134 +[2025-02-27 03:25:32,693 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 126/134 +[2025-02-27 03:25:32,721 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 127/134 +[2025-02-27 03:25:32,780 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 128/134 +[2025-02-27 03:25:32,808 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 129/134 +[2025-02-27 03:25:32,837 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 130/134 +[2025-02-27 03:25:32,872 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 131/134 +[2025-02-27 03:25:32,899 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 132/134 +[2025-02-27 03:25:32,929 INFO test.py line 201 943558] Test: 13/78-scene0690_01, Batch: 133/134 +[2025-02-27 03:25:33,063 INFO test.py line 289 943558] Test: scene0690_01 [13/78]-109935 Batch 4.854 (4.796) Accuracy 0.7192 (0.8109) mIoU 0.4240 (0.7515) +[2025-02-27 03:25:33,099 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-02-27 03:25:33,131 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-02-27 03:25:33,164 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-02-27 03:25:33,224 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-02-27 03:25:33,259 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-02-27 03:25:33,320 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 5/126 +[2025-02-27 03:25:33,380 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 6/126 +[2025-02-27 03:25:33,411 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 7/126 +[2025-02-27 03:25:33,443 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 8/126 +[2025-02-27 03:25:33,493 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 9/126 +[2025-02-27 03:25:33,526 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 10/126 +[2025-02-27 03:25:33,560 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 11/126 +[2025-02-27 03:25:33,595 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 12/126 +[2025-02-27 03:25:33,630 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 13/126 +[2025-02-27 03:25:33,665 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 14/126 +[2025-02-27 03:25:33,699 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 15/126 +[2025-02-27 03:25:33,737 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 16/126 +[2025-02-27 03:25:33,772 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 17/126 +[2025-02-27 03:25:33,809 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 18/126 +[2025-02-27 03:25:33,847 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 19/126 +[2025-02-27 03:25:33,895 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 20/126 +[2025-02-27 03:25:33,940 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 21/126 +[2025-02-27 03:25:33,985 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 22/126 +[2025-02-27 03:25:34,029 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 23/126 +[2025-02-27 03:25:34,074 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 24/126 +[2025-02-27 03:25:34,121 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 25/126 +[2025-02-27 03:25:34,170 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 26/126 +[2025-02-27 03:25:34,215 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 27/126 +[2025-02-27 03:25:34,262 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 28/126 +[2025-02-27 03:25:34,308 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 29/126 +[2025-02-27 03:25:34,355 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 30/126 +[2025-02-27 03:25:34,397 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 31/126 +[2025-02-27 03:25:34,438 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 32/126 +[2025-02-27 03:25:34,482 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 33/126 +[2025-02-27 03:25:34,528 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 34/126 +[2025-02-27 03:25:34,576 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 35/126 +[2025-02-27 03:25:34,625 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 36/126 +[2025-02-27 03:25:34,685 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 37/126 +[2025-02-27 03:25:34,748 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 38/126 +[2025-02-27 03:25:34,814 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 39/126 +[2025-02-27 03:25:34,867 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 40/126 +[2025-02-27 03:25:34,923 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 41/126 +[2025-02-27 03:25:34,992 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 42/126 +[2025-02-27 03:25:35,051 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 43/126 +[2025-02-27 03:25:35,095 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 44/126 +[2025-02-27 03:25:35,136 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 45/126 +[2025-02-27 03:25:35,177 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 46/126 +[2025-02-27 03:25:35,220 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 47/126 +[2025-02-27 03:25:35,276 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 48/126 +[2025-02-27 03:25:35,312 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 49/126 +[2025-02-27 03:25:35,349 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 50/126 +[2025-02-27 03:25:35,382 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 51/126 +[2025-02-27 03:25:35,414 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 52/126 +[2025-02-27 03:25:35,449 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 53/126 +[2025-02-27 03:25:35,483 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 54/126 +[2025-02-27 03:25:35,517 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 55/126 +[2025-02-27 03:25:35,553 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 56/126 +[2025-02-27 03:25:35,591 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 57/126 +[2025-02-27 03:25:35,623 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 58/126 +[2025-02-27 03:25:35,655 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 59/126 +[2025-02-27 03:25:35,688 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 60/126 +[2025-02-27 03:25:35,720 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 61/126 +[2025-02-27 03:25:35,751 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 62/126 +[2025-02-27 03:25:35,783 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 63/126 +[2025-02-27 03:25:35,814 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 64/126 +[2025-02-27 03:25:35,845 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 65/126 +[2025-02-27 03:25:35,878 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 66/126 +[2025-02-27 03:25:35,920 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 67/126 +[2025-02-27 03:25:35,955 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 68/126 +[2025-02-27 03:25:35,988 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 69/126 +[2025-02-27 03:25:36,034 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 70/126 +[2025-02-27 03:25:36,066 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 71/126 +[2025-02-27 03:25:36,099 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 72/126 +[2025-02-27 03:25:36,136 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 73/126 +[2025-02-27 03:25:36,187 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 74/126 +[2025-02-27 03:25:36,220 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 75/126 +[2025-02-27 03:25:36,256 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 76/126 +[2025-02-27 03:25:36,286 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 77/126 +[2025-02-27 03:25:36,317 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 78/126 +[2025-02-27 03:25:36,359 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 79/126 +[2025-02-27 03:25:36,396 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 80/126 +[2025-02-27 03:25:36,429 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 81/126 +[2025-02-27 03:25:36,462 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 82/126 +[2025-02-27 03:25:36,507 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 83/126 +[2025-02-27 03:25:36,542 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 84/126 +[2025-02-27 03:25:36,578 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 85/126 +[2025-02-27 03:25:36,612 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 86/126 +[2025-02-27 03:25:36,648 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 87/126 +[2025-02-27 03:25:36,681 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 88/126 +[2025-02-27 03:25:36,715 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 89/126 +[2025-02-27 03:25:36,747 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 90/126 +[2025-02-27 03:25:36,794 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 91/126 +[2025-02-27 03:25:36,830 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 92/126 +[2025-02-27 03:25:36,863 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 93/126 +[2025-02-27 03:25:36,904 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 94/126 +[2025-02-27 03:25:36,952 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 95/126 +[2025-02-27 03:25:37,004 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 96/126 +[2025-02-27 03:25:37,055 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 97/126 +[2025-02-27 03:25:37,108 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 98/126 +[2025-02-27 03:25:37,151 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 99/126 +[2025-02-27 03:25:37,196 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 100/126 +[2025-02-27 03:25:37,238 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 101/126 +[2025-02-27 03:25:37,286 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 102/126 +[2025-02-27 03:25:37,339 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 103/126 +[2025-02-27 03:25:37,387 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 104/126 +[2025-02-27 03:25:37,459 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 105/126 +[2025-02-27 03:25:37,529 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 106/126 +[2025-02-27 03:25:37,574 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 107/126 +[2025-02-27 03:25:37,610 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 108/126 +[2025-02-27 03:25:37,643 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 109/126 +[2025-02-27 03:25:37,676 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 110/126 +[2025-02-27 03:25:37,709 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 111/126 +[2025-02-27 03:25:37,741 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 112/126 +[2025-02-27 03:25:37,773 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 113/126 +[2025-02-27 03:25:37,807 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 114/126 +[2025-02-27 03:25:37,840 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 115/126 +[2025-02-27 03:25:37,871 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 116/126 +[2025-02-27 03:25:37,902 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 117/126 +[2025-02-27 03:25:37,935 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 118/126 +[2025-02-27 03:25:37,992 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 119/126 +[2025-02-27 03:25:38,030 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 120/126 +[2025-02-27 03:25:38,060 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 121/126 +[2025-02-27 03:25:38,092 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 122/126 +[2025-02-27 03:25:38,121 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-02-27 03:25:38,154 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-02-27 03:25:38,184 INFO test.py line 201 943558] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-02-27 03:25:38,354 INFO test.py line 289 943558] Test: scene0598_00 [14/78]-145562 Batch 5.290 (4.831) Accuracy 0.7796 (0.8071) mIoU 0.3813 (0.7470) +[2025-02-27 03:25:38,393 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-02-27 03:25:38,434 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 1/138 +[2025-02-27 03:25:38,465 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 2/138 +[2025-02-27 03:25:38,495 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 3/138 +[2025-02-27 03:25:38,525 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 4/138 +[2025-02-27 03:25:38,556 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 5/138 +[2025-02-27 03:25:38,599 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 6/138 +[2025-02-27 03:25:38,631 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 7/138 +[2025-02-27 03:25:38,662 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 8/138 +[2025-02-27 03:25:38,691 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 9/138 +[2025-02-27 03:25:38,729 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 10/138 +[2025-02-27 03:25:38,763 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 11/138 +[2025-02-27 03:25:38,799 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 12/138 +[2025-02-27 03:25:38,843 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 13/138 +[2025-02-27 03:25:38,876 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 14/138 +[2025-02-27 03:25:38,906 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 15/138 +[2025-02-27 03:25:38,937 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 16/138 +[2025-02-27 03:25:38,968 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 17/138 +[2025-02-27 03:25:39,012 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 18/138 +[2025-02-27 03:25:39,054 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 19/138 +[2025-02-27 03:25:39,095 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 20/138 +[2025-02-27 03:25:39,149 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 21/138 +[2025-02-27 03:25:39,192 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 22/138 +[2025-02-27 03:25:39,254 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 23/138 +[2025-02-27 03:25:39,285 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 24/138 +[2025-02-27 03:25:39,315 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 25/138 +[2025-02-27 03:25:39,350 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 26/138 +[2025-02-27 03:25:39,398 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 27/138 +[2025-02-27 03:25:39,461 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 28/138 +[2025-02-27 03:25:39,509 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 29/138 +[2025-02-27 03:25:39,554 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 30/138 +[2025-02-27 03:25:39,599 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 31/138 +[2025-02-27 03:25:39,645 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 32/138 +[2025-02-27 03:25:39,690 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 33/138 +[2025-02-27 03:25:39,733 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 34/138 +[2025-02-27 03:25:39,780 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 35/138 +[2025-02-27 03:25:39,833 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 36/138 +[2025-02-27 03:25:39,879 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 37/138 +[2025-02-27 03:25:39,935 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 38/138 +[2025-02-27 03:25:39,987 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 39/138 +[2025-02-27 03:25:40,029 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 40/138 +[2025-02-27 03:25:40,099 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 41/138 +[2025-02-27 03:25:40,147 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 42/138 +[2025-02-27 03:25:40,192 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 43/138 +[2025-02-27 03:25:40,223 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 44/138 +[2025-02-27 03:25:40,253 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 45/138 +[2025-02-27 03:25:40,288 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 46/138 +[2025-02-27 03:25:40,332 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 47/138 +[2025-02-27 03:25:40,380 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 48/138 +[2025-02-27 03:25:40,418 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 49/138 +[2025-02-27 03:25:40,455 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 50/138 +[2025-02-27 03:25:40,486 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 51/138 +[2025-02-27 03:25:40,518 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 52/138 +[2025-02-27 03:25:40,558 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 53/138 +[2025-02-27 03:25:40,593 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 54/138 +[2025-02-27 03:25:40,626 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 55/138 +[2025-02-27 03:25:40,658 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 56/138 +[2025-02-27 03:25:40,689 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 57/138 +[2025-02-27 03:25:40,729 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 58/138 +[2025-02-27 03:25:40,765 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 59/138 +[2025-02-27 03:25:40,797 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 60/138 +[2025-02-27 03:25:40,827 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 61/138 +[2025-02-27 03:25:40,865 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 62/138 +[2025-02-27 03:25:40,898 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 63/138 +[2025-02-27 03:25:40,947 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 64/138 +[2025-02-27 03:25:40,979 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 65/138 +[2025-02-27 03:25:41,011 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 66/138 +[2025-02-27 03:25:41,040 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 67/138 +[2025-02-27 03:25:41,072 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 68/138 +[2025-02-27 03:25:41,116 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 69/138 +[2025-02-27 03:25:41,149 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 70/138 +[2025-02-27 03:25:41,179 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 71/138 +[2025-02-27 03:25:41,209 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 72/138 +[2025-02-27 03:25:41,239 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 73/138 +[2025-02-27 03:25:41,274 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 74/138 +[2025-02-27 03:25:41,305 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 75/138 +[2025-02-27 03:25:41,339 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 76/138 +[2025-02-27 03:25:41,369 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 77/138 +[2025-02-27 03:25:41,410 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 78/138 +[2025-02-27 03:25:41,452 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 79/138 +[2025-02-27 03:25:41,484 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 80/138 +[2025-02-27 03:25:41,519 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 81/138 +[2025-02-27 03:25:41,550 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 82/138 +[2025-02-27 03:25:41,582 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 83/138 +[2025-02-27 03:25:41,614 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 84/138 +[2025-02-27 03:25:41,652 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 85/138 +[2025-02-27 03:25:41,685 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 86/138 +[2025-02-27 03:25:41,718 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 87/138 +[2025-02-27 03:25:41,754 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 88/138 +[2025-02-27 03:25:41,789 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 89/138 +[2025-02-27 03:25:41,821 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 90/138 +[2025-02-27 03:25:41,856 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 91/138 +[2025-02-27 03:25:41,888 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 92/138 +[2025-02-27 03:25:41,943 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 93/138 +[2025-02-27 03:25:41,975 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 94/138 +[2025-02-27 03:25:42,007 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 95/138 +[2025-02-27 03:25:42,041 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 96/138 +[2025-02-27 03:25:42,082 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 97/138 +[2025-02-27 03:25:42,119 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 98/138 +[2025-02-27 03:25:42,153 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 99/138 +[2025-02-27 03:25:42,188 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 100/138 +[2025-02-27 03:25:42,224 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 101/138 +[2025-02-27 03:25:42,257 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 102/138 +[2025-02-27 03:25:42,294 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 103/138 +[2025-02-27 03:25:42,325 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 104/138 +[2025-02-27 03:25:42,388 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 105/138 +[2025-02-27 03:25:42,455 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 106/138 +[2025-02-27 03:25:42,515 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 107/138 +[2025-02-27 03:25:42,559 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 108/138 +[2025-02-27 03:25:42,602 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 109/138 +[2025-02-27 03:25:42,643 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 110/138 +[2025-02-27 03:25:42,686 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 111/138 +[2025-02-27 03:25:42,730 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 112/138 +[2025-02-27 03:25:42,774 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 113/138 +[2025-02-27 03:25:42,818 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 114/138 +[2025-02-27 03:25:42,861 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 115/138 +[2025-02-27 03:25:42,901 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 116/138 +[2025-02-27 03:25:42,946 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 117/138 +[2025-02-27 03:25:42,993 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 118/138 +[2025-02-27 03:25:43,036 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 119/138 +[2025-02-27 03:25:43,110 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 120/138 +[2025-02-27 03:25:43,151 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 121/138 +[2025-02-27 03:25:43,182 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 122/138 +[2025-02-27 03:25:43,221 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 123/138 +[2025-02-27 03:25:43,252 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 124/138 +[2025-02-27 03:25:43,285 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 125/138 +[2025-02-27 03:25:43,316 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 126/138 +[2025-02-27 03:25:43,385 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 127/138 +[2025-02-27 03:25:43,445 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 128/138 +[2025-02-27 03:25:43,490 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 129/138 +[2025-02-27 03:25:43,550 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 130/138 +[2025-02-27 03:25:43,597 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 131/138 +[2025-02-27 03:25:43,641 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 132/138 +[2025-02-27 03:25:43,681 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 133/138 +[2025-02-27 03:25:43,719 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 134/138 +[2025-02-27 03:25:43,758 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 135/138 +[2025-02-27 03:25:43,808 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 136/138 +[2025-02-27 03:25:43,853 INFO test.py line 201 943558] Test: 15/78-scene0695_00, Batch: 137/138 +[2025-02-27 03:25:43,989 INFO test.py line 289 943558] Test: scene0695_00 [15/78]-133418 Batch 5.634 (4.884) Accuracy 0.7644 (0.7901) mIoU 0.4348 (0.7277) +[2025-02-27 03:25:44,027 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 0/122 +[2025-02-27 03:25:44,062 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-02-27 03:25:44,096 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-02-27 03:25:44,130 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-02-27 03:25:44,165 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 4/122 +[2025-02-27 03:25:44,196 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 5/122 +[2025-02-27 03:25:44,231 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 6/122 +[2025-02-27 03:25:44,284 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 7/122 +[2025-02-27 03:25:44,350 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 8/122 +[2025-02-27 03:25:44,410 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 9/122 +[2025-02-27 03:25:44,452 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 10/122 +[2025-02-27 03:25:44,493 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 11/122 +[2025-02-27 03:25:44,536 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 12/122 +[2025-02-27 03:25:44,578 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 13/122 +[2025-02-27 03:25:44,634 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 14/122 +[2025-02-27 03:25:44,666 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 15/122 +[2025-02-27 03:25:44,695 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 16/122 +[2025-02-27 03:25:44,727 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 17/122 +[2025-02-27 03:25:44,763 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 18/122 +[2025-02-27 03:25:44,819 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 19/122 +[2025-02-27 03:25:44,847 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 20/122 +[2025-02-27 03:25:44,886 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 21/122 +[2025-02-27 03:25:44,945 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 22/122 +[2025-02-27 03:25:44,990 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 23/122 +[2025-02-27 03:25:45,021 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 24/122 +[2025-02-27 03:25:45,052 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 25/122 +[2025-02-27 03:25:45,092 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 26/122 +[2025-02-27 03:25:45,132 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 27/122 +[2025-02-27 03:25:45,163 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 28/122 +[2025-02-27 03:25:45,195 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 29/122 +[2025-02-27 03:25:45,228 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 30/122 +[2025-02-27 03:25:45,277 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 31/122 +[2025-02-27 03:25:45,325 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 32/122 +[2025-02-27 03:25:45,356 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 33/122 +[2025-02-27 03:25:45,386 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 34/122 +[2025-02-27 03:25:45,421 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 35/122 +[2025-02-27 03:25:45,451 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 36/122 +[2025-02-27 03:25:45,489 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 37/122 +[2025-02-27 03:25:45,518 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 38/122 +[2025-02-27 03:25:45,549 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 39/122 +[2025-02-27 03:25:45,580 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 40/122 +[2025-02-27 03:25:45,634 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 41/122 +[2025-02-27 03:25:45,662 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 42/122 +[2025-02-27 03:25:45,689 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 43/122 +[2025-02-27 03:25:45,722 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 44/122 +[2025-02-27 03:25:45,764 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 45/122 +[2025-02-27 03:25:45,794 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 46/122 +[2025-02-27 03:25:45,821 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 47/122 +[2025-02-27 03:25:45,851 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 48/122 +[2025-02-27 03:25:45,911 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 49/122 +[2025-02-27 03:25:45,941 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 50/122 +[2025-02-27 03:25:45,978 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 51/122 +[2025-02-27 03:25:46,032 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 52/122 +[2025-02-27 03:25:46,061 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 53/122 +[2025-02-27 03:25:46,088 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 54/122 +[2025-02-27 03:25:46,118 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 55/122 +[2025-02-27 03:25:46,147 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 56/122 +[2025-02-27 03:25:46,177 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 57/122 +[2025-02-27 03:25:46,209 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 58/122 +[2025-02-27 03:25:46,237 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 59/122 +[2025-02-27 03:25:46,265 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 60/122 +[2025-02-27 03:25:46,298 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 61/122 +[2025-02-27 03:25:46,326 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 62/122 +[2025-02-27 03:25:46,353 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 63/122 +[2025-02-27 03:25:46,406 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 64/122 +[2025-02-27 03:25:46,435 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 65/122 +[2025-02-27 03:25:46,463 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 66/122 +[2025-02-27 03:25:46,494 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 67/122 +[2025-02-27 03:25:46,526 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 68/122 +[2025-02-27 03:25:46,574 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 69/122 +[2025-02-27 03:25:46,615 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 70/122 +[2025-02-27 03:25:46,645 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 71/122 +[2025-02-27 03:25:46,694 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 72/122 +[2025-02-27 03:25:46,726 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 73/122 +[2025-02-27 03:25:46,753 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 74/122 +[2025-02-27 03:25:46,782 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 75/122 +[2025-02-27 03:25:46,837 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 76/122 +[2025-02-27 03:25:46,863 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 77/122 +[2025-02-27 03:25:46,899 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 78/122 +[2025-02-27 03:25:46,927 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 79/122 +[2025-02-27 03:25:46,956 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 80/122 +[2025-02-27 03:25:46,983 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 81/122 +[2025-02-27 03:25:47,012 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 82/122 +[2025-02-27 03:25:47,038 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 83/122 +[2025-02-27 03:25:47,064 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 84/122 +[2025-02-27 03:25:47,089 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 85/122 +[2025-02-27 03:25:47,116 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 86/122 +[2025-02-27 03:25:47,142 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 87/122 +[2025-02-27 03:25:47,168 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 88/122 +[2025-02-27 03:25:47,193 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 89/122 +[2025-02-27 03:25:47,218 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 90/122 +[2025-02-27 03:25:47,258 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 91/122 +[2025-02-27 03:25:47,298 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 92/122 +[2025-02-27 03:25:47,334 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 93/122 +[2025-02-27 03:25:47,385 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 94/122 +[2025-02-27 03:25:47,415 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 95/122 +[2025-02-27 03:25:47,450 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 96/122 +[2025-02-27 03:25:47,480 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 97/122 +[2025-02-27 03:25:47,529 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 98/122 +[2025-02-27 03:25:47,576 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 99/122 +[2025-02-27 03:25:47,629 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 100/122 +[2025-02-27 03:25:47,674 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 101/122 +[2025-02-27 03:25:47,713 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 102/122 +[2025-02-27 03:25:47,754 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 103/122 +[2025-02-27 03:25:47,798 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 104/122 +[2025-02-27 03:25:47,837 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 105/122 +[2025-02-27 03:25:47,872 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 106/122 +[2025-02-27 03:25:47,916 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 107/122 +[2025-02-27 03:25:47,972 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 108/122 +[2025-02-27 03:25:48,033 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 109/122 +[2025-02-27 03:25:48,089 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 110/122 +[2025-02-27 03:25:48,142 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 111/122 +[2025-02-27 03:25:48,189 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 112/122 +[2025-02-27 03:25:48,244 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 113/122 +[2025-02-27 03:25:48,302 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-02-27 03:25:48,343 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-02-27 03:25:48,386 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-02-27 03:25:48,426 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-02-27 03:25:48,471 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-02-27 03:25:48,525 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-02-27 03:25:48,570 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-02-27 03:25:48,617 INFO test.py line 201 943558] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-02-27 03:25:48,832 INFO test.py line 289 943558] Test: scene0342_00 [16/78]-89958 Batch 4.842 (4.882) Accuracy 0.9932 (0.7909) mIoU 0.7925 (0.7289) +[2025-02-27 03:25:48,894 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-02-27 03:25:48,949 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-02-27 03:25:49,004 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-02-27 03:25:49,054 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-02-27 03:25:49,101 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 4/152 +[2025-02-27 03:25:49,157 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 5/152 +[2025-02-27 03:25:49,212 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 6/152 +[2025-02-27 03:25:49,262 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 7/152 +[2025-02-27 03:25:49,302 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 8/152 +[2025-02-27 03:25:49,342 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 9/152 +[2025-02-27 03:25:49,383 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 10/152 +[2025-02-27 03:25:49,433 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 11/152 +[2025-02-27 03:25:49,482 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 12/152 +[2025-02-27 03:25:49,537 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 13/152 +[2025-02-27 03:25:49,587 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 14/152 +[2025-02-27 03:25:49,627 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 15/152 +[2025-02-27 03:25:49,663 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 16/152 +[2025-02-27 03:25:49,701 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 17/152 +[2025-02-27 03:25:49,749 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 18/152 +[2025-02-27 03:25:49,787 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 19/152 +[2025-02-27 03:25:49,826 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 20/152 +[2025-02-27 03:25:49,865 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 21/152 +[2025-02-27 03:25:49,905 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 22/152 +[2025-02-27 03:25:49,943 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 23/152 +[2025-02-27 03:25:49,985 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 24/152 +[2025-02-27 03:25:50,022 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 25/152 +[2025-02-27 03:25:50,063 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 26/152 +[2025-02-27 03:25:50,104 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 27/152 +[2025-02-27 03:25:50,144 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 28/152 +[2025-02-27 03:25:50,187 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 29/152 +[2025-02-27 03:25:50,226 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 30/152 +[2025-02-27 03:25:50,263 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 31/152 +[2025-02-27 03:25:50,302 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 32/152 +[2025-02-27 03:25:50,351 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 33/152 +[2025-02-27 03:25:50,388 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 34/152 +[2025-02-27 03:25:50,428 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 35/152 +[2025-02-27 03:25:50,468 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 36/152 +[2025-02-27 03:25:50,504 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 37/152 +[2025-02-27 03:25:50,543 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 38/152 +[2025-02-27 03:25:50,588 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 39/152 +[2025-02-27 03:25:50,634 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 40/152 +[2025-02-27 03:25:50,681 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 41/152 +[2025-02-27 03:25:50,725 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 42/152 +[2025-02-27 03:25:50,768 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 43/152 +[2025-02-27 03:25:50,806 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 44/152 +[2025-02-27 03:25:50,845 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 45/152 +[2025-02-27 03:25:50,885 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 46/152 +[2025-02-27 03:25:50,929 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 47/152 +[2025-02-27 03:25:50,971 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 48/152 +[2025-02-27 03:25:51,005 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 49/152 +[2025-02-27 03:25:51,043 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 50/152 +[2025-02-27 03:25:51,081 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 51/152 +[2025-02-27 03:25:51,119 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 52/152 +[2025-02-27 03:25:51,158 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 53/152 +[2025-02-27 03:25:51,194 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 54/152 +[2025-02-27 03:25:51,233 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 55/152 +[2025-02-27 03:25:51,282 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 56/152 +[2025-02-27 03:25:51,318 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 57/152 +[2025-02-27 03:25:51,356 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 58/152 +[2025-02-27 03:25:51,393 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 59/152 +[2025-02-27 03:25:51,433 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 60/152 +[2025-02-27 03:25:51,471 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 61/152 +[2025-02-27 03:25:51,511 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 62/152 +[2025-02-27 03:25:51,548 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 63/152 +[2025-02-27 03:25:51,621 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 64/152 +[2025-02-27 03:25:51,659 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 65/152 +[2025-02-27 03:25:51,695 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 66/152 +[2025-02-27 03:25:51,732 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 67/152 +[2025-02-27 03:25:51,769 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 68/152 +[2025-02-27 03:25:51,817 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 69/152 +[2025-02-27 03:25:51,854 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 70/152 +[2025-02-27 03:25:51,890 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 71/152 +[2025-02-27 03:25:51,937 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 72/152 +[2025-02-27 03:25:51,980 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 73/152 +[2025-02-27 03:25:52,016 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 74/152 +[2025-02-27 03:25:52,052 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 75/152 +[2025-02-27 03:25:52,088 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 76/152 +[2025-02-27 03:25:52,123 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 77/152 +[2025-02-27 03:25:52,168 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 78/152 +[2025-02-27 03:25:52,211 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 79/152 +[2025-02-27 03:25:52,249 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 80/152 +[2025-02-27 03:25:52,284 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 81/152 +[2025-02-27 03:25:52,346 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 82/152 +[2025-02-27 03:25:52,385 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 83/152 +[2025-02-27 03:25:52,435 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 84/152 +[2025-02-27 03:25:52,473 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 85/152 +[2025-02-27 03:25:52,510 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 86/152 +[2025-02-27 03:25:52,553 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 87/152 +[2025-02-27 03:25:52,601 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 88/152 +[2025-02-27 03:25:52,639 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 89/152 +[2025-02-27 03:25:52,676 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 90/152 +[2025-02-27 03:25:52,715 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 91/152 +[2025-02-27 03:25:52,777 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 92/152 +[2025-02-27 03:25:52,814 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 93/152 +[2025-02-27 03:25:52,851 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 94/152 +[2025-02-27 03:25:52,893 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 95/152 +[2025-02-27 03:25:52,934 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 96/152 +[2025-02-27 03:25:52,974 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 97/152 +[2025-02-27 03:25:53,014 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 98/152 +[2025-02-27 03:25:53,055 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 99/152 +[2025-02-27 03:25:53,098 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 100/152 +[2025-02-27 03:25:53,139 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 101/152 +[2025-02-27 03:25:53,183 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 102/152 +[2025-02-27 03:25:53,225 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 103/152 +[2025-02-27 03:25:53,264 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 104/152 +[2025-02-27 03:25:53,304 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 105/152 +[2025-02-27 03:25:53,343 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 106/152 +[2025-02-27 03:25:53,384 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 107/152 +[2025-02-27 03:25:53,425 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 108/152 +[2025-02-27 03:25:53,475 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 109/152 +[2025-02-27 03:25:53,517 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 110/152 +[2025-02-27 03:25:53,559 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 111/152 +[2025-02-27 03:25:53,603 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 112/152 +[2025-02-27 03:25:53,644 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 113/152 +[2025-02-27 03:25:53,685 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 114/152 +[2025-02-27 03:25:53,729 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 115/152 +[2025-02-27 03:25:53,769 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 116/152 +[2025-02-27 03:25:53,835 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 117/152 +[2025-02-27 03:25:53,884 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 118/152 +[2025-02-27 03:25:53,924 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 119/152 +[2025-02-27 03:25:53,979 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 120/152 +[2025-02-27 03:25:54,036 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 121/152 +[2025-02-27 03:25:54,097 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 122/152 +[2025-02-27 03:25:54,150 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 123/152 +[2025-02-27 03:25:54,225 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 124/152 +[2025-02-27 03:25:54,278 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 125/152 +[2025-02-27 03:25:54,330 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 126/152 +[2025-02-27 03:25:54,380 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 127/152 +[2025-02-27 03:25:54,441 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 128/152 +[2025-02-27 03:25:54,496 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 129/152 +[2025-02-27 03:25:54,552 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 130/152 +[2025-02-27 03:25:54,637 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 131/152 +[2025-02-27 03:25:54,694 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 132/152 +[2025-02-27 03:25:54,747 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 133/152 +[2025-02-27 03:25:54,808 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 134/152 +[2025-02-27 03:25:54,881 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 135/152 +[2025-02-27 03:25:54,934 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 136/152 +[2025-02-27 03:25:54,983 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 137/152 +[2025-02-27 03:25:55,032 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 138/152 +[2025-02-27 03:25:55,083 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 139/152 +[2025-02-27 03:25:55,126 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 140/152 +[2025-02-27 03:25:55,178 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 141/152 +[2025-02-27 03:25:55,227 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 142/152 +[2025-02-27 03:25:55,279 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 143/152 +[2025-02-27 03:25:55,327 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 144/152 +[2025-02-27 03:25:55,379 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 145/152 +[2025-02-27 03:25:55,437 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 146/152 +[2025-02-27 03:25:55,490 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 147/152 +[2025-02-27 03:25:55,538 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 148/152 +[2025-02-27 03:25:55,587 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 149/152 +[2025-02-27 03:25:55,625 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 150/152 +[2025-02-27 03:25:55,693 INFO test.py line 201 943558] Test: 17/78-scene0618_00, Batch: 151/152 +[2025-02-27 03:25:55,995 INFO test.py line 289 943558] Test: scene0618_00 [17/78]-232740 Batch 7.163 (5.016) Accuracy 0.9155 (0.7913) mIoU 0.5070 (0.7322) +[2025-02-27 03:25:56,038 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 0/139 +[2025-02-27 03:25:56,072 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 1/139 +[2025-02-27 03:25:56,107 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 2/139 +[2025-02-27 03:25:56,141 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 3/139 +[2025-02-27 03:25:56,176 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 4/139 +[2025-02-27 03:25:56,208 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 5/139 +[2025-02-27 03:25:56,245 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 6/139 +[2025-02-27 03:25:56,280 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 7/139 +[2025-02-27 03:25:56,313 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 8/139 +[2025-02-27 03:25:56,360 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 9/139 +[2025-02-27 03:25:56,405 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 10/139 +[2025-02-27 03:25:56,451 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 11/139 +[2025-02-27 03:25:56,485 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 12/139 +[2025-02-27 03:25:56,518 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 13/139 +[2025-02-27 03:25:56,554 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 14/139 +[2025-02-27 03:25:56,590 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 15/139 +[2025-02-27 03:25:56,629 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 16/139 +[2025-02-27 03:25:56,664 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 17/139 +[2025-02-27 03:25:56,707 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 18/139 +[2025-02-27 03:25:56,746 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 19/139 +[2025-02-27 03:25:56,788 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 20/139 +[2025-02-27 03:25:56,828 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 21/139 +[2025-02-27 03:25:56,863 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 22/139 +[2025-02-27 03:25:56,899 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 23/139 +[2025-02-27 03:25:56,933 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 24/139 +[2025-02-27 03:25:56,990 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 25/139 +[2025-02-27 03:25:57,023 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 26/139 +[2025-02-27 03:25:57,081 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 27/139 +[2025-02-27 03:25:57,115 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 28/139 +[2025-02-27 03:25:57,147 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 29/139 +[2025-02-27 03:25:57,182 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 30/139 +[2025-02-27 03:25:57,214 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 31/139 +[2025-02-27 03:25:57,246 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 32/139 +[2025-02-27 03:25:57,284 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 33/139 +[2025-02-27 03:25:57,324 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 34/139 +[2025-02-27 03:25:57,356 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 35/139 +[2025-02-27 03:25:57,393 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 36/139 +[2025-02-27 03:25:57,424 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 37/139 +[2025-02-27 03:25:57,456 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 38/139 +[2025-02-27 03:25:57,494 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 39/139 +[2025-02-27 03:25:57,526 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 40/139 +[2025-02-27 03:25:57,560 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 41/139 +[2025-02-27 03:25:57,594 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 42/139 +[2025-02-27 03:25:57,633 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 43/139 +[2025-02-27 03:25:57,665 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 44/139 +[2025-02-27 03:25:57,722 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 45/139 +[2025-02-27 03:25:57,753 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 46/139 +[2025-02-27 03:25:57,786 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 47/139 +[2025-02-27 03:25:57,823 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 48/139 +[2025-02-27 03:25:57,853 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 49/139 +[2025-02-27 03:25:57,887 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 50/139 +[2025-02-27 03:25:57,921 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 51/139 +[2025-02-27 03:25:57,976 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 52/139 +[2025-02-27 03:25:58,043 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 53/139 +[2025-02-27 03:25:58,092 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 54/139 +[2025-02-27 03:25:58,133 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 55/139 +[2025-02-27 03:25:58,193 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 56/139 +[2025-02-27 03:25:58,267 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 57/139 +[2025-02-27 03:25:58,311 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 58/139 +[2025-02-27 03:25:58,352 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 59/139 +[2025-02-27 03:25:58,393 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 60/139 +[2025-02-27 03:25:58,447 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 61/139 +[2025-02-27 03:25:58,484 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 62/139 +[2025-02-27 03:25:58,518 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 63/139 +[2025-02-27 03:25:58,554 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 64/139 +[2025-02-27 03:25:58,585 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 65/139 +[2025-02-27 03:25:58,651 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 66/139 +[2025-02-27 03:25:58,722 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 67/139 +[2025-02-27 03:25:58,772 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 68/139 +[2025-02-27 03:25:58,820 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 69/139 +[2025-02-27 03:25:58,867 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 70/139 +[2025-02-27 03:25:58,931 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 71/139 +[2025-02-27 03:25:58,992 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 72/139 +[2025-02-27 03:25:59,039 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 73/139 +[2025-02-27 03:25:59,087 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 74/139 +[2025-02-27 03:25:59,137 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 75/139 +[2025-02-27 03:25:59,181 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 76/139 +[2025-02-27 03:25:59,229 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 77/139 +[2025-02-27 03:25:59,298 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 78/139 +[2025-02-27 03:25:59,345 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 79/139 +[2025-02-27 03:25:59,395 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 80/139 +[2025-02-27 03:25:59,450 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 81/139 +[2025-02-27 03:25:59,490 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 82/139 +[2025-02-27 03:25:59,528 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 83/139 +[2025-02-27 03:25:59,567 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 84/139 +[2025-02-27 03:25:59,608 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 85/139 +[2025-02-27 03:25:59,649 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 86/139 +[2025-02-27 03:25:59,690 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 87/139 +[2025-02-27 03:25:59,764 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 88/139 +[2025-02-27 03:25:59,807 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 89/139 +[2025-02-27 03:25:59,852 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 90/139 +[2025-02-27 03:25:59,889 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 91/139 +[2025-02-27 03:25:59,936 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 92/139 +[2025-02-27 03:25:59,990 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 93/139 +[2025-02-27 03:26:00,037 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 94/139 +[2025-02-27 03:26:00,083 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 95/139 +[2025-02-27 03:26:00,125 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 96/139 +[2025-02-27 03:26:00,171 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 97/139 +[2025-02-27 03:26:00,219 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 98/139 +[2025-02-27 03:26:00,261 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 99/139 +[2025-02-27 03:26:00,312 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 100/139 +[2025-02-27 03:26:00,356 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 101/139 +[2025-02-27 03:26:00,399 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 102/139 +[2025-02-27 03:26:00,445 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 103/139 +[2025-02-27 03:26:00,501 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 104/139 +[2025-02-27 03:26:00,547 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 105/139 +[2025-02-27 03:26:00,595 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 106/139 +[2025-02-27 03:26:00,637 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 107/139 +[2025-02-27 03:26:00,676 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 108/139 +[2025-02-27 03:26:00,724 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 109/139 +[2025-02-27 03:26:00,770 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 110/139 +[2025-02-27 03:26:00,815 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 111/139 +[2025-02-27 03:26:00,866 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 112/139 +[2025-02-27 03:26:00,912 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 113/139 +[2025-02-27 03:26:00,957 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 114/139 +[2025-02-27 03:26:01,010 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 115/139 +[2025-02-27 03:26:01,053 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 116/139 +[2025-02-27 03:26:01,108 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 117/139 +[2025-02-27 03:26:01,152 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 118/139 +[2025-02-27 03:26:01,195 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 119/139 +[2025-02-27 03:26:01,234 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 120/139 +[2025-02-27 03:26:01,265 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 121/139 +[2025-02-27 03:26:01,296 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 122/139 +[2025-02-27 03:26:01,328 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 123/139 +[2025-02-27 03:26:01,360 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 124/139 +[2025-02-27 03:26:01,392 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 125/139 +[2025-02-27 03:26:01,422 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 126/139 +[2025-02-27 03:26:01,456 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 127/139 +[2025-02-27 03:26:01,508 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 128/139 +[2025-02-27 03:26:01,554 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 129/139 +[2025-02-27 03:26:01,593 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 130/139 +[2025-02-27 03:26:01,625 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 131/139 +[2025-02-27 03:26:01,656 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 132/139 +[2025-02-27 03:26:01,705 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 133/139 +[2025-02-27 03:26:01,737 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-02-27 03:26:01,771 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-02-27 03:26:01,829 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-02-27 03:26:01,860 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-02-27 03:26:01,891 INFO test.py line 201 943558] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-02-27 03:26:02,087 INFO test.py line 289 943558] Test: scene0695_02 [18/78]-157025 Batch 6.091 (5.076) Accuracy 0.8907 (0.8000) mIoU 0.5422 (0.7389) +[2025-02-27 03:26:02,146 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-02-27 03:26:02,194 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-02-27 03:26:02,242 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-02-27 03:26:02,290 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-02-27 03:26:02,338 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-02-27 03:26:02,385 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-02-27 03:26:02,433 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 6/156 +[2025-02-27 03:26:02,477 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 7/156 +[2025-02-27 03:26:02,529 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 8/156 +[2025-02-27 03:26:02,573 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 9/156 +[2025-02-27 03:26:02,620 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 10/156 +[2025-02-27 03:26:02,658 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 11/156 +[2025-02-27 03:26:02,696 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 12/156 +[2025-02-27 03:26:02,736 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 13/156 +[2025-02-27 03:26:02,777 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 14/156 +[2025-02-27 03:26:02,818 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 15/156 +[2025-02-27 03:26:02,860 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 16/156 +[2025-02-27 03:26:02,902 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 17/156 +[2025-02-27 03:26:02,943 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 18/156 +[2025-02-27 03:26:02,986 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 19/156 +[2025-02-27 03:26:03,031 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 20/156 +[2025-02-27 03:26:03,069 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 21/156 +[2025-02-27 03:26:03,110 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 22/156 +[2025-02-27 03:26:03,148 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 23/156 +[2025-02-27 03:26:03,187 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 24/156 +[2025-02-27 03:26:03,228 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 25/156 +[2025-02-27 03:26:03,269 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 26/156 +[2025-02-27 03:26:03,327 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 27/156 +[2025-02-27 03:26:03,368 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 28/156 +[2025-02-27 03:26:03,406 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 29/156 +[2025-02-27 03:26:03,448 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 30/156 +[2025-02-27 03:26:03,489 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 31/156 +[2025-02-27 03:26:03,529 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 32/156 +[2025-02-27 03:26:03,570 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 33/156 +[2025-02-27 03:26:03,612 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 34/156 +[2025-02-27 03:26:03,651 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 35/156 +[2025-02-27 03:26:03,691 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 36/156 +[2025-02-27 03:26:03,730 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 37/156 +[2025-02-27 03:26:03,769 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 38/156 +[2025-02-27 03:26:03,808 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 39/156 +[2025-02-27 03:26:03,849 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 40/156 +[2025-02-27 03:26:03,890 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 41/156 +[2025-02-27 03:26:03,938 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 42/156 +[2025-02-27 03:26:03,982 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 43/156 +[2025-02-27 03:26:04,024 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 44/156 +[2025-02-27 03:26:04,068 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 45/156 +[2025-02-27 03:26:04,115 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 46/156 +[2025-02-27 03:26:04,155 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 47/156 +[2025-02-27 03:26:04,193 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 48/156 +[2025-02-27 03:26:04,237 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 49/156 +[2025-02-27 03:26:04,283 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 50/156 +[2025-02-27 03:26:04,328 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 51/156 +[2025-02-27 03:26:04,371 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 52/156 +[2025-02-27 03:26:04,414 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 53/156 +[2025-02-27 03:26:04,458 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 54/156 +[2025-02-27 03:26:04,509 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 55/156 +[2025-02-27 03:26:04,547 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 56/156 +[2025-02-27 03:26:04,602 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 57/156 +[2025-02-27 03:26:04,642 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 58/156 +[2025-02-27 03:26:04,679 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 59/156 +[2025-02-27 03:26:04,718 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 60/156 +[2025-02-27 03:26:04,756 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 61/156 +[2025-02-27 03:26:04,794 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 62/156 +[2025-02-27 03:26:04,832 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 63/156 +[2025-02-27 03:26:04,871 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 64/156 +[2025-02-27 03:26:04,909 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 65/156 +[2025-02-27 03:26:04,947 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 66/156 +[2025-02-27 03:26:04,984 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 67/156 +[2025-02-27 03:26:05,023 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 68/156 +[2025-02-27 03:26:05,067 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 69/156 +[2025-02-27 03:26:05,108 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 70/156 +[2025-02-27 03:26:05,146 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 71/156 +[2025-02-27 03:26:05,184 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 72/156 +[2025-02-27 03:26:05,222 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 73/156 +[2025-02-27 03:26:05,283 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 74/156 +[2025-02-27 03:26:05,321 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 75/156 +[2025-02-27 03:26:05,360 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 76/156 +[2025-02-27 03:26:05,398 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 77/156 +[2025-02-27 03:26:05,436 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 78/156 +[2025-02-27 03:26:05,474 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 79/156 +[2025-02-27 03:26:05,512 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 80/156 +[2025-02-27 03:26:05,552 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 81/156 +[2025-02-27 03:26:05,605 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 82/156 +[2025-02-27 03:26:05,642 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 83/156 +[2025-02-27 03:26:05,680 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 84/156 +[2025-02-27 03:26:05,723 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 85/156 +[2025-02-27 03:26:05,782 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 86/156 +[2025-02-27 03:26:05,824 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 87/156 +[2025-02-27 03:26:05,867 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 88/156 +[2025-02-27 03:26:05,917 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 89/156 +[2025-02-27 03:26:05,964 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 90/156 +[2025-02-27 03:26:06,008 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 91/156 +[2025-02-27 03:26:06,067 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 92/156 +[2025-02-27 03:26:06,110 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 93/156 +[2025-02-27 03:26:06,163 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 94/156 +[2025-02-27 03:26:06,227 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 95/156 +[2025-02-27 03:26:06,287 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 96/156 +[2025-02-27 03:26:06,336 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 97/156 +[2025-02-27 03:26:06,381 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 98/156 +[2025-02-27 03:26:06,419 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 99/156 +[2025-02-27 03:26:06,472 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 100/156 +[2025-02-27 03:26:06,513 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 101/156 +[2025-02-27 03:26:06,554 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 102/156 +[2025-02-27 03:26:06,598 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 103/156 +[2025-02-27 03:26:06,639 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 104/156 +[2025-02-27 03:26:06,680 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 105/156 +[2025-02-27 03:26:06,722 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 106/156 +[2025-02-27 03:26:06,769 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 107/156 +[2025-02-27 03:26:06,820 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 108/156 +[2025-02-27 03:26:06,868 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 109/156 +[2025-02-27 03:26:06,916 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 110/156 +[2025-02-27 03:26:06,964 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 111/156 +[2025-02-27 03:26:07,005 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 112/156 +[2025-02-27 03:26:07,045 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 113/156 +[2025-02-27 03:26:07,087 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 114/156 +[2025-02-27 03:26:07,129 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 115/156 +[2025-02-27 03:26:07,180 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 116/156 +[2025-02-27 03:26:07,230 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 117/156 +[2025-02-27 03:26:07,272 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 118/156 +[2025-02-27 03:26:07,312 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 119/156 +[2025-02-27 03:26:07,351 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 120/156 +[2025-02-27 03:26:07,390 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 121/156 +[2025-02-27 03:26:07,429 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 122/156 +[2025-02-27 03:26:07,469 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 123/156 +[2025-02-27 03:26:07,509 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 124/156 +[2025-02-27 03:26:07,551 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 125/156 +[2025-02-27 03:26:07,596 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 126/156 +[2025-02-27 03:26:07,638 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 127/156 +[2025-02-27 03:26:07,679 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 128/156 +[2025-02-27 03:26:07,721 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 129/156 +[2025-02-27 03:26:07,763 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 130/156 +[2025-02-27 03:26:07,803 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 131/156 +[2025-02-27 03:26:07,845 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 132/156 +[2025-02-27 03:26:07,885 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 133/156 +[2025-02-27 03:26:07,940 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 134/156 +[2025-02-27 03:26:07,981 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 135/156 +[2025-02-27 03:26:08,021 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 136/156 +[2025-02-27 03:26:08,062 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 137/156 +[2025-02-27 03:26:08,104 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 138/156 +[2025-02-27 03:26:08,144 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 139/156 +[2025-02-27 03:26:08,185 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 140/156 +[2025-02-27 03:26:08,225 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 141/156 +[2025-02-27 03:26:08,269 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 142/156 +[2025-02-27 03:26:08,309 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 143/156 +[2025-02-27 03:26:08,348 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 144/156 +[2025-02-27 03:26:08,386 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 145/156 +[2025-02-27 03:26:08,425 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 146/156 +[2025-02-27 03:26:08,463 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 147/156 +[2025-02-27 03:26:08,503 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 148/156 +[2025-02-27 03:26:08,542 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 149/156 +[2025-02-27 03:26:08,583 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 150/156 +[2025-02-27 03:26:08,640 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 151/156 +[2025-02-27 03:26:08,679 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 152/156 +[2025-02-27 03:26:08,718 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 153/156 +[2025-02-27 03:26:08,757 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 154/156 +[2025-02-27 03:26:08,796 INFO test.py line 201 943558] Test: 19/78-scene0629_00, Batch: 155/156 +[2025-02-27 03:26:09,123 INFO test.py line 289 943558] Test: scene0629_00 [19/78]-255083 Batch 7.035 (5.179) Accuracy 0.8504 (0.7996) mIoU 0.3656 (0.7223) +[2025-02-27 03:26:09,167 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 0/125 +[2025-02-27 03:26:09,205 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 1/125 +[2025-02-27 03:26:09,244 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 2/125 +[2025-02-27 03:26:09,331 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 3/125 +[2025-02-27 03:26:09,394 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 4/125 +[2025-02-27 03:26:09,449 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 5/125 +[2025-02-27 03:26:09,475 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 6/125 +[2025-02-27 03:26:09,501 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 7/125 +[2025-02-27 03:26:09,529 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 8/125 +[2025-02-27 03:26:09,556 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 9/125 +[2025-02-27 03:26:09,583 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 10/125 +[2025-02-27 03:26:09,609 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 11/125 +[2025-02-27 03:26:09,638 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 12/125 +[2025-02-27 03:26:09,666 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 13/125 +[2025-02-27 03:26:09,694 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 14/125 +[2025-02-27 03:26:09,721 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 15/125 +[2025-02-27 03:26:09,749 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 16/125 +[2025-02-27 03:26:09,779 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 17/125 +[2025-02-27 03:26:09,807 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 18/125 +[2025-02-27 03:26:09,834 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 19/125 +[2025-02-27 03:26:09,862 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 20/125 +[2025-02-27 03:26:09,893 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 21/125 +[2025-02-27 03:26:09,920 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 22/125 +[2025-02-27 03:26:09,947 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 23/125 +[2025-02-27 03:26:09,976 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 24/125 +[2025-02-27 03:26:10,012 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 25/125 +[2025-02-27 03:26:10,048 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 26/125 +[2025-02-27 03:26:10,076 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 27/125 +[2025-02-27 03:26:10,106 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 28/125 +[2025-02-27 03:26:10,132 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 29/125 +[2025-02-27 03:26:10,159 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 30/125 +[2025-02-27 03:26:10,186 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 31/125 +[2025-02-27 03:26:10,215 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 32/125 +[2025-02-27 03:26:10,241 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 33/125 +[2025-02-27 03:26:10,268 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 34/125 +[2025-02-27 03:26:10,294 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 35/125 +[2025-02-27 03:26:10,320 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 36/125 +[2025-02-27 03:26:10,346 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 37/125 +[2025-02-27 03:26:10,372 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 38/125 +[2025-02-27 03:26:10,398 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 39/125 +[2025-02-27 03:26:10,425 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 40/125 +[2025-02-27 03:26:10,451 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 41/125 +[2025-02-27 03:26:10,477 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 42/125 +[2025-02-27 03:26:10,507 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 43/125 +[2025-02-27 03:26:10,534 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 44/125 +[2025-02-27 03:26:10,560 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 45/125 +[2025-02-27 03:26:10,586 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 46/125 +[2025-02-27 03:26:10,612 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 47/125 +[2025-02-27 03:26:10,638 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 48/125 +[2025-02-27 03:26:10,664 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 49/125 +[2025-02-27 03:26:10,690 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 50/125 +[2025-02-27 03:26:10,719 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 51/125 +[2025-02-27 03:26:10,746 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 52/125 +[2025-02-27 03:26:10,772 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 53/125 +[2025-02-27 03:26:10,798 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 54/125 +[2025-02-27 03:26:10,824 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 55/125 +[2025-02-27 03:26:10,851 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 56/125 +[2025-02-27 03:26:10,877 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 57/125 +[2025-02-27 03:26:10,903 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 58/125 +[2025-02-27 03:26:10,934 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 59/125 +[2025-02-27 03:26:10,960 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 60/125 +[2025-02-27 03:26:10,986 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 61/125 +[2025-02-27 03:26:11,012 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 62/125 +[2025-02-27 03:26:11,037 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 63/125 +[2025-02-27 03:26:11,065 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 64/125 +[2025-02-27 03:26:11,090 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 65/125 +[2025-02-27 03:26:11,116 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 66/125 +[2025-02-27 03:26:11,142 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 67/125 +[2025-02-27 03:26:11,171 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 68/125 +[2025-02-27 03:26:11,197 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 69/125 +[2025-02-27 03:26:11,222 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 70/125 +[2025-02-27 03:26:11,248 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 71/125 +[2025-02-27 03:26:11,273 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 72/125 +[2025-02-27 03:26:11,298 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 73/125 +[2025-02-27 03:26:11,322 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 74/125 +[2025-02-27 03:26:11,348 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 75/125 +[2025-02-27 03:26:11,374 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 76/125 +[2025-02-27 03:26:11,401 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 77/125 +[2025-02-27 03:26:11,426 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 78/125 +[2025-02-27 03:26:11,453 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 79/125 +[2025-02-27 03:26:11,479 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 80/125 +[2025-02-27 03:26:11,504 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 81/125 +[2025-02-27 03:26:11,529 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 82/125 +[2025-02-27 03:26:11,555 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 83/125 +[2025-02-27 03:26:11,583 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 84/125 +[2025-02-27 03:26:11,609 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 85/125 +[2025-02-27 03:26:11,630 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 86/125 +[2025-02-27 03:26:11,653 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 87/125 +[2025-02-27 03:26:11,674 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 88/125 +[2025-02-27 03:26:11,696 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 89/125 +[2025-02-27 03:26:11,717 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 90/125 +[2025-02-27 03:26:11,739 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 91/125 +[2025-02-27 03:26:11,762 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 92/125 +[2025-02-27 03:26:11,783 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 93/125 +[2025-02-27 03:26:11,805 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 94/125 +[2025-02-27 03:26:11,827 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 95/125 +[2025-02-27 03:26:11,850 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 96/125 +[2025-02-27 03:26:11,873 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 97/125 +[2025-02-27 03:26:11,895 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 98/125 +[2025-02-27 03:26:11,916 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 99/125 +[2025-02-27 03:26:11,944 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 100/125 +[2025-02-27 03:26:11,974 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 101/125 +[2025-02-27 03:26:11,996 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 102/125 +[2025-02-27 03:26:12,020 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 103/125 +[2025-02-27 03:26:12,040 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 104/125 +[2025-02-27 03:26:12,070 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 105/125 +[2025-02-27 03:26:12,091 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 106/125 +[2025-02-27 03:26:12,112 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-02-27 03:26:12,137 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-02-27 03:26:12,158 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-02-27 03:26:12,184 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-02-27 03:26:12,208 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-02-27 03:26:12,231 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-02-27 03:26:12,252 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-02-27 03:26:12,276 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-02-27 03:26:12,298 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-02-27 03:26:12,319 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-02-27 03:26:12,340 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-02-27 03:26:12,361 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-02-27 03:26:12,382 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-02-27 03:26:12,404 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-02-27 03:26:12,428 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-02-27 03:26:12,449 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-02-27 03:26:12,470 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-02-27 03:26:12,491 INFO test.py line 201 943558] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-02-27 03:26:12,576 INFO test.py line 289 943558] Test: scene0609_01 [20/78]-115550 Batch 3.452 (5.093) Accuracy 0.8409 (0.7923) mIoU 0.4845 (0.7052) +[2025-02-27 03:26:12,614 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-02-27 03:26:12,644 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-02-27 03:26:12,675 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-02-27 03:26:12,704 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-02-27 03:26:12,737 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-02-27 03:26:12,766 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-02-27 03:26:12,796 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-02-27 03:26:12,826 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-02-27 03:26:12,856 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-02-27 03:26:12,885 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-02-27 03:26:12,914 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-02-27 03:26:12,947 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 11/130 +[2025-02-27 03:26:12,977 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 12/130 +[2025-02-27 03:26:13,012 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 13/130 +[2025-02-27 03:26:13,047 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 14/130 +[2025-02-27 03:26:13,083 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 15/130 +[2025-02-27 03:26:13,116 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 16/130 +[2025-02-27 03:26:13,150 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 17/130 +[2025-02-27 03:26:13,183 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 18/130 +[2025-02-27 03:26:13,219 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 19/130 +[2025-02-27 03:26:13,256 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 20/130 +[2025-02-27 03:26:13,289 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 21/130 +[2025-02-27 03:26:13,322 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 22/130 +[2025-02-27 03:26:13,352 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 23/130 +[2025-02-27 03:26:13,382 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 24/130 +[2025-02-27 03:26:13,417 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 25/130 +[2025-02-27 03:26:13,447 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 26/130 +[2025-02-27 03:26:13,478 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 27/130 +[2025-02-27 03:26:13,508 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 28/130 +[2025-02-27 03:26:13,538 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 29/130 +[2025-02-27 03:26:13,569 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 30/130 +[2025-02-27 03:26:13,599 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 31/130 +[2025-02-27 03:26:13,627 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 32/130 +[2025-02-27 03:26:13,657 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 33/130 +[2025-02-27 03:26:13,696 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 34/130 +[2025-02-27 03:26:13,727 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 35/130 +[2025-02-27 03:26:13,764 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 36/130 +[2025-02-27 03:26:13,802 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 37/130 +[2025-02-27 03:26:13,831 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 38/130 +[2025-02-27 03:26:13,861 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 39/130 +[2025-02-27 03:26:13,898 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 40/130 +[2025-02-27 03:26:13,927 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 41/130 +[2025-02-27 03:26:13,956 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 42/130 +[2025-02-27 03:26:13,985 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 43/130 +[2025-02-27 03:26:14,013 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 44/130 +[2025-02-27 03:26:14,041 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 45/130 +[2025-02-27 03:26:14,069 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 46/130 +[2025-02-27 03:26:14,098 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 47/130 +[2025-02-27 03:26:14,127 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 48/130 +[2025-02-27 03:26:14,156 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 49/130 +[2025-02-27 03:26:14,185 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 50/130 +[2025-02-27 03:26:14,214 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 51/130 +[2025-02-27 03:26:14,243 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 52/130 +[2025-02-27 03:26:14,272 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 53/130 +[2025-02-27 03:26:14,305 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 54/130 +[2025-02-27 03:26:14,340 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 55/130 +[2025-02-27 03:26:14,372 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 56/130 +[2025-02-27 03:26:14,405 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 57/130 +[2025-02-27 03:26:14,446 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 58/130 +[2025-02-27 03:26:14,493 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 59/130 +[2025-02-27 03:26:14,534 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 60/130 +[2025-02-27 03:26:14,573 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 61/130 +[2025-02-27 03:26:14,612 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 62/130 +[2025-02-27 03:26:14,652 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 63/130 +[2025-02-27 03:26:14,688 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 64/130 +[2025-02-27 03:26:14,725 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 65/130 +[2025-02-27 03:26:14,760 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 66/130 +[2025-02-27 03:26:14,796 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 67/130 +[2025-02-27 03:26:14,829 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 68/130 +[2025-02-27 03:26:14,861 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 69/130 +[2025-02-27 03:26:14,909 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 70/130 +[2025-02-27 03:26:14,958 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 71/130 +[2025-02-27 03:26:14,996 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 72/130 +[2025-02-27 03:26:15,030 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 73/130 +[2025-02-27 03:26:15,061 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 74/130 +[2025-02-27 03:26:15,093 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 75/130 +[2025-02-27 03:26:15,125 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 76/130 +[2025-02-27 03:26:15,156 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 77/130 +[2025-02-27 03:26:15,188 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 78/130 +[2025-02-27 03:26:15,226 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 79/130 +[2025-02-27 03:26:15,257 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 80/130 +[2025-02-27 03:26:15,290 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 81/130 +[2025-02-27 03:26:15,322 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 82/130 +[2025-02-27 03:26:15,354 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 83/130 +[2025-02-27 03:26:15,390 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 84/130 +[2025-02-27 03:26:15,423 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 85/130 +[2025-02-27 03:26:15,457 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 86/130 +[2025-02-27 03:26:15,490 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 87/130 +[2025-02-27 03:26:15,523 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 88/130 +[2025-02-27 03:26:15,565 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 89/130 +[2025-02-27 03:26:15,600 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 90/130 +[2025-02-27 03:26:15,634 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 91/130 +[2025-02-27 03:26:15,671 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 92/130 +[2025-02-27 03:26:15,704 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 93/130 +[2025-02-27 03:26:15,737 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 94/130 +[2025-02-27 03:26:15,771 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 95/130 +[2025-02-27 03:26:15,804 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 96/130 +[2025-02-27 03:26:15,838 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 97/130 +[2025-02-27 03:26:15,873 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 98/130 +[2025-02-27 03:26:15,906 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 99/130 +[2025-02-27 03:26:15,948 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 100/130 +[2025-02-27 03:26:15,988 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 101/130 +[2025-02-27 03:26:16,022 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 102/130 +[2025-02-27 03:26:16,057 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 103/130 +[2025-02-27 03:26:16,092 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 104/130 +[2025-02-27 03:26:16,129 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 105/130 +[2025-02-27 03:26:16,173 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 106/130 +[2025-02-27 03:26:16,210 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 107/130 +[2025-02-27 03:26:16,249 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 108/130 +[2025-02-27 03:26:16,286 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 109/130 +[2025-02-27 03:26:16,320 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 110/130 +[2025-02-27 03:26:16,359 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 111/130 +[2025-02-27 03:26:16,393 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 112/130 +[2025-02-27 03:26:16,427 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 113/130 +[2025-02-27 03:26:16,464 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 114/130 +[2025-02-27 03:26:16,500 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 115/130 +[2025-02-27 03:26:16,539 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 116/130 +[2025-02-27 03:26:16,575 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 117/130 +[2025-02-27 03:26:16,610 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 118/130 +[2025-02-27 03:26:16,647 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 119/130 +[2025-02-27 03:26:16,683 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 120/130 +[2025-02-27 03:26:16,719 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 121/130 +[2025-02-27 03:26:16,754 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 122/130 +[2025-02-27 03:26:16,787 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 123/130 +[2025-02-27 03:26:16,821 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 124/130 +[2025-02-27 03:26:16,860 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-02-27 03:26:16,893 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-02-27 03:26:16,929 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-02-27 03:26:16,964 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-02-27 03:26:17,007 INFO test.py line 201 943558] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-02-27 03:26:17,250 INFO test.py line 289 943558] Test: scene0430_00 [21/78]-210249 Batch 4.674 (5.073) Accuracy 0.9593 (0.7943) mIoU 0.7667 (0.7076) +[2025-02-27 03:26:17,303 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-02-27 03:26:17,365 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 1/125 +[2025-02-27 03:26:17,426 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 2/125 +[2025-02-27 03:26:17,507 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 3/125 +[2025-02-27 03:26:17,585 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 4/125 +[2025-02-27 03:26:17,641 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 5/125 +[2025-02-27 03:26:17,681 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 6/125 +[2025-02-27 03:26:17,718 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 7/125 +[2025-02-27 03:26:17,753 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 8/125 +[2025-02-27 03:26:17,790 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 9/125 +[2025-02-27 03:26:17,847 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 10/125 +[2025-02-27 03:26:17,916 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 11/125 +[2025-02-27 03:26:17,965 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 12/125 +[2025-02-27 03:26:18,006 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 13/125 +[2025-02-27 03:26:18,045 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 14/125 +[2025-02-27 03:26:18,086 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 15/125 +[2025-02-27 03:26:18,126 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 16/125 +[2025-02-27 03:26:18,163 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 17/125 +[2025-02-27 03:26:18,198 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 18/125 +[2025-02-27 03:26:18,234 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 19/125 +[2025-02-27 03:26:18,271 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 20/125 +[2025-02-27 03:26:18,308 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 21/125 +[2025-02-27 03:26:18,345 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 22/125 +[2025-02-27 03:26:18,385 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 23/125 +[2025-02-27 03:26:18,424 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 24/125 +[2025-02-27 03:26:18,462 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 25/125 +[2025-02-27 03:26:18,502 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 26/125 +[2025-02-27 03:26:18,542 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 27/125 +[2025-02-27 03:26:18,580 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 28/125 +[2025-02-27 03:26:18,618 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 29/125 +[2025-02-27 03:26:18,656 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 30/125 +[2025-02-27 03:26:18,694 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 31/125 +[2025-02-27 03:26:18,734 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 32/125 +[2025-02-27 03:26:18,771 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 33/125 +[2025-02-27 03:26:18,807 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 34/125 +[2025-02-27 03:26:18,845 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 35/125 +[2025-02-27 03:26:18,883 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 36/125 +[2025-02-27 03:26:18,922 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 37/125 +[2025-02-27 03:26:18,960 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 38/125 +[2025-02-27 03:26:18,997 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 39/125 +[2025-02-27 03:26:19,034 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 40/125 +[2025-02-27 03:26:19,072 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 41/125 +[2025-02-27 03:26:19,110 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 42/125 +[2025-02-27 03:26:19,147 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 43/125 +[2025-02-27 03:26:19,183 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 44/125 +[2025-02-27 03:26:19,237 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 45/125 +[2025-02-27 03:26:19,278 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 46/125 +[2025-02-27 03:26:19,317 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 47/125 +[2025-02-27 03:26:19,363 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 48/125 +[2025-02-27 03:26:19,410 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 49/125 +[2025-02-27 03:26:19,462 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 50/125 +[2025-02-27 03:26:19,661 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 51/125 +[2025-02-27 03:26:19,713 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 52/125 +[2025-02-27 03:26:19,762 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 53/125 +[2025-02-27 03:26:19,812 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 54/125 +[2025-02-27 03:26:19,860 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 55/125 +[2025-02-27 03:26:19,904 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 56/125 +[2025-02-27 03:26:19,942 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 57/125 +[2025-02-27 03:26:19,983 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 58/125 +[2025-02-27 03:26:20,020 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 59/125 +[2025-02-27 03:26:20,057 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 60/125 +[2025-02-27 03:26:20,091 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 61/125 +[2025-02-27 03:26:20,127 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 62/125 +[2025-02-27 03:26:20,164 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 63/125 +[2025-02-27 03:26:20,200 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 64/125 +[2025-02-27 03:26:20,246 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 65/125 +[2025-02-27 03:26:20,284 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 66/125 +[2025-02-27 03:26:20,322 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 67/125 +[2025-02-27 03:26:20,360 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 68/125 +[2025-02-27 03:26:20,397 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 69/125 +[2025-02-27 03:26:20,434 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 70/125 +[2025-02-27 03:26:20,471 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 71/125 +[2025-02-27 03:26:20,509 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 72/125 +[2025-02-27 03:26:20,543 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 73/125 +[2025-02-27 03:26:20,578 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 74/125 +[2025-02-27 03:26:20,614 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 75/125 +[2025-02-27 03:26:20,651 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 76/125 +[2025-02-27 03:26:20,692 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 77/125 +[2025-02-27 03:26:20,728 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 78/125 +[2025-02-27 03:26:20,766 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 79/125 +[2025-02-27 03:26:20,807 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 80/125 +[2025-02-27 03:26:20,848 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 81/125 +[2025-02-27 03:26:20,891 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 82/125 +[2025-02-27 03:26:20,932 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 83/125 +[2025-02-27 03:26:20,973 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 84/125 +[2025-02-27 03:26:21,014 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 85/125 +[2025-02-27 03:26:21,055 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 86/125 +[2025-02-27 03:26:21,094 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 87/125 +[2025-02-27 03:26:21,131 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 88/125 +[2025-02-27 03:26:21,170 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 89/125 +[2025-02-27 03:26:21,208 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 90/125 +[2025-02-27 03:26:21,248 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 91/125 +[2025-02-27 03:26:21,288 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 92/125 +[2025-02-27 03:26:21,339 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 93/125 +[2025-02-27 03:26:21,385 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 94/125 +[2025-02-27 03:26:21,426 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 95/125 +[2025-02-27 03:26:21,467 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 96/125 +[2025-02-27 03:26:21,509 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 97/125 +[2025-02-27 03:26:21,547 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 98/125 +[2025-02-27 03:26:21,586 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 99/125 +[2025-02-27 03:26:21,623 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 100/125 +[2025-02-27 03:26:21,662 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 101/125 +[2025-02-27 03:26:21,700 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 102/125 +[2025-02-27 03:26:21,740 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 103/125 +[2025-02-27 03:26:21,780 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 104/125 +[2025-02-27 03:26:21,826 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 105/125 +[2025-02-27 03:26:21,868 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 106/125 +[2025-02-27 03:26:21,910 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 107/125 +[2025-02-27 03:26:21,952 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 108/125 +[2025-02-27 03:26:21,992 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 109/125 +[2025-02-27 03:26:22,033 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 110/125 +[2025-02-27 03:26:22,070 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 111/125 +[2025-02-27 03:26:22,108 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 112/125 +[2025-02-27 03:26:22,146 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 113/125 +[2025-02-27 03:26:22,187 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 114/125 +[2025-02-27 03:26:22,227 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 115/125 +[2025-02-27 03:26:22,266 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 116/125 +[2025-02-27 03:26:22,306 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 117/125 +[2025-02-27 03:26:22,348 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 118/125 +[2025-02-27 03:26:22,388 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 119/125 +[2025-02-27 03:26:22,426 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 120/125 +[2025-02-27 03:26:22,464 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 121/125 +[2025-02-27 03:26:22,502 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 122/125 +[2025-02-27 03:26:22,540 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 123/125 +[2025-02-27 03:26:22,576 INFO test.py line 201 943558] Test: 22/78-scene0608_02, Batch: 124/125 +[2025-02-27 03:26:22,826 INFO test.py line 289 943558] Test: scene0608_02 [22/78]-235030 Batch 5.575 (5.095) Accuracy 0.8397 (0.7896) mIoU 0.4664 (0.7089) +[2025-02-27 03:26:22,861 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 0/125 +[2025-02-27 03:26:22,889 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 1/125 +[2025-02-27 03:26:22,918 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 2/125 +[2025-02-27 03:26:22,946 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 3/125 +[2025-02-27 03:26:22,977 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 4/125 +[2025-02-27 03:26:23,003 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 5/125 +[2025-02-27 03:26:23,028 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 6/125 +[2025-02-27 03:26:23,053 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 7/125 +[2025-02-27 03:26:23,080 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 8/125 +[2025-02-27 03:26:23,128 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 9/125 +[2025-02-27 03:26:23,155 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 10/125 +[2025-02-27 03:26:23,183 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 11/125 +[2025-02-27 03:26:23,211 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 12/125 +[2025-02-27 03:26:23,239 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 13/125 +[2025-02-27 03:26:23,268 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 14/125 +[2025-02-27 03:26:23,297 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 15/125 +[2025-02-27 03:26:23,325 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 16/125 +[2025-02-27 03:26:23,354 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 17/125 +[2025-02-27 03:26:23,383 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 18/125 +[2025-02-27 03:26:23,411 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 19/125 +[2025-02-27 03:26:23,440 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 20/125 +[2025-02-27 03:26:23,469 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 21/125 +[2025-02-27 03:26:23,495 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 22/125 +[2025-02-27 03:26:23,521 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 23/125 +[2025-02-27 03:26:23,547 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 24/125 +[2025-02-27 03:26:23,573 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 25/125 +[2025-02-27 03:26:23,599 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 26/125 +[2025-02-27 03:26:23,624 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 27/125 +[2025-02-27 03:26:23,652 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 28/125 +[2025-02-27 03:26:23,680 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 29/125 +[2025-02-27 03:26:23,707 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 30/125 +[2025-02-27 03:26:23,734 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 31/125 +[2025-02-27 03:26:23,764 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 32/125 +[2025-02-27 03:26:23,794 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 33/125 +[2025-02-27 03:26:23,822 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 34/125 +[2025-02-27 03:26:23,849 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 35/125 +[2025-02-27 03:26:23,877 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 36/125 +[2025-02-27 03:26:23,904 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 37/125 +[2025-02-27 03:26:23,931 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 38/125 +[2025-02-27 03:26:23,959 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 39/125 +[2025-02-27 03:26:23,988 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 40/125 +[2025-02-27 03:26:24,025 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 41/125 +[2025-02-27 03:26:24,053 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 42/125 +[2025-02-27 03:26:24,081 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 43/125 +[2025-02-27 03:26:24,110 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 44/125 +[2025-02-27 03:26:24,140 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 45/125 +[2025-02-27 03:26:24,167 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 46/125 +[2025-02-27 03:26:24,193 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 47/125 +[2025-02-27 03:26:24,220 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 48/125 +[2025-02-27 03:26:24,246 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 49/125 +[2025-02-27 03:26:24,279 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 50/125 +[2025-02-27 03:26:24,311 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 51/125 +[2025-02-27 03:26:24,342 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 52/125 +[2025-02-27 03:26:24,374 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 53/125 +[2025-02-27 03:26:24,407 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 54/125 +[2025-02-27 03:26:24,443 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 55/125 +[2025-02-27 03:26:24,477 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 56/125 +[2025-02-27 03:26:24,523 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 57/125 +[2025-02-27 03:26:24,569 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 58/125 +[2025-02-27 03:26:24,602 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 59/125 +[2025-02-27 03:26:24,633 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 60/125 +[2025-02-27 03:26:24,662 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 61/125 +[2025-02-27 03:26:24,692 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 62/125 +[2025-02-27 03:26:24,722 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 63/125 +[2025-02-27 03:26:24,764 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 64/125 +[2025-02-27 03:26:24,814 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 65/125 +[2025-02-27 03:26:24,842 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 66/125 +[2025-02-27 03:26:24,870 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 67/125 +[2025-02-27 03:26:24,895 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 68/125 +[2025-02-27 03:26:24,921 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 69/125 +[2025-02-27 03:26:24,947 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 70/125 +[2025-02-27 03:26:24,974 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 71/125 +[2025-02-27 03:26:25,003 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 72/125 +[2025-02-27 03:26:25,029 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 73/125 +[2025-02-27 03:26:25,055 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 74/125 +[2025-02-27 03:26:25,081 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 75/125 +[2025-02-27 03:26:25,107 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 76/125 +[2025-02-27 03:26:25,134 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 77/125 +[2025-02-27 03:26:25,160 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 78/125 +[2025-02-27 03:26:25,187 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 79/125 +[2025-02-27 03:26:25,213 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 80/125 +[2025-02-27 03:26:25,248 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 81/125 +[2025-02-27 03:26:25,275 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 82/125 +[2025-02-27 03:26:25,300 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 83/125 +[2025-02-27 03:26:25,327 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 84/125 +[2025-02-27 03:26:25,353 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 85/125 +[2025-02-27 03:26:25,380 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 86/125 +[2025-02-27 03:26:25,405 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 87/125 +[2025-02-27 03:26:25,445 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 88/125 +[2025-02-27 03:26:25,475 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 89/125 +[2025-02-27 03:26:25,503 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 90/125 +[2025-02-27 03:26:25,530 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 91/125 +[2025-02-27 03:26:25,557 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 92/125 +[2025-02-27 03:26:25,583 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 93/125 +[2025-02-27 03:26:25,609 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 94/125 +[2025-02-27 03:26:25,635 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 95/125 +[2025-02-27 03:26:25,663 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 96/125 +[2025-02-27 03:26:25,690 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 97/125 +[2025-02-27 03:26:25,717 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 98/125 +[2025-02-27 03:26:25,743 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 99/125 +[2025-02-27 03:26:25,771 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 100/125 +[2025-02-27 03:26:25,798 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 101/125 +[2025-02-27 03:26:25,825 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 102/125 +[2025-02-27 03:26:25,851 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 103/125 +[2025-02-27 03:26:25,877 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 104/125 +[2025-02-27 03:26:25,906 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 105/125 +[2025-02-27 03:26:25,932 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 106/125 +[2025-02-27 03:26:25,959 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 107/125 +[2025-02-27 03:26:25,986 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 108/125 +[2025-02-27 03:26:26,014 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 109/125 +[2025-02-27 03:26:26,040 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 110/125 +[2025-02-27 03:26:26,067 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 111/125 +[2025-02-27 03:26:26,102 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 112/125 +[2025-02-27 03:26:26,132 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 113/125 +[2025-02-27 03:26:26,163 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 114/125 +[2025-02-27 03:26:26,193 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 115/125 +[2025-02-27 03:26:26,219 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 116/125 +[2025-02-27 03:26:26,245 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 117/125 +[2025-02-27 03:26:26,282 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 118/125 +[2025-02-27 03:26:26,315 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 119/125 +[2025-02-27 03:26:26,428 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 120/125 +[2025-02-27 03:26:26,527 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 121/125 +[2025-02-27 03:26:26,655 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 122/125 +[2025-02-27 03:26:26,786 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 123/125 +[2025-02-27 03:26:26,906 INFO test.py line 201 943558] Test: 23/78-scene0144_01, Batch: 124/125 +[2025-02-27 03:26:27,184 INFO test.py line 289 943558] Test: scene0144_01 [23/78]-116341 Batch 4.358 (5.063) Accuracy 0.8922 (0.7929) mIoU 0.4721 (0.7120) +[2025-02-27 03:26:27,327 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-02-27 03:26:27,444 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-02-27 03:26:27,571 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-02-27 03:26:27,671 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 3/145 +[2025-02-27 03:26:27,771 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 4/145 +[2025-02-27 03:26:27,890 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 5/145 +[2025-02-27 03:26:27,999 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 6/145 +[2025-02-27 03:26:28,174 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 7/145 +[2025-02-27 03:26:28,322 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 8/145 +[2025-02-27 03:26:28,452 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 9/145 +[2025-02-27 03:26:28,560 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 10/145 +[2025-02-27 03:26:28,712 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 11/145 +[2025-02-27 03:26:28,861 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 12/145 +[2025-02-27 03:26:29,021 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 13/145 +[2025-02-27 03:26:29,152 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 14/145 +[2025-02-27 03:26:29,265 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 15/145 +[2025-02-27 03:26:29,390 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 16/145 +[2025-02-27 03:26:29,498 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 17/145 +[2025-02-27 03:26:29,613 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 18/145 +[2025-02-27 03:26:29,709 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 19/145 +[2025-02-27 03:26:29,821 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 20/145 +[2025-02-27 03:26:29,915 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 21/145 +[2025-02-27 03:26:30,005 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 22/145 +[2025-02-27 03:26:30,086 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 23/145 +[2025-02-27 03:26:30,186 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 24/145 +[2025-02-27 03:26:30,275 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 25/145 +[2025-02-27 03:26:30,383 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 26/145 +[2025-02-27 03:26:30,463 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 27/145 +[2025-02-27 03:26:30,550 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 28/145 +[2025-02-27 03:26:30,639 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 29/145 +[2025-02-27 03:26:30,719 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 30/145 +[2025-02-27 03:26:30,819 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 31/145 +[2025-02-27 03:26:30,938 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 32/145 +[2025-02-27 03:26:31,045 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 33/145 +[2025-02-27 03:26:31,142 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 34/145 +[2025-02-27 03:26:31,236 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 35/145 +[2025-02-27 03:26:31,299 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 36/145 +[2025-02-27 03:26:31,380 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 37/145 +[2025-02-27 03:26:31,458 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 38/145 +[2025-02-27 03:26:31,538 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 39/145 +[2025-02-27 03:26:31,637 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 40/145 +[2025-02-27 03:26:31,736 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 41/145 +[2025-02-27 03:26:31,857 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 42/145 +[2025-02-27 03:26:32,014 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 43/145 +[2025-02-27 03:26:32,185 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 44/145 +[2025-02-27 03:26:32,321 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 45/145 +[2025-02-27 03:26:32,450 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 46/145 +[2025-02-27 03:26:32,560 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 47/145 +[2025-02-27 03:26:32,680 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 48/145 +[2025-02-27 03:26:32,799 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 49/145 +[2025-02-27 03:26:32,913 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 50/145 +[2025-02-27 03:26:33,057 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 51/145 +[2025-02-27 03:26:33,165 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 52/145 +[2025-02-27 03:26:33,296 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 53/145 +[2025-02-27 03:26:33,391 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 54/145 +[2025-02-27 03:26:33,476 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 55/145 +[2025-02-27 03:26:33,559 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 56/145 +[2025-02-27 03:26:33,655 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 57/145 +[2025-02-27 03:26:33,741 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 58/145 +[2025-02-27 03:26:33,845 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 59/145 +[2025-02-27 03:26:33,923 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 60/145 +[2025-02-27 03:26:33,992 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 61/145 +[2025-02-27 03:26:34,115 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 62/145 +[2025-02-27 03:26:34,207 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 63/145 +[2025-02-27 03:26:34,310 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 64/145 +[2025-02-27 03:26:34,393 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 65/145 +[2025-02-27 03:26:34,472 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 66/145 +[2025-02-27 03:26:34,572 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 67/145 +[2025-02-27 03:26:34,653 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 68/145 +[2025-02-27 03:26:34,741 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 69/145 +[2025-02-27 03:26:34,809 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 70/145 +[2025-02-27 03:26:34,896 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 71/145 +[2025-02-27 03:26:34,978 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 72/145 +[2025-02-27 03:26:35,083 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 73/145 +[2025-02-27 03:26:35,190 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 74/145 +[2025-02-27 03:26:35,295 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 75/145 +[2025-02-27 03:26:35,379 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 76/145 +[2025-02-27 03:26:35,460 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 77/145 +[2025-02-27 03:26:35,563 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 78/145 +[2025-02-27 03:26:35,687 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 79/145 +[2025-02-27 03:26:35,757 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 80/145 +[2025-02-27 03:26:35,845 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 81/145 +[2025-02-27 03:26:35,934 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 82/145 +[2025-02-27 03:26:36,024 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 83/145 +[2025-02-27 03:26:36,124 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 84/145 +[2025-02-27 03:26:36,211 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 85/145 +[2025-02-27 03:26:36,303 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 86/145 +[2025-02-27 03:26:36,377 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 87/145 +[2025-02-27 03:26:36,449 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 88/145 +[2025-02-27 03:26:36,537 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 89/145 +[2025-02-27 03:26:36,633 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 90/145 +[2025-02-27 03:26:36,720 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 91/145 +[2025-02-27 03:26:36,804 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 92/145 +[2025-02-27 03:26:36,891 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 93/145 +[2025-02-27 03:26:36,968 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 94/145 +[2025-02-27 03:26:37,040 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 95/145 +[2025-02-27 03:26:37,113 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 96/145 +[2025-02-27 03:26:37,212 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 97/145 +[2025-02-27 03:26:37,277 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 98/145 +[2025-02-27 03:26:37,369 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 99/145 +[2025-02-27 03:26:37,453 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 100/145 +[2025-02-27 03:26:37,529 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 101/145 +[2025-02-27 03:26:37,643 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 102/145 +[2025-02-27 03:26:37,763 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 103/145 +[2025-02-27 03:26:37,869 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 104/145 +[2025-02-27 03:26:37,948 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 105/145 +[2025-02-27 03:26:38,029 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 106/145 +[2025-02-27 03:26:38,118 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 107/145 +[2025-02-27 03:26:38,184 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 108/145 +[2025-02-27 03:26:38,259 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 109/145 +[2025-02-27 03:26:38,328 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 110/145 +[2025-02-27 03:26:38,405 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 111/145 +[2025-02-27 03:26:38,486 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 112/145 +[2025-02-27 03:26:38,561 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 113/145 +[2025-02-27 03:26:38,635 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 114/145 +[2025-02-27 03:26:38,726 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 115/145 +[2025-02-27 03:26:38,828 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 116/145 +[2025-02-27 03:26:38,927 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 117/145 +[2025-02-27 03:26:39,022 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 118/145 +[2025-02-27 03:26:39,119 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 119/145 +[2025-02-27 03:26:39,220 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 120/145 +[2025-02-27 03:26:39,336 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 121/145 +[2025-02-27 03:26:39,434 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 122/145 +[2025-02-27 03:26:39,524 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 123/145 +[2025-02-27 03:26:39,611 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 124/145 +[2025-02-27 03:26:39,703 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 125/145 +[2025-02-27 03:26:39,799 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 126/145 +[2025-02-27 03:26:39,876 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 127/145 +[2025-02-27 03:26:39,930 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 128/145 +[2025-02-27 03:26:39,995 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 129/145 +[2025-02-27 03:26:40,088 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 130/145 +[2025-02-27 03:26:40,172 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 131/145 +[2025-02-27 03:26:40,287 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 132/145 +[2025-02-27 03:26:40,398 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 133/145 +[2025-02-27 03:26:40,503 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 134/145 +[2025-02-27 03:26:40,594 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 135/145 +[2025-02-27 03:26:40,693 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 136/145 +[2025-02-27 03:26:40,785 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 137/145 +[2025-02-27 03:26:40,857 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 138/145 +[2025-02-27 03:26:40,939 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 139/145 +[2025-02-27 03:26:41,021 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 140/145 +[2025-02-27 03:26:41,120 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 141/145 +[2025-02-27 03:26:41,201 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 142/145 +[2025-02-27 03:26:41,272 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 143/145 +[2025-02-27 03:26:41,327 INFO test.py line 201 943558] Test: 24/78-scene0382_00, Batch: 144/145 +[2025-02-27 03:26:41,478 INFO test.py line 289 943558] Test: scene0382_00 [24/78]-100285 Batch 14.290 (5.448) Accuracy 0.8940 (0.7930) mIoU 0.4570 (0.7119) +[2025-02-27 03:26:41,603 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-02-27 03:26:41,729 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-02-27 03:26:41,834 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-02-27 03:26:41,946 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-02-27 03:26:42,003 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-02-27 03:26:42,079 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-02-27 03:26:42,152 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 6/121 +[2025-02-27 03:26:42,236 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 7/121 +[2025-02-27 03:26:42,324 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 8/121 +[2025-02-27 03:26:42,418 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 9/121 +[2025-02-27 03:26:42,502 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 10/121 +[2025-02-27 03:26:42,575 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 11/121 +[2025-02-27 03:26:42,625 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 12/121 +[2025-02-27 03:26:42,698 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 13/121 +[2025-02-27 03:26:42,760 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 14/121 +[2025-02-27 03:26:42,876 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 15/121 +[2025-02-27 03:26:42,977 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 16/121 +[2025-02-27 03:26:43,071 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 17/121 +[2025-02-27 03:26:43,113 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 18/121 +[2025-02-27 03:26:43,185 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 19/121 +[2025-02-27 03:26:43,238 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 20/121 +[2025-02-27 03:26:43,344 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 21/121 +[2025-02-27 03:26:43,424 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 22/121 +[2025-02-27 03:26:43,489 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 23/121 +[2025-02-27 03:26:43,552 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 24/121 +[2025-02-27 03:26:43,655 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 25/121 +[2025-02-27 03:26:43,730 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 26/121 +[2025-02-27 03:26:43,837 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 27/121 +[2025-02-27 03:26:43,917 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 28/121 +[2025-02-27 03:26:44,000 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 29/121 +[2025-02-27 03:26:44,075 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 30/121 +[2025-02-27 03:26:44,125 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 31/121 +[2025-02-27 03:26:44,149 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 32/121 +[2025-02-27 03:26:44,206 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 33/121 +[2025-02-27 03:26:44,235 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 34/121 +[2025-02-27 03:26:44,257 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 35/121 +[2025-02-27 03:26:44,314 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 36/121 +[2025-02-27 03:26:44,338 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 37/121 +[2025-02-27 03:26:44,396 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 38/121 +[2025-02-27 03:26:44,424 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 39/121 +[2025-02-27 03:26:44,444 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 40/121 +[2025-02-27 03:26:44,463 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 41/121 +[2025-02-27 03:26:44,487 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 42/121 +[2025-02-27 03:26:44,535 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 43/121 +[2025-02-27 03:26:44,556 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 44/121 +[2025-02-27 03:26:44,577 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 45/121 +[2025-02-27 03:26:44,596 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 46/121 +[2025-02-27 03:26:44,620 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 47/121 +[2025-02-27 03:26:44,639 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 48/121 +[2025-02-27 03:26:44,660 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 49/121 +[2025-02-27 03:26:44,678 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 50/121 +[2025-02-27 03:26:44,712 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 51/121 +[2025-02-27 03:26:44,730 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 52/121 +[2025-02-27 03:26:44,748 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 53/121 +[2025-02-27 03:26:44,768 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 54/121 +[2025-02-27 03:26:44,788 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 55/121 +[2025-02-27 03:26:44,806 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 56/121 +[2025-02-27 03:26:44,826 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 57/121 +[2025-02-27 03:26:44,873 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 58/121 +[2025-02-27 03:26:44,898 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 59/121 +[2025-02-27 03:26:44,917 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 60/121 +[2025-02-27 03:26:44,942 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 61/121 +[2025-02-27 03:26:44,970 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 62/121 +[2025-02-27 03:26:45,018 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 63/121 +[2025-02-27 03:26:45,041 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 64/121 +[2025-02-27 03:26:45,063 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 65/121 +[2025-02-27 03:26:45,096 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 66/121 +[2025-02-27 03:26:45,120 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 67/121 +[2025-02-27 03:26:45,164 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 68/121 +[2025-02-27 03:26:45,187 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 69/121 +[2025-02-27 03:26:45,210 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 70/121 +[2025-02-27 03:26:45,231 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 71/121 +[2025-02-27 03:26:45,251 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 72/121 +[2025-02-27 03:26:45,283 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 73/121 +[2025-02-27 03:26:45,304 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 74/121 +[2025-02-27 03:26:45,326 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 75/121 +[2025-02-27 03:26:45,346 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 76/121 +[2025-02-27 03:26:45,365 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 77/121 +[2025-02-27 03:26:45,385 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 78/121 +[2025-02-27 03:26:45,406 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 79/121 +[2025-02-27 03:26:45,427 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 80/121 +[2025-02-27 03:26:45,447 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 81/121 +[2025-02-27 03:26:45,474 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 82/121 +[2025-02-27 03:26:45,503 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 83/121 +[2025-02-27 03:26:45,523 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 84/121 +[2025-02-27 03:26:45,544 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 85/121 +[2025-02-27 03:26:45,565 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 86/121 +[2025-02-27 03:26:45,586 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 87/121 +[2025-02-27 03:26:45,606 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 88/121 +[2025-02-27 03:26:45,626 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 89/121 +[2025-02-27 03:26:45,646 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 90/121 +[2025-02-27 03:26:45,666 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 91/121 +[2025-02-27 03:26:45,685 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 92/121 +[2025-02-27 03:26:45,705 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 93/121 +[2025-02-27 03:26:45,725 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 94/121 +[2025-02-27 03:26:45,746 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 95/121 +[2025-02-27 03:26:45,766 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 96/121 +[2025-02-27 03:26:45,786 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 97/121 +[2025-02-27 03:26:45,807 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 98/121 +[2025-02-27 03:26:45,827 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 99/121 +[2025-02-27 03:26:45,849 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 100/121 +[2025-02-27 03:26:45,871 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 101/121 +[2025-02-27 03:26:45,892 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 102/121 +[2025-02-27 03:26:45,913 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 103/121 +[2025-02-27 03:26:45,935 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 104/121 +[2025-02-27 03:26:45,956 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 105/121 +[2025-02-27 03:26:45,978 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 106/121 +[2025-02-27 03:26:45,999 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 107/121 +[2025-02-27 03:26:46,021 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 108/121 +[2025-02-27 03:26:46,046 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 109/121 +[2025-02-27 03:26:46,069 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 110/121 +[2025-02-27 03:26:46,090 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 111/121 +[2025-02-27 03:26:46,111 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 112/121 +[2025-02-27 03:26:46,130 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 113/121 +[2025-02-27 03:26:46,150 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 114/121 +[2025-02-27 03:26:46,170 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 115/121 +[2025-02-27 03:26:46,191 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 116/121 +[2025-02-27 03:26:46,212 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 117/121 +[2025-02-27 03:26:46,232 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 118/121 +[2025-02-27 03:26:46,256 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 119/121 +[2025-02-27 03:26:46,278 INFO test.py line 201 943558] Test: 25/78-scene0077_00, Batch: 120/121 +[2025-02-27 03:26:46,356 INFO test.py line 289 943558] Test: scene0077_00 [25/78]-92807 Batch 4.877 (5.425) Accuracy 0.8621 (0.7911) mIoU 0.6638 (0.7116) +[2025-02-27 03:26:46,383 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 0/159 +[2025-02-27 03:26:46,404 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 1/159 +[2025-02-27 03:26:46,425 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 2/159 +[2025-02-27 03:26:46,447 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 3/159 +[2025-02-27 03:26:46,468 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 4/159 +[2025-02-27 03:26:46,490 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 5/159 +[2025-02-27 03:26:46,511 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 6/159 +[2025-02-27 03:26:46,534 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 7/159 +[2025-02-27 03:26:46,577 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 8/159 +[2025-02-27 03:26:46,599 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 9/159 +[2025-02-27 03:26:46,620 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 10/159 +[2025-02-27 03:26:46,642 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 11/159 +[2025-02-27 03:26:46,663 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 12/159 +[2025-02-27 03:26:46,685 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 13/159 +[2025-02-27 03:26:46,708 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 14/159 +[2025-02-27 03:26:46,729 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 15/159 +[2025-02-27 03:26:46,750 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 16/159 +[2025-02-27 03:26:46,774 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 17/159 +[2025-02-27 03:26:46,797 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 18/159 +[2025-02-27 03:26:46,819 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 19/159 +[2025-02-27 03:26:46,841 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 20/159 +[2025-02-27 03:26:46,862 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 21/159 +[2025-02-27 03:26:46,883 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 22/159 +[2025-02-27 03:26:46,905 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 23/159 +[2025-02-27 03:26:46,928 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 24/159 +[2025-02-27 03:26:46,949 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 25/159 +[2025-02-27 03:26:46,971 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 26/159 +[2025-02-27 03:26:46,992 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 27/159 +[2025-02-27 03:26:47,014 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 28/159 +[2025-02-27 03:26:47,036 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 29/159 +[2025-02-27 03:26:47,082 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 30/159 +[2025-02-27 03:26:47,103 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 31/159 +[2025-02-27 03:26:47,125 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 32/159 +[2025-02-27 03:26:47,148 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 33/159 +[2025-02-27 03:26:47,169 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 34/159 +[2025-02-27 03:26:47,190 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 35/159 +[2025-02-27 03:26:47,214 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 36/159 +[2025-02-27 03:26:47,235 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 37/159 +[2025-02-27 03:26:47,256 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 38/159 +[2025-02-27 03:26:47,278 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 39/159 +[2025-02-27 03:26:47,316 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 40/159 +[2025-02-27 03:26:47,338 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 41/159 +[2025-02-27 03:26:47,360 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 42/159 +[2025-02-27 03:26:47,382 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 43/159 +[2025-02-27 03:26:47,403 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 44/159 +[2025-02-27 03:26:47,424 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 45/159 +[2025-02-27 03:26:47,450 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 46/159 +[2025-02-27 03:26:47,472 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 47/159 +[2025-02-27 03:26:47,493 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 48/159 +[2025-02-27 03:26:47,515 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 49/159 +[2025-02-27 03:26:47,534 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 50/159 +[2025-02-27 03:26:47,562 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 51/159 +[2025-02-27 03:26:47,591 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 52/159 +[2025-02-27 03:26:47,620 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 53/159 +[2025-02-27 03:26:47,648 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 54/159 +[2025-02-27 03:26:47,676 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 55/159 +[2025-02-27 03:26:47,701 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 56/159 +[2025-02-27 03:26:47,734 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 57/159 +[2025-02-27 03:26:47,758 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 58/159 +[2025-02-27 03:26:47,784 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 59/159 +[2025-02-27 03:26:47,815 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 60/159 +[2025-02-27 03:26:47,847 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 61/159 +[2025-02-27 03:26:47,871 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 62/159 +[2025-02-27 03:26:47,895 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 63/159 +[2025-02-27 03:26:47,921 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 64/159 +[2025-02-27 03:26:47,946 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 65/159 +[2025-02-27 03:26:47,970 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 66/159 +[2025-02-27 03:26:47,994 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 67/159 +[2025-02-27 03:26:48,019 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 68/159 +[2025-02-27 03:26:48,044 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 69/159 +[2025-02-27 03:26:48,069 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 70/159 +[2025-02-27 03:26:48,094 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 71/159 +[2025-02-27 03:26:48,119 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 72/159 +[2025-02-27 03:26:48,143 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 73/159 +[2025-02-27 03:26:48,169 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 74/159 +[2025-02-27 03:26:48,194 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 75/159 +[2025-02-27 03:26:48,218 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 76/159 +[2025-02-27 03:26:48,243 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 77/159 +[2025-02-27 03:26:48,268 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 78/159 +[2025-02-27 03:26:48,301 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 79/159 +[2025-02-27 03:26:48,329 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 80/159 +[2025-02-27 03:26:48,367 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 81/159 +[2025-02-27 03:26:48,397 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 82/159 +[2025-02-27 03:26:48,426 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 83/159 +[2025-02-27 03:26:48,461 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 84/159 +[2025-02-27 03:26:48,490 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 85/159 +[2025-02-27 03:26:48,521 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 86/159 +[2025-02-27 03:26:48,553 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 87/159 +[2025-02-27 03:26:48,585 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 88/159 +[2025-02-27 03:26:48,618 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 89/159 +[2025-02-27 03:26:48,651 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 90/159 +[2025-02-27 03:26:48,681 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 91/159 +[2025-02-27 03:26:48,713 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 92/159 +[2025-02-27 03:26:48,744 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 93/159 +[2025-02-27 03:26:48,773 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 94/159 +[2025-02-27 03:26:48,803 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 95/159 +[2025-02-27 03:26:48,831 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 96/159 +[2025-02-27 03:26:48,856 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 97/159 +[2025-02-27 03:26:48,882 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 98/159 +[2025-02-27 03:26:48,906 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 99/159 +[2025-02-27 03:26:48,930 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 100/159 +[2025-02-27 03:26:48,956 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 101/159 +[2025-02-27 03:26:49,043 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 102/159 +[2025-02-27 03:26:49,169 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 103/159 +[2025-02-27 03:26:49,295 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 104/159 +[2025-02-27 03:26:49,424 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 105/159 +[2025-02-27 03:26:49,558 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 106/159 +[2025-02-27 03:26:49,635 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 107/159 +[2025-02-27 03:26:49,729 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 108/159 +[2025-02-27 03:26:49,802 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 109/159 +[2025-02-27 03:26:49,885 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 110/159 +[2025-02-27 03:26:49,943 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 111/159 +[2025-02-27 03:26:50,033 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 112/159 +[2025-02-27 03:26:50,090 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 113/159 +[2025-02-27 03:26:50,161 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 114/159 +[2025-02-27 03:26:50,257 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 115/159 +[2025-02-27 03:26:50,314 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 116/159 +[2025-02-27 03:26:50,360 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 117/159 +[2025-02-27 03:26:50,426 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 118/159 +[2025-02-27 03:26:50,468 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 119/159 +[2025-02-27 03:26:50,510 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 120/159 +[2025-02-27 03:26:50,542 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 121/159 +[2025-02-27 03:26:50,599 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 122/159 +[2025-02-27 03:26:50,624 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 123/159 +[2025-02-27 03:26:50,656 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 124/159 +[2025-02-27 03:26:50,688 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 125/159 +[2025-02-27 03:26:50,718 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 126/159 +[2025-02-27 03:26:50,749 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 127/159 +[2025-02-27 03:26:50,804 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 128/159 +[2025-02-27 03:26:50,896 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 129/159 +[2025-02-27 03:26:51,034 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 130/159 +[2025-02-27 03:26:51,178 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 131/159 +[2025-02-27 03:26:51,298 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 132/159 +[2025-02-27 03:26:51,470 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 133/159 +[2025-02-27 03:26:51,648 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 134/159 +[2025-02-27 03:26:51,744 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 135/159 +[2025-02-27 03:26:51,933 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 136/159 +[2025-02-27 03:26:52,106 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 137/159 +[2025-02-27 03:26:52,238 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 138/159 +[2025-02-27 03:26:52,385 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 139/159 +[2025-02-27 03:26:52,510 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 140/159 +[2025-02-27 03:26:52,645 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 141/159 +[2025-02-27 03:26:52,767 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 142/159 +[2025-02-27 03:26:52,878 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 143/159 +[2025-02-27 03:26:52,985 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 144/159 +[2025-02-27 03:26:53,089 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 145/159 +[2025-02-27 03:26:53,207 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 146/159 +[2025-02-27 03:26:53,331 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 147/159 +[2025-02-27 03:26:53,495 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 148/159 +[2025-02-27 03:26:53,597 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 149/159 +[2025-02-27 03:26:53,747 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 150/159 +[2025-02-27 03:26:53,882 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 151/159 +[2025-02-27 03:26:54,043 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 152/159 +[2025-02-27 03:26:54,188 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 153/159 +[2025-02-27 03:26:54,334 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 154/159 +[2025-02-27 03:26:54,481 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 155/159 +[2025-02-27 03:26:54,609 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 156/159 +[2025-02-27 03:26:54,732 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 157/159 +[2025-02-27 03:26:54,838 INFO test.py line 201 943558] Test: 26/78-scene0084_00, Batch: 158/159 +[2025-02-27 03:26:55,078 INFO test.py line 289 943558] Test: scene0084_00 [26/78]-116845 Batch 8.722 (5.552) Accuracy 0.9253 (0.7854) mIoU 0.6255 (0.7049) +[2025-02-27 03:26:55,243 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 0/121 +[2025-02-27 03:26:55,384 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 1/121 +[2025-02-27 03:26:55,495 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 2/121 +[2025-02-27 03:26:55,613 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 3/121 +[2025-02-27 03:26:55,732 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 4/121 +[2025-02-27 03:26:55,875 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 5/121 +[2025-02-27 03:26:55,981 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 6/121 +[2025-02-27 03:26:56,108 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 7/121 +[2025-02-27 03:26:56,219 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 8/121 +[2025-02-27 03:26:56,350 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 9/121 +[2025-02-27 03:26:56,478 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 10/121 +[2025-02-27 03:26:56,616 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 11/121 +[2025-02-27 03:26:56,755 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 12/121 +[2025-02-27 03:26:56,844 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 13/121 +[2025-02-27 03:26:56,945 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 14/121 +[2025-02-27 03:26:57,053 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 15/121 +[2025-02-27 03:26:57,174 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 16/121 +[2025-02-27 03:26:57,336 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 17/121 +[2025-02-27 03:26:57,445 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 18/121 +[2025-02-27 03:26:57,606 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 19/121 +[2025-02-27 03:26:57,738 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 20/121 +[2025-02-27 03:26:57,868 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 21/121 +[2025-02-27 03:26:58,001 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 22/121 +[2025-02-27 03:26:58,115 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 23/121 +[2025-02-27 03:26:58,239 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 24/121 +[2025-02-27 03:26:58,344 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 25/121 +[2025-02-27 03:26:58,453 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 26/121 +[2025-02-27 03:26:58,522 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 27/121 +[2025-02-27 03:26:58,607 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 28/121 +[2025-02-27 03:26:58,684 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 29/121 +[2025-02-27 03:26:58,716 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 30/121 +[2025-02-27 03:26:58,802 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 31/121 +[2025-02-27 03:26:58,887 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 32/121 +[2025-02-27 03:26:58,950 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 33/121 +[2025-02-27 03:26:58,994 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 34/121 +[2025-02-27 03:26:59,032 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 35/121 +[2025-02-27 03:26:59,108 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 36/121 +[2025-02-27 03:26:59,148 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 37/121 +[2025-02-27 03:26:59,257 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 38/121 +[2025-02-27 03:26:59,352 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 39/121 +[2025-02-27 03:26:59,395 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 40/121 +[2025-02-27 03:26:59,435 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 41/121 +[2025-02-27 03:26:59,474 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 42/121 +[2025-02-27 03:26:59,513 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 43/121 +[2025-02-27 03:26:59,565 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 44/121 +[2025-02-27 03:26:59,653 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 45/121 +[2025-02-27 03:26:59,723 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 46/121 +[2025-02-27 03:26:59,757 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 47/121 +[2025-02-27 03:26:59,810 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 48/121 +[2025-02-27 03:26:59,841 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 49/121 +[2025-02-27 03:26:59,872 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 50/121 +[2025-02-27 03:26:59,903 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 51/121 +[2025-02-27 03:26:59,932 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 52/121 +[2025-02-27 03:26:59,964 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 53/121 +[2025-02-27 03:26:59,996 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 54/121 +[2025-02-27 03:27:00,026 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 55/121 +[2025-02-27 03:27:00,054 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 56/121 +[2025-02-27 03:27:00,103 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 57/121 +[2025-02-27 03:27:00,162 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 58/121 +[2025-02-27 03:27:00,190 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 59/121 +[2025-02-27 03:27:00,221 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 60/121 +[2025-02-27 03:27:00,254 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 61/121 +[2025-02-27 03:27:00,318 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 62/121 +[2025-02-27 03:27:00,349 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 63/121 +[2025-02-27 03:27:00,382 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 64/121 +[2025-02-27 03:27:00,425 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 65/121 +[2025-02-27 03:27:00,470 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 66/121 +[2025-02-27 03:27:00,508 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 67/121 +[2025-02-27 03:27:00,538 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 68/121 +[2025-02-27 03:27:00,569 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 69/121 +[2025-02-27 03:27:00,600 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 70/121 +[2025-02-27 03:27:00,629 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 71/121 +[2025-02-27 03:27:00,657 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 72/121 +[2025-02-27 03:27:00,693 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 73/121 +[2025-02-27 03:27:00,746 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 74/121 +[2025-02-27 03:27:00,778 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 75/121 +[2025-02-27 03:27:00,838 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 76/121 +[2025-02-27 03:27:00,871 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 77/121 +[2025-02-27 03:27:00,904 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 78/121 +[2025-02-27 03:27:00,958 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 79/121 +[2025-02-27 03:27:00,998 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 80/121 +[2025-02-27 03:27:01,038 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 81/121 +[2025-02-27 03:27:01,080 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 82/121 +[2025-02-27 03:27:01,119 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 83/121 +[2025-02-27 03:27:01,155 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 84/121 +[2025-02-27 03:27:01,197 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 85/121 +[2025-02-27 03:27:01,235 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 86/121 +[2025-02-27 03:27:01,275 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 87/121 +[2025-02-27 03:27:01,312 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 88/121 +[2025-02-27 03:27:01,351 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 89/121 +[2025-02-27 03:27:01,383 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 90/121 +[2025-02-27 03:27:01,425 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 91/121 +[2025-02-27 03:27:01,490 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 92/121 +[2025-02-27 03:27:01,533 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 93/121 +[2025-02-27 03:27:01,572 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 94/121 +[2025-02-27 03:27:01,610 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 95/121 +[2025-02-27 03:27:01,648 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 96/121 +[2025-02-27 03:27:01,685 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 97/121 +[2025-02-27 03:27:01,721 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 98/121 +[2025-02-27 03:27:01,753 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 99/121 +[2025-02-27 03:27:01,788 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 100/121 +[2025-02-27 03:27:01,818 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 101/121 +[2025-02-27 03:27:01,852 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 102/121 +[2025-02-27 03:27:01,889 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 103/121 +[2025-02-27 03:27:01,921 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 104/121 +[2025-02-27 03:27:01,952 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 105/121 +[2025-02-27 03:27:01,985 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 106/121 +[2025-02-27 03:27:02,016 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 107/121 +[2025-02-27 03:27:02,079 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 108/121 +[2025-02-27 03:27:02,111 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 109/121 +[2025-02-27 03:27:02,142 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 110/121 +[2025-02-27 03:27:02,174 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 111/121 +[2025-02-27 03:27:02,205 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 112/121 +[2025-02-27 03:27:02,238 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 113/121 +[2025-02-27 03:27:02,267 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 114/121 +[2025-02-27 03:27:02,297 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 115/121 +[2025-02-27 03:27:02,328 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 116/121 +[2025-02-27 03:27:02,360 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 117/121 +[2025-02-27 03:27:02,400 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 118/121 +[2025-02-27 03:27:02,453 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 119/121 +[2025-02-27 03:27:02,485 INFO test.py line 201 943558] Test: 27/78-scene0608_00, Batch: 120/121 +[2025-02-27 03:27:02,658 INFO test.py line 289 943558] Test: scene0608_00 [27/78]-186579 Batch 7.579 (5.627) Accuracy 0.8352 (0.7813) mIoU 0.4546 (0.7045) +[2025-02-27 03:27:02,689 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 0/134 +[2025-02-27 03:27:02,717 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 1/134 +[2025-02-27 03:27:02,742 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 2/134 +[2025-02-27 03:27:02,769 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 3/134 +[2025-02-27 03:27:02,795 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 4/134 +[2025-02-27 03:27:02,846 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 5/134 +[2025-02-27 03:27:02,872 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 6/134 +[2025-02-27 03:27:02,897 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 7/134 +[2025-02-27 03:27:02,924 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 8/134 +[2025-02-27 03:27:02,949 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 9/134 +[2025-02-27 03:27:02,977 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 10/134 +[2025-02-27 03:27:03,002 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 11/134 +[2025-02-27 03:27:03,027 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 12/134 +[2025-02-27 03:27:03,052 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 13/134 +[2025-02-27 03:27:03,080 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 14/134 +[2025-02-27 03:27:03,117 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 15/134 +[2025-02-27 03:27:03,142 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 16/134 +[2025-02-27 03:27:03,170 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 17/134 +[2025-02-27 03:27:03,198 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 18/134 +[2025-02-27 03:27:03,227 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 19/134 +[2025-02-27 03:27:03,253 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 20/134 +[2025-02-27 03:27:03,281 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 21/134 +[2025-02-27 03:27:03,310 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 22/134 +[2025-02-27 03:27:03,336 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 23/134 +[2025-02-27 03:27:03,362 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 24/134 +[2025-02-27 03:27:03,390 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 25/134 +[2025-02-27 03:27:03,417 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 26/134 +[2025-02-27 03:27:03,454 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 27/134 +[2025-02-27 03:27:03,481 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 28/134 +[2025-02-27 03:27:03,524 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 29/134 +[2025-02-27 03:27:03,550 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 30/134 +[2025-02-27 03:27:03,576 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 31/134 +[2025-02-27 03:27:03,602 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 32/134 +[2025-02-27 03:27:03,627 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 33/134 +[2025-02-27 03:27:03,655 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 34/134 +[2025-02-27 03:27:03,686 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 35/134 +[2025-02-27 03:27:03,742 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 36/134 +[2025-02-27 03:27:03,768 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 37/134 +[2025-02-27 03:27:03,793 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 38/134 +[2025-02-27 03:27:03,820 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 39/134 +[2025-02-27 03:27:03,844 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 40/134 +[2025-02-27 03:27:03,869 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 41/134 +[2025-02-27 03:27:03,924 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 42/134 +[2025-02-27 03:27:03,948 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 43/134 +[2025-02-27 03:27:03,977 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 44/134 +[2025-02-27 03:27:04,003 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 45/134 +[2025-02-27 03:27:04,029 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 46/134 +[2025-02-27 03:27:04,055 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 47/134 +[2025-02-27 03:27:04,080 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 48/134 +[2025-02-27 03:27:04,106 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 49/134 +[2025-02-27 03:27:04,159 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 50/134 +[2025-02-27 03:27:04,188 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 51/134 +[2025-02-27 03:27:04,222 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 52/134 +[2025-02-27 03:27:04,249 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 53/134 +[2025-02-27 03:27:04,275 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 54/134 +[2025-02-27 03:27:04,322 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 55/134 +[2025-02-27 03:27:04,350 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 56/134 +[2025-02-27 03:27:04,374 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 57/134 +[2025-02-27 03:27:04,404 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 58/134 +[2025-02-27 03:27:04,429 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 59/134 +[2025-02-27 03:27:04,459 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 60/134 +[2025-02-27 03:27:04,485 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 61/134 +[2025-02-27 03:27:04,510 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 62/134 +[2025-02-27 03:27:04,535 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 63/134 +[2025-02-27 03:27:04,559 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 64/134 +[2025-02-27 03:27:04,585 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 65/134 +[2025-02-27 03:27:04,610 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 66/134 +[2025-02-27 03:27:04,633 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 67/134 +[2025-02-27 03:27:04,657 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 68/134 +[2025-02-27 03:27:04,697 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 69/134 +[2025-02-27 03:27:04,726 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 70/134 +[2025-02-27 03:27:04,767 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 71/134 +[2025-02-27 03:27:04,800 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 72/134 +[2025-02-27 03:27:04,834 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 73/134 +[2025-02-27 03:27:04,873 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 74/134 +[2025-02-27 03:27:04,904 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 75/134 +[2025-02-27 03:27:04,950 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 76/134 +[2025-02-27 03:27:05,008 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 77/134 +[2025-02-27 03:27:05,061 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 78/134 +[2025-02-27 03:27:05,115 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 79/134 +[2025-02-27 03:27:05,170 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 80/134 +[2025-02-27 03:27:05,215 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 81/134 +[2025-02-27 03:27:05,254 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 82/134 +[2025-02-27 03:27:05,294 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 83/134 +[2025-02-27 03:27:05,334 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 84/134 +[2025-02-27 03:27:05,364 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 85/134 +[2025-02-27 03:27:05,395 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 86/134 +[2025-02-27 03:27:05,425 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 87/134 +[2025-02-27 03:27:05,459 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 88/134 +[2025-02-27 03:27:05,517 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 89/134 +[2025-02-27 03:27:05,574 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 90/134 +[2025-02-27 03:27:05,605 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 91/134 +[2025-02-27 03:27:05,636 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 92/134 +[2025-02-27 03:27:05,685 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 93/134 +[2025-02-27 03:27:05,742 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 94/134 +[2025-02-27 03:27:05,776 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 95/134 +[2025-02-27 03:27:05,807 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 96/134 +[2025-02-27 03:27:05,840 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 97/134 +[2025-02-27 03:27:05,870 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 98/134 +[2025-02-27 03:27:05,902 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 99/134 +[2025-02-27 03:27:05,933 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 100/134 +[2025-02-27 03:27:05,964 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 101/134 +[2025-02-27 03:27:05,998 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 102/134 +[2025-02-27 03:27:06,032 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 103/134 +[2025-02-27 03:27:06,062 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 104/134 +[2025-02-27 03:27:06,113 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 105/134 +[2025-02-27 03:27:06,152 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 106/134 +[2025-02-27 03:27:06,182 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 107/134 +[2025-02-27 03:27:06,211 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 108/134 +[2025-02-27 03:27:06,243 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 109/134 +[2025-02-27 03:27:06,274 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 110/134 +[2025-02-27 03:27:06,307 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 111/134 +[2025-02-27 03:27:06,346 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 112/134 +[2025-02-27 03:27:06,376 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 113/134 +[2025-02-27 03:27:06,408 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 114/134 +[2025-02-27 03:27:06,439 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 115/134 +[2025-02-27 03:27:06,479 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 116/134 +[2025-02-27 03:27:06,524 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 117/134 +[2025-02-27 03:27:06,566 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 118/134 +[2025-02-27 03:27:06,622 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 119/134 +[2025-02-27 03:27:06,663 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 120/134 +[2025-02-27 03:27:06,702 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 121/134 +[2025-02-27 03:27:06,752 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 122/134 +[2025-02-27 03:27:06,793 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 123/134 +[2025-02-27 03:27:06,835 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 124/134 +[2025-02-27 03:27:06,875 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 125/134 +[2025-02-27 03:27:06,927 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 126/134 +[2025-02-27 03:27:06,976 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 127/134 +[2025-02-27 03:27:07,014 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-02-27 03:27:07,055 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-02-27 03:27:07,101 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-02-27 03:27:07,140 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-02-27 03:27:07,183 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-02-27 03:27:07,252 INFO test.py line 201 943558] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-02-27 03:27:07,430 INFO test.py line 289 943558] Test: scene0558_01 [28/78]-141342 Batch 4.772 (5.596) Accuracy 0.6915 (0.7709) mIoU 0.3136 (0.6863) +[2025-02-27 03:27:07,465 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-02-27 03:27:07,495 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-02-27 03:27:07,522 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 2/125 +[2025-02-27 03:27:07,558 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 3/125 +[2025-02-27 03:27:07,589 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 4/125 +[2025-02-27 03:27:07,617 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 5/125 +[2025-02-27 03:27:07,646 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 6/125 +[2025-02-27 03:27:07,676 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 7/125 +[2025-02-27 03:27:07,705 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 8/125 +[2025-02-27 03:27:07,733 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 9/125 +[2025-02-27 03:27:07,761 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 10/125 +[2025-02-27 03:27:07,790 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 11/125 +[2025-02-27 03:27:07,817 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 12/125 +[2025-02-27 03:27:07,849 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 13/125 +[2025-02-27 03:27:07,877 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 14/125 +[2025-02-27 03:27:07,905 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 15/125 +[2025-02-27 03:27:07,934 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 16/125 +[2025-02-27 03:27:07,961 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 17/125 +[2025-02-27 03:27:07,991 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 18/125 +[2025-02-27 03:27:08,021 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 19/125 +[2025-02-27 03:27:08,059 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 20/125 +[2025-02-27 03:27:08,090 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 21/125 +[2025-02-27 03:27:08,122 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 22/125 +[2025-02-27 03:27:08,154 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 23/125 +[2025-02-27 03:27:08,202 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 24/125 +[2025-02-27 03:27:08,229 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 25/125 +[2025-02-27 03:27:08,285 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 26/125 +[2025-02-27 03:27:08,314 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 27/125 +[2025-02-27 03:27:08,345 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 28/125 +[2025-02-27 03:27:08,374 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 29/125 +[2025-02-27 03:27:08,403 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 30/125 +[2025-02-27 03:27:08,431 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 31/125 +[2025-02-27 03:27:08,487 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 32/125 +[2025-02-27 03:27:08,519 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 33/125 +[2025-02-27 03:27:08,548 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 34/125 +[2025-02-27 03:27:08,578 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 35/125 +[2025-02-27 03:27:08,606 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 36/125 +[2025-02-27 03:27:08,635 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 37/125 +[2025-02-27 03:27:08,664 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 38/125 +[2025-02-27 03:27:08,694 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 39/125 +[2025-02-27 03:27:08,724 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 40/125 +[2025-02-27 03:27:08,765 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 41/125 +[2025-02-27 03:27:08,797 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 42/125 +[2025-02-27 03:27:08,835 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 43/125 +[2025-02-27 03:27:08,864 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 44/125 +[2025-02-27 03:27:08,928 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 45/125 +[2025-02-27 03:27:08,956 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 46/125 +[2025-02-27 03:27:09,020 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 47/125 +[2025-02-27 03:27:09,060 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 48/125 +[2025-02-27 03:27:09,101 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 49/125 +[2025-02-27 03:27:09,143 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 50/125 +[2025-02-27 03:27:09,173 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 51/125 +[2025-02-27 03:27:09,207 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 52/125 +[2025-02-27 03:27:09,236 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 53/125 +[2025-02-27 03:27:09,266 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 54/125 +[2025-02-27 03:27:09,295 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 55/125 +[2025-02-27 03:27:09,325 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 56/125 +[2025-02-27 03:27:09,353 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 57/125 +[2025-02-27 03:27:09,381 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 58/125 +[2025-02-27 03:27:09,409 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 59/125 +[2025-02-27 03:27:09,439 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 60/125 +[2025-02-27 03:27:09,471 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 61/125 +[2025-02-27 03:27:09,504 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 62/125 +[2025-02-27 03:27:09,535 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 63/125 +[2025-02-27 03:27:09,564 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 64/125 +[2025-02-27 03:27:09,594 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 65/125 +[2025-02-27 03:27:09,625 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 66/125 +[2025-02-27 03:27:09,657 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 67/125 +[2025-02-27 03:27:09,712 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 68/125 +[2025-02-27 03:27:09,740 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 69/125 +[2025-02-27 03:27:09,771 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 70/125 +[2025-02-27 03:27:09,802 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 71/125 +[2025-02-27 03:27:09,851 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 72/125 +[2025-02-27 03:27:09,887 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 73/125 +[2025-02-27 03:27:09,916 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 74/125 +[2025-02-27 03:27:09,946 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 75/125 +[2025-02-27 03:27:09,977 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 76/125 +[2025-02-27 03:27:10,035 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 77/125 +[2025-02-27 03:27:10,065 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 78/125 +[2025-02-27 03:27:10,099 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 79/125 +[2025-02-27 03:27:10,146 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 80/125 +[2025-02-27 03:27:10,179 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 81/125 +[2025-02-27 03:27:10,213 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 82/125 +[2025-02-27 03:27:10,245 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 83/125 +[2025-02-27 03:27:10,279 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 84/125 +[2025-02-27 03:27:10,313 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 85/125 +[2025-02-27 03:27:10,344 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 86/125 +[2025-02-27 03:27:10,376 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 87/125 +[2025-02-27 03:27:10,405 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 88/125 +[2025-02-27 03:27:10,430 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 89/125 +[2025-02-27 03:27:10,455 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 90/125 +[2025-02-27 03:27:10,498 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 91/125 +[2025-02-27 03:27:10,541 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 92/125 +[2025-02-27 03:27:10,587 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 93/125 +[2025-02-27 03:27:10,628 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 94/125 +[2025-02-27 03:27:10,672 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 95/125 +[2025-02-27 03:27:10,720 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 96/125 +[2025-02-27 03:27:10,796 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 97/125 +[2025-02-27 03:27:10,838 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 98/125 +[2025-02-27 03:27:10,887 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 99/125 +[2025-02-27 03:27:10,950 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 100/125 +[2025-02-27 03:27:10,994 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 101/125 +[2025-02-27 03:27:11,039 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 102/125 +[2025-02-27 03:27:11,084 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 103/125 +[2025-02-27 03:27:11,130 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 104/125 +[2025-02-27 03:27:11,167 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 105/125 +[2025-02-27 03:27:11,208 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 106/125 +[2025-02-27 03:27:11,253 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 107/125 +[2025-02-27 03:27:11,299 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 108/125 +[2025-02-27 03:27:11,327 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 109/125 +[2025-02-27 03:27:11,356 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 110/125 +[2025-02-27 03:27:11,392 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 111/125 +[2025-02-27 03:27:11,462 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 112/125 +[2025-02-27 03:27:11,516 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 113/125 +[2025-02-27 03:27:11,555 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 114/125 +[2025-02-27 03:27:11,596 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 115/125 +[2025-02-27 03:27:11,624 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 116/125 +[2025-02-27 03:27:11,652 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 117/125 +[2025-02-27 03:27:11,681 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 118/125 +[2025-02-27 03:27:11,712 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 119/125 +[2025-02-27 03:27:11,740 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 120/125 +[2025-02-27 03:27:11,769 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 121/125 +[2025-02-27 03:27:11,799 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 122/125 +[2025-02-27 03:27:11,859 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 123/125 +[2025-02-27 03:27:11,892 INFO test.py line 201 943558] Test: 29/78-scene0430_01, Batch: 124/125 +[2025-02-27 03:27:12,057 INFO test.py line 289 943558] Test: scene0430_01 [29/78]-126166 Batch 4.626 (5.563) Accuracy 0.9518 (0.7715) mIoU 0.7636 (0.6871) +[2025-02-27 03:27:12,124 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 0/144 +[2025-02-27 03:27:12,158 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 1/144 +[2025-02-27 03:27:12,188 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 2/144 +[2025-02-27 03:27:12,215 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 3/144 +[2025-02-27 03:27:12,248 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 4/144 +[2025-02-27 03:27:12,275 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 5/144 +[2025-02-27 03:27:12,303 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 6/144 +[2025-02-27 03:27:12,361 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 7/144 +[2025-02-27 03:27:12,388 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 8/144 +[2025-02-27 03:27:12,416 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 9/144 +[2025-02-27 03:27:12,451 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 10/144 +[2025-02-27 03:27:12,482 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 11/144 +[2025-02-27 03:27:12,515 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 12/144 +[2025-02-27 03:27:12,545 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 13/144 +[2025-02-27 03:27:12,573 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 14/144 +[2025-02-27 03:27:12,602 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 15/144 +[2025-02-27 03:27:12,643 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 16/144 +[2025-02-27 03:27:12,670 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 17/144 +[2025-02-27 03:27:12,699 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 18/144 +[2025-02-27 03:27:12,728 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 19/144 +[2025-02-27 03:27:12,756 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 20/144 +[2025-02-27 03:27:12,787 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 21/144 +[2025-02-27 03:27:12,813 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 22/144 +[2025-02-27 03:27:12,850 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 23/144 +[2025-02-27 03:27:12,879 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 24/144 +[2025-02-27 03:27:12,906 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 25/144 +[2025-02-27 03:27:12,936 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 26/144 +[2025-02-27 03:27:12,968 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 27/144 +[2025-02-27 03:27:12,996 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 28/144 +[2025-02-27 03:27:13,026 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 29/144 +[2025-02-27 03:27:13,055 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 30/144 +[2025-02-27 03:27:13,109 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 31/144 +[2025-02-27 03:27:13,137 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 32/144 +[2025-02-27 03:27:13,162 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 33/144 +[2025-02-27 03:27:13,218 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 34/144 +[2025-02-27 03:27:13,242 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 35/144 +[2025-02-27 03:27:13,269 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 36/144 +[2025-02-27 03:27:13,304 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 37/144 +[2025-02-27 03:27:13,326 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 38/144 +[2025-02-27 03:27:13,374 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 39/144 +[2025-02-27 03:27:13,404 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 40/144 +[2025-02-27 03:27:13,429 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 41/144 +[2025-02-27 03:27:13,457 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 42/144 +[2025-02-27 03:27:13,480 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 43/144 +[2025-02-27 03:27:13,506 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 44/144 +[2025-02-27 03:27:13,534 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 45/144 +[2025-02-27 03:27:13,558 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 46/144 +[2025-02-27 03:27:13,585 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 47/144 +[2025-02-27 03:27:13,609 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 48/144 +[2025-02-27 03:27:13,640 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 49/144 +[2025-02-27 03:27:13,671 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 50/144 +[2025-02-27 03:27:13,710 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 51/144 +[2025-02-27 03:27:13,765 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 52/144 +[2025-02-27 03:27:13,794 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 53/144 +[2025-02-27 03:27:13,849 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 54/144 +[2025-02-27 03:27:13,881 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 55/144 +[2025-02-27 03:27:13,905 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 56/144 +[2025-02-27 03:27:13,928 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 57/144 +[2025-02-27 03:27:13,952 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 58/144 +[2025-02-27 03:27:14,003 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 59/144 +[2025-02-27 03:27:14,029 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 60/144 +[2025-02-27 03:27:14,055 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 61/144 +[2025-02-27 03:27:14,080 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 62/144 +[2025-02-27 03:27:14,105 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 63/144 +[2025-02-27 03:27:14,149 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 64/144 +[2025-02-27 03:27:14,175 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 65/144 +[2025-02-27 03:27:14,199 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 66/144 +[2025-02-27 03:27:14,231 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 67/144 +[2025-02-27 03:27:14,261 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 68/144 +[2025-02-27 03:27:14,292 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 69/144 +[2025-02-27 03:27:14,322 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 70/144 +[2025-02-27 03:27:14,346 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 71/144 +[2025-02-27 03:27:14,370 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 72/144 +[2025-02-27 03:27:14,393 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 73/144 +[2025-02-27 03:27:14,416 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 74/144 +[2025-02-27 03:27:14,439 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 75/144 +[2025-02-27 03:27:14,463 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 76/144 +[2025-02-27 03:27:14,486 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 77/144 +[2025-02-27 03:27:14,510 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 78/144 +[2025-02-27 03:27:14,533 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 79/144 +[2025-02-27 03:27:14,557 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 80/144 +[2025-02-27 03:27:14,586 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 81/144 +[2025-02-27 03:27:14,610 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 82/144 +[2025-02-27 03:27:14,633 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 83/144 +[2025-02-27 03:27:14,657 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 84/144 +[2025-02-27 03:27:14,681 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 85/144 +[2025-02-27 03:27:14,705 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 86/144 +[2025-02-27 03:27:14,728 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 87/144 +[2025-02-27 03:27:14,752 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 88/144 +[2025-02-27 03:27:14,775 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 89/144 +[2025-02-27 03:27:14,811 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 90/144 +[2025-02-27 03:27:14,860 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 91/144 +[2025-02-27 03:27:14,890 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 92/144 +[2025-02-27 03:27:14,918 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 93/144 +[2025-02-27 03:27:14,942 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 94/144 +[2025-02-27 03:27:14,967 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 95/144 +[2025-02-27 03:27:14,995 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 96/144 +[2025-02-27 03:27:15,021 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 97/144 +[2025-02-27 03:27:15,052 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 98/144 +[2025-02-27 03:27:15,084 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 99/144 +[2025-02-27 03:27:15,136 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 100/144 +[2025-02-27 03:27:15,166 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 101/144 +[2025-02-27 03:27:15,194 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 102/144 +[2025-02-27 03:27:15,254 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 103/144 +[2025-02-27 03:27:15,283 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 104/144 +[2025-02-27 03:27:15,309 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 105/144 +[2025-02-27 03:27:15,335 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 106/144 +[2025-02-27 03:27:15,364 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 107/144 +[2025-02-27 03:27:15,390 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 108/144 +[2025-02-27 03:27:15,417 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 109/144 +[2025-02-27 03:27:15,458 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 110/144 +[2025-02-27 03:27:15,490 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 111/144 +[2025-02-27 03:27:15,555 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 112/144 +[2025-02-27 03:27:15,593 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 113/144 +[2025-02-27 03:27:15,625 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 114/144 +[2025-02-27 03:27:15,660 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 115/144 +[2025-02-27 03:27:15,699 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 116/144 +[2025-02-27 03:27:15,739 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 117/144 +[2025-02-27 03:27:15,789 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 118/144 +[2025-02-27 03:27:15,827 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 119/144 +[2025-02-27 03:27:15,865 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 120/144 +[2025-02-27 03:27:15,924 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 121/144 +[2025-02-27 03:27:15,979 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 122/144 +[2025-02-27 03:27:16,012 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 123/144 +[2025-02-27 03:27:16,046 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 124/144 +[2025-02-27 03:27:16,085 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 125/144 +[2025-02-27 03:27:16,117 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 126/144 +[2025-02-27 03:27:16,148 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 127/144 +[2025-02-27 03:27:16,180 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 128/144 +[2025-02-27 03:27:16,211 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 129/144 +[2025-02-27 03:27:16,250 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 130/144 +[2025-02-27 03:27:16,281 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 131/144 +[2025-02-27 03:27:16,313 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 132/144 +[2025-02-27 03:27:16,346 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 133/144 +[2025-02-27 03:27:16,379 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 134/144 +[2025-02-27 03:27:16,446 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 135/144 +[2025-02-27 03:27:16,509 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 136/144 +[2025-02-27 03:27:16,547 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 137/144 +[2025-02-27 03:27:16,624 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 138/144 +[2025-02-27 03:27:16,666 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 139/144 +[2025-02-27 03:27:16,707 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 140/144 +[2025-02-27 03:27:16,791 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 141/144 +[2025-02-27 03:27:16,849 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 142/144 +[2025-02-27 03:27:16,877 INFO test.py line 201 943558] Test: 30/78-scene0086_01, Batch: 143/144 +[2025-02-27 03:27:16,997 INFO test.py line 289 943558] Test: scene0086_01 [30/78]-124210 Batch 4.940 (5.542) Accuracy 0.9101 (0.7755) mIoU 0.4923 (0.6928) +[2025-02-27 03:27:17,390 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-02-27 03:27:17,447 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-02-27 03:27:17,504 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-02-27 03:27:17,558 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-02-27 03:27:17,622 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-02-27 03:27:17,688 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-02-27 03:27:17,752 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-02-27 03:27:17,826 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-02-27 03:27:17,892 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-02-27 03:27:17,955 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-02-27 03:27:18,011 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 10/138 +[2025-02-27 03:27:18,069 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 11/138 +[2025-02-27 03:27:18,133 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 12/138 +[2025-02-27 03:27:18,192 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 13/138 +[2025-02-27 03:27:18,248 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 14/138 +[2025-02-27 03:27:18,304 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 15/138 +[2025-02-27 03:27:18,360 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 16/138 +[2025-02-27 03:27:18,416 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 17/138 +[2025-02-27 03:27:18,475 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 18/138 +[2025-02-27 03:27:18,532 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 19/138 +[2025-02-27 03:27:18,590 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 20/138 +[2025-02-27 03:27:18,648 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 21/138 +[2025-02-27 03:27:18,703 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 22/138 +[2025-02-27 03:27:18,764 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 23/138 +[2025-02-27 03:27:18,847 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 24/138 +[2025-02-27 03:27:18,907 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 25/138 +[2025-02-27 03:27:18,957 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 26/138 +[2025-02-27 03:27:19,009 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 27/138 +[2025-02-27 03:27:19,066 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 28/138 +[2025-02-27 03:27:19,123 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 29/138 +[2025-02-27 03:27:19,179 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 30/138 +[2025-02-27 03:27:19,245 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 31/138 +[2025-02-27 03:27:19,309 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 32/138 +[2025-02-27 03:27:19,375 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 33/138 +[2025-02-27 03:27:19,437 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 34/138 +[2025-02-27 03:27:19,494 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 35/138 +[2025-02-27 03:27:19,547 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 36/138 +[2025-02-27 03:27:19,601 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 37/138 +[2025-02-27 03:27:19,663 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 38/138 +[2025-02-27 03:27:19,718 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 39/138 +[2025-02-27 03:27:19,773 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 40/138 +[2025-02-27 03:27:19,833 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 41/138 +[2025-02-27 03:27:19,888 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 42/138 +[2025-02-27 03:27:19,940 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 43/138 +[2025-02-27 03:27:20,001 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 44/138 +[2025-02-27 03:27:20,061 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 45/138 +[2025-02-27 03:27:20,110 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 46/138 +[2025-02-27 03:27:20,161 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 47/138 +[2025-02-27 03:27:20,213 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 48/138 +[2025-02-27 03:27:20,264 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 49/138 +[2025-02-27 03:27:20,318 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 50/138 +[2025-02-27 03:27:20,369 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 51/138 +[2025-02-27 03:27:20,419 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 52/138 +[2025-02-27 03:27:20,472 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 53/138 +[2025-02-27 03:27:20,560 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 54/138 +[2025-02-27 03:27:20,612 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 55/138 +[2025-02-27 03:27:20,679 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 56/138 +[2025-02-27 03:27:20,734 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 57/138 +[2025-02-27 03:27:20,786 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 58/138 +[2025-02-27 03:27:20,839 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 59/138 +[2025-02-27 03:27:20,892 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 60/138 +[2025-02-27 03:27:20,946 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 61/138 +[2025-02-27 03:27:20,998 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 62/138 +[2025-02-27 03:27:21,061 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 63/138 +[2025-02-27 03:27:21,145 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 64/138 +[2025-02-27 03:27:21,220 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 65/138 +[2025-02-27 03:27:21,272 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 66/138 +[2025-02-27 03:27:21,325 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 67/138 +[2025-02-27 03:27:21,376 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 68/138 +[2025-02-27 03:27:21,426 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 69/138 +[2025-02-27 03:27:21,479 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 70/138 +[2025-02-27 03:27:21,530 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 71/138 +[2025-02-27 03:27:21,581 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 72/138 +[2025-02-27 03:27:21,635 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 73/138 +[2025-02-27 03:27:21,685 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 74/138 +[2025-02-27 03:27:21,776 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 75/138 +[2025-02-27 03:27:21,830 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 76/138 +[2025-02-27 03:27:21,905 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 77/138 +[2025-02-27 03:27:21,957 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 78/138 +[2025-02-27 03:27:22,009 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 79/138 +[2025-02-27 03:27:22,067 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 80/138 +[2025-02-27 03:27:22,119 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 81/138 +[2025-02-27 03:27:22,173 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 82/138 +[2025-02-27 03:27:22,227 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 83/138 +[2025-02-27 03:27:22,283 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 84/138 +[2025-02-27 03:27:22,337 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 85/138 +[2025-02-27 03:27:22,396 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 86/138 +[2025-02-27 03:27:22,455 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 87/138 +[2025-02-27 03:27:22,520 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 88/138 +[2025-02-27 03:27:22,578 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 89/138 +[2025-02-27 03:27:22,643 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 90/138 +[2025-02-27 03:27:22,706 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 91/138 +[2025-02-27 03:27:22,789 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 92/138 +[2025-02-27 03:27:22,854 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 93/138 +[2025-02-27 03:27:22,914 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 94/138 +[2025-02-27 03:27:22,976 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 95/138 +[2025-02-27 03:27:23,039 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 96/138 +[2025-02-27 03:27:23,097 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 97/138 +[2025-02-27 03:27:23,164 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 98/138 +[2025-02-27 03:27:23,232 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 99/138 +[2025-02-27 03:27:23,341 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 100/138 +[2025-02-27 03:27:23,405 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 101/138 +[2025-02-27 03:27:23,501 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 102/138 +[2025-02-27 03:27:23,568 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 103/138 +[2025-02-27 03:27:23,636 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 104/138 +[2025-02-27 03:27:23,693 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 105/138 +[2025-02-27 03:27:23,757 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 106/138 +[2025-02-27 03:27:23,835 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 107/138 +[2025-02-27 03:27:23,904 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 108/138 +[2025-02-27 03:27:23,972 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 109/138 +[2025-02-27 03:27:24,038 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 110/138 +[2025-02-27 03:27:24,109 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 111/138 +[2025-02-27 03:27:24,175 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 112/138 +[2025-02-27 03:27:24,243 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 113/138 +[2025-02-27 03:27:24,315 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 114/138 +[2025-02-27 03:27:24,383 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 115/138 +[2025-02-27 03:27:24,449 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 116/138 +[2025-02-27 03:27:24,529 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 117/138 +[2025-02-27 03:27:24,587 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 118/138 +[2025-02-27 03:27:24,648 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 119/138 +[2025-02-27 03:27:24,707 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 120/138 +[2025-02-27 03:27:24,768 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 121/138 +[2025-02-27 03:27:24,826 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 122/138 +[2025-02-27 03:27:24,885 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 123/138 +[2025-02-27 03:27:24,944 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 124/138 +[2025-02-27 03:27:25,004 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 125/138 +[2025-02-27 03:27:25,061 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 126/138 +[2025-02-27 03:27:25,120 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 127/138 +[2025-02-27 03:27:25,174 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 128/138 +[2025-02-27 03:27:25,228 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 129/138 +[2025-02-27 03:27:25,284 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 130/138 +[2025-02-27 03:27:25,337 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 131/138 +[2025-02-27 03:27:25,391 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 132/138 +[2025-02-27 03:27:25,473 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 133/138 +[2025-02-27 03:27:25,528 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-02-27 03:27:25,580 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-02-27 03:27:25,638 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-02-27 03:27:25,691 INFO test.py line 201 943558] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-02-27 03:27:26,164 INFO test.py line 289 943558] Test: scene0500_00 [31/78]-396942 Batch 8.847 (5.649) Accuracy 0.9532 (0.7771) mIoU 0.5977 (0.6953) +[2025-02-27 03:27:26,203 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-02-27 03:27:26,239 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-02-27 03:27:26,273 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 2/121 +[2025-02-27 03:27:26,320 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 3/121 +[2025-02-27 03:27:26,355 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 4/121 +[2025-02-27 03:27:26,417 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 5/121 +[2025-02-27 03:27:26,451 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 6/121 +[2025-02-27 03:27:26,509 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 7/121 +[2025-02-27 03:27:26,542 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 8/121 +[2025-02-27 03:27:26,599 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 9/121 +[2025-02-27 03:27:26,632 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 10/121 +[2025-02-27 03:27:26,668 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 11/121 +[2025-02-27 03:27:26,702 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 12/121 +[2025-02-27 03:27:26,736 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 13/121 +[2025-02-27 03:27:26,772 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 14/121 +[2025-02-27 03:27:26,807 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 15/121 +[2025-02-27 03:27:26,840 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 16/121 +[2025-02-27 03:27:26,884 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 17/121 +[2025-02-27 03:27:26,917 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 18/121 +[2025-02-27 03:27:26,951 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 19/121 +[2025-02-27 03:27:26,991 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 20/121 +[2025-02-27 03:27:27,026 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 21/121 +[2025-02-27 03:27:27,061 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 22/121 +[2025-02-27 03:27:27,122 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 23/121 +[2025-02-27 03:27:27,166 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 24/121 +[2025-02-27 03:27:27,201 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 25/121 +[2025-02-27 03:27:27,237 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 26/121 +[2025-02-27 03:27:27,272 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 27/121 +[2025-02-27 03:27:27,307 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 28/121 +[2025-02-27 03:27:27,339 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 29/121 +[2025-02-27 03:27:27,373 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 30/121 +[2025-02-27 03:27:27,406 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 31/121 +[2025-02-27 03:27:27,461 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 32/121 +[2025-02-27 03:27:27,497 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 33/121 +[2025-02-27 03:27:27,532 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 34/121 +[2025-02-27 03:27:27,567 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 35/121 +[2025-02-27 03:27:27,601 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 36/121 +[2025-02-27 03:27:27,640 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 37/121 +[2025-02-27 03:27:27,674 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 38/121 +[2025-02-27 03:27:27,710 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 39/121 +[2025-02-27 03:27:27,743 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 40/121 +[2025-02-27 03:27:27,777 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 41/121 +[2025-02-27 03:27:27,812 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 42/121 +[2025-02-27 03:27:27,846 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 43/121 +[2025-02-27 03:27:27,882 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 44/121 +[2025-02-27 03:27:27,915 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 45/121 +[2025-02-27 03:27:27,958 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 46/121 +[2025-02-27 03:27:27,992 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 47/121 +[2025-02-27 03:27:28,026 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 48/121 +[2025-02-27 03:27:28,058 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 49/121 +[2025-02-27 03:27:28,091 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 50/121 +[2025-02-27 03:27:28,130 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 51/121 +[2025-02-27 03:27:28,163 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 52/121 +[2025-02-27 03:27:28,196 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 53/121 +[2025-02-27 03:27:28,229 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 54/121 +[2025-02-27 03:27:28,259 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 55/121 +[2025-02-27 03:27:28,290 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 56/121 +[2025-02-27 03:27:28,322 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 57/121 +[2025-02-27 03:27:28,354 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 58/121 +[2025-02-27 03:27:28,388 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 59/121 +[2025-02-27 03:27:28,422 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 60/121 +[2025-02-27 03:27:28,455 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 61/121 +[2025-02-27 03:27:28,486 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 62/121 +[2025-02-27 03:27:28,521 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 63/121 +[2025-02-27 03:27:28,553 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 64/121 +[2025-02-27 03:27:28,586 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 65/121 +[2025-02-27 03:27:28,628 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 66/121 +[2025-02-27 03:27:28,668 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 67/121 +[2025-02-27 03:27:28,702 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 68/121 +[2025-02-27 03:27:28,735 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 69/121 +[2025-02-27 03:27:28,766 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 70/121 +[2025-02-27 03:27:28,798 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 71/121 +[2025-02-27 03:27:28,830 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 72/121 +[2025-02-27 03:27:28,862 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 73/121 +[2025-02-27 03:27:28,892 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 74/121 +[2025-02-27 03:27:28,920 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 75/121 +[2025-02-27 03:27:28,962 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 76/121 +[2025-02-27 03:27:28,993 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 77/121 +[2025-02-27 03:27:29,024 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 78/121 +[2025-02-27 03:27:29,056 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 79/121 +[2025-02-27 03:27:29,087 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 80/121 +[2025-02-27 03:27:29,122 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 81/121 +[2025-02-27 03:27:29,160 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 82/121 +[2025-02-27 03:27:29,197 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 83/121 +[2025-02-27 03:27:29,227 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 84/121 +[2025-02-27 03:27:29,260 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 85/121 +[2025-02-27 03:27:29,291 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 86/121 +[2025-02-27 03:27:29,321 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 87/121 +[2025-02-27 03:27:29,386 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 88/121 +[2025-02-27 03:27:29,427 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 89/121 +[2025-02-27 03:27:29,477 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 90/121 +[2025-02-27 03:27:29,522 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 91/121 +[2025-02-27 03:27:29,564 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 92/121 +[2025-02-27 03:27:29,609 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 93/121 +[2025-02-27 03:27:29,651 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 94/121 +[2025-02-27 03:27:29,696 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 95/121 +[2025-02-27 03:27:29,740 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 96/121 +[2025-02-27 03:27:29,776 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 97/121 +[2025-02-27 03:27:29,810 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 98/121 +[2025-02-27 03:27:29,845 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 99/121 +[2025-02-27 03:27:29,880 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 100/121 +[2025-02-27 03:27:29,916 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 101/121 +[2025-02-27 03:27:29,952 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 102/121 +[2025-02-27 03:27:29,989 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 103/121 +[2025-02-27 03:27:30,026 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 104/121 +[2025-02-27 03:27:30,063 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 105/121 +[2025-02-27 03:27:30,111 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 106/121 +[2025-02-27 03:27:30,147 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 107/121 +[2025-02-27 03:27:30,184 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 108/121 +[2025-02-27 03:27:30,222 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 109/121 +[2025-02-27 03:27:30,261 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 110/121 +[2025-02-27 03:27:30,306 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 111/121 +[2025-02-27 03:27:30,354 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 112/121 +[2025-02-27 03:27:30,399 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 113/121 +[2025-02-27 03:27:30,443 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 114/121 +[2025-02-27 03:27:30,485 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 115/121 +[2025-02-27 03:27:30,541 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 116/121 +[2025-02-27 03:27:30,585 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 117/121 +[2025-02-27 03:27:30,649 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 118/121 +[2025-02-27 03:27:30,707 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 119/121 +[2025-02-27 03:27:30,741 INFO test.py line 201 943558] Test: 32/78-scene0064_01, Batch: 120/121 +[2025-02-27 03:27:31,113 INFO test.py line 289 943558] Test: scene0064_01 [32/78]-195252 Batch 4.948 (5.627) Accuracy 0.9190 (0.7813) mIoU 0.5484 (0.6971) +[2025-02-27 03:27:31,139 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 0/117 +[2025-02-27 03:27:31,164 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 1/117 +[2025-02-27 03:27:31,190 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 2/117 +[2025-02-27 03:27:31,219 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 3/117 +[2025-02-27 03:27:31,245 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 4/117 +[2025-02-27 03:27:31,272 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 5/117 +[2025-02-27 03:27:31,308 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 6/117 +[2025-02-27 03:27:31,346 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 7/117 +[2025-02-27 03:27:31,383 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 8/117 +[2025-02-27 03:27:31,420 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 9/117 +[2025-02-27 03:27:31,456 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 10/117 +[2025-02-27 03:27:31,491 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 11/117 +[2025-02-27 03:27:31,525 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 12/117 +[2025-02-27 03:27:31,556 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 13/117 +[2025-02-27 03:27:31,582 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 14/117 +[2025-02-27 03:27:31,614 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 15/117 +[2025-02-27 03:27:31,664 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 16/117 +[2025-02-27 03:27:31,688 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 17/117 +[2025-02-27 03:27:31,714 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 18/117 +[2025-02-27 03:27:31,741 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 19/117 +[2025-02-27 03:27:31,765 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 20/117 +[2025-02-27 03:27:31,790 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 21/117 +[2025-02-27 03:27:31,815 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 22/117 +[2025-02-27 03:27:31,841 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 23/117 +[2025-02-27 03:27:31,869 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 24/117 +[2025-02-27 03:27:31,895 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 25/117 +[2025-02-27 03:27:31,918 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 26/117 +[2025-02-27 03:27:31,944 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 27/117 +[2025-02-27 03:27:31,969 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 28/117 +[2025-02-27 03:27:31,994 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 29/117 +[2025-02-27 03:27:32,020 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 30/117 +[2025-02-27 03:27:32,045 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 31/117 +[2025-02-27 03:27:32,070 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 32/117 +[2025-02-27 03:27:32,097 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 33/117 +[2025-02-27 03:27:32,128 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 34/117 +[2025-02-27 03:27:32,163 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 35/117 +[2025-02-27 03:27:32,200 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 36/117 +[2025-02-27 03:27:32,235 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 37/117 +[2025-02-27 03:27:32,272 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 38/117 +[2025-02-27 03:27:32,452 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 39/117 +[2025-02-27 03:27:32,487 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 40/117 +[2025-02-27 03:27:32,519 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 41/117 +[2025-02-27 03:27:32,553 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 42/117 +[2025-02-27 03:27:32,592 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 43/117 +[2025-02-27 03:27:32,626 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 44/117 +[2025-02-27 03:27:32,665 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 45/117 +[2025-02-27 03:27:32,711 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 46/117 +[2025-02-27 03:27:32,758 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 47/117 +[2025-02-27 03:27:32,807 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 48/117 +[2025-02-27 03:27:32,854 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 49/117 +[2025-02-27 03:27:32,891 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 50/117 +[2025-02-27 03:27:32,950 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 51/117 +[2025-02-27 03:27:32,981 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 52/117 +[2025-02-27 03:27:33,006 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 53/117 +[2025-02-27 03:27:33,032 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 54/117 +[2025-02-27 03:27:33,062 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 55/117 +[2025-02-27 03:27:33,087 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 56/117 +[2025-02-27 03:27:33,111 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 57/117 +[2025-02-27 03:27:33,137 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 58/117 +[2025-02-27 03:27:33,162 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 59/117 +[2025-02-27 03:27:33,194 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 60/117 +[2025-02-27 03:27:33,220 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 61/117 +[2025-02-27 03:27:33,245 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 62/117 +[2025-02-27 03:27:33,269 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 63/117 +[2025-02-27 03:27:33,293 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 64/117 +[2025-02-27 03:27:33,319 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 65/117 +[2025-02-27 03:27:33,346 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 66/117 +[2025-02-27 03:27:33,370 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 67/117 +[2025-02-27 03:27:33,393 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 68/117 +[2025-02-27 03:27:33,416 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 69/117 +[2025-02-27 03:27:33,438 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 70/117 +[2025-02-27 03:27:33,461 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 71/117 +[2025-02-27 03:27:33,484 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 72/117 +[2025-02-27 03:27:33,512 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 73/117 +[2025-02-27 03:27:33,547 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 74/117 +[2025-02-27 03:27:33,591 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 75/117 +[2025-02-27 03:27:33,624 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 76/117 +[2025-02-27 03:27:33,664 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 77/117 +[2025-02-27 03:27:33,700 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 78/117 +[2025-02-27 03:27:33,734 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 79/117 +[2025-02-27 03:27:33,774 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 80/117 +[2025-02-27 03:27:33,810 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 81/117 +[2025-02-27 03:27:33,843 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 82/117 +[2025-02-27 03:27:33,878 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 83/117 +[2025-02-27 03:27:33,903 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 84/117 +[2025-02-27 03:27:33,926 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 85/117 +[2025-02-27 03:27:33,957 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 86/117 +[2025-02-27 03:27:33,988 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 87/117 +[2025-02-27 03:27:34,022 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 88/117 +[2025-02-27 03:27:34,079 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 89/117 +[2025-02-27 03:27:34,107 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 90/117 +[2025-02-27 03:27:34,131 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 91/117 +[2025-02-27 03:27:34,157 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 92/117 +[2025-02-27 03:27:34,186 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 93/117 +[2025-02-27 03:27:34,213 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 94/117 +[2025-02-27 03:27:34,237 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 95/117 +[2025-02-27 03:27:34,261 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 96/117 +[2025-02-27 03:27:34,289 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 97/117 +[2025-02-27 03:27:34,322 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 98/117 +[2025-02-27 03:27:34,346 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 99/117 +[2025-02-27 03:27:34,370 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 100/117 +[2025-02-27 03:27:34,394 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 101/117 +[2025-02-27 03:27:34,421 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 102/117 +[2025-02-27 03:27:34,444 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 103/117 +[2025-02-27 03:27:34,468 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 104/117 +[2025-02-27 03:27:34,491 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 105/117 +[2025-02-27 03:27:34,542 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 106/117 +[2025-02-27 03:27:34,568 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 107/117 +[2025-02-27 03:27:34,592 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 108/117 +[2025-02-27 03:27:34,615 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 109/117 +[2025-02-27 03:27:34,639 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 110/117 +[2025-02-27 03:27:34,663 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 111/117 +[2025-02-27 03:27:34,687 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 112/117 +[2025-02-27 03:27:34,717 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 113/117 +[2025-02-27 03:27:34,740 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 114/117 +[2025-02-27 03:27:34,763 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 115/117 +[2025-02-27 03:27:34,787 INFO test.py line 201 943558] Test: 33/78-scene0553_01, Batch: 116/117 +[2025-02-27 03:27:34,858 INFO test.py line 289 943558] Test: scene0553_01 [33/78]-61388 Batch 3.744 (5.570) Accuracy 0.9739 (0.7828) mIoU 0.7400 (0.6990) +[2025-02-27 03:27:34,893 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 0/138 +[2025-02-27 03:27:34,925 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 1/138 +[2025-02-27 03:27:34,958 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 2/138 +[2025-02-27 03:27:34,989 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 3/138 +[2025-02-27 03:27:35,019 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 4/138 +[2025-02-27 03:27:35,082 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 5/138 +[2025-02-27 03:27:35,112 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 6/138 +[2025-02-27 03:27:35,141 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 7/138 +[2025-02-27 03:27:35,172 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 8/138 +[2025-02-27 03:27:35,203 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 9/138 +[2025-02-27 03:27:35,234 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 10/138 +[2025-02-27 03:27:35,267 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 11/138 +[2025-02-27 03:27:35,299 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 12/138 +[2025-02-27 03:27:35,344 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 13/138 +[2025-02-27 03:27:35,381 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 14/138 +[2025-02-27 03:27:35,421 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 15/138 +[2025-02-27 03:27:35,454 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 16/138 +[2025-02-27 03:27:35,487 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 17/138 +[2025-02-27 03:27:35,518 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 18/138 +[2025-02-27 03:27:35,550 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 19/138 +[2025-02-27 03:27:35,592 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 20/138 +[2025-02-27 03:27:35,622 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 21/138 +[2025-02-27 03:27:35,658 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 22/138 +[2025-02-27 03:27:35,690 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 23/138 +[2025-02-27 03:27:35,721 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 24/138 +[2025-02-27 03:27:35,752 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 25/138 +[2025-02-27 03:27:35,787 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 26/138 +[2025-02-27 03:27:35,818 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 27/138 +[2025-02-27 03:27:35,849 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 28/138 +[2025-02-27 03:27:35,880 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 29/138 +[2025-02-27 03:27:35,911 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 30/138 +[2025-02-27 03:27:35,941 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 31/138 +[2025-02-27 03:27:35,973 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 32/138 +[2025-02-27 03:27:36,005 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 33/138 +[2025-02-27 03:27:36,037 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 34/138 +[2025-02-27 03:27:36,070 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 35/138 +[2025-02-27 03:27:36,100 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 36/138 +[2025-02-27 03:27:36,130 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 37/138 +[2025-02-27 03:27:36,161 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 38/138 +[2025-02-27 03:27:36,192 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 39/138 +[2025-02-27 03:27:36,265 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 40/138 +[2025-02-27 03:27:36,308 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 41/138 +[2025-02-27 03:27:36,351 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 42/138 +[2025-02-27 03:27:36,393 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 43/138 +[2025-02-27 03:27:36,434 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 44/138 +[2025-02-27 03:27:36,477 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 45/138 +[2025-02-27 03:27:36,522 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 46/138 +[2025-02-27 03:27:36,567 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 47/138 +[2025-02-27 03:27:36,606 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 48/138 +[2025-02-27 03:27:36,649 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 49/138 +[2025-02-27 03:27:36,691 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 50/138 +[2025-02-27 03:27:36,731 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 51/138 +[2025-02-27 03:27:36,774 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 52/138 +[2025-02-27 03:27:36,804 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 53/138 +[2025-02-27 03:27:36,835 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 54/138 +[2025-02-27 03:27:36,866 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 55/138 +[2025-02-27 03:27:36,905 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 56/138 +[2025-02-27 03:27:36,935 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 57/138 +[2025-02-27 03:27:36,965 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 58/138 +[2025-02-27 03:27:36,996 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 59/138 +[2025-02-27 03:27:37,025 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 60/138 +[2025-02-27 03:27:37,058 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 61/138 +[2025-02-27 03:27:37,090 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 62/138 +[2025-02-27 03:27:37,120 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 63/138 +[2025-02-27 03:27:37,151 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 64/138 +[2025-02-27 03:27:37,180 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 65/138 +[2025-02-27 03:27:37,243 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 66/138 +[2025-02-27 03:27:37,275 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 67/138 +[2025-02-27 03:27:37,307 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 68/138 +[2025-02-27 03:27:37,337 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 69/138 +[2025-02-27 03:27:37,366 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 70/138 +[2025-02-27 03:27:37,407 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 71/138 +[2025-02-27 03:27:37,437 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 72/138 +[2025-02-27 03:27:37,467 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 73/138 +[2025-02-27 03:27:37,506 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 74/138 +[2025-02-27 03:27:37,544 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 75/138 +[2025-02-27 03:27:37,574 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 76/138 +[2025-02-27 03:27:37,608 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 77/138 +[2025-02-27 03:27:37,645 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 78/138 +[2025-02-27 03:27:37,675 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 79/138 +[2025-02-27 03:27:37,704 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 80/138 +[2025-02-27 03:27:37,737 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 81/138 +[2025-02-27 03:27:37,767 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 82/138 +[2025-02-27 03:27:37,795 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 83/138 +[2025-02-27 03:27:37,829 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 84/138 +[2025-02-27 03:27:37,860 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 85/138 +[2025-02-27 03:27:37,890 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 86/138 +[2025-02-27 03:27:37,919 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 87/138 +[2025-02-27 03:27:37,951 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 88/138 +[2025-02-27 03:27:37,985 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 89/138 +[2025-02-27 03:27:38,016 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 90/138 +[2025-02-27 03:27:38,048 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 91/138 +[2025-02-27 03:27:38,080 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 92/138 +[2025-02-27 03:27:38,112 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 93/138 +[2025-02-27 03:27:38,144 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 94/138 +[2025-02-27 03:27:38,174 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 95/138 +[2025-02-27 03:27:38,205 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 96/138 +[2025-02-27 03:27:38,240 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 97/138 +[2025-02-27 03:27:38,279 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 98/138 +[2025-02-27 03:27:38,319 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 99/138 +[2025-02-27 03:27:38,368 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 100/138 +[2025-02-27 03:27:38,404 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 101/138 +[2025-02-27 03:27:38,462 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 102/138 +[2025-02-27 03:27:38,505 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 103/138 +[2025-02-27 03:27:38,545 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 104/138 +[2025-02-27 03:27:38,586 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 105/138 +[2025-02-27 03:27:38,621 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 106/138 +[2025-02-27 03:27:38,657 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 107/138 +[2025-02-27 03:27:38,694 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 108/138 +[2025-02-27 03:27:38,732 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 109/138 +[2025-02-27 03:27:38,763 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 110/138 +[2025-02-27 03:27:38,796 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 111/138 +[2025-02-27 03:27:38,827 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 112/138 +[2025-02-27 03:27:38,876 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 113/138 +[2025-02-27 03:27:38,908 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 114/138 +[2025-02-27 03:27:38,939 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 115/138 +[2025-02-27 03:27:38,994 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 116/138 +[2025-02-27 03:27:39,025 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 117/138 +[2025-02-27 03:27:39,059 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 118/138 +[2025-02-27 03:27:39,094 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 119/138 +[2025-02-27 03:27:39,129 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 120/138 +[2025-02-27 03:27:39,163 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 121/138 +[2025-02-27 03:27:39,195 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 122/138 +[2025-02-27 03:27:39,235 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 123/138 +[2025-02-27 03:27:39,268 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 124/138 +[2025-02-27 03:27:39,300 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 125/138 +[2025-02-27 03:27:39,335 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 126/138 +[2025-02-27 03:27:39,367 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 127/138 +[2025-02-27 03:27:39,399 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 128/138 +[2025-02-27 03:27:39,432 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 129/138 +[2025-02-27 03:27:39,464 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 130/138 +[2025-02-27 03:27:39,494 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 131/138 +[2025-02-27 03:27:39,524 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 132/138 +[2025-02-27 03:27:39,554 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 133/138 +[2025-02-27 03:27:39,585 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 134/138 +[2025-02-27 03:27:39,622 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 135/138 +[2025-02-27 03:27:39,652 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 136/138 +[2025-02-27 03:27:39,688 INFO test.py line 201 943558] Test: 34/78-scene0462_00, Batch: 137/138 +[2025-02-27 03:27:39,865 INFO test.py line 289 943558] Test: scene0462_00 [34/78]-156714 Batch 5.007 (5.553) Accuracy 0.9193 (0.7638) mIoU 0.4668 (0.6805) +[2025-02-27 03:27:39,895 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-02-27 03:27:39,943 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-02-27 03:27:39,971 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-02-27 03:27:39,997 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-02-27 03:27:40,020 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-02-27 03:27:40,045 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 5/113 +[2025-02-27 03:27:40,068 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 6/113 +[2025-02-27 03:27:40,093 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 7/113 +[2025-02-27 03:27:40,118 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 8/113 +[2025-02-27 03:27:40,143 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 9/113 +[2025-02-27 03:27:40,169 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 10/113 +[2025-02-27 03:27:40,192 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 11/113 +[2025-02-27 03:27:40,215 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 12/113 +[2025-02-27 03:27:40,240 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 13/113 +[2025-02-27 03:27:40,265 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 14/113 +[2025-02-27 03:27:40,291 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 15/113 +[2025-02-27 03:27:40,319 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 16/113 +[2025-02-27 03:27:40,346 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 17/113 +[2025-02-27 03:27:40,372 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 18/113 +[2025-02-27 03:27:40,398 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 19/113 +[2025-02-27 03:27:40,424 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 20/113 +[2025-02-27 03:27:40,449 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 21/113 +[2025-02-27 03:27:40,477 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 22/113 +[2025-02-27 03:27:40,502 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 23/113 +[2025-02-27 03:27:40,527 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 24/113 +[2025-02-27 03:27:40,554 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 25/113 +[2025-02-27 03:27:40,585 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 26/113 +[2025-02-27 03:27:40,617 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 27/113 +[2025-02-27 03:27:40,646 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 28/113 +[2025-02-27 03:27:40,679 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 29/113 +[2025-02-27 03:27:40,711 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 30/113 +[2025-02-27 03:27:40,740 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 31/113 +[2025-02-27 03:27:40,770 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 32/113 +[2025-02-27 03:27:40,801 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 33/113 +[2025-02-27 03:27:40,829 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 34/113 +[2025-02-27 03:27:40,856 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 35/113 +[2025-02-27 03:27:40,883 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 36/113 +[2025-02-27 03:27:40,909 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 37/113 +[2025-02-27 03:27:40,936 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 38/113 +[2025-02-27 03:27:40,961 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 39/113 +[2025-02-27 03:27:40,987 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 40/113 +[2025-02-27 03:27:41,011 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 41/113 +[2025-02-27 03:27:41,043 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 42/113 +[2025-02-27 03:27:41,091 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 43/113 +[2025-02-27 03:27:41,118 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 44/113 +[2025-02-27 03:27:41,142 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 45/113 +[2025-02-27 03:27:41,177 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 46/113 +[2025-02-27 03:27:41,207 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 47/113 +[2025-02-27 03:27:41,236 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 48/113 +[2025-02-27 03:27:41,261 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 49/113 +[2025-02-27 03:27:41,284 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 50/113 +[2025-02-27 03:27:41,310 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 51/113 +[2025-02-27 03:27:41,335 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 52/113 +[2025-02-27 03:27:41,360 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 53/113 +[2025-02-27 03:27:41,385 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 54/113 +[2025-02-27 03:27:41,410 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 55/113 +[2025-02-27 03:27:41,446 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 56/113 +[2025-02-27 03:27:41,471 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 57/113 +[2025-02-27 03:27:41,496 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 58/113 +[2025-02-27 03:27:41,525 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 59/113 +[2025-02-27 03:27:41,550 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 60/113 +[2025-02-27 03:27:41,581 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 61/113 +[2025-02-27 03:27:41,605 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 62/113 +[2025-02-27 03:27:41,628 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 63/113 +[2025-02-27 03:27:41,651 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 64/113 +[2025-02-27 03:27:41,674 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 65/113 +[2025-02-27 03:27:41,698 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 66/113 +[2025-02-27 03:27:41,722 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 67/113 +[2025-02-27 03:27:41,745 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 68/113 +[2025-02-27 03:27:41,770 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 69/113 +[2025-02-27 03:27:41,819 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 70/113 +[2025-02-27 03:27:41,843 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 71/113 +[2025-02-27 03:27:41,867 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 72/113 +[2025-02-27 03:27:41,891 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 73/113 +[2025-02-27 03:27:41,922 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 74/113 +[2025-02-27 03:27:41,956 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 75/113 +[2025-02-27 03:27:41,980 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 76/113 +[2025-02-27 03:27:42,010 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 77/113 +[2025-02-27 03:27:42,038 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 78/113 +[2025-02-27 03:27:42,073 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 79/113 +[2025-02-27 03:27:42,097 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 80/113 +[2025-02-27 03:27:42,123 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 81/113 +[2025-02-27 03:27:42,148 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 82/113 +[2025-02-27 03:27:42,174 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 83/113 +[2025-02-27 03:27:42,199 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 84/113 +[2025-02-27 03:27:42,231 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 85/113 +[2025-02-27 03:27:42,267 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 86/113 +[2025-02-27 03:27:42,291 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 87/113 +[2025-02-27 03:27:42,324 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 88/113 +[2025-02-27 03:27:42,357 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 89/113 +[2025-02-27 03:27:42,405 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 90/113 +[2025-02-27 03:27:42,456 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 91/113 +[2025-02-27 03:27:42,507 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 92/113 +[2025-02-27 03:27:42,551 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 93/113 +[2025-02-27 03:27:42,587 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 94/113 +[2025-02-27 03:27:42,619 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 95/113 +[2025-02-27 03:27:42,651 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 96/113 +[2025-02-27 03:27:42,685 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 97/113 +[2025-02-27 03:27:42,726 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 98/113 +[2025-02-27 03:27:42,789 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 99/113 +[2025-02-27 03:27:42,842 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 100/113 +[2025-02-27 03:27:42,889 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 101/113 +[2025-02-27 03:27:42,937 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 102/113 +[2025-02-27 03:27:42,989 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 103/113 +[2025-02-27 03:27:43,028 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 104/113 +[2025-02-27 03:27:43,065 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 105/113 +[2025-02-27 03:27:43,099 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 106/113 +[2025-02-27 03:27:43,132 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 107/113 +[2025-02-27 03:27:43,168 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 108/113 +[2025-02-27 03:27:43,211 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 109/113 +[2025-02-27 03:27:43,262 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 110/113 +[2025-02-27 03:27:43,300 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 111/113 +[2025-02-27 03:27:43,342 INFO test.py line 201 943558] Test: 35/78-scene0146_00, Batch: 112/113 +[2025-02-27 03:27:43,467 INFO test.py line 289 943558] Test: scene0146_00 [35/78]-60438 Batch 3.601 (5.497) Accuracy 0.9456 (0.7642) mIoU 0.6463 (0.6809) +[2025-02-27 03:27:43,524 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-02-27 03:27:43,569 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-02-27 03:27:43,615 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-02-27 03:27:43,654 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-02-27 03:27:43,694 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-02-27 03:27:43,734 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-02-27 03:27:43,769 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 6/134 +[2025-02-27 03:27:43,801 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 7/134 +[2025-02-27 03:27:43,832 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 8/134 +[2025-02-27 03:27:43,864 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 9/134 +[2025-02-27 03:27:43,894 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 10/134 +[2025-02-27 03:27:43,938 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 11/134 +[2025-02-27 03:27:43,983 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 12/134 +[2025-02-27 03:27:44,027 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 13/134 +[2025-02-27 03:27:44,057 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 14/134 +[2025-02-27 03:27:44,087 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 15/134 +[2025-02-27 03:27:44,119 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 16/134 +[2025-02-27 03:27:44,149 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 17/134 +[2025-02-27 03:27:44,181 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 18/134 +[2025-02-27 03:27:44,213 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 19/134 +[2025-02-27 03:27:44,244 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 20/134 +[2025-02-27 03:27:44,278 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 21/134 +[2025-02-27 03:27:44,313 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 22/134 +[2025-02-27 03:27:44,345 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 23/134 +[2025-02-27 03:27:44,377 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 24/134 +[2025-02-27 03:27:44,410 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 25/134 +[2025-02-27 03:27:44,441 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 26/134 +[2025-02-27 03:27:44,477 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 27/134 +[2025-02-27 03:27:44,509 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 28/134 +[2025-02-27 03:27:44,545 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 29/134 +[2025-02-27 03:27:44,578 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 30/134 +[2025-02-27 03:27:44,611 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 31/134 +[2025-02-27 03:27:44,642 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 32/134 +[2025-02-27 03:27:44,680 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 33/134 +[2025-02-27 03:27:44,712 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 34/134 +[2025-02-27 03:27:44,744 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 35/134 +[2025-02-27 03:27:44,785 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 36/134 +[2025-02-27 03:27:44,819 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 37/134 +[2025-02-27 03:27:44,851 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 38/134 +[2025-02-27 03:27:44,883 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 39/134 +[2025-02-27 03:27:44,915 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 40/134 +[2025-02-27 03:27:44,946 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 41/134 +[2025-02-27 03:27:44,979 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 42/134 +[2025-02-27 03:27:45,014 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 43/134 +[2025-02-27 03:27:45,043 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 44/134 +[2025-02-27 03:27:45,074 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 45/134 +[2025-02-27 03:27:45,109 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 46/134 +[2025-02-27 03:27:45,141 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 47/134 +[2025-02-27 03:27:45,171 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 48/134 +[2025-02-27 03:27:45,210 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 49/134 +[2025-02-27 03:27:45,272 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 50/134 +[2025-02-27 03:27:45,302 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 51/134 +[2025-02-27 03:27:45,356 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 52/134 +[2025-02-27 03:27:45,413 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 53/134 +[2025-02-27 03:27:45,445 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 54/134 +[2025-02-27 03:27:45,476 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 55/134 +[2025-02-27 03:27:45,507 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 56/134 +[2025-02-27 03:27:45,537 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 57/134 +[2025-02-27 03:27:45,567 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 58/134 +[2025-02-27 03:27:45,597 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 59/134 +[2025-02-27 03:27:45,628 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 60/134 +[2025-02-27 03:27:45,657 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 61/134 +[2025-02-27 03:27:45,693 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 62/134 +[2025-02-27 03:27:45,725 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 63/134 +[2025-02-27 03:27:45,756 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 64/134 +[2025-02-27 03:27:45,786 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 65/134 +[2025-02-27 03:27:45,817 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 66/134 +[2025-02-27 03:27:45,846 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 67/134 +[2025-02-27 03:27:45,877 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 68/134 +[2025-02-27 03:27:45,915 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 69/134 +[2025-02-27 03:27:45,947 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 70/134 +[2025-02-27 03:27:45,980 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 71/134 +[2025-02-27 03:27:46,010 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 72/134 +[2025-02-27 03:27:46,040 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 73/134 +[2025-02-27 03:27:46,072 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 74/134 +[2025-02-27 03:27:46,104 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 75/134 +[2025-02-27 03:27:46,134 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 76/134 +[2025-02-27 03:27:46,166 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 77/134 +[2025-02-27 03:27:46,198 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 78/134 +[2025-02-27 03:27:46,229 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 79/134 +[2025-02-27 03:27:46,260 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 80/134 +[2025-02-27 03:27:46,293 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 81/134 +[2025-02-27 03:27:46,329 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 82/134 +[2025-02-27 03:27:46,360 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 83/134 +[2025-02-27 03:27:46,415 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 84/134 +[2025-02-27 03:27:46,471 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 85/134 +[2025-02-27 03:27:46,524 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 86/134 +[2025-02-27 03:27:46,575 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 87/134 +[2025-02-27 03:27:46,632 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 88/134 +[2025-02-27 03:27:46,682 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 89/134 +[2025-02-27 03:27:46,736 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 90/134 +[2025-02-27 03:27:46,774 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 91/134 +[2025-02-27 03:27:46,832 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 92/134 +[2025-02-27 03:27:46,876 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 93/134 +[2025-02-27 03:27:46,915 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 94/134 +[2025-02-27 03:27:46,954 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 95/134 +[2025-02-27 03:27:47,017 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 96/134 +[2025-02-27 03:27:47,051 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 97/134 +[2025-02-27 03:27:47,086 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 98/134 +[2025-02-27 03:27:47,121 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 99/134 +[2025-02-27 03:27:47,154 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 100/134 +[2025-02-27 03:27:47,186 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 101/134 +[2025-02-27 03:27:47,219 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 102/134 +[2025-02-27 03:27:47,252 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 103/134 +[2025-02-27 03:27:47,284 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 104/134 +[2025-02-27 03:27:47,318 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 105/134 +[2025-02-27 03:27:47,353 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 106/134 +[2025-02-27 03:27:47,388 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 107/134 +[2025-02-27 03:27:47,420 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 108/134 +[2025-02-27 03:27:47,458 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 109/134 +[2025-02-27 03:27:47,489 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 110/134 +[2025-02-27 03:27:47,526 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 111/134 +[2025-02-27 03:27:47,563 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 112/134 +[2025-02-27 03:27:47,625 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 113/134 +[2025-02-27 03:27:47,658 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 114/134 +[2025-02-27 03:27:47,690 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 115/134 +[2025-02-27 03:27:47,730 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 116/134 +[2025-02-27 03:27:47,763 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 117/134 +[2025-02-27 03:27:47,796 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 118/134 +[2025-02-27 03:27:47,828 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 119/134 +[2025-02-27 03:27:47,863 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 120/134 +[2025-02-27 03:27:47,894 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 121/134 +[2025-02-27 03:27:47,926 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 122/134 +[2025-02-27 03:27:47,959 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 123/134 +[2025-02-27 03:27:48,020 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 124/134 +[2025-02-27 03:27:48,053 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 125/134 +[2025-02-27 03:27:48,084 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 126/134 +[2025-02-27 03:27:48,117 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 127/134 +[2025-02-27 03:27:48,174 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 128/134 +[2025-02-27 03:27:48,204 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 129/134 +[2025-02-27 03:27:48,234 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-02-27 03:27:48,263 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-02-27 03:27:48,294 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-02-27 03:27:48,329 INFO test.py line 201 943558] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-02-27 03:27:48,528 INFO test.py line 289 943558] Test: scene0131_01 [36/78]-172221 Batch 5.060 (5.485) Accuracy 0.8998 (0.7515) mIoU 0.3003 (0.6709) +[2025-02-27 03:27:48,567 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-02-27 03:27:48,595 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-02-27 03:27:48,622 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 2/131 +[2025-02-27 03:27:48,659 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 3/131 +[2025-02-27 03:27:48,691 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 4/131 +[2025-02-27 03:27:48,719 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 5/131 +[2025-02-27 03:27:48,754 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 6/131 +[2025-02-27 03:27:48,781 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 7/131 +[2025-02-27 03:27:48,813 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 8/131 +[2025-02-27 03:27:48,842 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 9/131 +[2025-02-27 03:27:48,870 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 10/131 +[2025-02-27 03:27:48,896 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 11/131 +[2025-02-27 03:27:48,923 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 12/131 +[2025-02-27 03:27:48,951 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 13/131 +[2025-02-27 03:27:48,980 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 14/131 +[2025-02-27 03:27:49,013 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 15/131 +[2025-02-27 03:27:49,050 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 16/131 +[2025-02-27 03:27:49,078 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 17/131 +[2025-02-27 03:27:49,106 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 18/131 +[2025-02-27 03:27:49,145 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 19/131 +[2025-02-27 03:27:49,173 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 20/131 +[2025-02-27 03:27:49,201 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 21/131 +[2025-02-27 03:27:49,230 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 22/131 +[2025-02-27 03:27:49,259 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 23/131 +[2025-02-27 03:27:49,288 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 24/131 +[2025-02-27 03:27:49,321 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 25/131 +[2025-02-27 03:27:49,353 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 26/131 +[2025-02-27 03:27:49,385 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 27/131 +[2025-02-27 03:27:49,413 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 28/131 +[2025-02-27 03:27:49,441 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 29/131 +[2025-02-27 03:27:49,470 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 30/131 +[2025-02-27 03:27:49,498 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 31/131 +[2025-02-27 03:27:49,525 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 32/131 +[2025-02-27 03:27:49,555 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 33/131 +[2025-02-27 03:27:49,583 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 34/131 +[2025-02-27 03:27:49,611 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 35/131 +[2025-02-27 03:27:49,638 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 36/131 +[2025-02-27 03:27:49,694 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 37/131 +[2025-02-27 03:27:49,721 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 38/131 +[2025-02-27 03:27:49,748 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 39/131 +[2025-02-27 03:27:49,776 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 40/131 +[2025-02-27 03:27:49,804 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 41/131 +[2025-02-27 03:27:49,832 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 42/131 +[2025-02-27 03:27:49,862 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 43/131 +[2025-02-27 03:27:49,888 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 44/131 +[2025-02-27 03:27:49,915 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 45/131 +[2025-02-27 03:27:49,944 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 46/131 +[2025-02-27 03:27:49,970 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 47/131 +[2025-02-27 03:27:50,000 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 48/131 +[2025-02-27 03:27:50,027 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 49/131 +[2025-02-27 03:27:50,056 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 50/131 +[2025-02-27 03:27:50,084 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 51/131 +[2025-02-27 03:27:50,112 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 52/131 +[2025-02-27 03:27:50,140 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 53/131 +[2025-02-27 03:27:50,169 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 54/131 +[2025-02-27 03:27:50,200 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 55/131 +[2025-02-27 03:27:50,230 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 56/131 +[2025-02-27 03:27:50,259 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 57/131 +[2025-02-27 03:27:50,286 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 58/131 +[2025-02-27 03:27:50,314 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 59/131 +[2025-02-27 03:27:50,343 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 60/131 +[2025-02-27 03:27:50,374 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 61/131 +[2025-02-27 03:27:50,402 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 62/131 +[2025-02-27 03:27:50,430 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 63/131 +[2025-02-27 03:27:50,457 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 64/131 +[2025-02-27 03:27:50,484 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 65/131 +[2025-02-27 03:27:50,512 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 66/131 +[2025-02-27 03:27:50,540 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 67/131 +[2025-02-27 03:27:50,566 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 68/131 +[2025-02-27 03:27:50,595 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 69/131 +[2025-02-27 03:27:50,622 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 70/131 +[2025-02-27 03:27:50,649 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 71/131 +[2025-02-27 03:27:50,676 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 72/131 +[2025-02-27 03:27:50,702 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 73/131 +[2025-02-27 03:27:50,729 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 74/131 +[2025-02-27 03:27:50,758 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 75/131 +[2025-02-27 03:27:50,787 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 76/131 +[2025-02-27 03:27:50,812 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 77/131 +[2025-02-27 03:27:50,841 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 78/131 +[2025-02-27 03:27:50,869 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 79/131 +[2025-02-27 03:27:50,901 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 80/131 +[2025-02-27 03:27:50,929 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 81/131 +[2025-02-27 03:27:50,956 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 82/131 +[2025-02-27 03:27:50,984 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 83/131 +[2025-02-27 03:27:51,012 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 84/131 +[2025-02-27 03:27:51,037 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 85/131 +[2025-02-27 03:27:51,065 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 86/131 +[2025-02-27 03:27:51,091 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 87/131 +[2025-02-27 03:27:51,120 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 88/131 +[2025-02-27 03:27:51,147 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 89/131 +[2025-02-27 03:27:51,177 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 90/131 +[2025-02-27 03:27:51,206 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 91/131 +[2025-02-27 03:27:51,233 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 92/131 +[2025-02-27 03:27:51,263 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 93/131 +[2025-02-27 03:27:51,295 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 94/131 +[2025-02-27 03:27:51,324 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 95/131 +[2025-02-27 03:27:51,354 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 96/131 +[2025-02-27 03:27:51,384 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 97/131 +[2025-02-27 03:27:51,413 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 98/131 +[2025-02-27 03:27:51,443 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 99/131 +[2025-02-27 03:27:51,473 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 100/131 +[2025-02-27 03:27:51,501 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 101/131 +[2025-02-27 03:27:51,537 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 102/131 +[2025-02-27 03:27:51,567 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 103/131 +[2025-02-27 03:27:51,596 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 104/131 +[2025-02-27 03:27:51,626 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 105/131 +[2025-02-27 03:27:51,653 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 106/131 +[2025-02-27 03:27:51,705 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 107/131 +[2025-02-27 03:27:51,734 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 108/131 +[2025-02-27 03:27:51,762 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 109/131 +[2025-02-27 03:27:51,790 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 110/131 +[2025-02-27 03:27:51,819 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 111/131 +[2025-02-27 03:27:51,846 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 112/131 +[2025-02-27 03:27:51,877 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 113/131 +[2025-02-27 03:27:51,907 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 114/131 +[2025-02-27 03:27:51,937 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 115/131 +[2025-02-27 03:27:51,964 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 116/131 +[2025-02-27 03:27:51,991 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 117/131 +[2025-02-27 03:27:52,019 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 118/131 +[2025-02-27 03:27:52,048 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 119/131 +[2025-02-27 03:27:52,077 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 120/131 +[2025-02-27 03:27:52,117 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 121/131 +[2025-02-27 03:27:52,150 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 122/131 +[2025-02-27 03:27:52,188 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 123/131 +[2025-02-27 03:27:52,217 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 124/131 +[2025-02-27 03:27:52,245 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 125/131 +[2025-02-27 03:27:52,285 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 126/131 +[2025-02-27 03:27:52,336 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 127/131 +[2025-02-27 03:27:52,424 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 128/131 +[2025-02-27 03:27:52,479 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 129/131 +[2025-02-27 03:27:52,533 INFO test.py line 201 943558] Test: 37/78-scene0086_00, Batch: 130/131 +[2025-02-27 03:27:52,710 INFO test.py line 289 943558] Test: scene0086_00 [37/78]-124572 Batch 4.181 (5.450) Accuracy 0.9042 (0.7526) mIoU 0.6023 (0.6721) +[2025-02-27 03:27:52,758 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 0/113 +[2025-02-27 03:27:52,791 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 1/113 +[2025-02-27 03:27:52,825 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 2/113 +[2025-02-27 03:27:52,870 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 3/113 +[2025-02-27 03:27:52,902 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 4/113 +[2025-02-27 03:27:52,935 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 5/113 +[2025-02-27 03:27:52,984 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 6/113 +[2025-02-27 03:27:53,013 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 7/113 +[2025-02-27 03:27:53,046 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 8/113 +[2025-02-27 03:27:53,079 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 9/113 +[2025-02-27 03:27:53,119 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 10/113 +[2025-02-27 03:27:53,157 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 11/113 +[2025-02-27 03:27:53,188 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 12/113 +[2025-02-27 03:27:53,232 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 13/113 +[2025-02-27 03:27:53,262 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 14/113 +[2025-02-27 03:27:53,301 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 15/113 +[2025-02-27 03:27:53,342 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 16/113 +[2025-02-27 03:27:53,374 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 17/113 +[2025-02-27 03:27:53,405 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 18/113 +[2025-02-27 03:27:53,436 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 19/113 +[2025-02-27 03:27:53,467 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 20/113 +[2025-02-27 03:27:53,498 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 21/113 +[2025-02-27 03:27:53,529 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 22/113 +[2025-02-27 03:27:53,560 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 23/113 +[2025-02-27 03:27:53,594 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 24/113 +[2025-02-27 03:27:53,624 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 25/113 +[2025-02-27 03:27:53,655 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 26/113 +[2025-02-27 03:27:53,685 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 27/113 +[2025-02-27 03:27:53,714 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 28/113 +[2025-02-27 03:27:53,742 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 29/113 +[2025-02-27 03:27:53,772 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 30/113 +[2025-02-27 03:27:53,802 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 31/113 +[2025-02-27 03:27:53,835 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 32/113 +[2025-02-27 03:27:53,865 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 33/113 +[2025-02-27 03:27:53,895 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 34/113 +[2025-02-27 03:27:53,924 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 35/113 +[2025-02-27 03:27:53,979 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 36/113 +[2025-02-27 03:27:54,009 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 37/113 +[2025-02-27 03:27:54,039 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 38/113 +[2025-02-27 03:27:54,068 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 39/113 +[2025-02-27 03:27:54,097 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 40/113 +[2025-02-27 03:27:54,137 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 41/113 +[2025-02-27 03:27:54,165 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 42/113 +[2025-02-27 03:27:54,197 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 43/113 +[2025-02-27 03:27:54,228 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 44/113 +[2025-02-27 03:27:54,257 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 45/113 +[2025-02-27 03:27:54,286 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 46/113 +[2025-02-27 03:27:54,316 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 47/113 +[2025-02-27 03:27:54,344 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 48/113 +[2025-02-27 03:27:54,374 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 49/113 +[2025-02-27 03:27:54,403 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 50/113 +[2025-02-27 03:27:54,437 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 51/113 +[2025-02-27 03:27:54,467 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 52/113 +[2025-02-27 03:27:54,499 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 53/113 +[2025-02-27 03:27:54,530 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 54/113 +[2025-02-27 03:27:54,557 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 55/113 +[2025-02-27 03:27:54,595 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 56/113 +[2025-02-27 03:27:54,635 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 57/113 +[2025-02-27 03:27:54,681 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 58/113 +[2025-02-27 03:27:54,724 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 59/113 +[2025-02-27 03:27:54,764 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 60/113 +[2025-02-27 03:27:54,799 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 61/113 +[2025-02-27 03:27:54,827 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 62/113 +[2025-02-27 03:27:54,863 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 63/113 +[2025-02-27 03:27:54,901 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 64/113 +[2025-02-27 03:27:54,933 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 65/113 +[2025-02-27 03:27:54,989 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 66/113 +[2025-02-27 03:27:55,018 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 67/113 +[2025-02-27 03:27:55,053 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 68/113 +[2025-02-27 03:27:55,083 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 69/113 +[2025-02-27 03:27:55,114 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 70/113 +[2025-02-27 03:27:55,143 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 71/113 +[2025-02-27 03:27:55,174 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 72/113 +[2025-02-27 03:27:55,210 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 73/113 +[2025-02-27 03:27:55,241 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 74/113 +[2025-02-27 03:27:55,288 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 75/113 +[2025-02-27 03:27:55,320 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 76/113 +[2025-02-27 03:27:55,350 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 77/113 +[2025-02-27 03:27:55,381 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 78/113 +[2025-02-27 03:27:55,413 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 79/113 +[2025-02-27 03:27:55,446 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 80/113 +[2025-02-27 03:27:55,477 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 81/113 +[2025-02-27 03:27:55,508 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 82/113 +[2025-02-27 03:27:55,539 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 83/113 +[2025-02-27 03:27:55,572 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 84/113 +[2025-02-27 03:27:55,602 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 85/113 +[2025-02-27 03:27:55,633 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 86/113 +[2025-02-27 03:27:55,668 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 87/113 +[2025-02-27 03:27:55,698 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 88/113 +[2025-02-27 03:27:55,730 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 89/113 +[2025-02-27 03:27:55,759 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 90/113 +[2025-02-27 03:27:55,789 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 91/113 +[2025-02-27 03:27:55,819 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 92/113 +[2025-02-27 03:27:55,851 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 93/113 +[2025-02-27 03:27:55,882 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 94/113 +[2025-02-27 03:27:55,913 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 95/113 +[2025-02-27 03:27:55,944 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 96/113 +[2025-02-27 03:27:55,974 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 97/113 +[2025-02-27 03:27:56,005 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 98/113 +[2025-02-27 03:27:56,036 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 99/113 +[2025-02-27 03:27:56,067 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 100/113 +[2025-02-27 03:27:56,096 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 101/113 +[2025-02-27 03:27:56,126 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 102/113 +[2025-02-27 03:27:56,157 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 103/113 +[2025-02-27 03:27:56,189 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 104/113 +[2025-02-27 03:27:56,222 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 105/113 +[2025-02-27 03:27:56,251 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 106/113 +[2025-02-27 03:27:56,282 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 107/113 +[2025-02-27 03:27:56,312 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 108/113 +[2025-02-27 03:27:56,344 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 109/113 +[2025-02-27 03:27:56,379 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 110/113 +[2025-02-27 03:27:56,414 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 111/113 +[2025-02-27 03:27:56,449 INFO test.py line 201 943558] Test: 38/78-scene0196_00, Batch: 112/113 +[2025-02-27 03:27:56,674 INFO test.py line 289 943558] Test: scene0196_00 [38/78]-146032 Batch 3.964 (5.411) Accuracy 0.9690 (0.7536) mIoU 0.7852 (0.6736) +[2025-02-27 03:27:56,719 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 0/129 +[2025-02-27 03:27:56,762 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 1/129 +[2025-02-27 03:27:56,799 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 2/129 +[2025-02-27 03:27:56,841 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 3/129 +[2025-02-27 03:27:56,878 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 4/129 +[2025-02-27 03:27:56,913 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 5/129 +[2025-02-27 03:27:56,949 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 6/129 +[2025-02-27 03:27:56,985 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 7/129 +[2025-02-27 03:27:57,024 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 8/129 +[2025-02-27 03:27:57,071 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 9/129 +[2025-02-27 03:27:57,108 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 10/129 +[2025-02-27 03:27:57,143 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 11/129 +[2025-02-27 03:27:57,186 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 12/129 +[2025-02-27 03:27:57,223 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 13/129 +[2025-02-27 03:27:57,260 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 14/129 +[2025-02-27 03:27:57,297 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 15/129 +[2025-02-27 03:27:57,334 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 16/129 +[2025-02-27 03:27:57,371 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 17/129 +[2025-02-27 03:27:57,407 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 18/129 +[2025-02-27 03:27:57,475 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 19/129 +[2025-02-27 03:27:57,512 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 20/129 +[2025-02-27 03:27:57,547 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 21/129 +[2025-02-27 03:27:57,585 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 22/129 +[2025-02-27 03:27:57,649 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 23/129 +[2025-02-27 03:27:57,684 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 24/129 +[2025-02-27 03:27:57,720 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 25/129 +[2025-02-27 03:27:57,772 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 26/129 +[2025-02-27 03:27:57,809 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 27/129 +[2025-02-27 03:27:57,845 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 28/129 +[2025-02-27 03:27:57,909 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 29/129 +[2025-02-27 03:27:57,947 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 30/129 +[2025-02-27 03:27:57,985 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 31/129 +[2025-02-27 03:27:58,052 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 32/129 +[2025-02-27 03:27:58,089 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 33/129 +[2025-02-27 03:27:58,149 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 34/129 +[2025-02-27 03:27:58,195 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 35/129 +[2025-02-27 03:27:58,241 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 36/129 +[2025-02-27 03:27:58,274 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 37/129 +[2025-02-27 03:27:58,309 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 38/129 +[2025-02-27 03:27:58,344 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 39/129 +[2025-02-27 03:27:58,380 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 40/129 +[2025-02-27 03:27:58,460 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 41/129 +[2025-02-27 03:27:58,496 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 42/129 +[2025-02-27 03:27:58,532 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 43/129 +[2025-02-27 03:27:58,580 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 44/129 +[2025-02-27 03:27:58,617 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 45/129 +[2025-02-27 03:27:58,652 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 46/129 +[2025-02-27 03:27:58,689 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 47/129 +[2025-02-27 03:27:58,724 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 48/129 +[2025-02-27 03:27:58,791 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 49/129 +[2025-02-27 03:27:58,834 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 50/129 +[2025-02-27 03:27:58,879 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 51/129 +[2025-02-27 03:27:58,923 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 52/129 +[2025-02-27 03:27:58,968 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 53/129 +[2025-02-27 03:27:59,011 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 54/129 +[2025-02-27 03:27:59,049 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 55/129 +[2025-02-27 03:27:59,084 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 56/129 +[2025-02-27 03:27:59,119 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 57/129 +[2025-02-27 03:27:59,156 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 58/129 +[2025-02-27 03:27:59,205 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 59/129 +[2025-02-27 03:27:59,253 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 60/129 +[2025-02-27 03:27:59,308 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 61/129 +[2025-02-27 03:27:59,355 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 62/129 +[2025-02-27 03:27:59,423 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 63/129 +[2025-02-27 03:27:59,474 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 64/129 +[2025-02-27 03:27:59,525 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 65/129 +[2025-02-27 03:27:59,568 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 66/129 +[2025-02-27 03:27:59,608 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 67/129 +[2025-02-27 03:27:59,650 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 68/129 +[2025-02-27 03:27:59,708 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 69/129 +[2025-02-27 03:27:59,742 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 70/129 +[2025-02-27 03:27:59,773 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 71/129 +[2025-02-27 03:27:59,818 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 72/129 +[2025-02-27 03:27:59,863 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 73/129 +[2025-02-27 03:27:59,905 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 74/129 +[2025-02-27 03:27:59,951 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 75/129 +[2025-02-27 03:28:00,030 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 76/129 +[2025-02-27 03:28:00,090 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 77/129 +[2025-02-27 03:28:00,134 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 78/129 +[2025-02-27 03:28:00,177 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 79/129 +[2025-02-27 03:28:00,232 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 80/129 +[2025-02-27 03:28:00,280 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 81/129 +[2025-02-27 03:28:00,327 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 82/129 +[2025-02-27 03:28:00,369 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 83/129 +[2025-02-27 03:28:00,422 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 84/129 +[2025-02-27 03:28:00,468 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 85/129 +[2025-02-27 03:28:00,515 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 86/129 +[2025-02-27 03:28:00,556 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 87/129 +[2025-02-27 03:28:00,601 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 88/129 +[2025-02-27 03:28:00,642 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 89/129 +[2025-02-27 03:28:00,683 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 90/129 +[2025-02-27 03:28:00,719 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 91/129 +[2025-02-27 03:28:00,752 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 92/129 +[2025-02-27 03:28:00,786 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 93/129 +[2025-02-27 03:28:00,819 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 94/129 +[2025-02-27 03:28:00,853 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 95/129 +[2025-02-27 03:28:00,886 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 96/129 +[2025-02-27 03:28:00,918 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 97/129 +[2025-02-27 03:28:00,952 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 98/129 +[2025-02-27 03:28:00,984 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 99/129 +[2025-02-27 03:28:01,017 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 100/129 +[2025-02-27 03:28:01,050 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 101/129 +[2025-02-27 03:28:01,094 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 102/129 +[2025-02-27 03:28:01,127 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 103/129 +[2025-02-27 03:28:01,160 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 104/129 +[2025-02-27 03:28:01,194 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 105/129 +[2025-02-27 03:28:01,227 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 106/129 +[2025-02-27 03:28:01,260 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 107/129 +[2025-02-27 03:28:01,292 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 108/129 +[2025-02-27 03:28:01,326 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 109/129 +[2025-02-27 03:28:01,371 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 110/129 +[2025-02-27 03:28:01,415 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 111/129 +[2025-02-27 03:28:01,448 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 112/129 +[2025-02-27 03:28:01,482 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 113/129 +[2025-02-27 03:28:01,518 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 114/129 +[2025-02-27 03:28:01,553 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 115/129 +[2025-02-27 03:28:01,586 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 116/129 +[2025-02-27 03:28:01,625 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 117/129 +[2025-02-27 03:28:01,658 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 118/129 +[2025-02-27 03:28:01,701 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 119/129 +[2025-02-27 03:28:01,740 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 120/129 +[2025-02-27 03:28:01,783 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 121/129 +[2025-02-27 03:28:01,832 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 122/129 +[2025-02-27 03:28:01,887 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 123/129 +[2025-02-27 03:28:01,934 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 124/129 +[2025-02-27 03:28:01,987 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 125/129 +[2025-02-27 03:28:02,045 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-02-27 03:28:02,091 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-02-27 03:28:02,137 INFO test.py line 201 943558] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-02-27 03:28:02,413 INFO test.py line 289 943558] Test: scene0050_00 [39/78]-211406 Batch 5.738 (5.419) Accuracy 0.7142 (0.7492) mIoU 0.3520 (0.6658) +[2025-02-27 03:28:02,481 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-02-27 03:28:02,554 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-02-27 03:28:02,605 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-02-27 03:28:02,652 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-02-27 03:28:02,695 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-02-27 03:28:02,740 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 5/138 +[2025-02-27 03:28:02,829 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 6/138 +[2025-02-27 03:28:02,884 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 7/138 +[2025-02-27 03:28:02,943 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 8/138 +[2025-02-27 03:28:03,004 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 9/138 +[2025-02-27 03:28:03,069 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 10/138 +[2025-02-27 03:28:03,148 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 11/138 +[2025-02-27 03:28:03,220 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 12/138 +[2025-02-27 03:28:03,280 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 13/138 +[2025-02-27 03:28:03,339 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 14/138 +[2025-02-27 03:28:03,414 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 15/138 +[2025-02-27 03:28:03,458 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 16/138 +[2025-02-27 03:28:03,504 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 17/138 +[2025-02-27 03:28:03,569 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 18/138 +[2025-02-27 03:28:03,614 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 19/138 +[2025-02-27 03:28:03,658 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 20/138 +[2025-02-27 03:28:03,740 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 21/138 +[2025-02-27 03:28:03,825 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 22/138 +[2025-02-27 03:28:03,882 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 23/138 +[2025-02-27 03:28:03,940 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 24/138 +[2025-02-27 03:28:03,996 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 25/138 +[2025-02-27 03:28:04,067 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 26/138 +[2025-02-27 03:28:04,127 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 27/138 +[2025-02-27 03:28:04,192 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 28/138 +[2025-02-27 03:28:04,264 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 29/138 +[2025-02-27 03:28:04,332 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 30/138 +[2025-02-27 03:28:04,393 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 31/138 +[2025-02-27 03:28:04,457 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 32/138 +[2025-02-27 03:28:04,522 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 33/138 +[2025-02-27 03:28:04,598 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 34/138 +[2025-02-27 03:28:04,651 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 35/138 +[2025-02-27 03:28:04,706 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 36/138 +[2025-02-27 03:28:04,763 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 37/138 +[2025-02-27 03:28:04,818 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 38/138 +[2025-02-27 03:28:04,863 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 39/138 +[2025-02-27 03:28:04,905 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 40/138 +[2025-02-27 03:28:04,947 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 41/138 +[2025-02-27 03:28:04,989 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 42/138 +[2025-02-27 03:28:05,031 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 43/138 +[2025-02-27 03:28:05,079 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 44/138 +[2025-02-27 03:28:05,131 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 45/138 +[2025-02-27 03:28:05,195 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 46/138 +[2025-02-27 03:28:05,261 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 47/138 +[2025-02-27 03:28:05,341 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 48/138 +[2025-02-27 03:28:05,422 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 49/138 +[2025-02-27 03:28:05,501 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 50/138 +[2025-02-27 03:28:05,565 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 51/138 +[2025-02-27 03:28:05,618 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 52/138 +[2025-02-27 03:28:05,677 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 53/138 +[2025-02-27 03:28:05,735 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 54/138 +[2025-02-27 03:28:05,782 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 55/138 +[2025-02-27 03:28:05,828 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 56/138 +[2025-02-27 03:28:05,876 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 57/138 +[2025-02-27 03:28:05,922 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 58/138 +[2025-02-27 03:28:05,990 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 59/138 +[2025-02-27 03:28:06,037 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 60/138 +[2025-02-27 03:28:06,083 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 61/138 +[2025-02-27 03:28:06,130 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 62/138 +[2025-02-27 03:28:06,171 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 63/138 +[2025-02-27 03:28:06,212 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 64/138 +[2025-02-27 03:28:06,257 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 65/138 +[2025-02-27 03:28:06,299 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 66/138 +[2025-02-27 03:28:06,341 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 67/138 +[2025-02-27 03:28:06,382 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 68/138 +[2025-02-27 03:28:06,443 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 69/138 +[2025-02-27 03:28:06,495 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 70/138 +[2025-02-27 03:28:06,550 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 71/138 +[2025-02-27 03:28:06,603 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 72/138 +[2025-02-27 03:28:06,655 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 73/138 +[2025-02-27 03:28:06,703 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 74/138 +[2025-02-27 03:28:06,749 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 75/138 +[2025-02-27 03:28:06,792 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 76/138 +[2025-02-27 03:28:06,833 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 77/138 +[2025-02-27 03:28:06,873 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 78/138 +[2025-02-27 03:28:06,913 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 79/138 +[2025-02-27 03:28:06,957 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 80/138 +[2025-02-27 03:28:06,998 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 81/138 +[2025-02-27 03:28:07,049 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 82/138 +[2025-02-27 03:28:07,089 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 83/138 +[2025-02-27 03:28:07,134 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 84/138 +[2025-02-27 03:28:07,179 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 85/138 +[2025-02-27 03:28:07,224 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 86/138 +[2025-02-27 03:28:07,273 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 87/138 +[2025-02-27 03:28:07,316 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 88/138 +[2025-02-27 03:28:07,361 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 89/138 +[2025-02-27 03:28:07,438 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 90/138 +[2025-02-27 03:28:07,487 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 91/138 +[2025-02-27 03:28:07,544 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 92/138 +[2025-02-27 03:28:07,593 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 93/138 +[2025-02-27 03:28:07,642 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 94/138 +[2025-02-27 03:28:07,686 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 95/138 +[2025-02-27 03:28:07,732 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 96/138 +[2025-02-27 03:28:07,777 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 97/138 +[2025-02-27 03:28:07,831 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 98/138 +[2025-02-27 03:28:07,886 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 99/138 +[2025-02-27 03:28:07,937 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 100/138 +[2025-02-27 03:28:07,981 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 101/138 +[2025-02-27 03:28:08,025 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 102/138 +[2025-02-27 03:28:08,070 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 103/138 +[2025-02-27 03:28:08,114 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 104/138 +[2025-02-27 03:28:08,164 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 105/138 +[2025-02-27 03:28:08,212 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 106/138 +[2025-02-27 03:28:08,255 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 107/138 +[2025-02-27 03:28:08,299 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 108/138 +[2025-02-27 03:28:08,345 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 109/138 +[2025-02-27 03:28:08,389 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 110/138 +[2025-02-27 03:28:08,434 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 111/138 +[2025-02-27 03:28:08,479 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 112/138 +[2025-02-27 03:28:08,524 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 113/138 +[2025-02-27 03:28:08,568 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 114/138 +[2025-02-27 03:28:08,612 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 115/138 +[2025-02-27 03:28:08,657 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 116/138 +[2025-02-27 03:28:08,700 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 117/138 +[2025-02-27 03:28:08,744 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 118/138 +[2025-02-27 03:28:08,788 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 119/138 +[2025-02-27 03:28:08,832 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 120/138 +[2025-02-27 03:28:08,875 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 121/138 +[2025-02-27 03:28:08,920 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 122/138 +[2025-02-27 03:28:08,963 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 123/138 +[2025-02-27 03:28:09,007 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 124/138 +[2025-02-27 03:28:09,050 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 125/138 +[2025-02-27 03:28:09,094 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 126/138 +[2025-02-27 03:28:09,137 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 127/138 +[2025-02-27 03:28:09,179 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 128/138 +[2025-02-27 03:28:09,222 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 129/138 +[2025-02-27 03:28:09,264 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 130/138 +[2025-02-27 03:28:09,306 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 131/138 +[2025-02-27 03:28:09,348 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 132/138 +[2025-02-27 03:28:09,390 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 133/138 +[2025-02-27 03:28:09,432 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 134/138 +[2025-02-27 03:28:09,475 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 135/138 +[2025-02-27 03:28:09,517 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 136/138 +[2025-02-27 03:28:09,561 INFO test.py line 201 943558] Test: 40/78-scene0616_00, Batch: 137/138 +[2025-02-27 03:28:09,914 INFO test.py line 289 943558] Test: scene0616_00 [40/78]-310248 Batch 7.501 (5.471) Accuracy 0.8314 (0.7424) mIoU 0.5503 (0.6602) +[2025-02-27 03:28:09,954 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-02-27 03:28:09,989 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-02-27 03:28:10,024 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-02-27 03:28:10,071 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 3/142 +[2025-02-27 03:28:10,105 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 4/142 +[2025-02-27 03:28:10,140 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 5/142 +[2025-02-27 03:28:10,174 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 6/142 +[2025-02-27 03:28:10,208 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 7/142 +[2025-02-27 03:28:10,246 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 8/142 +[2025-02-27 03:28:10,288 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 9/142 +[2025-02-27 03:28:10,330 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 10/142 +[2025-02-27 03:28:10,378 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 11/142 +[2025-02-27 03:28:10,424 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 12/142 +[2025-02-27 03:28:10,469 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 13/142 +[2025-02-27 03:28:10,515 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 14/142 +[2025-02-27 03:28:10,551 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 15/142 +[2025-02-27 03:28:10,588 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 16/142 +[2025-02-27 03:28:10,625 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 17/142 +[2025-02-27 03:28:10,670 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 18/142 +[2025-02-27 03:28:10,725 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 19/142 +[2025-02-27 03:28:10,777 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 20/142 +[2025-02-27 03:28:10,821 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 21/142 +[2025-02-27 03:28:10,866 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 22/142 +[2025-02-27 03:28:10,905 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 23/142 +[2025-02-27 03:28:10,947 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 24/142 +[2025-02-27 03:28:10,999 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 25/142 +[2025-02-27 03:28:11,052 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 26/142 +[2025-02-27 03:28:11,092 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 27/142 +[2025-02-27 03:28:11,126 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 28/142 +[2025-02-27 03:28:11,162 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 29/142 +[2025-02-27 03:28:11,198 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 30/142 +[2025-02-27 03:28:11,232 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 31/142 +[2025-02-27 03:28:11,267 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 32/142 +[2025-02-27 03:28:11,302 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 33/142 +[2025-02-27 03:28:11,336 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 34/142 +[2025-02-27 03:28:11,371 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 35/142 +[2025-02-27 03:28:11,404 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 36/142 +[2025-02-27 03:28:11,439 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 37/142 +[2025-02-27 03:28:11,474 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 38/142 +[2025-02-27 03:28:11,508 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 39/142 +[2025-02-27 03:28:11,542 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 40/142 +[2025-02-27 03:28:11,577 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 41/142 +[2025-02-27 03:28:11,611 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 42/142 +[2025-02-27 03:28:11,644 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 43/142 +[2025-02-27 03:28:11,678 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 44/142 +[2025-02-27 03:28:11,719 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 45/142 +[2025-02-27 03:28:11,753 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 46/142 +[2025-02-27 03:28:11,791 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 47/142 +[2025-02-27 03:28:11,824 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 48/142 +[2025-02-27 03:28:11,858 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 49/142 +[2025-02-27 03:28:11,893 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 50/142 +[2025-02-27 03:28:11,927 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 51/142 +[2025-02-27 03:28:11,961 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 52/142 +[2025-02-27 03:28:11,994 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 53/142 +[2025-02-27 03:28:12,027 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 54/142 +[2025-02-27 03:28:12,060 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 55/142 +[2025-02-27 03:28:12,094 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 56/142 +[2025-02-27 03:28:12,127 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 57/142 +[2025-02-27 03:28:12,162 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 58/142 +[2025-02-27 03:28:12,195 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 59/142 +[2025-02-27 03:28:12,228 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 60/142 +[2025-02-27 03:28:12,273 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 61/142 +[2025-02-27 03:28:12,308 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 62/142 +[2025-02-27 03:28:12,343 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 63/142 +[2025-02-27 03:28:12,378 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 64/142 +[2025-02-27 03:28:12,412 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 65/142 +[2025-02-27 03:28:12,445 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 66/142 +[2025-02-27 03:28:12,478 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 67/142 +[2025-02-27 03:28:12,513 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 68/142 +[2025-02-27 03:28:12,547 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 69/142 +[2025-02-27 03:28:12,581 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 70/142 +[2025-02-27 03:28:12,614 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 71/142 +[2025-02-27 03:28:12,649 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 72/142 +[2025-02-27 03:28:12,682 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 73/142 +[2025-02-27 03:28:12,716 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 74/142 +[2025-02-27 03:28:12,750 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 75/142 +[2025-02-27 03:28:12,782 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 76/142 +[2025-02-27 03:28:12,815 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 77/142 +[2025-02-27 03:28:12,851 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 78/142 +[2025-02-27 03:28:12,883 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 79/142 +[2025-02-27 03:28:12,919 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 80/142 +[2025-02-27 03:28:12,952 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 81/142 +[2025-02-27 03:28:12,985 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 82/142 +[2025-02-27 03:28:13,018 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 83/142 +[2025-02-27 03:28:13,061 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 84/142 +[2025-02-27 03:28:13,094 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 85/142 +[2025-02-27 03:28:13,151 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 86/142 +[2025-02-27 03:28:13,187 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 87/142 +[2025-02-27 03:28:13,223 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 88/142 +[2025-02-27 03:28:13,260 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 89/142 +[2025-02-27 03:28:13,297 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 90/142 +[2025-02-27 03:28:13,333 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 91/142 +[2025-02-27 03:28:13,369 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 92/142 +[2025-02-27 03:28:13,412 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 93/142 +[2025-02-27 03:28:13,447 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 94/142 +[2025-02-27 03:28:13,487 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 95/142 +[2025-02-27 03:28:13,530 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 96/142 +[2025-02-27 03:28:13,567 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 97/142 +[2025-02-27 03:28:13,604 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 98/142 +[2025-02-27 03:28:13,640 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 99/142 +[2025-02-27 03:28:13,676 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 100/142 +[2025-02-27 03:28:13,712 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 101/142 +[2025-02-27 03:28:13,755 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 102/142 +[2025-02-27 03:28:13,791 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 103/142 +[2025-02-27 03:28:13,834 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 104/142 +[2025-02-27 03:28:13,870 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 105/142 +[2025-02-27 03:28:13,924 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 106/142 +[2025-02-27 03:28:13,961 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 107/142 +[2025-02-27 03:28:13,996 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 108/142 +[2025-02-27 03:28:14,032 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 109/142 +[2025-02-27 03:28:14,067 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 110/142 +[2025-02-27 03:28:14,107 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 111/142 +[2025-02-27 03:28:14,142 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 112/142 +[2025-02-27 03:28:14,177 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 113/142 +[2025-02-27 03:28:14,212 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 114/142 +[2025-02-27 03:28:14,248 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 115/142 +[2025-02-27 03:28:14,284 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 116/142 +[2025-02-27 03:28:14,319 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 117/142 +[2025-02-27 03:28:14,355 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 118/142 +[2025-02-27 03:28:14,391 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 119/142 +[2025-02-27 03:28:14,427 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 120/142 +[2025-02-27 03:28:14,462 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 121/142 +[2025-02-27 03:28:14,497 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 122/142 +[2025-02-27 03:28:14,532 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 123/142 +[2025-02-27 03:28:14,570 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 124/142 +[2025-02-27 03:28:14,606 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 125/142 +[2025-02-27 03:28:14,642 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 126/142 +[2025-02-27 03:28:14,680 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 127/142 +[2025-02-27 03:28:14,717 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 128/142 +[2025-02-27 03:28:14,753 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 129/142 +[2025-02-27 03:28:14,789 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 130/142 +[2025-02-27 03:28:14,824 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 131/142 +[2025-02-27 03:28:14,864 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 132/142 +[2025-02-27 03:28:14,899 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 133/142 +[2025-02-27 03:28:14,934 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 134/142 +[2025-02-27 03:28:14,969 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 135/142 +[2025-02-27 03:28:15,004 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 136/142 +[2025-02-27 03:28:15,040 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 137/142 +[2025-02-27 03:28:15,078 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 138/142 +[2025-02-27 03:28:15,114 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 139/142 +[2025-02-27 03:28:15,149 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 140/142 +[2025-02-27 03:28:15,183 INFO test.py line 201 943558] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-02-27 03:28:15,430 INFO test.py line 289 943558] Test: scene0095_00 [41/78]-214895 Batch 5.515 (5.472) Accuracy 0.8905 (0.7420) mIoU 0.5407 (0.6600) +[2025-02-27 03:28:15,459 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-02-27 03:28:15,500 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 1/139 +[2025-02-27 03:28:15,528 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 2/139 +[2025-02-27 03:28:15,557 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 3/139 +[2025-02-27 03:28:15,584 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 4/139 +[2025-02-27 03:28:15,609 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 5/139 +[2025-02-27 03:28:15,634 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 6/139 +[2025-02-27 03:28:15,660 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 7/139 +[2025-02-27 03:28:15,689 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 8/139 +[2025-02-27 03:28:15,714 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 9/139 +[2025-02-27 03:28:15,739 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 10/139 +[2025-02-27 03:28:15,771 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 11/139 +[2025-02-27 03:28:15,797 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 12/139 +[2025-02-27 03:28:15,822 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 13/139 +[2025-02-27 03:28:15,848 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 14/139 +[2025-02-27 03:28:15,873 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 15/139 +[2025-02-27 03:28:15,897 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 16/139 +[2025-02-27 03:28:15,927 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 17/139 +[2025-02-27 03:28:15,953 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 18/139 +[2025-02-27 03:28:15,984 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 19/139 +[2025-02-27 03:28:16,018 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 20/139 +[2025-02-27 03:28:16,046 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 21/139 +[2025-02-27 03:28:16,078 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 22/139 +[2025-02-27 03:28:16,102 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 23/139 +[2025-02-27 03:28:16,134 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 24/139 +[2025-02-27 03:28:16,161 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 25/139 +[2025-02-27 03:28:16,186 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 26/139 +[2025-02-27 03:28:16,206 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 27/139 +[2025-02-27 03:28:16,227 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 28/139 +[2025-02-27 03:28:16,247 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 29/139 +[2025-02-27 03:28:16,267 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 30/139 +[2025-02-27 03:28:16,288 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 31/139 +[2025-02-27 03:28:16,309 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 32/139 +[2025-02-27 03:28:16,329 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 33/139 +[2025-02-27 03:28:16,350 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 34/139 +[2025-02-27 03:28:16,380 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 35/139 +[2025-02-27 03:28:16,401 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 36/139 +[2025-02-27 03:28:16,420 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 37/139 +[2025-02-27 03:28:16,441 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 38/139 +[2025-02-27 03:28:16,462 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 39/139 +[2025-02-27 03:28:16,484 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 40/139 +[2025-02-27 03:28:16,507 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 41/139 +[2025-02-27 03:28:16,527 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 42/139 +[2025-02-27 03:28:16,548 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 43/139 +[2025-02-27 03:28:16,568 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 44/139 +[2025-02-27 03:28:16,587 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 45/139 +[2025-02-27 03:28:16,627 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 46/139 +[2025-02-27 03:28:16,647 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 47/139 +[2025-02-27 03:28:16,673 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 48/139 +[2025-02-27 03:28:16,693 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 49/139 +[2025-02-27 03:28:16,739 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 50/139 +[2025-02-27 03:28:16,761 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 51/139 +[2025-02-27 03:28:16,780 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 52/139 +[2025-02-27 03:28:16,799 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 53/139 +[2025-02-27 03:28:16,820 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 54/139 +[2025-02-27 03:28:16,838 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 55/139 +[2025-02-27 03:28:16,858 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 56/139 +[2025-02-27 03:28:16,878 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 57/139 +[2025-02-27 03:28:16,899 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 58/139 +[2025-02-27 03:28:16,919 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 59/139 +[2025-02-27 03:28:16,939 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 60/139 +[2025-02-27 03:28:16,959 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 61/139 +[2025-02-27 03:28:16,979 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 62/139 +[2025-02-27 03:28:17,002 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 63/139 +[2025-02-27 03:28:17,025 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 64/139 +[2025-02-27 03:28:17,049 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 65/139 +[2025-02-27 03:28:17,068 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 66/139 +[2025-02-27 03:28:17,105 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 67/139 +[2025-02-27 03:28:17,133 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 68/139 +[2025-02-27 03:28:17,152 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 69/139 +[2025-02-27 03:28:17,172 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 70/139 +[2025-02-27 03:28:17,191 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 71/139 +[2025-02-27 03:28:17,212 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 72/139 +[2025-02-27 03:28:17,231 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 73/139 +[2025-02-27 03:28:17,251 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 74/139 +[2025-02-27 03:28:17,271 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 75/139 +[2025-02-27 03:28:17,291 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 76/139 +[2025-02-27 03:28:17,313 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 77/139 +[2025-02-27 03:28:17,334 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 78/139 +[2025-02-27 03:28:17,355 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 79/139 +[2025-02-27 03:28:17,376 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 80/139 +[2025-02-27 03:28:17,397 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 81/139 +[2025-02-27 03:28:17,419 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 82/139 +[2025-02-27 03:28:17,443 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 83/139 +[2025-02-27 03:28:17,463 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 84/139 +[2025-02-27 03:28:17,486 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 85/139 +[2025-02-27 03:28:17,511 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 86/139 +[2025-02-27 03:28:17,531 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 87/139 +[2025-02-27 03:28:17,551 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 88/139 +[2025-02-27 03:28:17,572 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 89/139 +[2025-02-27 03:28:17,592 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 90/139 +[2025-02-27 03:28:17,615 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 91/139 +[2025-02-27 03:28:17,636 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 92/139 +[2025-02-27 03:28:17,665 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 93/139 +[2025-02-27 03:28:17,686 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 94/139 +[2025-02-27 03:28:17,711 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 95/139 +[2025-02-27 03:28:17,734 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 96/139 +[2025-02-27 03:28:17,755 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 97/139 +[2025-02-27 03:28:17,776 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 98/139 +[2025-02-27 03:28:17,796 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 99/139 +[2025-02-27 03:28:17,819 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 100/139 +[2025-02-27 03:28:17,838 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 101/139 +[2025-02-27 03:28:17,858 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 102/139 +[2025-02-27 03:28:17,903 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 103/139 +[2025-02-27 03:28:17,923 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 104/139 +[2025-02-27 03:28:17,953 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 105/139 +[2025-02-27 03:28:17,977 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 106/139 +[2025-02-27 03:28:17,998 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 107/139 +[2025-02-27 03:28:18,018 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 108/139 +[2025-02-27 03:28:18,040 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 109/139 +[2025-02-27 03:28:18,059 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 110/139 +[2025-02-27 03:28:18,082 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 111/139 +[2025-02-27 03:28:18,104 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 112/139 +[2025-02-27 03:28:18,123 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 113/139 +[2025-02-27 03:28:18,149 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 114/139 +[2025-02-27 03:28:18,171 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 115/139 +[2025-02-27 03:28:18,194 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 116/139 +[2025-02-27 03:28:18,213 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 117/139 +[2025-02-27 03:28:18,234 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 118/139 +[2025-02-27 03:28:18,254 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 119/139 +[2025-02-27 03:28:18,274 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 120/139 +[2025-02-27 03:28:18,295 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 121/139 +[2025-02-27 03:28:18,315 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 122/139 +[2025-02-27 03:28:18,335 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 123/139 +[2025-02-27 03:28:18,356 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 124/139 +[2025-02-27 03:28:18,376 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 125/139 +[2025-02-27 03:28:18,395 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 126/139 +[2025-02-27 03:28:18,417 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 127/139 +[2025-02-27 03:28:18,440 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 128/139 +[2025-02-27 03:28:18,460 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 129/139 +[2025-02-27 03:28:18,478 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 130/139 +[2025-02-27 03:28:18,500 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 131/139 +[2025-02-27 03:28:18,525 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 132/139 +[2025-02-27 03:28:18,552 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 133/139 +[2025-02-27 03:28:18,573 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 134/139 +[2025-02-27 03:28:18,597 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 135/139 +[2025-02-27 03:28:18,618 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 136/139 +[2025-02-27 03:28:18,667 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 137/139 +[2025-02-27 03:28:18,697 INFO test.py line 201 943558] Test: 42/78-scene0701_01, Batch: 138/139 +[2025-02-27 03:28:18,829 INFO test.py line 289 943558] Test: scene0701_01 [42/78]-77206 Batch 3.399 (5.423) Accuracy 0.9707 (0.7451) mIoU 0.6385 (0.6665) +[2025-02-27 03:28:18,861 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-02-27 03:28:18,886 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-02-27 03:28:18,915 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-02-27 03:28:18,937 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-02-27 03:28:18,955 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-02-27 03:28:18,975 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-02-27 03:28:18,993 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-02-27 03:28:19,012 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-02-27 03:28:19,031 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-02-27 03:28:19,051 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-02-27 03:28:19,071 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-02-27 03:28:19,091 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 11/112 +[2025-02-27 03:28:19,111 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 12/112 +[2025-02-27 03:28:19,132 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 13/112 +[2025-02-27 03:28:19,153 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 14/112 +[2025-02-27 03:28:19,173 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 15/112 +[2025-02-27 03:28:19,194 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 16/112 +[2025-02-27 03:28:19,212 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 17/112 +[2025-02-27 03:28:19,232 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 18/112 +[2025-02-27 03:28:19,253 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 19/112 +[2025-02-27 03:28:19,272 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 20/112 +[2025-02-27 03:28:19,300 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 21/112 +[2025-02-27 03:28:19,319 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 22/112 +[2025-02-27 03:28:19,339 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 23/112 +[2025-02-27 03:28:19,359 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 24/112 +[2025-02-27 03:28:19,382 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 25/112 +[2025-02-27 03:28:19,425 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 26/112 +[2025-02-27 03:28:19,448 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 27/112 +[2025-02-27 03:28:19,469 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 28/112 +[2025-02-27 03:28:19,488 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 29/112 +[2025-02-27 03:28:19,517 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 30/112 +[2025-02-27 03:28:19,538 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 31/112 +[2025-02-27 03:28:19,560 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 32/112 +[2025-02-27 03:28:19,598 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 33/112 +[2025-02-27 03:28:19,618 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 34/112 +[2025-02-27 03:28:19,640 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 35/112 +[2025-02-27 03:28:19,660 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 36/112 +[2025-02-27 03:28:19,681 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 37/112 +[2025-02-27 03:28:19,707 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 38/112 +[2025-02-27 03:28:19,729 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 39/112 +[2025-02-27 03:28:19,750 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 40/112 +[2025-02-27 03:28:19,770 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 41/112 +[2025-02-27 03:28:19,802 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 42/112 +[2025-02-27 03:28:19,827 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 43/112 +[2025-02-27 03:28:19,850 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 44/112 +[2025-02-27 03:28:19,870 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 45/112 +[2025-02-27 03:28:19,890 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 46/112 +[2025-02-27 03:28:19,911 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 47/112 +[2025-02-27 03:28:19,935 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 48/112 +[2025-02-27 03:28:19,956 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 49/112 +[2025-02-27 03:28:19,977 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 50/112 +[2025-02-27 03:28:20,010 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 51/112 +[2025-02-27 03:28:20,031 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 52/112 +[2025-02-27 03:28:20,053 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 53/112 +[2025-02-27 03:28:20,091 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 54/112 +[2025-02-27 03:28:20,111 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 55/112 +[2025-02-27 03:28:20,153 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 56/112 +[2025-02-27 03:28:20,174 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 57/112 +[2025-02-27 03:28:20,203 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 58/112 +[2025-02-27 03:28:20,232 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 59/112 +[2025-02-27 03:28:20,270 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 60/112 +[2025-02-27 03:28:20,290 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 61/112 +[2025-02-27 03:28:20,329 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 62/112 +[2025-02-27 03:28:20,353 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 63/112 +[2025-02-27 03:28:20,373 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 64/112 +[2025-02-27 03:28:20,397 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 65/112 +[2025-02-27 03:28:20,417 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 66/112 +[2025-02-27 03:28:20,456 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 67/112 +[2025-02-27 03:28:20,476 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 68/112 +[2025-02-27 03:28:20,498 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 69/112 +[2025-02-27 03:28:20,524 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 70/112 +[2025-02-27 03:28:20,571 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 71/112 +[2025-02-27 03:28:20,596 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 72/112 +[2025-02-27 03:28:20,621 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 73/112 +[2025-02-27 03:28:20,641 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 74/112 +[2025-02-27 03:28:20,661 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 75/112 +[2025-02-27 03:28:20,683 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 76/112 +[2025-02-27 03:28:20,710 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 77/112 +[2025-02-27 03:28:20,756 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 78/112 +[2025-02-27 03:28:20,786 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 79/112 +[2025-02-27 03:28:20,814 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 80/112 +[2025-02-27 03:28:20,843 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 81/112 +[2025-02-27 03:28:20,894 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 82/112 +[2025-02-27 03:28:20,915 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 83/112 +[2025-02-27 03:28:20,936 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 84/112 +[2025-02-27 03:28:20,983 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 85/112 +[2025-02-27 03:28:21,007 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 86/112 +[2025-02-27 03:28:21,029 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 87/112 +[2025-02-27 03:28:21,049 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 88/112 +[2025-02-27 03:28:21,070 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 89/112 +[2025-02-27 03:28:21,091 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 90/112 +[2025-02-27 03:28:21,112 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 91/112 +[2025-02-27 03:28:21,134 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 92/112 +[2025-02-27 03:28:21,159 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 93/112 +[2025-02-27 03:28:21,190 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 94/112 +[2025-02-27 03:28:21,209 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 95/112 +[2025-02-27 03:28:21,230 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 96/112 +[2025-02-27 03:28:21,248 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 97/112 +[2025-02-27 03:28:21,275 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 98/112 +[2025-02-27 03:28:21,295 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 99/112 +[2025-02-27 03:28:21,314 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 100/112 +[2025-02-27 03:28:21,335 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 101/112 +[2025-02-27 03:28:21,356 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 102/112 +[2025-02-27 03:28:21,376 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 103/112 +[2025-02-27 03:28:21,398 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 104/112 +[2025-02-27 03:28:21,418 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 105/112 +[2025-02-27 03:28:21,439 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 106/112 +[2025-02-27 03:28:21,489 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 107/112 +[2025-02-27 03:28:21,511 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 108/112 +[2025-02-27 03:28:21,535 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 109/112 +[2025-02-27 03:28:21,555 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 110/112 +[2025-02-27 03:28:21,575 INFO test.py line 201 943558] Test: 43/78-scene0406_01, Batch: 111/112 +[2025-02-27 03:28:21,622 INFO test.py line 289 943558] Test: scene0406_01 [43/78]-45557 Batch 2.793 (5.362) Accuracy 0.9876 (0.7470) mIoU 0.8777 (0.6697) +[2025-02-27 03:28:22,970 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 0/118 +[2025-02-27 03:28:23,040 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 1/118 +[2025-02-27 03:28:23,120 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 2/118 +[2025-02-27 03:28:23,206 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 3/118 +[2025-02-27 03:28:23,273 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 4/118 +[2025-02-27 03:28:23,351 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 5/118 +[2025-02-27 03:28:23,445 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 6/118 +[2025-02-27 03:28:23,499 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 7/118 +[2025-02-27 03:28:23,555 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 8/118 +[2025-02-27 03:28:23,607 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 9/118 +[2025-02-27 03:28:23,670 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 10/118 +[2025-02-27 03:28:23,729 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 11/118 +[2025-02-27 03:28:23,787 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 12/118 +[2025-02-27 03:28:23,839 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 13/118 +[2025-02-27 03:28:23,889 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 14/118 +[2025-02-27 03:28:23,942 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 15/118 +[2025-02-27 03:28:23,994 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 16/118 +[2025-02-27 03:28:24,050 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 17/118 +[2025-02-27 03:28:24,113 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 18/118 +[2025-02-27 03:28:24,181 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 19/118 +[2025-02-27 03:28:24,246 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 20/118 +[2025-02-27 03:28:24,454 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 21/118 +[2025-02-27 03:28:24,534 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 22/118 +[2025-02-27 03:28:24,593 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 23/118 +[2025-02-27 03:28:24,685 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 24/118 +[2025-02-27 03:28:24,768 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 25/118 +[2025-02-27 03:28:24,820 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 26/118 +[2025-02-27 03:28:24,897 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 27/118 +[2025-02-27 03:28:24,976 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 28/118 +[2025-02-27 03:28:25,027 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 29/118 +[2025-02-27 03:28:25,078 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 30/118 +[2025-02-27 03:28:25,156 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 31/118 +[2025-02-27 03:28:25,219 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 32/118 +[2025-02-27 03:28:25,272 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 33/118 +[2025-02-27 03:28:25,351 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 34/118 +[2025-02-27 03:28:25,403 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 35/118 +[2025-02-27 03:28:25,455 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 36/118 +[2025-02-27 03:28:25,530 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 37/118 +[2025-02-27 03:28:25,581 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 38/118 +[2025-02-27 03:28:25,638 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 39/118 +[2025-02-27 03:28:25,688 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 40/118 +[2025-02-27 03:28:25,736 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 41/118 +[2025-02-27 03:28:25,782 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 42/118 +[2025-02-27 03:28:25,831 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 43/118 +[2025-02-27 03:28:25,879 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 44/118 +[2025-02-27 03:28:25,927 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 45/118 +[2025-02-27 03:28:25,975 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 46/118 +[2025-02-27 03:28:26,023 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 47/118 +[2025-02-27 03:28:26,071 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 48/118 +[2025-02-27 03:28:26,118 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 49/118 +[2025-02-27 03:28:26,167 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 50/118 +[2025-02-27 03:28:26,215 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 51/118 +[2025-02-27 03:28:26,263 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 52/118 +[2025-02-27 03:28:26,310 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 53/118 +[2025-02-27 03:28:26,356 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 54/118 +[2025-02-27 03:28:26,405 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 55/118 +[2025-02-27 03:28:26,456 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 56/118 +[2025-02-27 03:28:26,509 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 57/118 +[2025-02-27 03:28:26,557 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 58/118 +[2025-02-27 03:28:26,615 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 59/118 +[2025-02-27 03:28:26,675 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 60/118 +[2025-02-27 03:28:26,749 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 61/118 +[2025-02-27 03:28:26,797 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 62/118 +[2025-02-27 03:28:26,846 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 63/118 +[2025-02-27 03:28:26,918 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 64/118 +[2025-02-27 03:28:26,967 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 65/118 +[2025-02-27 03:28:27,016 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 66/118 +[2025-02-27 03:28:27,079 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 67/118 +[2025-02-27 03:28:27,127 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 68/118 +[2025-02-27 03:28:27,189 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 69/118 +[2025-02-27 03:28:27,237 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 70/118 +[2025-02-27 03:28:27,287 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 71/118 +[2025-02-27 03:28:27,335 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 72/118 +[2025-02-27 03:28:27,392 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 73/118 +[2025-02-27 03:28:27,440 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 74/118 +[2025-02-27 03:28:27,487 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 75/118 +[2025-02-27 03:28:27,540 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 76/118 +[2025-02-27 03:28:27,607 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 77/118 +[2025-02-27 03:28:27,664 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 78/118 +[2025-02-27 03:28:27,716 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 79/118 +[2025-02-27 03:28:27,768 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 80/118 +[2025-02-27 03:28:27,822 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 81/118 +[2025-02-27 03:28:27,875 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 82/118 +[2025-02-27 03:28:27,961 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 83/118 +[2025-02-27 03:28:28,017 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 84/118 +[2025-02-27 03:28:28,069 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 85/118 +[2025-02-27 03:28:28,121 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 86/118 +[2025-02-27 03:28:28,174 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 87/118 +[2025-02-27 03:28:28,254 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 88/118 +[2025-02-27 03:28:28,310 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 89/118 +[2025-02-27 03:28:28,364 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 90/118 +[2025-02-27 03:28:28,417 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 91/118 +[2025-02-27 03:28:28,472 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 92/118 +[2025-02-27 03:28:28,551 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 93/118 +[2025-02-27 03:28:28,646 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 94/118 +[2025-02-27 03:28:28,707 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 95/118 +[2025-02-27 03:28:28,769 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 96/118 +[2025-02-27 03:28:28,837 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 97/118 +[2025-02-27 03:28:28,901 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 98/118 +[2025-02-27 03:28:28,957 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 99/118 +[2025-02-27 03:28:29,012 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 100/118 +[2025-02-27 03:28:29,068 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 101/118 +[2025-02-27 03:28:29,124 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 102/118 +[2025-02-27 03:28:29,178 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 103/118 +[2025-02-27 03:28:29,233 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 104/118 +[2025-02-27 03:28:29,286 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 105/118 +[2025-02-27 03:28:29,343 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 106/118 +[2025-02-27 03:28:29,404 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 107/118 +[2025-02-27 03:28:29,455 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 108/118 +[2025-02-27 03:28:29,505 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 109/118 +[2025-02-27 03:28:29,556 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 110/118 +[2025-02-27 03:28:29,610 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-02-27 03:28:29,664 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 112/118 +[2025-02-27 03:28:29,716 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 113/118 +[2025-02-27 03:28:29,766 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 114/118 +[2025-02-27 03:28:29,821 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 115/118 +[2025-02-27 03:28:29,877 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 116/118 +[2025-02-27 03:28:29,951 INFO test.py line 201 943558] Test: 44/78-scene0329_01, Batch: 117/118 +[2025-02-27 03:28:30,479 INFO test.py line 289 943558] Test: scene0329_01 [44/78]-368473 Batch 7.586 (5.412) Accuracy 0.9458 (0.7492) mIoU 0.6042 (0.6722) +[2025-02-27 03:28:30,507 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 0/104 +[2025-02-27 03:28:30,539 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 1/104 +[2025-02-27 03:28:30,601 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 2/104 +[2025-02-27 03:28:30,634 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-02-27 03:28:30,670 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-02-27 03:28:30,705 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-02-27 03:28:30,746 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-02-27 03:28:30,780 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-02-27 03:28:30,815 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-02-27 03:28:30,851 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-02-27 03:28:30,917 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-02-27 03:28:30,970 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-02-27 03:28:30,997 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-02-27 03:28:31,023 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 13/104 +[2025-02-27 03:28:31,056 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 14/104 +[2025-02-27 03:28:31,085 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 15/104 +[2025-02-27 03:28:31,114 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 16/104 +[2025-02-27 03:28:31,165 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 17/104 +[2025-02-27 03:28:31,191 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 18/104 +[2025-02-27 03:28:31,220 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 19/104 +[2025-02-27 03:28:31,246 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 20/104 +[2025-02-27 03:28:31,270 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 21/104 +[2025-02-27 03:28:31,329 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 22/104 +[2025-02-27 03:28:31,357 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 23/104 +[2025-02-27 03:28:31,383 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 24/104 +[2025-02-27 03:28:31,415 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 25/104 +[2025-02-27 03:28:31,448 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 26/104 +[2025-02-27 03:28:31,481 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 27/104 +[2025-02-27 03:28:31,505 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 28/104 +[2025-02-27 03:28:31,529 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 29/104 +[2025-02-27 03:28:31,552 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 30/104 +[2025-02-27 03:28:31,576 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 31/104 +[2025-02-27 03:28:31,600 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 32/104 +[2025-02-27 03:28:31,632 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 33/104 +[2025-02-27 03:28:31,661 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 34/104 +[2025-02-27 03:28:31,688 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 35/104 +[2025-02-27 03:28:31,713 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 36/104 +[2025-02-27 03:28:31,740 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 37/104 +[2025-02-27 03:28:31,765 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 38/104 +[2025-02-27 03:28:31,805 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 39/104 +[2025-02-27 03:28:31,833 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 40/104 +[2025-02-27 03:28:31,864 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 41/104 +[2025-02-27 03:28:31,926 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 42/104 +[2025-02-27 03:28:31,967 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 43/104 +[2025-02-27 03:28:31,995 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 44/104 +[2025-02-27 03:28:32,020 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 45/104 +[2025-02-27 03:28:32,047 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 46/104 +[2025-02-27 03:28:32,077 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 47/104 +[2025-02-27 03:28:32,106 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 48/104 +[2025-02-27 03:28:32,132 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 49/104 +[2025-02-27 03:28:32,158 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 50/104 +[2025-02-27 03:28:32,184 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 51/104 +[2025-02-27 03:28:32,249 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 52/104 +[2025-02-27 03:28:32,309 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 53/104 +[2025-02-27 03:28:32,334 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 54/104 +[2025-02-27 03:28:32,361 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 55/104 +[2025-02-27 03:28:32,384 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 56/104 +[2025-02-27 03:28:32,411 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 57/104 +[2025-02-27 03:28:32,439 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 58/104 +[2025-02-27 03:28:32,484 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 59/104 +[2025-02-27 03:28:32,509 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 60/104 +[2025-02-27 03:28:32,541 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 61/104 +[2025-02-27 03:28:32,589 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 62/104 +[2025-02-27 03:28:32,614 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 63/104 +[2025-02-27 03:28:32,641 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 64/104 +[2025-02-27 03:28:32,671 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 65/104 +[2025-02-27 03:28:32,698 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 66/104 +[2025-02-27 03:28:32,724 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 67/104 +[2025-02-27 03:28:32,750 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 68/104 +[2025-02-27 03:28:32,780 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 69/104 +[2025-02-27 03:28:32,809 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 70/104 +[2025-02-27 03:28:32,833 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 71/104 +[2025-02-27 03:28:32,863 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 72/104 +[2025-02-27 03:28:32,887 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 73/104 +[2025-02-27 03:28:32,916 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 74/104 +[2025-02-27 03:28:32,948 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 75/104 +[2025-02-27 03:28:32,982 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 76/104 +[2025-02-27 03:28:33,008 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 77/104 +[2025-02-27 03:28:33,033 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 78/104 +[2025-02-27 03:28:33,060 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 79/104 +[2025-02-27 03:28:33,089 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 80/104 +[2025-02-27 03:28:33,127 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 81/104 +[2025-02-27 03:28:33,173 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 82/104 +[2025-02-27 03:28:33,206 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 83/104 +[2025-02-27 03:28:33,238 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 84/104 +[2025-02-27 03:28:33,273 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 85/104 +[2025-02-27 03:28:33,322 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 86/104 +[2025-02-27 03:28:33,364 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 87/104 +[2025-02-27 03:28:33,402 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 88/104 +[2025-02-27 03:28:33,456 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 89/104 +[2025-02-27 03:28:33,541 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 90/104 +[2025-02-27 03:28:33,589 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 91/104 +[2025-02-27 03:28:33,656 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 92/104 +[2025-02-27 03:28:33,697 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 93/104 +[2025-02-27 03:28:33,724 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 94/104 +[2025-02-27 03:28:33,750 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 95/104 +[2025-02-27 03:28:33,775 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 96/104 +[2025-02-27 03:28:33,804 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 97/104 +[2025-02-27 03:28:33,831 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 98/104 +[2025-02-27 03:28:33,883 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 99/104 +[2025-02-27 03:28:33,920 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 100/104 +[2025-02-27 03:28:33,946 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-02-27 03:28:34,003 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-02-27 03:28:34,030 INFO test.py line 201 943558] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-02-27 03:28:34,091 INFO test.py line 289 943558] Test: scene0100_01 [45/78]-51211 Batch 3.611 (5.372) Accuracy 0.8741 (0.7490) mIoU 0.5843 (0.6685) +[2025-02-27 03:28:34,121 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-02-27 03:28:34,148 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-02-27 03:28:34,173 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-02-27 03:28:34,200 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-02-27 03:28:34,227 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-02-27 03:28:34,283 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-02-27 03:28:34,308 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-02-27 03:28:34,350 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-02-27 03:28:34,374 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-02-27 03:28:34,402 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-02-27 03:28:34,430 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-02-27 03:28:34,455 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 11/127 +[2025-02-27 03:28:34,504 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 12/127 +[2025-02-27 03:28:34,541 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 13/127 +[2025-02-27 03:28:34,567 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 14/127 +[2025-02-27 03:28:34,607 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 15/127 +[2025-02-27 03:28:34,636 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 16/127 +[2025-02-27 03:28:34,660 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 17/127 +[2025-02-27 03:28:34,693 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 18/127 +[2025-02-27 03:28:34,715 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 19/127 +[2025-02-27 03:28:34,741 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 20/127 +[2025-02-27 03:28:34,765 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 21/127 +[2025-02-27 03:28:34,789 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 22/127 +[2025-02-27 03:28:34,837 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 23/127 +[2025-02-27 03:28:34,863 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 24/127 +[2025-02-27 03:28:34,912 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 25/127 +[2025-02-27 03:28:34,935 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 26/127 +[2025-02-27 03:28:34,961 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 27/127 +[2025-02-27 03:28:34,987 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 28/127 +[2025-02-27 03:28:35,021 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 29/127 +[2025-02-27 03:28:35,049 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 30/127 +[2025-02-27 03:28:35,076 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 31/127 +[2025-02-27 03:28:35,125 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 32/127 +[2025-02-27 03:28:35,149 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 33/127 +[2025-02-27 03:28:35,176 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 34/127 +[2025-02-27 03:28:35,201 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 35/127 +[2025-02-27 03:28:35,229 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 36/127 +[2025-02-27 03:28:35,260 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 37/127 +[2025-02-27 03:28:35,288 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 38/127 +[2025-02-27 03:28:35,313 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 39/127 +[2025-02-27 03:28:35,344 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 40/127 +[2025-02-27 03:28:35,390 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 41/127 +[2025-02-27 03:28:35,416 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 42/127 +[2025-02-27 03:28:35,445 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 43/127 +[2025-02-27 03:28:35,475 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 44/127 +[2025-02-27 03:28:35,503 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 45/127 +[2025-02-27 03:28:35,529 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 46/127 +[2025-02-27 03:28:35,573 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 47/127 +[2025-02-27 03:28:35,605 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 48/127 +[2025-02-27 03:28:35,632 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 49/127 +[2025-02-27 03:28:35,665 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 50/127 +[2025-02-27 03:28:35,704 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 51/127 +[2025-02-27 03:28:35,731 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 52/127 +[2025-02-27 03:28:35,789 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 53/127 +[2025-02-27 03:28:35,817 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 54/127 +[2025-02-27 03:28:35,869 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 55/127 +[2025-02-27 03:28:35,909 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 56/127 +[2025-02-27 03:28:35,944 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 57/127 +[2025-02-27 03:28:35,975 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 58/127 +[2025-02-27 03:28:36,002 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 59/127 +[2025-02-27 03:28:36,028 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 60/127 +[2025-02-27 03:28:36,054 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 61/127 +[2025-02-27 03:28:36,084 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 62/127 +[2025-02-27 03:28:36,111 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 63/127 +[2025-02-27 03:28:36,154 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 64/127 +[2025-02-27 03:28:36,179 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 65/127 +[2025-02-27 03:28:36,222 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 66/127 +[2025-02-27 03:28:36,264 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 67/127 +[2025-02-27 03:28:36,318 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 68/127 +[2025-02-27 03:28:36,345 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 69/127 +[2025-02-27 03:28:36,385 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 70/127 +[2025-02-27 03:28:36,425 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 71/127 +[2025-02-27 03:28:36,490 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 72/127 +[2025-02-27 03:28:36,519 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 73/127 +[2025-02-27 03:28:36,564 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 74/127 +[2025-02-27 03:28:36,608 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 75/127 +[2025-02-27 03:28:36,654 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 76/127 +[2025-02-27 03:28:36,692 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 77/127 +[2025-02-27 03:28:36,719 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 78/127 +[2025-02-27 03:28:36,746 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 79/127 +[2025-02-27 03:28:36,773 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 80/127 +[2025-02-27 03:28:36,827 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 81/127 +[2025-02-27 03:28:36,875 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 82/127 +[2025-02-27 03:28:36,912 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 83/127 +[2025-02-27 03:28:36,951 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 84/127 +[2025-02-27 03:28:36,993 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 85/127 +[2025-02-27 03:28:37,037 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 86/127 +[2025-02-27 03:28:37,088 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 87/127 +[2025-02-27 03:28:37,126 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 88/127 +[2025-02-27 03:28:37,197 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 89/127 +[2025-02-27 03:28:37,254 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 90/127 +[2025-02-27 03:28:37,300 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 91/127 +[2025-02-27 03:28:37,347 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 92/127 +[2025-02-27 03:28:37,402 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 93/127 +[2025-02-27 03:28:37,453 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 94/127 +[2025-02-27 03:28:37,498 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 95/127 +[2025-02-27 03:28:37,542 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 96/127 +[2025-02-27 03:28:37,583 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 97/127 +[2025-02-27 03:28:37,626 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 98/127 +[2025-02-27 03:28:37,669 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 99/127 +[2025-02-27 03:28:37,708 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 100/127 +[2025-02-27 03:28:37,741 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 101/127 +[2025-02-27 03:28:37,774 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 102/127 +[2025-02-27 03:28:37,813 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 103/127 +[2025-02-27 03:28:37,867 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 104/127 +[2025-02-27 03:28:37,912 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 105/127 +[2025-02-27 03:28:37,954 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 106/127 +[2025-02-27 03:28:38,005 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 107/127 +[2025-02-27 03:28:38,037 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 108/127 +[2025-02-27 03:28:38,081 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 109/127 +[2025-02-27 03:28:38,121 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 110/127 +[2025-02-27 03:28:38,155 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 111/127 +[2025-02-27 03:28:38,191 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 112/127 +[2025-02-27 03:28:38,225 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 113/127 +[2025-02-27 03:28:38,258 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 114/127 +[2025-02-27 03:28:38,293 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 115/127 +[2025-02-27 03:28:38,333 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 116/127 +[2025-02-27 03:28:38,401 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 117/127 +[2025-02-27 03:28:38,440 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 118/127 +[2025-02-27 03:28:38,468 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 119/127 +[2025-02-27 03:28:38,521 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 120/127 +[2025-02-27 03:28:38,547 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 121/127 +[2025-02-27 03:28:38,599 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 122/127 +[2025-02-27 03:28:38,623 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 123/127 +[2025-02-27 03:28:38,647 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 124/127 +[2025-02-27 03:28:38,673 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 125/127 +[2025-02-27 03:28:38,701 INFO test.py line 201 943558] Test: 46/78-scene0664_02, Batch: 126/127 +[2025-02-27 03:28:38,757 INFO test.py line 289 943558] Test: scene0664_02 [46/78]-46804 Batch 4.666 (5.357) Accuracy 0.9257 (0.7461) mIoU 0.7887 (0.6687) +[2025-02-27 03:28:38,799 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 0/126 +[2025-02-27 03:28:38,847 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 1/126 +[2025-02-27 03:28:38,877 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 2/126 +[2025-02-27 03:28:38,907 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 3/126 +[2025-02-27 03:28:38,957 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 4/126 +[2025-02-27 03:28:38,988 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 5/126 +[2025-02-27 03:28:39,033 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 6/126 +[2025-02-27 03:28:39,072 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 7/126 +[2025-02-27 03:28:39,111 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 8/126 +[2025-02-27 03:28:39,144 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 9/126 +[2025-02-27 03:28:39,175 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 10/126 +[2025-02-27 03:28:39,205 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 11/126 +[2025-02-27 03:28:39,236 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 12/126 +[2025-02-27 03:28:39,267 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 13/126 +[2025-02-27 03:28:39,323 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 14/126 +[2025-02-27 03:28:39,358 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 15/126 +[2025-02-27 03:28:39,390 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 16/126 +[2025-02-27 03:28:39,428 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 17/126 +[2025-02-27 03:28:39,469 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 18/126 +[2025-02-27 03:28:39,501 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 19/126 +[2025-02-27 03:28:39,561 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 20/126 +[2025-02-27 03:28:39,600 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 21/126 +[2025-02-27 03:28:39,637 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 22/126 +[2025-02-27 03:28:39,673 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 23/126 +[2025-02-27 03:28:39,710 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 24/126 +[2025-02-27 03:28:39,747 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 25/126 +[2025-02-27 03:28:39,786 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 26/126 +[2025-02-27 03:28:39,816 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 27/126 +[2025-02-27 03:28:39,845 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 28/126 +[2025-02-27 03:28:39,900 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 29/126 +[2025-02-27 03:28:39,930 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 30/126 +[2025-02-27 03:28:39,961 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 31/126 +[2025-02-27 03:28:40,036 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 32/126 +[2025-02-27 03:28:40,066 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 33/126 +[2025-02-27 03:28:40,097 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 34/126 +[2025-02-27 03:28:40,129 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 35/126 +[2025-02-27 03:28:40,159 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 36/126 +[2025-02-27 03:28:40,189 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 37/126 +[2025-02-27 03:28:40,221 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 38/126 +[2025-02-27 03:28:40,252 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 39/126 +[2025-02-27 03:28:40,291 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 40/126 +[2025-02-27 03:28:40,333 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 41/126 +[2025-02-27 03:28:40,386 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 42/126 +[2025-02-27 03:28:40,420 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 43/126 +[2025-02-27 03:28:40,454 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 44/126 +[2025-02-27 03:28:40,484 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 45/126 +[2025-02-27 03:28:40,516 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 46/126 +[2025-02-27 03:28:40,561 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 47/126 +[2025-02-27 03:28:40,640 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 48/126 +[2025-02-27 03:28:40,668 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 49/126 +[2025-02-27 03:28:40,699 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 50/126 +[2025-02-27 03:28:40,730 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 51/126 +[2025-02-27 03:28:40,758 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 52/126 +[2025-02-27 03:28:40,787 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 53/126 +[2025-02-27 03:28:40,842 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 54/126 +[2025-02-27 03:28:40,871 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 55/126 +[2025-02-27 03:28:40,899 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 56/126 +[2025-02-27 03:28:40,930 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 57/126 +[2025-02-27 03:28:40,960 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 58/126 +[2025-02-27 03:28:40,998 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 59/126 +[2025-02-27 03:28:41,030 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 60/126 +[2025-02-27 03:28:41,064 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 61/126 +[2025-02-27 03:28:41,094 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 62/126 +[2025-02-27 03:28:41,143 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 63/126 +[2025-02-27 03:28:41,190 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 64/126 +[2025-02-27 03:28:41,225 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 65/126 +[2025-02-27 03:28:41,255 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 66/126 +[2025-02-27 03:28:41,286 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 67/126 +[2025-02-27 03:28:41,320 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 68/126 +[2025-02-27 03:28:41,352 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 69/126 +[2025-02-27 03:28:41,386 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 70/126 +[2025-02-27 03:28:41,418 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 71/126 +[2025-02-27 03:28:41,449 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 72/126 +[2025-02-27 03:28:41,482 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 73/126 +[2025-02-27 03:28:41,543 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 74/126 +[2025-02-27 03:28:41,573 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 75/126 +[2025-02-27 03:28:41,602 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 76/126 +[2025-02-27 03:28:41,641 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 77/126 +[2025-02-27 03:28:41,684 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 78/126 +[2025-02-27 03:28:41,723 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 79/126 +[2025-02-27 03:28:41,755 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 80/126 +[2025-02-27 03:28:41,785 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 81/126 +[2025-02-27 03:28:41,817 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 82/126 +[2025-02-27 03:28:41,849 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 83/126 +[2025-02-27 03:28:41,878 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 84/126 +[2025-02-27 03:28:41,912 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 85/126 +[2025-02-27 03:28:41,947 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 86/126 +[2025-02-27 03:28:42,001 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 87/126 +[2025-02-27 03:28:42,045 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 88/126 +[2025-02-27 03:28:42,085 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 89/126 +[2025-02-27 03:28:42,116 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 90/126 +[2025-02-27 03:28:42,164 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 91/126 +[2025-02-27 03:28:42,218 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 92/126 +[2025-02-27 03:28:42,274 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 93/126 +[2025-02-27 03:28:42,323 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 94/126 +[2025-02-27 03:28:42,378 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 95/126 +[2025-02-27 03:28:42,438 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 96/126 +[2025-02-27 03:28:42,495 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 97/126 +[2025-02-27 03:28:42,548 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 98/126 +[2025-02-27 03:28:42,591 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 99/126 +[2025-02-27 03:28:42,632 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 100/126 +[2025-02-27 03:28:42,681 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 101/126 +[2025-02-27 03:28:42,725 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 102/126 +[2025-02-27 03:28:42,769 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 103/126 +[2025-02-27 03:28:42,799 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 104/126 +[2025-02-27 03:28:42,849 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 105/126 +[2025-02-27 03:28:42,908 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 106/126 +[2025-02-27 03:28:42,968 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 107/126 +[2025-02-27 03:28:43,068 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 108/126 +[2025-02-27 03:28:43,249 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 109/126 +[2025-02-27 03:28:43,355 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 110/126 +[2025-02-27 03:28:43,406 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 111/126 +[2025-02-27 03:28:43,441 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 112/126 +[2025-02-27 03:28:43,477 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 113/126 +[2025-02-27 03:28:43,534 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 114/126 +[2025-02-27 03:28:43,564 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 115/126 +[2025-02-27 03:28:43,594 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 116/126 +[2025-02-27 03:28:43,624 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 117/126 +[2025-02-27 03:28:43,655 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 118/126 +[2025-02-27 03:28:43,701 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 119/126 +[2025-02-27 03:28:43,731 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 120/126 +[2025-02-27 03:28:43,762 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 121/126 +[2025-02-27 03:28:43,793 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 122/126 +[2025-02-27 03:28:43,822 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 123/126 +[2025-02-27 03:28:43,854 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 124/126 +[2025-02-27 03:28:43,883 INFO test.py line 201 943558] Test: 47/78-scene0357_00, Batch: 125/126 +[2025-02-27 03:28:44,049 INFO test.py line 289 943558] Test: scene0357_00 [47/78]-136945 Batch 5.291 (5.356) Accuracy 0.6731 (0.7411) mIoU 0.2564 (0.6640) +[2025-02-27 03:28:44,112 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 0/125 +[2025-02-27 03:28:44,148 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 1/125 +[2025-02-27 03:28:44,183 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 2/125 +[2025-02-27 03:28:44,217 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 3/125 +[2025-02-27 03:28:44,249 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 4/125 +[2025-02-27 03:28:44,285 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 5/125 +[2025-02-27 03:28:44,319 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 6/125 +[2025-02-27 03:28:44,353 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 7/125 +[2025-02-27 03:28:44,389 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 8/125 +[2025-02-27 03:28:44,424 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 9/125 +[2025-02-27 03:28:44,458 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 10/125 +[2025-02-27 03:28:44,493 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 11/125 +[2025-02-27 03:28:44,526 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 12/125 +[2025-02-27 03:28:44,564 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 13/125 +[2025-02-27 03:28:44,600 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 14/125 +[2025-02-27 03:28:44,634 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 15/125 +[2025-02-27 03:28:44,667 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 16/125 +[2025-02-27 03:28:44,700 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 17/125 +[2025-02-27 03:28:44,733 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 18/125 +[2025-02-27 03:28:44,769 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 19/125 +[2025-02-27 03:28:44,808 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 20/125 +[2025-02-27 03:28:44,844 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 21/125 +[2025-02-27 03:28:44,878 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 22/125 +[2025-02-27 03:28:44,912 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 23/125 +[2025-02-27 03:28:44,947 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 24/125 +[2025-02-27 03:28:44,981 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 25/125 +[2025-02-27 03:28:45,018 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 26/125 +[2025-02-27 03:28:45,054 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 27/125 +[2025-02-27 03:28:45,091 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 28/125 +[2025-02-27 03:28:45,152 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 29/125 +[2025-02-27 03:28:45,212 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 30/125 +[2025-02-27 03:28:45,247 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 31/125 +[2025-02-27 03:28:45,284 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 32/125 +[2025-02-27 03:28:45,320 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 33/125 +[2025-02-27 03:28:45,377 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 34/125 +[2025-02-27 03:28:45,411 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 35/125 +[2025-02-27 03:28:45,453 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 36/125 +[2025-02-27 03:28:45,512 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 37/125 +[2025-02-27 03:28:45,545 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 38/125 +[2025-02-27 03:28:45,579 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 39/125 +[2025-02-27 03:28:45,613 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 40/125 +[2025-02-27 03:28:45,646 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 41/125 +[2025-02-27 03:28:45,678 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 42/125 +[2025-02-27 03:28:45,710 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 43/125 +[2025-02-27 03:28:45,749 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 44/125 +[2025-02-27 03:28:45,808 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 45/125 +[2025-02-27 03:28:45,840 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 46/125 +[2025-02-27 03:28:45,875 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 47/125 +[2025-02-27 03:28:45,908 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 48/125 +[2025-02-27 03:28:45,940 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 49/125 +[2025-02-27 03:28:45,974 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 50/125 +[2025-02-27 03:28:46,008 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 51/125 +[2025-02-27 03:28:46,043 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 52/125 +[2025-02-27 03:28:46,076 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 53/125 +[2025-02-27 03:28:46,108 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 54/125 +[2025-02-27 03:28:46,141 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 55/125 +[2025-02-27 03:28:46,173 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 56/125 +[2025-02-27 03:28:46,206 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 57/125 +[2025-02-27 03:28:46,242 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 58/125 +[2025-02-27 03:28:46,276 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 59/125 +[2025-02-27 03:28:46,321 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 60/125 +[2025-02-27 03:28:46,381 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 61/125 +[2025-02-27 03:28:46,447 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 62/125 +[2025-02-27 03:28:46,497 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 63/125 +[2025-02-27 03:28:46,547 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 64/125 +[2025-02-27 03:28:46,597 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 65/125 +[2025-02-27 03:28:46,665 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 66/125 +[2025-02-27 03:28:46,726 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 67/125 +[2025-02-27 03:28:46,778 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 68/125 +[2025-02-27 03:28:46,818 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 69/125 +[2025-02-27 03:28:46,877 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 70/125 +[2025-02-27 03:28:46,912 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 71/125 +[2025-02-27 03:28:46,947 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 72/125 +[2025-02-27 03:28:46,981 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 73/125 +[2025-02-27 03:28:47,014 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 74/125 +[2025-02-27 03:28:47,051 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 75/125 +[2025-02-27 03:28:47,085 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 76/125 +[2025-02-27 03:28:47,119 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 77/125 +[2025-02-27 03:28:47,156 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 78/125 +[2025-02-27 03:28:47,189 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 79/125 +[2025-02-27 03:28:47,228 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 80/125 +[2025-02-27 03:28:47,262 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 81/125 +[2025-02-27 03:28:47,300 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 82/125 +[2025-02-27 03:28:47,334 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 83/125 +[2025-02-27 03:28:47,370 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 84/125 +[2025-02-27 03:28:47,430 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 85/125 +[2025-02-27 03:28:47,465 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 86/125 +[2025-02-27 03:28:47,501 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 87/125 +[2025-02-27 03:28:47,537 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 88/125 +[2025-02-27 03:28:47,573 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 89/125 +[2025-02-27 03:28:47,609 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 90/125 +[2025-02-27 03:28:47,645 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 91/125 +[2025-02-27 03:28:47,680 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 92/125 +[2025-02-27 03:28:47,713 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 93/125 +[2025-02-27 03:28:47,748 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 94/125 +[2025-02-27 03:28:47,785 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 95/125 +[2025-02-27 03:28:47,819 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 96/125 +[2025-02-27 03:28:47,854 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 97/125 +[2025-02-27 03:28:47,889 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 98/125 +[2025-02-27 03:28:47,923 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 99/125 +[2025-02-27 03:28:47,958 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 100/125 +[2025-02-27 03:28:47,991 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 101/125 +[2025-02-27 03:28:48,026 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 102/125 +[2025-02-27 03:28:48,062 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 103/125 +[2025-02-27 03:28:48,097 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 104/125 +[2025-02-27 03:28:48,148 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 105/125 +[2025-02-27 03:28:48,209 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 106/125 +[2025-02-27 03:28:48,271 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 107/125 +[2025-02-27 03:28:48,305 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 108/125 +[2025-02-27 03:28:48,344 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 109/125 +[2025-02-27 03:28:48,380 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 110/125 +[2025-02-27 03:28:48,422 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 111/125 +[2025-02-27 03:28:48,459 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 112/125 +[2025-02-27 03:28:48,498 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 113/125 +[2025-02-27 03:28:48,538 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-02-27 03:28:48,578 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-02-27 03:28:48,613 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-02-27 03:28:48,672 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-02-27 03:28:48,705 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-02-27 03:28:48,738 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-02-27 03:28:48,773 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-02-27 03:28:48,812 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-02-27 03:28:48,879 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-02-27 03:28:48,919 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-02-27 03:28:48,954 INFO test.py line 201 943558] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-02-27 03:28:49,173 INFO test.py line 289 943558] Test: scene0474_00 [48/78]-182281 Batch 5.124 (5.351) Accuracy 0.9128 (0.7434) mIoU 0.6566 (0.6670) +[2025-02-27 03:28:49,213 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-02-27 03:28:49,247 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-02-27 03:28:49,280 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-02-27 03:28:49,312 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-02-27 03:28:49,347 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-02-27 03:28:49,384 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-02-27 03:28:49,442 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-02-27 03:28:49,474 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-02-27 03:28:49,506 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-02-27 03:28:49,554 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-02-27 03:28:49,587 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-02-27 03:28:49,630 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 11/134 +[2025-02-27 03:28:49,679 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 12/134 +[2025-02-27 03:28:49,737 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 13/134 +[2025-02-27 03:28:49,771 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 14/134 +[2025-02-27 03:28:49,804 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 15/134 +[2025-02-27 03:28:49,837 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 16/134 +[2025-02-27 03:28:49,869 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 17/134 +[2025-02-27 03:28:49,904 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 18/134 +[2025-02-27 03:28:49,938 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 19/134 +[2025-02-27 03:28:49,972 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 20/134 +[2025-02-27 03:28:50,028 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 21/134 +[2025-02-27 03:28:50,061 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-02-27 03:28:50,096 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-02-27 03:28:50,129 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-02-27 03:28:50,162 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 25/134 +[2025-02-27 03:28:50,202 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 26/134 +[2025-02-27 03:28:50,261 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 27/134 +[2025-02-27 03:28:50,300 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 28/134 +[2025-02-27 03:28:50,335 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 29/134 +[2025-02-27 03:28:50,369 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 30/134 +[2025-02-27 03:28:50,411 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 31/134 +[2025-02-27 03:28:50,472 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 32/134 +[2025-02-27 03:28:50,504 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 33/134 +[2025-02-27 03:28:50,538 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 34/134 +[2025-02-27 03:28:50,572 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 35/134 +[2025-02-27 03:28:50,636 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 36/134 +[2025-02-27 03:28:50,669 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 37/134 +[2025-02-27 03:28:50,705 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 38/134 +[2025-02-27 03:28:50,737 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 39/134 +[2025-02-27 03:28:50,775 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 40/134 +[2025-02-27 03:28:50,808 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 41/134 +[2025-02-27 03:28:50,840 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 42/134 +[2025-02-27 03:28:50,883 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 43/134 +[2025-02-27 03:28:50,917 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 44/134 +[2025-02-27 03:28:50,949 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 45/134 +[2025-02-27 03:28:50,981 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 46/134 +[2025-02-27 03:28:51,022 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 47/134 +[2025-02-27 03:28:51,065 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 48/134 +[2025-02-27 03:28:51,105 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 49/134 +[2025-02-27 03:28:51,144 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 50/134 +[2025-02-27 03:28:51,186 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 51/134 +[2025-02-27 03:28:51,230 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 52/134 +[2025-02-27 03:28:51,269 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 53/134 +[2025-02-27 03:28:51,312 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 54/134 +[2025-02-27 03:28:51,363 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 55/134 +[2025-02-27 03:28:51,409 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 56/134 +[2025-02-27 03:28:51,469 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 57/134 +[2025-02-27 03:28:51,525 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 58/134 +[2025-02-27 03:28:51,574 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 59/134 +[2025-02-27 03:28:51,625 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 60/134 +[2025-02-27 03:28:51,662 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 61/134 +[2025-02-27 03:28:51,739 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 62/134 +[2025-02-27 03:28:51,795 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 63/134 +[2025-02-27 03:28:51,842 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 64/134 +[2025-02-27 03:28:51,895 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 65/134 +[2025-02-27 03:28:51,931 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 66/134 +[2025-02-27 03:28:51,962 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 67/134 +[2025-02-27 03:28:51,997 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 68/134 +[2025-02-27 03:28:52,031 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 69/134 +[2025-02-27 03:28:52,067 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 70/134 +[2025-02-27 03:28:52,102 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 71/134 +[2025-02-27 03:28:52,161 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 72/134 +[2025-02-27 03:28:52,191 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 73/134 +[2025-02-27 03:28:52,224 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 74/134 +[2025-02-27 03:28:52,302 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 75/134 +[2025-02-27 03:28:52,332 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 76/134 +[2025-02-27 03:28:52,371 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 77/134 +[2025-02-27 03:28:52,416 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 78/134 +[2025-02-27 03:28:52,471 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 79/134 +[2025-02-27 03:28:52,503 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 80/134 +[2025-02-27 03:28:52,536 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 81/134 +[2025-02-27 03:28:52,567 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 82/134 +[2025-02-27 03:28:52,614 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 83/134 +[2025-02-27 03:28:52,647 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 84/134 +[2025-02-27 03:28:52,685 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 85/134 +[2025-02-27 03:28:52,719 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 86/134 +[2025-02-27 03:28:52,754 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 87/134 +[2025-02-27 03:28:52,792 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 88/134 +[2025-02-27 03:28:52,861 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 89/134 +[2025-02-27 03:28:52,899 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 90/134 +[2025-02-27 03:28:52,937 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 91/134 +[2025-02-27 03:28:52,973 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 92/134 +[2025-02-27 03:28:53,033 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 93/134 +[2025-02-27 03:28:53,068 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 94/134 +[2025-02-27 03:28:53,101 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 95/134 +[2025-02-27 03:28:53,136 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 96/134 +[2025-02-27 03:28:53,171 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 97/134 +[2025-02-27 03:28:53,216 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 98/134 +[2025-02-27 03:28:53,251 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 99/134 +[2025-02-27 03:28:53,297 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 100/134 +[2025-02-27 03:28:53,344 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 101/134 +[2025-02-27 03:28:53,388 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 102/134 +[2025-02-27 03:28:53,421 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 103/134 +[2025-02-27 03:28:53,455 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 104/134 +[2025-02-27 03:28:53,488 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 105/134 +[2025-02-27 03:28:53,522 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 106/134 +[2025-02-27 03:28:53,595 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 107/134 +[2025-02-27 03:28:53,654 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 108/134 +[2025-02-27 03:28:53,697 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 109/134 +[2025-02-27 03:28:53,733 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 110/134 +[2025-02-27 03:28:53,770 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-02-27 03:28:53,804 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-02-27 03:28:53,839 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-02-27 03:28:53,872 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-02-27 03:28:53,905 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-02-27 03:28:53,940 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-02-27 03:28:53,972 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-02-27 03:28:54,005 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-02-27 03:28:54,038 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-02-27 03:28:54,071 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-02-27 03:28:54,105 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-02-27 03:28:54,138 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-02-27 03:28:54,177 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-02-27 03:28:54,209 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-02-27 03:28:54,243 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-02-27 03:28:54,276 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-02-27 03:28:54,307 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-02-27 03:28:54,343 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-02-27 03:28:54,377 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-02-27 03:28:54,410 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-02-27 03:28:54,442 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-02-27 03:28:54,484 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-02-27 03:28:54,516 INFO test.py line 201 943558] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-02-27 03:28:54,735 INFO test.py line 289 943558] Test: scene0300_01 [49/78]-173223 Batch 5.561 (5.355) Accuracy 0.8065 (0.7415) mIoU 0.4975 (0.6660) +[2025-02-27 03:28:54,775 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-02-27 03:28:54,816 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-02-27 03:28:54,854 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 2/138 +[2025-02-27 03:28:54,914 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 3/138 +[2025-02-27 03:28:54,956 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 4/138 +[2025-02-27 03:28:54,994 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 5/138 +[2025-02-27 03:28:55,025 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 6/138 +[2025-02-27 03:28:55,064 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 7/138 +[2025-02-27 03:28:55,100 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 8/138 +[2025-02-27 03:28:55,130 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 9/138 +[2025-02-27 03:28:55,175 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 10/138 +[2025-02-27 03:28:55,205 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 11/138 +[2025-02-27 03:28:55,237 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 12/138 +[2025-02-27 03:28:55,267 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-02-27 03:28:55,298 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-02-27 03:28:55,347 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-02-27 03:28:55,376 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 16/138 +[2025-02-27 03:28:55,404 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 17/138 +[2025-02-27 03:28:55,435 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 18/138 +[2025-02-27 03:28:55,466 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 19/138 +[2025-02-27 03:28:55,498 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 20/138 +[2025-02-27 03:28:55,558 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 21/138 +[2025-02-27 03:28:55,589 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 22/138 +[2025-02-27 03:28:55,622 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 23/138 +[2025-02-27 03:28:55,652 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 24/138 +[2025-02-27 03:28:55,681 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 25/138 +[2025-02-27 03:28:55,716 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 26/138 +[2025-02-27 03:28:55,748 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 27/138 +[2025-02-27 03:28:55,783 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 28/138 +[2025-02-27 03:28:55,817 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 29/138 +[2025-02-27 03:28:55,847 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 30/138 +[2025-02-27 03:28:55,875 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 31/138 +[2025-02-27 03:28:55,910 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 32/138 +[2025-02-27 03:28:55,947 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 33/138 +[2025-02-27 03:28:55,982 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 34/138 +[2025-02-27 03:28:56,013 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 35/138 +[2025-02-27 03:28:56,045 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 36/138 +[2025-02-27 03:28:56,128 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 37/138 +[2025-02-27 03:28:56,170 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 38/138 +[2025-02-27 03:28:56,235 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 39/138 +[2025-02-27 03:28:56,274 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 40/138 +[2025-02-27 03:28:56,325 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 41/138 +[2025-02-27 03:28:56,358 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 42/138 +[2025-02-27 03:28:56,389 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 43/138 +[2025-02-27 03:28:56,452 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 44/138 +[2025-02-27 03:28:56,488 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 45/138 +[2025-02-27 03:28:56,523 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 46/138 +[2025-02-27 03:28:56,575 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 47/138 +[2025-02-27 03:28:56,605 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 48/138 +[2025-02-27 03:28:56,633 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 49/138 +[2025-02-27 03:28:56,663 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 50/138 +[2025-02-27 03:28:56,693 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 51/138 +[2025-02-27 03:28:56,726 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 52/138 +[2025-02-27 03:28:56,758 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 53/138 +[2025-02-27 03:28:56,787 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 54/138 +[2025-02-27 03:28:56,816 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 55/138 +[2025-02-27 03:28:56,852 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 56/138 +[2025-02-27 03:28:56,883 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 57/138 +[2025-02-27 03:28:56,912 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 58/138 +[2025-02-27 03:28:56,978 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 59/138 +[2025-02-27 03:28:57,018 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 60/138 +[2025-02-27 03:28:57,050 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 61/138 +[2025-02-27 03:28:57,080 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 62/138 +[2025-02-27 03:28:57,143 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 63/138 +[2025-02-27 03:28:57,177 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 64/138 +[2025-02-27 03:28:57,208 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 65/138 +[2025-02-27 03:28:57,236 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 66/138 +[2025-02-27 03:28:57,291 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 67/138 +[2025-02-27 03:28:57,331 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 68/138 +[2025-02-27 03:28:57,363 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 69/138 +[2025-02-27 03:28:57,394 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 70/138 +[2025-02-27 03:28:57,422 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 71/138 +[2025-02-27 03:28:57,452 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 72/138 +[2025-02-27 03:28:57,519 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 73/138 +[2025-02-27 03:28:57,554 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 74/138 +[2025-02-27 03:28:57,587 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 75/138 +[2025-02-27 03:28:57,623 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 76/138 +[2025-02-27 03:28:57,659 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 77/138 +[2025-02-27 03:28:57,703 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 78/138 +[2025-02-27 03:28:57,749 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 79/138 +[2025-02-27 03:28:57,784 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 80/138 +[2025-02-27 03:28:57,815 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 81/138 +[2025-02-27 03:28:57,845 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 82/138 +[2025-02-27 03:28:57,871 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 83/138 +[2025-02-27 03:28:57,899 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 84/138 +[2025-02-27 03:28:57,929 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 85/138 +[2025-02-27 03:28:57,957 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 86/138 +[2025-02-27 03:28:57,989 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 87/138 +[2025-02-27 03:28:58,017 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 88/138 +[2025-02-27 03:28:58,045 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 89/138 +[2025-02-27 03:28:58,079 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 90/138 +[2025-02-27 03:28:58,111 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 91/138 +[2025-02-27 03:28:58,143 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 92/138 +[2025-02-27 03:28:58,180 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 93/138 +[2025-02-27 03:28:58,219 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 94/138 +[2025-02-27 03:28:58,258 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 95/138 +[2025-02-27 03:28:58,291 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 96/138 +[2025-02-27 03:28:58,329 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 97/138 +[2025-02-27 03:28:58,373 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 98/138 +[2025-02-27 03:28:58,423 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 99/138 +[2025-02-27 03:28:58,480 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 100/138 +[2025-02-27 03:28:58,522 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 101/138 +[2025-02-27 03:28:58,570 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 102/138 +[2025-02-27 03:28:58,625 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 103/138 +[2025-02-27 03:28:58,686 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 104/138 +[2025-02-27 03:28:58,727 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 105/138 +[2025-02-27 03:28:58,777 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 106/138 +[2025-02-27 03:28:58,819 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 107/138 +[2025-02-27 03:28:58,856 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 108/138 +[2025-02-27 03:28:58,886 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 109/138 +[2025-02-27 03:28:58,916 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 110/138 +[2025-02-27 03:28:58,945 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-02-27 03:28:58,975 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-02-27 03:28:59,016 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-02-27 03:28:59,045 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-02-27 03:28:59,086 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-02-27 03:28:59,115 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-02-27 03:28:59,144 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-02-27 03:28:59,177 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-02-27 03:28:59,202 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-02-27 03:28:59,228 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-02-27 03:28:59,254 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-02-27 03:28:59,279 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-02-27 03:28:59,306 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-02-27 03:28:59,331 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-02-27 03:28:59,361 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-02-27 03:28:59,385 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-02-27 03:28:59,414 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-02-27 03:28:59,456 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 128/138 +[2025-02-27 03:28:59,503 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 129/138 +[2025-02-27 03:28:59,539 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 130/138 +[2025-02-27 03:28:59,563 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 131/138 +[2025-02-27 03:28:59,588 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 132/138 +[2025-02-27 03:28:59,613 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 133/138 +[2025-02-27 03:28:59,658 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 134/138 +[2025-02-27 03:28:59,686 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 135/138 +[2025-02-27 03:28:59,717 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 136/138 +[2025-02-27 03:28:59,757 INFO test.py line 201 943558] Test: 50/78-scene0426_03, Batch: 137/138 +[2025-02-27 03:28:59,901 INFO test.py line 289 943558] Test: scene0426_03 [50/78]-126181 Batch 5.166 (5.351) Accuracy 0.9285 (0.7435) mIoU 0.5858 (0.6681) +[2025-02-27 03:28:59,933 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-02-27 03:28:59,960 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 1/121 +[2025-02-27 03:28:59,987 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 2/121 +[2025-02-27 03:29:00,015 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 3/121 +[2025-02-27 03:29:00,051 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 4/121 +[2025-02-27 03:29:00,079 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 5/121 +[2025-02-27 03:29:00,107 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 6/121 +[2025-02-27 03:29:00,134 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 7/121 +[2025-02-27 03:29:00,163 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 8/121 +[2025-02-27 03:29:00,192 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 9/121 +[2025-02-27 03:29:00,222 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 10/121 +[2025-02-27 03:29:00,252 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 11/121 +[2025-02-27 03:29:00,280 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-02-27 03:29:00,307 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-02-27 03:29:00,338 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 14/121 +[2025-02-27 03:29:00,367 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 15/121 +[2025-02-27 03:29:00,395 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 16/121 +[2025-02-27 03:29:00,423 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 17/121 +[2025-02-27 03:29:00,457 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 18/121 +[2025-02-27 03:29:00,486 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 19/121 +[2025-02-27 03:29:00,515 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 20/121 +[2025-02-27 03:29:00,546 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 21/121 +[2025-02-27 03:29:00,586 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 22/121 +[2025-02-27 03:29:00,615 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 23/121 +[2025-02-27 03:29:00,665 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 24/121 +[2025-02-27 03:29:00,693 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 25/121 +[2025-02-27 03:29:00,725 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 26/121 +[2025-02-27 03:29:00,754 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 27/121 +[2025-02-27 03:29:00,781 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 28/121 +[2025-02-27 03:29:00,810 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 29/121 +[2025-02-27 03:29:00,838 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 30/121 +[2025-02-27 03:29:00,867 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 31/121 +[2025-02-27 03:29:00,900 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 32/121 +[2025-02-27 03:29:00,928 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 33/121 +[2025-02-27 03:29:00,963 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 34/121 +[2025-02-27 03:29:00,990 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 35/121 +[2025-02-27 03:29:01,020 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 36/121 +[2025-02-27 03:29:01,049 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 37/121 +[2025-02-27 03:29:01,076 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 38/121 +[2025-02-27 03:29:01,105 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 39/121 +[2025-02-27 03:29:01,131 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 40/121 +[2025-02-27 03:29:01,158 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 41/121 +[2025-02-27 03:29:01,196 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 42/121 +[2025-02-27 03:29:01,242 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 43/121 +[2025-02-27 03:29:01,278 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 44/121 +[2025-02-27 03:29:01,326 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 45/121 +[2025-02-27 03:29:01,378 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 46/121 +[2025-02-27 03:29:01,426 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 47/121 +[2025-02-27 03:29:01,471 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 48/121 +[2025-02-27 03:29:01,518 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 49/121 +[2025-02-27 03:29:01,566 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 50/121 +[2025-02-27 03:29:01,624 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 51/121 +[2025-02-27 03:29:01,665 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 52/121 +[2025-02-27 03:29:01,698 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 53/121 +[2025-02-27 03:29:01,735 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 54/121 +[2025-02-27 03:29:01,771 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 55/121 +[2025-02-27 03:29:01,803 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 56/121 +[2025-02-27 03:29:01,837 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 57/121 +[2025-02-27 03:29:01,865 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 58/121 +[2025-02-27 03:29:01,896 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 59/121 +[2025-02-27 03:29:01,943 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 60/121 +[2025-02-27 03:29:01,990 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 61/121 +[2025-02-27 03:29:02,054 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 62/121 +[2025-02-27 03:29:02,096 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 63/121 +[2025-02-27 03:29:02,136 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 64/121 +[2025-02-27 03:29:02,177 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 65/121 +[2025-02-27 03:29:02,215 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 66/121 +[2025-02-27 03:29:02,254 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 67/121 +[2025-02-27 03:29:02,282 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 68/121 +[2025-02-27 03:29:02,307 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 69/121 +[2025-02-27 03:29:02,333 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 70/121 +[2025-02-27 03:29:02,359 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 71/121 +[2025-02-27 03:29:02,389 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 72/121 +[2025-02-27 03:29:02,418 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 73/121 +[2025-02-27 03:29:02,445 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 74/121 +[2025-02-27 03:29:02,471 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 75/121 +[2025-02-27 03:29:02,526 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 76/121 +[2025-02-27 03:29:02,553 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 77/121 +[2025-02-27 03:29:02,579 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 78/121 +[2025-02-27 03:29:02,606 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 79/121 +[2025-02-27 03:29:02,634 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 80/121 +[2025-02-27 03:29:02,661 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 81/121 +[2025-02-27 03:29:02,693 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 82/121 +[2025-02-27 03:29:02,721 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 83/121 +[2025-02-27 03:29:02,749 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 84/121 +[2025-02-27 03:29:02,775 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 85/121 +[2025-02-27 03:29:02,812 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 86/121 +[2025-02-27 03:29:02,840 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 87/121 +[2025-02-27 03:29:02,868 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 88/121 +[2025-02-27 03:29:02,895 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 89/121 +[2025-02-27 03:29:02,924 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 90/121 +[2025-02-27 03:29:02,952 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 91/121 +[2025-02-27 03:29:02,980 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 92/121 +[2025-02-27 03:29:03,006 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 93/121 +[2025-02-27 03:29:03,032 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 94/121 +[2025-02-27 03:29:03,064 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 95/121 +[2025-02-27 03:29:03,091 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 96/121 +[2025-02-27 03:29:03,119 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 97/121 +[2025-02-27 03:29:03,146 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 98/121 +[2025-02-27 03:29:03,173 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 99/121 +[2025-02-27 03:29:03,199 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 100/121 +[2025-02-27 03:29:03,226 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 101/121 +[2025-02-27 03:29:03,278 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 102/121 +[2025-02-27 03:29:03,316 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 103/121 +[2025-02-27 03:29:03,345 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 104/121 +[2025-02-27 03:29:03,372 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 105/121 +[2025-02-27 03:29:03,399 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 106/121 +[2025-02-27 03:29:03,427 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 107/121 +[2025-02-27 03:29:03,457 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 108/121 +[2025-02-27 03:29:03,484 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 109/121 +[2025-02-27 03:29:03,511 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 110/121 +[2025-02-27 03:29:03,539 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 111/121 +[2025-02-27 03:29:03,566 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-02-27 03:29:03,594 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-02-27 03:29:03,621 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-02-27 03:29:03,649 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-02-27 03:29:03,676 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-02-27 03:29:03,704 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-02-27 03:29:03,732 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 118/121 +[2025-02-27 03:29:03,759 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 119/121 +[2025-02-27 03:29:03,786 INFO test.py line 201 943558] Test: 51/78-scene0256_00, Batch: 120/121 +[2025-02-27 03:29:03,924 INFO test.py line 289 943558] Test: scene0256_00 [51/78]-108517 Batch 4.022 (5.325) Accuracy 0.7940 (0.7524) mIoU 0.3145 (0.6755) +[2025-02-27 03:29:03,968 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 0/139 +[2025-02-27 03:29:04,001 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 1/139 +[2025-02-27 03:29:04,034 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 2/139 +[2025-02-27 03:29:04,069 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 3/139 +[2025-02-27 03:29:04,104 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 4/139 +[2025-02-27 03:29:04,142 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 5/139 +[2025-02-27 03:29:04,175 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 6/139 +[2025-02-27 03:29:04,208 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 7/139 +[2025-02-27 03:29:04,241 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 8/139 +[2025-02-27 03:29:04,305 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 9/139 +[2025-02-27 03:29:04,337 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 10/139 +[2025-02-27 03:29:04,370 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 11/139 +[2025-02-27 03:29:04,402 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 12/139 +[2025-02-27 03:29:04,444 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 13/139 +[2025-02-27 03:29:04,478 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 14/139 +[2025-02-27 03:29:04,509 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 15/139 +[2025-02-27 03:29:04,540 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 16/139 +[2025-02-27 03:29:04,572 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 17/139 +[2025-02-27 03:29:04,605 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 18/139 +[2025-02-27 03:29:04,639 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 19/139 +[2025-02-27 03:29:04,672 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 20/139 +[2025-02-27 03:29:04,706 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 21/139 +[2025-02-27 03:29:04,757 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 22/139 +[2025-02-27 03:29:04,791 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 23/139 +[2025-02-27 03:29:04,831 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 24/139 +[2025-02-27 03:29:04,864 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 25/139 +[2025-02-27 03:29:04,900 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 26/139 +[2025-02-27 03:29:04,932 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 27/139 +[2025-02-27 03:29:04,971 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 28/139 +[2025-02-27 03:29:05,004 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 29/139 +[2025-02-27 03:29:05,037 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 30/139 +[2025-02-27 03:29:05,102 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 31/139 +[2025-02-27 03:29:05,138 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 32/139 +[2025-02-27 03:29:05,173 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 33/139 +[2025-02-27 03:29:05,208 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 34/139 +[2025-02-27 03:29:05,255 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 35/139 +[2025-02-27 03:29:05,290 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 36/139 +[2025-02-27 03:29:05,322 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 37/139 +[2025-02-27 03:29:05,355 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 38/139 +[2025-02-27 03:29:05,388 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 39/139 +[2025-02-27 03:29:05,420 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 40/139 +[2025-02-27 03:29:05,454 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 41/139 +[2025-02-27 03:29:05,513 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 42/139 +[2025-02-27 03:29:05,546 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 43/139 +[2025-02-27 03:29:05,578 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 44/139 +[2025-02-27 03:29:05,611 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 45/139 +[2025-02-27 03:29:05,643 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 46/139 +[2025-02-27 03:29:05,676 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 47/139 +[2025-02-27 03:29:05,708 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 48/139 +[2025-02-27 03:29:05,739 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 49/139 +[2025-02-27 03:29:05,771 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 50/139 +[2025-02-27 03:29:05,802 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 51/139 +[2025-02-27 03:29:05,832 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 52/139 +[2025-02-27 03:29:05,869 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 53/139 +[2025-02-27 03:29:05,920 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 54/139 +[2025-02-27 03:29:05,962 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 55/139 +[2025-02-27 03:29:05,993 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 56/139 +[2025-02-27 03:29:06,025 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 57/139 +[2025-02-27 03:29:06,056 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 58/139 +[2025-02-27 03:29:06,092 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 59/139 +[2025-02-27 03:29:06,125 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 60/139 +[2025-02-27 03:29:06,157 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 61/139 +[2025-02-27 03:29:06,189 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 62/139 +[2025-02-27 03:29:06,221 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 63/139 +[2025-02-27 03:29:06,254 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 64/139 +[2025-02-27 03:29:06,285 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 65/139 +[2025-02-27 03:29:06,317 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 66/139 +[2025-02-27 03:29:06,348 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 67/139 +[2025-02-27 03:29:06,381 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 68/139 +[2025-02-27 03:29:06,413 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 69/139 +[2025-02-27 03:29:06,467 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 70/139 +[2025-02-27 03:29:06,500 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 71/139 +[2025-02-27 03:29:06,531 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 72/139 +[2025-02-27 03:29:06,563 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 73/139 +[2025-02-27 03:29:06,594 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 74/139 +[2025-02-27 03:29:06,628 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 75/139 +[2025-02-27 03:29:06,662 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 76/139 +[2025-02-27 03:29:06,694 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 77/139 +[2025-02-27 03:29:06,725 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 78/139 +[2025-02-27 03:29:06,759 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 79/139 +[2025-02-27 03:29:06,798 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 80/139 +[2025-02-27 03:29:06,829 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 81/139 +[2025-02-27 03:29:06,861 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 82/139 +[2025-02-27 03:29:06,892 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 83/139 +[2025-02-27 03:29:06,932 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 84/139 +[2025-02-27 03:29:06,964 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 85/139 +[2025-02-27 03:29:07,000 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 86/139 +[2025-02-27 03:29:07,033 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 87/139 +[2025-02-27 03:29:07,066 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 88/139 +[2025-02-27 03:29:07,099 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 89/139 +[2025-02-27 03:29:07,132 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 90/139 +[2025-02-27 03:29:07,168 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 91/139 +[2025-02-27 03:29:07,200 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 92/139 +[2025-02-27 03:29:07,239 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 93/139 +[2025-02-27 03:29:07,274 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 94/139 +[2025-02-27 03:29:07,309 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 95/139 +[2025-02-27 03:29:07,342 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 96/139 +[2025-02-27 03:29:07,375 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 97/139 +[2025-02-27 03:29:07,410 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 98/139 +[2025-02-27 03:29:07,452 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 99/139 +[2025-02-27 03:29:07,504 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 100/139 +[2025-02-27 03:29:07,556 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 101/139 +[2025-02-27 03:29:07,627 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 102/139 +[2025-02-27 03:29:07,681 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 103/139 +[2025-02-27 03:29:07,739 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 104/139 +[2025-02-27 03:29:07,800 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 105/139 +[2025-02-27 03:29:07,851 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 106/139 +[2025-02-27 03:29:07,903 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 107/139 +[2025-02-27 03:29:07,958 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 108/139 +[2025-02-27 03:29:08,017 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 109/139 +[2025-02-27 03:29:08,062 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 110/139 +[2025-02-27 03:29:08,100 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 111/139 +[2025-02-27 03:29:08,152 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 112/139 +[2025-02-27 03:29:08,196 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 113/139 +[2025-02-27 03:29:08,231 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 114/139 +[2025-02-27 03:29:08,264 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 115/139 +[2025-02-27 03:29:08,311 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 116/139 +[2025-02-27 03:29:08,352 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 117/139 +[2025-02-27 03:29:08,401 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 118/139 +[2025-02-27 03:29:08,451 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 119/139 +[2025-02-27 03:29:08,504 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 120/139 +[2025-02-27 03:29:08,547 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 121/139 +[2025-02-27 03:29:08,595 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 122/139 +[2025-02-27 03:29:08,648 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 123/139 +[2025-02-27 03:29:08,702 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 124/139 +[2025-02-27 03:29:08,741 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 125/139 +[2025-02-27 03:29:08,785 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 126/139 +[2025-02-27 03:29:08,829 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 127/139 +[2025-02-27 03:29:08,870 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 128/139 +[2025-02-27 03:29:08,911 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 129/139 +[2025-02-27 03:29:08,981 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 130/139 +[2025-02-27 03:29:09,024 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 131/139 +[2025-02-27 03:29:09,058 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 132/139 +[2025-02-27 03:29:09,093 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 133/139 +[2025-02-27 03:29:09,127 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 134/139 +[2025-02-27 03:29:09,162 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 135/139 +[2025-02-27 03:29:09,197 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 136/139 +[2025-02-27 03:29:09,232 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 137/139 +[2025-02-27 03:29:09,269 INFO test.py line 201 943558] Test: 52/78-scene0221_00, Batch: 138/139 +[2025-02-27 03:29:09,513 INFO test.py line 289 943558] Test: scene0221_00 [52/78]-185828 Batch 5.588 (5.330) Accuracy 0.9326 (0.7613) mIoU 0.6185 (0.6819) +[2025-02-27 03:29:09,543 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 0/155 +[2025-02-27 03:29:09,567 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 1/155 +[2025-02-27 03:29:09,591 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 2/155 +[2025-02-27 03:29:09,617 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 3/155 +[2025-02-27 03:29:09,642 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 4/155 +[2025-02-27 03:29:09,668 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 5/155 +[2025-02-27 03:29:09,695 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 6/155 +[2025-02-27 03:29:09,722 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 7/155 +[2025-02-27 03:29:09,755 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 8/155 +[2025-02-27 03:29:09,785 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 9/155 +[2025-02-27 03:29:09,829 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 10/155 +[2025-02-27 03:29:09,854 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 11/155 +[2025-02-27 03:29:09,877 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 12/155 +[2025-02-27 03:29:09,902 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 13/155 +[2025-02-27 03:29:09,927 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 14/155 +[2025-02-27 03:29:09,952 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 15/155 +[2025-02-27 03:29:09,976 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 16/155 +[2025-02-27 03:29:09,998 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 17/155 +[2025-02-27 03:29:10,023 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 18/155 +[2025-02-27 03:29:10,046 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 19/155 +[2025-02-27 03:29:10,072 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 20/155 +[2025-02-27 03:29:10,095 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 21/155 +[2025-02-27 03:29:10,119 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 22/155 +[2025-02-27 03:29:10,143 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 23/155 +[2025-02-27 03:29:10,177 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 24/155 +[2025-02-27 03:29:10,200 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 25/155 +[2025-02-27 03:29:10,223 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 26/155 +[2025-02-27 03:29:10,248 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 27/155 +[2025-02-27 03:29:10,272 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 28/155 +[2025-02-27 03:29:10,295 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 29/155 +[2025-02-27 03:29:10,319 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 30/155 +[2025-02-27 03:29:10,343 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 31/155 +[2025-02-27 03:29:10,371 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 32/155 +[2025-02-27 03:29:10,394 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 33/155 +[2025-02-27 03:29:10,419 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 34/155 +[2025-02-27 03:29:10,443 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 35/155 +[2025-02-27 03:29:10,468 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 36/155 +[2025-02-27 03:29:10,493 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 37/155 +[2025-02-27 03:29:10,518 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 38/155 +[2025-02-27 03:29:10,543 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 39/155 +[2025-02-27 03:29:10,568 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 40/155 +[2025-02-27 03:29:10,608 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 41/155 +[2025-02-27 03:29:10,632 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 42/155 +[2025-02-27 03:29:10,661 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 43/155 +[2025-02-27 03:29:10,686 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 44/155 +[2025-02-27 03:29:10,710 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 45/155 +[2025-02-27 03:29:10,734 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 46/155 +[2025-02-27 03:29:10,757 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 47/155 +[2025-02-27 03:29:10,781 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 48/155 +[2025-02-27 03:29:10,805 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 49/155 +[2025-02-27 03:29:10,829 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 50/155 +[2025-02-27 03:29:10,855 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 51/155 +[2025-02-27 03:29:10,878 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 52/155 +[2025-02-27 03:29:10,902 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 53/155 +[2025-02-27 03:29:10,926 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 54/155 +[2025-02-27 03:29:10,949 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 55/155 +[2025-02-27 03:29:10,975 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 56/155 +[2025-02-27 03:29:11,000 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 57/155 +[2025-02-27 03:29:11,023 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 58/155 +[2025-02-27 03:29:11,048 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 59/155 +[2025-02-27 03:29:11,072 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 60/155 +[2025-02-27 03:29:11,095 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 61/155 +[2025-02-27 03:29:11,121 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 62/155 +[2025-02-27 03:29:11,150 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 63/155 +[2025-02-27 03:29:11,178 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 64/155 +[2025-02-27 03:29:11,204 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 65/155 +[2025-02-27 03:29:11,240 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 66/155 +[2025-02-27 03:29:11,276 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 67/155 +[2025-02-27 03:29:11,340 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 68/155 +[2025-02-27 03:29:11,379 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 69/155 +[2025-02-27 03:29:11,414 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 70/155 +[2025-02-27 03:29:11,455 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 71/155 +[2025-02-27 03:29:11,494 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 72/155 +[2025-02-27 03:29:11,533 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 73/155 +[2025-02-27 03:29:11,563 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 74/155 +[2025-02-27 03:29:11,601 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 75/155 +[2025-02-27 03:29:11,637 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 76/155 +[2025-02-27 03:29:11,669 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 77/155 +[2025-02-27 03:29:11,705 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 78/155 +[2025-02-27 03:29:11,737 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 79/155 +[2025-02-27 03:29:11,777 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 80/155 +[2025-02-27 03:29:11,802 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 81/155 +[2025-02-27 03:29:11,826 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 82/155 +[2025-02-27 03:29:11,858 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 83/155 +[2025-02-27 03:29:11,901 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 84/155 +[2025-02-27 03:29:11,943 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 85/155 +[2025-02-27 03:29:11,977 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 86/155 +[2025-02-27 03:29:12,009 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 87/155 +[2025-02-27 03:29:12,041 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 88/155 +[2025-02-27 03:29:12,072 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 89/155 +[2025-02-27 03:29:12,106 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 90/155 +[2025-02-27 03:29:12,138 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 91/155 +[2025-02-27 03:29:12,178 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 92/155 +[2025-02-27 03:29:12,217 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 93/155 +[2025-02-27 03:29:12,251 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 94/155 +[2025-02-27 03:29:12,288 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 95/155 +[2025-02-27 03:29:12,320 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 96/155 +[2025-02-27 03:29:12,361 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 97/155 +[2025-02-27 03:29:12,399 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 98/155 +[2025-02-27 03:29:12,439 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 99/155 +[2025-02-27 03:29:12,510 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 100/155 +[2025-02-27 03:29:12,546 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 101/155 +[2025-02-27 03:29:12,581 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 102/155 +[2025-02-27 03:29:12,622 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 103/155 +[2025-02-27 03:29:12,657 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 104/155 +[2025-02-27 03:29:12,686 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 105/155 +[2025-02-27 03:29:12,713 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 106/155 +[2025-02-27 03:29:12,741 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 107/155 +[2025-02-27 03:29:12,769 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 108/155 +[2025-02-27 03:29:12,796 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 109/155 +[2025-02-27 03:29:12,822 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 110/155 +[2025-02-27 03:29:12,852 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 111/155 +[2025-02-27 03:29:12,877 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 112/155 +[2025-02-27 03:29:12,906 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 113/155 +[2025-02-27 03:29:12,930 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 114/155 +[2025-02-27 03:29:12,954 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 115/155 +[2025-02-27 03:29:12,979 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 116/155 +[2025-02-27 03:29:13,006 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 117/155 +[2025-02-27 03:29:13,031 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 118/155 +[2025-02-27 03:29:13,056 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 119/155 +[2025-02-27 03:29:13,079 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 120/155 +[2025-02-27 03:29:13,113 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 121/155 +[2025-02-27 03:29:13,143 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 122/155 +[2025-02-27 03:29:13,167 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 123/155 +[2025-02-27 03:29:13,191 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 124/155 +[2025-02-27 03:29:13,217 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 125/155 +[2025-02-27 03:29:13,240 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 126/155 +[2025-02-27 03:29:13,275 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 127/155 +[2025-02-27 03:29:13,300 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 128/155 +[2025-02-27 03:29:13,325 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 129/155 +[2025-02-27 03:29:13,350 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 130/155 +[2025-02-27 03:29:13,374 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 131/155 +[2025-02-27 03:29:13,399 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 132/155 +[2025-02-27 03:29:13,424 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 133/155 +[2025-02-27 03:29:13,450 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 134/155 +[2025-02-27 03:29:13,475 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 135/155 +[2025-02-27 03:29:13,501 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 136/155 +[2025-02-27 03:29:13,529 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 137/155 +[2025-02-27 03:29:13,555 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 138/155 +[2025-02-27 03:29:13,578 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 139/155 +[2025-02-27 03:29:13,602 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 140/155 +[2025-02-27 03:29:13,637 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 141/155 +[2025-02-27 03:29:13,661 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 142/155 +[2025-02-27 03:29:13,686 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 143/155 +[2025-02-27 03:29:13,714 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 144/155 +[2025-02-27 03:29:13,741 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 145/155 +[2025-02-27 03:29:13,768 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 146/155 +[2025-02-27 03:29:13,797 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 147/155 +[2025-02-27 03:29:13,830 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 148/155 +[2025-02-27 03:29:13,853 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 149/155 +[2025-02-27 03:29:13,878 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 150/155 +[2025-02-27 03:29:13,902 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 151/155 +[2025-02-27 03:29:13,924 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 152/155 +[2025-02-27 03:29:13,947 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 153/155 +[2025-02-27 03:29:13,971 INFO test.py line 201 943558] Test: 53/78-scene0146_01, Batch: 154/155 +[2025-02-27 03:29:14,039 INFO test.py line 289 943558] Test: scene0146_01 [53/78]-59330 Batch 4.525 (5.315) Accuracy 0.9671 (0.7619) mIoU 0.8400 (0.6825) +[2025-02-27 03:29:14,073 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-02-27 03:29:14,104 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 1/155 +[2025-02-27 03:29:14,135 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 2/155 +[2025-02-27 03:29:14,167 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 3/155 +[2025-02-27 03:29:14,199 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 4/155 +[2025-02-27 03:29:14,230 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 5/155 +[2025-02-27 03:29:14,263 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 6/155 +[2025-02-27 03:29:14,292 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 7/155 +[2025-02-27 03:29:14,322 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 8/155 +[2025-02-27 03:29:14,352 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 9/155 +[2025-02-27 03:29:14,384 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 10/155 +[2025-02-27 03:29:14,415 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 11/155 +[2025-02-27 03:29:14,446 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 12/155 +[2025-02-27 03:29:14,477 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 13/155 +[2025-02-27 03:29:14,507 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 14/155 +[2025-02-27 03:29:14,538 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 15/155 +[2025-02-27 03:29:14,576 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 16/155 +[2025-02-27 03:29:14,611 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 17/155 +[2025-02-27 03:29:14,641 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 18/155 +[2025-02-27 03:29:14,673 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 19/155 +[2025-02-27 03:29:14,703 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 20/155 +[2025-02-27 03:29:14,735 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 21/155 +[2025-02-27 03:29:14,767 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 22/155 +[2025-02-27 03:29:14,800 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 23/155 +[2025-02-27 03:29:14,831 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 24/155 +[2025-02-27 03:29:14,860 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 25/155 +[2025-02-27 03:29:14,890 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 26/155 +[2025-02-27 03:29:14,919 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 27/155 +[2025-02-27 03:29:14,949 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 28/155 +[2025-02-27 03:29:14,979 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 29/155 +[2025-02-27 03:29:15,010 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 30/155 +[2025-02-27 03:29:15,040 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 31/155 +[2025-02-27 03:29:15,070 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 32/155 +[2025-02-27 03:29:15,101 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 33/155 +[2025-02-27 03:29:15,131 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 34/155 +[2025-02-27 03:29:15,163 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 35/155 +[2025-02-27 03:29:15,194 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 36/155 +[2025-02-27 03:29:15,235 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 37/155 +[2025-02-27 03:29:15,276 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 38/155 +[2025-02-27 03:29:15,316 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 39/155 +[2025-02-27 03:29:15,360 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 40/155 +[2025-02-27 03:29:15,397 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 41/155 +[2025-02-27 03:29:15,434 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 42/155 +[2025-02-27 03:29:15,471 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 43/155 +[2025-02-27 03:29:15,511 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 44/155 +[2025-02-27 03:29:15,553 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 45/155 +[2025-02-27 03:29:15,590 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 46/155 +[2025-02-27 03:29:15,629 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 47/155 +[2025-02-27 03:29:15,669 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 48/155 +[2025-02-27 03:29:15,710 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 49/155 +[2025-02-27 03:29:15,749 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 50/155 +[2025-02-27 03:29:15,785 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 51/155 +[2025-02-27 03:29:15,817 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 52/155 +[2025-02-27 03:29:15,849 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 53/155 +[2025-02-27 03:29:15,884 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 54/155 +[2025-02-27 03:29:15,913 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 55/155 +[2025-02-27 03:29:15,943 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 56/155 +[2025-02-27 03:29:15,971 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 57/155 +[2025-02-27 03:29:16,000 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 58/155 +[2025-02-27 03:29:16,029 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 59/155 +[2025-02-27 03:29:16,058 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 60/155 +[2025-02-27 03:29:16,099 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 61/155 +[2025-02-27 03:29:16,132 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 62/155 +[2025-02-27 03:29:16,163 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 63/155 +[2025-02-27 03:29:16,195 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 64/155 +[2025-02-27 03:29:16,228 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 65/155 +[2025-02-27 03:29:16,259 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 66/155 +[2025-02-27 03:29:16,291 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 67/155 +[2025-02-27 03:29:16,323 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 68/155 +[2025-02-27 03:29:16,353 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 69/155 +[2025-02-27 03:29:16,384 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 70/155 +[2025-02-27 03:29:16,415 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 71/155 +[2025-02-27 03:29:16,444 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 72/155 +[2025-02-27 03:29:16,472 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 73/155 +[2025-02-27 03:29:16,501 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 74/155 +[2025-02-27 03:29:16,534 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 75/155 +[2025-02-27 03:29:16,571 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 76/155 +[2025-02-27 03:29:16,602 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 77/155 +[2025-02-27 03:29:16,632 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 78/155 +[2025-02-27 03:29:16,663 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 79/155 +[2025-02-27 03:29:16,696 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 80/155 +[2025-02-27 03:29:16,731 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 81/155 +[2025-02-27 03:29:16,761 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 82/155 +[2025-02-27 03:29:16,791 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 83/155 +[2025-02-27 03:29:16,822 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 84/155 +[2025-02-27 03:29:16,853 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 85/155 +[2025-02-27 03:29:16,883 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 86/155 +[2025-02-27 03:29:16,912 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 87/155 +[2025-02-27 03:29:16,940 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 88/155 +[2025-02-27 03:29:16,967 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 89/155 +[2025-02-27 03:29:16,995 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 90/155 +[2025-02-27 03:29:17,024 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 91/155 +[2025-02-27 03:29:17,053 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 92/155 +[2025-02-27 03:29:17,083 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 93/155 +[2025-02-27 03:29:17,113 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 94/155 +[2025-02-27 03:29:17,144 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 95/155 +[2025-02-27 03:29:17,174 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 96/155 +[2025-02-27 03:29:17,205 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 97/155 +[2025-02-27 03:29:17,236 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 98/155 +[2025-02-27 03:29:17,268 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 99/155 +[2025-02-27 03:29:17,302 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 100/155 +[2025-02-27 03:29:17,334 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 101/155 +[2025-02-27 03:29:17,364 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 102/155 +[2025-02-27 03:29:17,394 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 103/155 +[2025-02-27 03:29:17,424 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 104/155 +[2025-02-27 03:29:17,456 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 105/155 +[2025-02-27 03:29:17,490 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 106/155 +[2025-02-27 03:29:17,523 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 107/155 +[2025-02-27 03:29:17,555 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 108/155 +[2025-02-27 03:29:17,587 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 109/155 +[2025-02-27 03:29:17,619 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 110/155 +[2025-02-27 03:29:17,652 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 111/155 +[2025-02-27 03:29:17,686 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 112/155 +[2025-02-27 03:29:17,721 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 113/155 +[2025-02-27 03:29:17,756 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 114/155 +[2025-02-27 03:29:17,792 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 115/155 +[2025-02-27 03:29:17,836 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 116/155 +[2025-02-27 03:29:17,866 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 117/155 +[2025-02-27 03:29:17,905 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 118/155 +[2025-02-27 03:29:17,934 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 119/155 +[2025-02-27 03:29:17,964 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 120/155 +[2025-02-27 03:29:17,994 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 121/155 +[2025-02-27 03:29:18,024 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 122/155 +[2025-02-27 03:29:18,056 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 123/155 +[2025-02-27 03:29:18,087 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 124/155 +[2025-02-27 03:29:18,124 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 125/155 +[2025-02-27 03:29:18,155 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 126/155 +[2025-02-27 03:29:18,188 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 127/155 +[2025-02-27 03:29:18,223 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 128/155 +[2025-02-27 03:29:18,256 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 129/155 +[2025-02-27 03:29:18,288 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 130/155 +[2025-02-27 03:29:18,319 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 131/155 +[2025-02-27 03:29:18,348 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 132/155 +[2025-02-27 03:29:18,378 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 133/155 +[2025-02-27 03:29:18,408 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 134/155 +[2025-02-27 03:29:18,438 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 135/155 +[2025-02-27 03:29:18,469 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 136/155 +[2025-02-27 03:29:18,500 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 137/155 +[2025-02-27 03:29:18,531 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 138/155 +[2025-02-27 03:29:18,569 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 139/155 +[2025-02-27 03:29:18,601 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 140/155 +[2025-02-27 03:29:18,639 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 141/155 +[2025-02-27 03:29:18,672 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 142/155 +[2025-02-27 03:29:18,711 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 143/155 +[2025-02-27 03:29:18,743 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 144/155 +[2025-02-27 03:29:18,780 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 145/155 +[2025-02-27 03:29:18,811 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 146/155 +[2025-02-27 03:29:18,841 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 147/155 +[2025-02-27 03:29:18,873 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 148/155 +[2025-02-27 03:29:18,904 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 149/155 +[2025-02-27 03:29:18,936 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 150/155 +[2025-02-27 03:29:18,967 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 151/155 +[2025-02-27 03:29:18,999 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 152/155 +[2025-02-27 03:29:19,030 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 153/155 +[2025-02-27 03:29:19,061 INFO test.py line 201 943558] Test: 54/78-scene0697_03, Batch: 154/155 +[2025-02-27 03:29:19,253 INFO test.py line 289 943558] Test: scene0697_03 [54/78]-165912 Batch 5.214 (5.313) Accuracy 0.7183 (0.7593) mIoU 0.2159 (0.6798) +[2025-02-27 03:29:19,282 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 0/126 +[2025-02-27 03:29:19,310 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 1/126 +[2025-02-27 03:29:19,337 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 2/126 +[2025-02-27 03:29:19,364 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 3/126 +[2025-02-27 03:29:19,392 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 4/126 +[2025-02-27 03:29:19,420 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 5/126 +[2025-02-27 03:29:19,448 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 6/126 +[2025-02-27 03:29:19,476 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 7/126 +[2025-02-27 03:29:19,504 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 8/126 +[2025-02-27 03:29:19,535 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 9/126 +[2025-02-27 03:29:19,564 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 10/126 +[2025-02-27 03:29:19,593 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 11/126 +[2025-02-27 03:29:19,623 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 12/126 +[2025-02-27 03:29:19,652 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 13/126 +[2025-02-27 03:29:19,682 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 14/126 +[2025-02-27 03:29:19,712 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 15/126 +[2025-02-27 03:29:19,739 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 16/126 +[2025-02-27 03:29:19,766 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 17/126 +[2025-02-27 03:29:19,793 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 18/126 +[2025-02-27 03:29:19,820 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 19/126 +[2025-02-27 03:29:19,848 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 20/126 +[2025-02-27 03:29:19,876 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 21/126 +[2025-02-27 03:29:19,904 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 22/126 +[2025-02-27 03:29:19,932 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 23/126 +[2025-02-27 03:29:19,962 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 24/126 +[2025-02-27 03:29:19,992 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 25/126 +[2025-02-27 03:29:20,021 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 26/126 +[2025-02-27 03:29:20,054 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 27/126 +[2025-02-27 03:29:20,087 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 28/126 +[2025-02-27 03:29:20,117 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 29/126 +[2025-02-27 03:29:20,146 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 30/126 +[2025-02-27 03:29:20,176 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 31/126 +[2025-02-27 03:29:20,204 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 32/126 +[2025-02-27 03:29:20,231 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 33/126 +[2025-02-27 03:29:20,258 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 34/126 +[2025-02-27 03:29:20,285 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 35/126 +[2025-02-27 03:29:20,313 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 36/126 +[2025-02-27 03:29:20,341 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 37/126 +[2025-02-27 03:29:20,370 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 38/126 +[2025-02-27 03:29:20,401 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 39/126 +[2025-02-27 03:29:20,430 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 40/126 +[2025-02-27 03:29:20,459 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 41/126 +[2025-02-27 03:29:20,489 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 42/126 +[2025-02-27 03:29:20,520 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 43/126 +[2025-02-27 03:29:20,549 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 44/126 +[2025-02-27 03:29:20,579 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 45/126 +[2025-02-27 03:29:20,610 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 46/126 +[2025-02-27 03:29:20,639 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 47/126 +[2025-02-27 03:29:20,668 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 48/126 +[2025-02-27 03:29:20,699 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 49/126 +[2025-02-27 03:29:20,726 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 50/126 +[2025-02-27 03:29:20,753 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 51/126 +[2025-02-27 03:29:20,780 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 52/126 +[2025-02-27 03:29:20,806 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 53/126 +[2025-02-27 03:29:20,833 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 54/126 +[2025-02-27 03:29:20,860 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 55/126 +[2025-02-27 03:29:20,887 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 56/126 +[2025-02-27 03:29:20,915 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 57/126 +[2025-02-27 03:29:20,943 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 58/126 +[2025-02-27 03:29:20,977 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 59/126 +[2025-02-27 03:29:21,011 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 60/126 +[2025-02-27 03:29:21,039 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 61/126 +[2025-02-27 03:29:21,066 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 62/126 +[2025-02-27 03:29:21,093 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 63/126 +[2025-02-27 03:29:21,121 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 64/126 +[2025-02-27 03:29:21,148 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 65/126 +[2025-02-27 03:29:21,176 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 66/126 +[2025-02-27 03:29:21,202 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 67/126 +[2025-02-27 03:29:21,227 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 68/126 +[2025-02-27 03:29:21,252 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 69/126 +[2025-02-27 03:29:21,277 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 70/126 +[2025-02-27 03:29:21,302 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 71/126 +[2025-02-27 03:29:21,327 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 72/126 +[2025-02-27 03:29:21,354 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 73/126 +[2025-02-27 03:29:21,381 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 74/126 +[2025-02-27 03:29:21,408 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 75/126 +[2025-02-27 03:29:21,434 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 76/126 +[2025-02-27 03:29:21,465 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 77/126 +[2025-02-27 03:29:21,493 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 78/126 +[2025-02-27 03:29:21,521 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 79/126 +[2025-02-27 03:29:21,550 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 80/126 +[2025-02-27 03:29:21,578 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 81/126 +[2025-02-27 03:29:21,622 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 82/126 +[2025-02-27 03:29:21,666 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 83/126 +[2025-02-27 03:29:21,703 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 84/126 +[2025-02-27 03:29:21,740 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 85/126 +[2025-02-27 03:29:21,777 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 86/126 +[2025-02-27 03:29:21,805 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 87/126 +[2025-02-27 03:29:21,833 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 88/126 +[2025-02-27 03:29:21,860 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 89/126 +[2025-02-27 03:29:21,888 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 90/126 +[2025-02-27 03:29:21,915 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 91/126 +[2025-02-27 03:29:21,944 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 92/126 +[2025-02-27 03:29:21,974 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 93/126 +[2025-02-27 03:29:22,003 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 94/126 +[2025-02-27 03:29:22,033 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 95/126 +[2025-02-27 03:29:22,063 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 96/126 +[2025-02-27 03:29:22,094 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 97/126 +[2025-02-27 03:29:22,124 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 98/126 +[2025-02-27 03:29:22,154 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 99/126 +[2025-02-27 03:29:22,191 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 100/126 +[2025-02-27 03:29:22,221 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 101/126 +[2025-02-27 03:29:22,248 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 102/126 +[2025-02-27 03:29:22,275 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 103/126 +[2025-02-27 03:29:22,302 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 104/126 +[2025-02-27 03:29:22,329 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 105/126 +[2025-02-27 03:29:22,357 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 106/126 +[2025-02-27 03:29:22,385 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 107/126 +[2025-02-27 03:29:22,414 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 108/126 +[2025-02-27 03:29:22,443 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 109/126 +[2025-02-27 03:29:22,480 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 110/126 +[2025-02-27 03:29:22,510 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 111/126 +[2025-02-27 03:29:22,539 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 112/126 +[2025-02-27 03:29:22,569 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 113/126 +[2025-02-27 03:29:22,598 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 114/126 +[2025-02-27 03:29:22,631 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 115/126 +[2025-02-27 03:29:22,672 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 116/126 +[2025-02-27 03:29:22,711 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 117/126 +[2025-02-27 03:29:22,761 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 118/126 +[2025-02-27 03:29:22,818 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 119/126 +[2025-02-27 03:29:22,871 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-02-27 03:29:22,928 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-02-27 03:29:22,985 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-02-27 03:29:23,035 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-02-27 03:29:23,072 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-02-27 03:29:23,111 INFO test.py line 201 943558] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-02-27 03:29:23,264 INFO test.py line 289 943558] Test: scene0655_02 [55/78]-133857 Batch 4.011 (5.290) Accuracy 0.9947 (0.7598) mIoU 0.9889 (0.6806) +[2025-02-27 03:29:23,299 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-02-27 03:29:23,330 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 1/138 +[2025-02-27 03:29:23,361 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 2/138 +[2025-02-27 03:29:23,399 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 3/138 +[2025-02-27 03:29:23,437 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 4/138 +[2025-02-27 03:29:23,475 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 5/138 +[2025-02-27 03:29:23,510 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 6/138 +[2025-02-27 03:29:23,539 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 7/138 +[2025-02-27 03:29:23,566 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 8/138 +[2025-02-27 03:29:23,591 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 9/138 +[2025-02-27 03:29:23,616 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 10/138 +[2025-02-27 03:29:23,644 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 11/138 +[2025-02-27 03:29:23,669 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 12/138 +[2025-02-27 03:29:23,696 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 13/138 +[2025-02-27 03:29:23,722 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 14/138 +[2025-02-27 03:29:23,751 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 15/138 +[2025-02-27 03:29:23,776 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 16/138 +[2025-02-27 03:29:23,800 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 17/138 +[2025-02-27 03:29:23,825 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 18/138 +[2025-02-27 03:29:23,852 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 19/138 +[2025-02-27 03:29:23,875 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 20/138 +[2025-02-27 03:29:23,899 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 21/138 +[2025-02-27 03:29:23,923 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 22/138 +[2025-02-27 03:29:23,949 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 23/138 +[2025-02-27 03:29:23,973 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 24/138 +[2025-02-27 03:29:23,999 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 25/138 +[2025-02-27 03:29:24,024 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 26/138 +[2025-02-27 03:29:24,057 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 27/138 +[2025-02-27 03:29:24,084 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 28/138 +[2025-02-27 03:29:24,110 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 29/138 +[2025-02-27 03:29:24,135 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 30/138 +[2025-02-27 03:29:24,161 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 31/138 +[2025-02-27 03:29:24,188 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 32/138 +[2025-02-27 03:29:24,215 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 33/138 +[2025-02-27 03:29:24,242 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 34/138 +[2025-02-27 03:29:24,275 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 35/138 +[2025-02-27 03:29:24,311 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 36/138 +[2025-02-27 03:29:24,347 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 37/138 +[2025-02-27 03:29:24,391 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 38/138 +[2025-02-27 03:29:24,437 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 39/138 +[2025-02-27 03:29:24,483 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 40/138 +[2025-02-27 03:29:24,526 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 41/138 +[2025-02-27 03:29:24,566 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 42/138 +[2025-02-27 03:29:24,610 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 43/138 +[2025-02-27 03:29:24,665 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 44/138 +[2025-02-27 03:29:24,714 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 45/138 +[2025-02-27 03:29:24,763 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 46/138 +[2025-02-27 03:29:24,801 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 47/138 +[2025-02-27 03:29:24,842 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 48/138 +[2025-02-27 03:29:24,882 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 49/138 +[2025-02-27 03:29:24,922 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 50/138 +[2025-02-27 03:29:24,948 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 51/138 +[2025-02-27 03:29:24,977 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 52/138 +[2025-02-27 03:29:25,013 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 53/138 +[2025-02-27 03:29:25,038 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 54/138 +[2025-02-27 03:29:25,063 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 55/138 +[2025-02-27 03:29:25,086 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 56/138 +[2025-02-27 03:29:25,110 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 57/138 +[2025-02-27 03:29:25,138 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 58/138 +[2025-02-27 03:29:25,164 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 59/138 +[2025-02-27 03:29:25,190 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 60/138 +[2025-02-27 03:29:25,216 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 61/138 +[2025-02-27 03:29:25,241 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 62/138 +[2025-02-27 03:29:25,265 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 63/138 +[2025-02-27 03:29:25,291 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 64/138 +[2025-02-27 03:29:25,317 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 65/138 +[2025-02-27 03:29:25,344 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 66/138 +[2025-02-27 03:29:25,371 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 67/138 +[2025-02-27 03:29:25,394 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 68/138 +[2025-02-27 03:29:25,418 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 69/138 +[2025-02-27 03:29:25,459 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 70/138 +[2025-02-27 03:29:25,493 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 71/138 +[2025-02-27 03:29:25,534 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 72/138 +[2025-02-27 03:29:25,575 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 73/138 +[2025-02-27 03:29:25,604 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 74/138 +[2025-02-27 03:29:25,628 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 75/138 +[2025-02-27 03:29:25,652 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 76/138 +[2025-02-27 03:29:25,674 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 77/138 +[2025-02-27 03:29:25,696 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 78/138 +[2025-02-27 03:29:25,719 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 79/138 +[2025-02-27 03:29:25,742 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 80/138 +[2025-02-27 03:29:25,764 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 81/138 +[2025-02-27 03:29:25,788 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 82/138 +[2025-02-27 03:29:25,811 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 83/138 +[2025-02-27 03:29:25,835 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 84/138 +[2025-02-27 03:29:25,859 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 85/138 +[2025-02-27 03:29:25,883 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 86/138 +[2025-02-27 03:29:25,908 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 87/138 +[2025-02-27 03:29:25,932 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 88/138 +[2025-02-27 03:29:25,956 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 89/138 +[2025-02-27 03:29:25,985 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 90/138 +[2025-02-27 03:29:26,010 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 91/138 +[2025-02-27 03:29:26,035 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 92/138 +[2025-02-27 03:29:26,060 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 93/138 +[2025-02-27 03:29:26,086 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 94/138 +[2025-02-27 03:29:26,111 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 95/138 +[2025-02-27 03:29:26,136 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 96/138 +[2025-02-27 03:29:26,160 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 97/138 +[2025-02-27 03:29:26,183 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 98/138 +[2025-02-27 03:29:26,206 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 99/138 +[2025-02-27 03:29:26,229 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 100/138 +[2025-02-27 03:29:26,252 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 101/138 +[2025-02-27 03:29:26,275 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 102/138 +[2025-02-27 03:29:26,298 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 103/138 +[2025-02-27 03:29:26,322 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 104/138 +[2025-02-27 03:29:26,346 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 105/138 +[2025-02-27 03:29:26,371 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 106/138 +[2025-02-27 03:29:26,396 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 107/138 +[2025-02-27 03:29:26,420 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 108/138 +[2025-02-27 03:29:26,445 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 109/138 +[2025-02-27 03:29:26,470 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 110/138 +[2025-02-27 03:29:26,495 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 111/138 +[2025-02-27 03:29:26,520 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 112/138 +[2025-02-27 03:29:26,545 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 113/138 +[2025-02-27 03:29:26,570 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 114/138 +[2025-02-27 03:29:26,595 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 115/138 +[2025-02-27 03:29:26,619 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 116/138 +[2025-02-27 03:29:26,644 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 117/138 +[2025-02-27 03:29:26,669 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 118/138 +[2025-02-27 03:29:26,693 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 119/138 +[2025-02-27 03:29:26,715 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 120/138 +[2025-02-27 03:29:26,738 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 121/138 +[2025-02-27 03:29:26,760 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 122/138 +[2025-02-27 03:29:26,783 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 123/138 +[2025-02-27 03:29:26,807 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 124/138 +[2025-02-27 03:29:26,830 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 125/138 +[2025-02-27 03:29:26,853 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 126/138 +[2025-02-27 03:29:26,878 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 127/138 +[2025-02-27 03:29:26,907 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 128/138 +[2025-02-27 03:29:26,930 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 129/138 +[2025-02-27 03:29:26,955 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 130/138 +[2025-02-27 03:29:26,979 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 131/138 +[2025-02-27 03:29:27,004 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 132/138 +[2025-02-27 03:29:27,028 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 133/138 +[2025-02-27 03:29:27,052 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 134/138 +[2025-02-27 03:29:27,076 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 135/138 +[2025-02-27 03:29:27,100 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 136/138 +[2025-02-27 03:29:27,124 INFO test.py line 201 943558] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-02-27 03:29:27,201 INFO test.py line 289 943558] Test: scene0553_02 [56/78]-67632 Batch 3.936 (5.265) Accuracy 0.9756 (0.7603) mIoU 0.7390 (0.6813) +[2025-02-27 03:29:27,247 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-02-27 03:29:27,290 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-02-27 03:29:27,337 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 2/143 +[2025-02-27 03:29:27,379 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 3/143 +[2025-02-27 03:29:27,413 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 4/143 +[2025-02-27 03:29:27,447 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 5/143 +[2025-02-27 03:29:27,480 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 6/143 +[2025-02-27 03:29:27,512 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 7/143 +[2025-02-27 03:29:27,544 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 8/143 +[2025-02-27 03:29:27,578 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 9/143 +[2025-02-27 03:29:27,611 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 10/143 +[2025-02-27 03:29:27,644 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 11/143 +[2025-02-27 03:29:27,677 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 12/143 +[2025-02-27 03:29:27,707 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 13/143 +[2025-02-27 03:29:27,739 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 14/143 +[2025-02-27 03:29:27,771 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 15/143 +[2025-02-27 03:29:27,803 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 16/143 +[2025-02-27 03:29:27,834 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 17/143 +[2025-02-27 03:29:27,872 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 18/143 +[2025-02-27 03:29:27,905 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 19/143 +[2025-02-27 03:29:27,939 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 20/143 +[2025-02-27 03:29:27,972 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 21/143 +[2025-02-27 03:29:28,005 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 22/143 +[2025-02-27 03:29:28,038 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 23/143 +[2025-02-27 03:29:28,070 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 24/143 +[2025-02-27 03:29:28,105 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 25/143 +[2025-02-27 03:29:28,139 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 26/143 +[2025-02-27 03:29:28,171 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 27/143 +[2025-02-27 03:29:28,203 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 28/143 +[2025-02-27 03:29:28,234 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 29/143 +[2025-02-27 03:29:28,265 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 30/143 +[2025-02-27 03:29:28,297 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 31/143 +[2025-02-27 03:29:28,329 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 32/143 +[2025-02-27 03:29:28,360 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 33/143 +[2025-02-27 03:29:28,392 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 34/143 +[2025-02-27 03:29:28,426 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 35/143 +[2025-02-27 03:29:28,462 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 36/143 +[2025-02-27 03:29:28,497 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 37/143 +[2025-02-27 03:29:28,530 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 38/143 +[2025-02-27 03:29:28,563 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 39/143 +[2025-02-27 03:29:28,596 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 40/143 +[2025-02-27 03:29:28,629 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 41/143 +[2025-02-27 03:29:28,660 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 42/143 +[2025-02-27 03:29:28,691 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 43/143 +[2025-02-27 03:29:28,721 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 44/143 +[2025-02-27 03:29:28,750 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 45/143 +[2025-02-27 03:29:28,781 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 46/143 +[2025-02-27 03:29:28,813 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 47/143 +[2025-02-27 03:29:28,846 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 48/143 +[2025-02-27 03:29:28,878 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 49/143 +[2025-02-27 03:29:28,910 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 50/143 +[2025-02-27 03:29:28,941 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 51/143 +[2025-02-27 03:29:28,974 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 52/143 +[2025-02-27 03:29:29,005 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 53/143 +[2025-02-27 03:29:29,041 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 54/143 +[2025-02-27 03:29:29,074 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 55/143 +[2025-02-27 03:29:29,106 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 56/143 +[2025-02-27 03:29:29,136 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 57/143 +[2025-02-27 03:29:29,166 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 58/143 +[2025-02-27 03:29:29,195 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 59/143 +[2025-02-27 03:29:29,226 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 60/143 +[2025-02-27 03:29:29,257 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 61/143 +[2025-02-27 03:29:29,289 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 62/143 +[2025-02-27 03:29:29,322 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 63/143 +[2025-02-27 03:29:29,355 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 64/143 +[2025-02-27 03:29:29,387 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 65/143 +[2025-02-27 03:29:29,421 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 66/143 +[2025-02-27 03:29:29,453 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 67/143 +[2025-02-27 03:29:29,490 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 68/143 +[2025-02-27 03:29:29,521 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 69/143 +[2025-02-27 03:29:29,551 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 70/143 +[2025-02-27 03:29:29,581 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 71/143 +[2025-02-27 03:29:29,611 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 72/143 +[2025-02-27 03:29:29,641 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 73/143 +[2025-02-27 03:29:29,671 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 74/143 +[2025-02-27 03:29:29,703 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 75/143 +[2025-02-27 03:29:29,735 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 76/143 +[2025-02-27 03:29:29,768 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 77/143 +[2025-02-27 03:29:29,801 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 78/143 +[2025-02-27 03:29:29,835 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 79/143 +[2025-02-27 03:29:29,867 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 80/143 +[2025-02-27 03:29:29,907 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 81/143 +[2025-02-27 03:29:29,941 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 82/143 +[2025-02-27 03:29:30,018 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 83/143 +[2025-02-27 03:29:30,091 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 84/143 +[2025-02-27 03:29:30,177 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 85/143 +[2025-02-27 03:29:30,269 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 86/143 +[2025-02-27 03:29:30,393 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 87/143 +[2025-02-27 03:29:30,496 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 88/143 +[2025-02-27 03:29:30,565 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 89/143 +[2025-02-27 03:29:30,677 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 90/143 +[2025-02-27 03:29:30,825 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 91/143 +[2025-02-27 03:29:30,921 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 92/143 +[2025-02-27 03:29:31,004 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 93/143 +[2025-02-27 03:29:31,147 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 94/143 +[2025-02-27 03:29:31,256 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 95/143 +[2025-02-27 03:29:31,375 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 96/143 +[2025-02-27 03:29:31,496 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 97/143 +[2025-02-27 03:29:31,602 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 98/143 +[2025-02-27 03:29:31,691 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 99/143 +[2025-02-27 03:29:31,786 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 100/143 +[2025-02-27 03:29:31,956 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 101/143 +[2025-02-27 03:29:32,081 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 102/143 +[2025-02-27 03:29:32,205 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 103/143 +[2025-02-27 03:29:32,347 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 104/143 +[2025-02-27 03:29:32,509 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 105/143 +[2025-02-27 03:29:32,642 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 106/143 +[2025-02-27 03:29:32,770 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 107/143 +[2025-02-27 03:29:32,889 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 108/143 +[2025-02-27 03:29:33,029 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 109/143 +[2025-02-27 03:29:33,197 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 110/143 +[2025-02-27 03:29:33,344 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 111/143 +[2025-02-27 03:29:33,450 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 112/143 +[2025-02-27 03:29:33,599 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 113/143 +[2025-02-27 03:29:33,738 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 114/143 +[2025-02-27 03:29:33,916 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 115/143 +[2025-02-27 03:29:34,084 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 116/143 +[2025-02-27 03:29:34,243 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 117/143 +[2025-02-27 03:29:34,412 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 118/143 +[2025-02-27 03:29:34,554 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 119/143 +[2025-02-27 03:29:34,705 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 120/143 +[2025-02-27 03:29:34,841 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 121/143 +[2025-02-27 03:29:34,997 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 122/143 +[2025-02-27 03:29:35,162 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 123/143 +[2025-02-27 03:29:35,261 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 124/143 +[2025-02-27 03:29:35,377 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 125/143 +[2025-02-27 03:29:35,506 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 126/143 +[2025-02-27 03:29:35,637 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 127/143 +[2025-02-27 03:29:35,717 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 128/143 +[2025-02-27 03:29:35,815 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 129/143 +[2025-02-27 03:29:35,910 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 130/143 +[2025-02-27 03:29:35,998 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 131/143 +[2025-02-27 03:29:36,122 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 132/143 +[2025-02-27 03:29:36,215 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 133/143 +[2025-02-27 03:29:36,304 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 134/143 +[2025-02-27 03:29:36,414 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 135/143 +[2025-02-27 03:29:36,528 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 136/143 +[2025-02-27 03:29:36,631 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 137/143 +[2025-02-27 03:29:36,714 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 138/143 +[2025-02-27 03:29:36,807 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 139/143 +[2025-02-27 03:29:36,898 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 140/143 +[2025-02-27 03:29:37,020 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 141/143 +[2025-02-27 03:29:37,137 INFO test.py line 201 943558] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-02-27 03:29:37,441 INFO test.py line 289 943558] Test: scene0025_00 [57/78]-173392 Batch 10.239 (5.353) Accuracy 0.9293 (0.7621) mIoU 0.6837 (0.6840) +[2025-02-27 03:29:37,547 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-02-27 03:29:37,631 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-02-27 03:29:37,753 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-02-27 03:29:37,852 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-02-27 03:29:37,952 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 4/108 +[2025-02-27 03:29:38,036 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 5/108 +[2025-02-27 03:29:38,126 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 6/108 +[2025-02-27 03:29:38,227 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 7/108 +[2025-02-27 03:29:38,341 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 8/108 +[2025-02-27 03:29:38,448 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 9/108 +[2025-02-27 03:29:38,544 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 10/108 +[2025-02-27 03:29:38,647 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 11/108 +[2025-02-27 03:29:38,757 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 12/108 +[2025-02-27 03:29:38,851 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 13/108 +[2025-02-27 03:29:38,951 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 14/108 +[2025-02-27 03:29:39,016 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 15/108 +[2025-02-27 03:29:39,092 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 16/108 +[2025-02-27 03:29:39,209 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 17/108 +[2025-02-27 03:29:39,312 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 18/108 +[2025-02-27 03:29:39,411 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 19/108 +[2025-02-27 03:29:39,499 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 20/108 +[2025-02-27 03:29:39,583 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 21/108 +[2025-02-27 03:29:39,660 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 22/108 +[2025-02-27 03:29:39,760 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 23/108 +[2025-02-27 03:29:39,842 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 24/108 +[2025-02-27 03:29:39,911 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 25/108 +[2025-02-27 03:29:39,989 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 26/108 +[2025-02-27 03:29:40,076 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 27/108 +[2025-02-27 03:29:40,181 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 28/108 +[2025-02-27 03:29:40,279 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 29/108 +[2025-02-27 03:29:40,397 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 30/108 +[2025-02-27 03:29:40,485 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 31/108 +[2025-02-27 03:29:40,587 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 32/108 +[2025-02-27 03:29:40,665 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 33/108 +[2025-02-27 03:29:40,747 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 34/108 +[2025-02-27 03:29:40,843 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 35/108 +[2025-02-27 03:29:40,943 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 36/108 +[2025-02-27 03:29:41,021 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 37/108 +[2025-02-27 03:29:41,097 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 38/108 +[2025-02-27 03:29:41,174 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 39/108 +[2025-02-27 03:29:41,252 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 40/108 +[2025-02-27 03:29:41,319 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 41/108 +[2025-02-27 03:29:41,397 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 42/108 +[2025-02-27 03:29:41,488 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 43/108 +[2025-02-27 03:29:41,545 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 44/108 +[2025-02-27 03:29:41,646 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 45/108 +[2025-02-27 03:29:41,741 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 46/108 +[2025-02-27 03:29:41,806 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 47/108 +[2025-02-27 03:29:41,895 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 48/108 +[2025-02-27 03:29:41,979 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 49/108 +[2025-02-27 03:29:42,064 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 50/108 +[2025-02-27 03:29:42,128 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 51/108 +[2025-02-27 03:29:42,217 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 52/108 +[2025-02-27 03:29:42,312 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 53/108 +[2025-02-27 03:29:42,449 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 54/108 +[2025-02-27 03:29:42,554 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 55/108 +[2025-02-27 03:29:42,691 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 56/108 +[2025-02-27 03:29:42,788 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 57/108 +[2025-02-27 03:29:42,910 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 58/108 +[2025-02-27 03:29:43,039 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 59/108 +[2025-02-27 03:29:43,118 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 60/108 +[2025-02-27 03:29:43,211 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 61/108 +[2025-02-27 03:29:43,507 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 62/108 +[2025-02-27 03:29:43,603 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 63/108 +[2025-02-27 03:29:43,700 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 64/108 +[2025-02-27 03:29:43,837 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 65/108 +[2025-02-27 03:29:43,936 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 66/108 +[2025-02-27 03:29:44,032 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 67/108 +[2025-02-27 03:29:44,124 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 68/108 +[2025-02-27 03:29:44,213 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 69/108 +[2025-02-27 03:29:44,304 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 70/108 +[2025-02-27 03:29:44,384 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 71/108 +[2025-02-27 03:29:44,463 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 72/108 +[2025-02-27 03:29:44,572 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 73/108 +[2025-02-27 03:29:44,647 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 74/108 +[2025-02-27 03:29:44,682 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 75/108 +[2025-02-27 03:29:44,778 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 76/108 +[2025-02-27 03:29:44,857 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 77/108 +[2025-02-27 03:29:44,919 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 78/108 +[2025-02-27 03:29:44,998 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 79/108 +[2025-02-27 03:29:45,085 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 80/108 +[2025-02-27 03:29:45,179 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 81/108 +[2025-02-27 03:29:45,257 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 82/108 +[2025-02-27 03:29:45,351 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 83/108 +[2025-02-27 03:29:45,427 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 84/108 +[2025-02-27 03:29:45,512 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 85/108 +[2025-02-27 03:29:45,602 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 86/108 +[2025-02-27 03:29:45,688 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 87/108 +[2025-02-27 03:29:45,768 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 88/108 +[2025-02-27 03:29:45,859 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 89/108 +[2025-02-27 03:29:45,944 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 90/108 +[2025-02-27 03:29:46,015 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 91/108 +[2025-02-27 03:29:46,092 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 92/108 +[2025-02-27 03:29:46,179 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 93/108 +[2025-02-27 03:29:46,274 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 94/108 +[2025-02-27 03:29:46,360 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 95/108 +[2025-02-27 03:29:46,396 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 96/108 +[2025-02-27 03:29:46,479 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 97/108 +[2025-02-27 03:29:46,571 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 98/108 +[2025-02-27 03:29:46,665 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 99/108 +[2025-02-27 03:29:46,752 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 100/108 +[2025-02-27 03:29:46,830 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 101/108 +[2025-02-27 03:29:46,871 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 102/108 +[2025-02-27 03:29:46,949 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 103/108 +[2025-02-27 03:29:47,020 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 104/108 +[2025-02-27 03:29:47,069 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 105/108 +[2025-02-27 03:29:47,141 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 106/108 +[2025-02-27 03:29:47,202 INFO test.py line 201 943558] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-02-27 03:29:47,275 INFO test.py line 289 943558] Test: scene0693_02 [58/78]-47996 Batch 9.834 (5.430) Accuracy 0.9314 (0.7628) mIoU 0.6010 (0.6822) +[2025-02-27 03:29:47,394 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-02-27 03:29:47,499 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 1/138 +[2025-02-27 03:29:47,583 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 2/138 +[2025-02-27 03:29:47,687 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 3/138 +[2025-02-27 03:29:47,780 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 4/138 +[2025-02-27 03:29:47,822 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 5/138 +[2025-02-27 03:29:47,873 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 6/138 +[2025-02-27 03:29:47,945 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 7/138 +[2025-02-27 03:29:48,031 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 8/138 +[2025-02-27 03:29:48,089 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 9/138 +[2025-02-27 03:29:48,170 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 10/138 +[2025-02-27 03:29:48,250 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 11/138 +[2025-02-27 03:29:48,365 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 12/138 +[2025-02-27 03:29:48,458 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 13/138 +[2025-02-27 03:29:48,540 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 14/138 +[2025-02-27 03:29:48,610 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 15/138 +[2025-02-27 03:29:48,652 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 16/138 +[2025-02-27 03:29:48,736 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 17/138 +[2025-02-27 03:29:48,819 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 18/138 +[2025-02-27 03:29:48,885 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 19/138 +[2025-02-27 03:29:48,956 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 20/138 +[2025-02-27 03:29:48,998 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 21/138 +[2025-02-27 03:29:49,076 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 22/138 +[2025-02-27 03:29:49,117 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 23/138 +[2025-02-27 03:29:49,169 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 24/138 +[2025-02-27 03:29:49,205 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 25/138 +[2025-02-27 03:29:49,251 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 26/138 +[2025-02-27 03:29:49,320 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 27/138 +[2025-02-27 03:29:49,356 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 28/138 +[2025-02-27 03:29:49,389 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 29/138 +[2025-02-27 03:29:49,433 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 30/138 +[2025-02-27 03:29:49,474 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 31/138 +[2025-02-27 03:29:49,512 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 32/138 +[2025-02-27 03:29:49,562 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 33/138 +[2025-02-27 03:29:49,611 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 34/138 +[2025-02-27 03:29:49,665 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 35/138 +[2025-02-27 03:29:49,704 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 36/138 +[2025-02-27 03:29:49,743 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 37/138 +[2025-02-27 03:29:49,785 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 38/138 +[2025-02-27 03:29:49,823 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 39/138 +[2025-02-27 03:29:49,860 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 40/138 +[2025-02-27 03:29:49,892 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 41/138 +[2025-02-27 03:29:49,925 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 42/138 +[2025-02-27 03:29:49,959 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 43/138 +[2025-02-27 03:29:49,994 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 44/138 +[2025-02-27 03:29:50,027 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 45/138 +[2025-02-27 03:29:50,059 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 46/138 +[2025-02-27 03:29:50,091 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 47/138 +[2025-02-27 03:29:50,128 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 48/138 +[2025-02-27 03:29:50,161 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 49/138 +[2025-02-27 03:29:50,196 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 50/138 +[2025-02-27 03:29:50,229 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 51/138 +[2025-02-27 03:29:50,262 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 52/138 +[2025-02-27 03:29:50,295 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 53/138 +[2025-02-27 03:29:50,327 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 54/138 +[2025-02-27 03:29:50,359 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 55/138 +[2025-02-27 03:29:50,391 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 56/138 +[2025-02-27 03:29:50,423 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 57/138 +[2025-02-27 03:29:50,455 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 58/138 +[2025-02-27 03:29:50,487 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 59/138 +[2025-02-27 03:29:50,519 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 60/138 +[2025-02-27 03:29:50,554 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 61/138 +[2025-02-27 03:29:50,588 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 62/138 +[2025-02-27 03:29:50,626 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 63/138 +[2025-02-27 03:29:50,659 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 64/138 +[2025-02-27 03:29:50,694 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 65/138 +[2025-02-27 03:29:50,733 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 66/138 +[2025-02-27 03:29:50,768 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 67/138 +[2025-02-27 03:29:50,800 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 68/138 +[2025-02-27 03:29:50,832 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 69/138 +[2025-02-27 03:29:50,870 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 70/138 +[2025-02-27 03:29:50,903 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 71/138 +[2025-02-27 03:29:50,936 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 72/138 +[2025-02-27 03:29:50,968 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 73/138 +[2025-02-27 03:29:51,000 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 74/138 +[2025-02-27 03:29:51,036 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 75/138 +[2025-02-27 03:29:51,068 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 76/138 +[2025-02-27 03:29:51,104 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 77/138 +[2025-02-27 03:29:51,138 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 78/138 +[2025-02-27 03:29:51,170 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 79/138 +[2025-02-27 03:29:51,208 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 80/138 +[2025-02-27 03:29:51,244 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 81/138 +[2025-02-27 03:29:51,276 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 82/138 +[2025-02-27 03:29:51,308 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 83/138 +[2025-02-27 03:29:51,340 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 84/138 +[2025-02-27 03:29:51,373 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 85/138 +[2025-02-27 03:29:51,406 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 86/138 +[2025-02-27 03:29:51,438 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 87/138 +[2025-02-27 03:29:51,474 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 88/138 +[2025-02-27 03:29:51,509 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 89/138 +[2025-02-27 03:29:51,551 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 90/138 +[2025-02-27 03:29:51,586 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 91/138 +[2025-02-27 03:29:51,629 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 92/138 +[2025-02-27 03:29:51,665 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 93/138 +[2025-02-27 03:29:51,700 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 94/138 +[2025-02-27 03:29:51,735 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 95/138 +[2025-02-27 03:29:51,780 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 96/138 +[2025-02-27 03:29:51,815 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 97/138 +[2025-02-27 03:29:51,850 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 98/138 +[2025-02-27 03:29:51,886 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 99/138 +[2025-02-27 03:29:51,921 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 100/138 +[2025-02-27 03:29:51,956 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 101/138 +[2025-02-27 03:29:51,991 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 102/138 +[2025-02-27 03:29:52,026 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 103/138 +[2025-02-27 03:29:52,062 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 104/138 +[2025-02-27 03:29:52,096 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 105/138 +[2025-02-27 03:29:52,132 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 106/138 +[2025-02-27 03:29:52,167 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 107/138 +[2025-02-27 03:29:52,205 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 108/138 +[2025-02-27 03:29:52,240 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 109/138 +[2025-02-27 03:29:52,275 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 110/138 +[2025-02-27 03:29:52,309 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 111/138 +[2025-02-27 03:29:52,344 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 112/138 +[2025-02-27 03:29:52,378 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 113/138 +[2025-02-27 03:29:52,413 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 114/138 +[2025-02-27 03:29:52,448 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 115/138 +[2025-02-27 03:29:52,483 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 116/138 +[2025-02-27 03:29:52,518 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 117/138 +[2025-02-27 03:29:52,553 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 118/138 +[2025-02-27 03:29:52,589 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 119/138 +[2025-02-27 03:29:52,623 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 120/138 +[2025-02-27 03:29:52,657 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 121/138 +[2025-02-27 03:29:52,692 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 122/138 +[2025-02-27 03:29:52,727 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 123/138 +[2025-02-27 03:29:52,762 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 124/138 +[2025-02-27 03:29:52,797 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 125/138 +[2025-02-27 03:29:52,832 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 126/138 +[2025-02-27 03:29:52,866 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 127/138 +[2025-02-27 03:29:52,899 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 128/138 +[2025-02-27 03:29:52,932 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 129/138 +[2025-02-27 03:29:52,965 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 130/138 +[2025-02-27 03:29:52,999 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 131/138 +[2025-02-27 03:29:53,031 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 132/138 +[2025-02-27 03:29:53,065 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 133/138 +[2025-02-27 03:29:53,098 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 134/138 +[2025-02-27 03:29:53,131 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 135/138 +[2025-02-27 03:29:53,165 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 136/138 +[2025-02-27 03:29:53,199 INFO test.py line 201 943558] Test: 59/78-scene0665_00, Batch: 137/138 +[2025-02-27 03:29:53,496 INFO test.py line 289 943558] Test: scene0665_00 [59/78]-252726 Batch 6.220 (5.443) Accuracy 0.8656 (0.7584) mIoU 0.4018 (0.6796) +[2025-02-27 03:29:53,585 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 0/148 +[2025-02-27 03:29:53,684 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 1/148 +[2025-02-27 03:29:53,785 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 2/148 +[2025-02-27 03:29:53,869 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 3/148 +[2025-02-27 03:29:54,013 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 4/148 +[2025-02-27 03:29:54,120 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 5/148 +[2025-02-27 03:29:54,204 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 6/148 +[2025-02-27 03:29:54,281 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 7/148 +[2025-02-27 03:29:54,374 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 8/148 +[2025-02-27 03:29:54,448 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 9/148 +[2025-02-27 03:29:54,551 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 10/148 +[2025-02-27 03:29:54,648 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 11/148 +[2025-02-27 03:29:54,733 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 12/148 +[2025-02-27 03:29:54,784 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 13/148 +[2025-02-27 03:29:54,819 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 14/148 +[2025-02-27 03:29:54,893 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 15/148 +[2025-02-27 03:29:54,930 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 16/148 +[2025-02-27 03:29:54,966 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 17/148 +[2025-02-27 03:29:55,036 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 18/148 +[2025-02-27 03:29:55,064 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 19/148 +[2025-02-27 03:29:55,092 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 20/148 +[2025-02-27 03:29:55,125 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 21/148 +[2025-02-27 03:29:55,163 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 22/148 +[2025-02-27 03:29:55,197 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 23/148 +[2025-02-27 03:29:55,230 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 24/148 +[2025-02-27 03:29:55,265 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 25/148 +[2025-02-27 03:29:55,300 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 26/148 +[2025-02-27 03:29:55,338 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 27/148 +[2025-02-27 03:29:55,439 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 28/148 +[2025-02-27 03:29:55,549 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 29/148 +[2025-02-27 03:29:55,643 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 30/148 +[2025-02-27 03:29:55,794 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 31/148 +[2025-02-27 03:29:55,954 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 32/148 +[2025-02-27 03:29:56,125 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 33/148 +[2025-02-27 03:29:56,290 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 34/148 +[2025-02-27 03:29:56,453 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 35/148 +[2025-02-27 03:29:56,569 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 36/148 +[2025-02-27 03:29:56,721 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 37/148 +[2025-02-27 03:29:56,890 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 38/148 +[2025-02-27 03:29:57,078 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 39/148 +[2025-02-27 03:29:57,221 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 40/148 +[2025-02-27 03:29:57,415 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 41/148 +[2025-02-27 03:29:57,585 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 42/148 +[2025-02-27 03:29:57,727 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 43/148 +[2025-02-27 03:29:57,858 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 44/148 +[2025-02-27 03:29:57,961 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 45/148 +[2025-02-27 03:29:58,049 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 46/148 +[2025-02-27 03:29:58,151 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 47/148 +[2025-02-27 03:29:58,247 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 48/148 +[2025-02-27 03:29:58,359 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 49/148 +[2025-02-27 03:29:58,450 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 50/148 +[2025-02-27 03:29:58,543 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 51/148 +[2025-02-27 03:29:58,654 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 52/148 +[2025-02-27 03:29:58,790 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 53/148 +[2025-02-27 03:29:58,901 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 54/148 +[2025-02-27 03:29:59,033 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 55/148 +[2025-02-27 03:29:59,174 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 56/148 +[2025-02-27 03:29:59,312 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 57/148 +[2025-02-27 03:29:59,416 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 58/148 +[2025-02-27 03:29:59,555 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 59/148 +[2025-02-27 03:29:59,651 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 60/148 +[2025-02-27 03:29:59,763 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 61/148 +[2025-02-27 03:29:59,859 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 62/148 +[2025-02-27 03:29:59,966 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 63/148 +[2025-02-27 03:30:00,067 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 64/148 +[2025-02-27 03:30:00,171 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 65/148 +[2025-02-27 03:30:00,268 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 66/148 +[2025-02-27 03:30:00,388 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 67/148 +[2025-02-27 03:30:00,515 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 68/148 +[2025-02-27 03:30:00,633 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 69/148 +[2025-02-27 03:30:00,751 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 70/148 +[2025-02-27 03:30:00,824 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 71/148 +[2025-02-27 03:30:00,919 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 72/148 +[2025-02-27 03:30:01,009 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 73/148 +[2025-02-27 03:30:01,116 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 74/148 +[2025-02-27 03:30:01,214 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 75/148 +[2025-02-27 03:30:01,293 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 76/148 +[2025-02-27 03:30:01,383 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 77/148 +[2025-02-27 03:30:01,481 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 78/148 +[2025-02-27 03:30:01,572 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 79/148 +[2025-02-27 03:30:01,674 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 80/148 +[2025-02-27 03:30:01,773 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 81/148 +[2025-02-27 03:30:01,875 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 82/148 +[2025-02-27 03:30:01,947 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 83/148 +[2025-02-27 03:30:02,024 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 84/148 +[2025-02-27 03:30:02,167 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 85/148 +[2025-02-27 03:30:02,217 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 86/148 +[2025-02-27 03:30:02,331 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 87/148 +[2025-02-27 03:30:02,429 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 88/148 +[2025-02-27 03:30:02,544 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 89/148 +[2025-02-27 03:30:02,666 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 90/148 +[2025-02-27 03:30:02,751 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 91/148 +[2025-02-27 03:30:02,831 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 92/148 +[2025-02-27 03:30:02,874 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 93/148 +[2025-02-27 03:30:02,953 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 94/148 +[2025-02-27 03:30:02,985 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 95/148 +[2025-02-27 03:30:03,051 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 96/148 +[2025-02-27 03:30:03,091 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 97/148 +[2025-02-27 03:30:03,167 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 98/148 +[2025-02-27 03:30:03,216 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 99/148 +[2025-02-27 03:30:03,293 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 100/148 +[2025-02-27 03:30:03,350 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 101/148 +[2025-02-27 03:30:03,383 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 102/148 +[2025-02-27 03:30:03,425 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 103/148 +[2025-02-27 03:30:03,457 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 104/148 +[2025-02-27 03:30:03,529 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 105/148 +[2025-02-27 03:30:03,561 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 106/148 +[2025-02-27 03:30:03,608 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 107/148 +[2025-02-27 03:30:03,661 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 108/148 +[2025-02-27 03:30:03,750 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 109/148 +[2025-02-27 03:30:03,793 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 110/148 +[2025-02-27 03:30:03,831 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 111/148 +[2025-02-27 03:30:03,865 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 112/148 +[2025-02-27 03:30:03,899 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 113/148 +[2025-02-27 03:30:03,936 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 114/148 +[2025-02-27 03:30:04,021 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 115/148 +[2025-02-27 03:30:04,064 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 116/148 +[2025-02-27 03:30:04,097 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 117/148 +[2025-02-27 03:30:04,128 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 118/148 +[2025-02-27 03:30:04,162 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 119/148 +[2025-02-27 03:30:04,194 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 120/148 +[2025-02-27 03:30:04,249 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 121/148 +[2025-02-27 03:30:04,284 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 122/148 +[2025-02-27 03:30:04,313 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 123/148 +[2025-02-27 03:30:04,344 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 124/148 +[2025-02-27 03:30:04,395 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 125/148 +[2025-02-27 03:30:04,426 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 126/148 +[2025-02-27 03:30:04,460 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 127/148 +[2025-02-27 03:30:04,492 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 128/148 +[2025-02-27 03:30:04,524 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 129/148 +[2025-02-27 03:30:04,555 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 130/148 +[2025-02-27 03:30:04,585 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 131/148 +[2025-02-27 03:30:04,616 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 132/148 +[2025-02-27 03:30:04,647 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 133/148 +[2025-02-27 03:30:04,701 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 134/148 +[2025-02-27 03:30:04,741 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 135/148 +[2025-02-27 03:30:04,778 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 136/148 +[2025-02-27 03:30:04,815 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 137/148 +[2025-02-27 03:30:04,850 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 138/148 +[2025-02-27 03:30:04,889 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 139/148 +[2025-02-27 03:30:04,928 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 140/148 +[2025-02-27 03:30:04,971 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 141/148 +[2025-02-27 03:30:05,008 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 142/148 +[2025-02-27 03:30:05,045 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 143/148 +[2025-02-27 03:30:05,086 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 144/148 +[2025-02-27 03:30:05,122 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 145/148 +[2025-02-27 03:30:05,155 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 146/148 +[2025-02-27 03:30:05,194 INFO test.py line 201 943558] Test: 60/78-scene0647_01, Batch: 147/148 +[2025-02-27 03:30:05,399 INFO test.py line 289 943558] Test: scene0647_01 [60/78]-194360 Batch 11.901 (5.551) Accuracy 0.9085 (0.7586) mIoU 0.6361 (0.6799) +[2025-02-27 03:30:05,423 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 0/134 +[2025-02-27 03:30:05,445 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 1/134 +[2025-02-27 03:30:05,469 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 2/134 +[2025-02-27 03:30:05,490 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 3/134 +[2025-02-27 03:30:05,512 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 4/134 +[2025-02-27 03:30:05,551 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 5/134 +[2025-02-27 03:30:05,576 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 6/134 +[2025-02-27 03:30:05,601 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 7/134 +[2025-02-27 03:30:05,622 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 8/134 +[2025-02-27 03:30:05,643 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 9/134 +[2025-02-27 03:30:05,666 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 10/134 +[2025-02-27 03:30:05,686 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 11/134 +[2025-02-27 03:30:05,706 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 12/134 +[2025-02-27 03:30:05,726 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 13/134 +[2025-02-27 03:30:05,746 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 14/134 +[2025-02-27 03:30:05,766 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 15/134 +[2025-02-27 03:30:05,790 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 16/134 +[2025-02-27 03:30:05,810 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 17/134 +[2025-02-27 03:30:05,831 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 18/134 +[2025-02-27 03:30:05,876 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 19/134 +[2025-02-27 03:30:05,897 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 20/134 +[2025-02-27 03:30:05,916 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 21/134 +[2025-02-27 03:30:05,937 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 22/134 +[2025-02-27 03:30:05,959 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 23/134 +[2025-02-27 03:30:05,980 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 24/134 +[2025-02-27 03:30:06,001 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 25/134 +[2025-02-27 03:30:06,021 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 26/134 +[2025-02-27 03:30:06,042 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 27/134 +[2025-02-27 03:30:06,063 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 28/134 +[2025-02-27 03:30:06,085 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 29/134 +[2025-02-27 03:30:06,108 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 30/134 +[2025-02-27 03:30:06,129 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 31/134 +[2025-02-27 03:30:06,150 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 32/134 +[2025-02-27 03:30:06,176 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 33/134 +[2025-02-27 03:30:06,205 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 34/134 +[2025-02-27 03:30:06,228 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 35/134 +[2025-02-27 03:30:06,265 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 36/134 +[2025-02-27 03:30:06,287 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 37/134 +[2025-02-27 03:30:06,307 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 38/134 +[2025-02-27 03:30:06,328 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 39/134 +[2025-02-27 03:30:06,352 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 40/134 +[2025-02-27 03:30:06,373 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 41/134 +[2025-02-27 03:30:06,394 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 42/134 +[2025-02-27 03:30:06,415 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 43/134 +[2025-02-27 03:30:06,437 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 44/134 +[2025-02-27 03:30:06,459 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 45/134 +[2025-02-27 03:30:06,480 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 46/134 +[2025-02-27 03:30:06,502 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 47/134 +[2025-02-27 03:30:06,522 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 48/134 +[2025-02-27 03:30:06,543 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 49/134 +[2025-02-27 03:30:06,563 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 50/134 +[2025-02-27 03:30:06,584 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 51/134 +[2025-02-27 03:30:06,605 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 52/134 +[2025-02-27 03:30:06,627 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 53/134 +[2025-02-27 03:30:06,654 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 54/134 +[2025-02-27 03:30:06,675 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 55/134 +[2025-02-27 03:30:06,695 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 56/134 +[2025-02-27 03:30:06,718 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 57/134 +[2025-02-27 03:30:06,739 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 58/134 +[2025-02-27 03:30:06,759 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 59/134 +[2025-02-27 03:30:06,779 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 60/134 +[2025-02-27 03:30:06,800 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 61/134 +[2025-02-27 03:30:06,820 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 62/134 +[2025-02-27 03:30:06,843 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 63/134 +[2025-02-27 03:30:06,865 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 64/134 +[2025-02-27 03:30:06,886 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 65/134 +[2025-02-27 03:30:06,907 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 66/134 +[2025-02-27 03:30:06,928 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 67/134 +[2025-02-27 03:30:06,957 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 68/134 +[2025-02-27 03:30:06,979 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 69/134 +[2025-02-27 03:30:07,007 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 70/134 +[2025-02-27 03:30:07,028 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 71/134 +[2025-02-27 03:30:07,049 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 72/134 +[2025-02-27 03:30:07,068 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 73/134 +[2025-02-27 03:30:07,089 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 74/134 +[2025-02-27 03:30:07,108 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 75/134 +[2025-02-27 03:30:07,131 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 76/134 +[2025-02-27 03:30:07,159 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 77/134 +[2025-02-27 03:30:07,195 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 78/134 +[2025-02-27 03:30:07,215 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 79/134 +[2025-02-27 03:30:07,235 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 80/134 +[2025-02-27 03:30:07,255 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 81/134 +[2025-02-27 03:30:07,275 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 82/134 +[2025-02-27 03:30:07,296 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 83/134 +[2025-02-27 03:30:07,317 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 84/134 +[2025-02-27 03:30:07,338 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 85/134 +[2025-02-27 03:30:07,358 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 86/134 +[2025-02-27 03:30:07,379 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 87/134 +[2025-02-27 03:30:07,400 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 88/134 +[2025-02-27 03:30:07,429 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 89/134 +[2025-02-27 03:30:07,455 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 90/134 +[2025-02-27 03:30:07,476 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 91/134 +[2025-02-27 03:30:07,498 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 92/134 +[2025-02-27 03:30:07,520 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 93/134 +[2025-02-27 03:30:07,542 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 94/134 +[2025-02-27 03:30:07,563 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 95/134 +[2025-02-27 03:30:07,584 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 96/134 +[2025-02-27 03:30:07,605 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 97/134 +[2025-02-27 03:30:07,626 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 98/134 +[2025-02-27 03:30:07,647 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 99/134 +[2025-02-27 03:30:07,668 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 100/134 +[2025-02-27 03:30:07,688 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 101/134 +[2025-02-27 03:30:07,709 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 102/134 +[2025-02-27 03:30:07,732 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 103/134 +[2025-02-27 03:30:07,754 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 104/134 +[2025-02-27 03:30:07,775 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 105/134 +[2025-02-27 03:30:07,796 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 106/134 +[2025-02-27 03:30:07,818 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 107/134 +[2025-02-27 03:30:07,840 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 108/134 +[2025-02-27 03:30:07,861 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 109/134 +[2025-02-27 03:30:07,888 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 110/134 +[2025-02-27 03:30:07,915 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 111/134 +[2025-02-27 03:30:07,950 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 112/134 +[2025-02-27 03:30:07,972 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 113/134 +[2025-02-27 03:30:07,993 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 114/134 +[2025-02-27 03:30:08,014 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 115/134 +[2025-02-27 03:30:08,036 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 116/134 +[2025-02-27 03:30:08,060 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 117/134 +[2025-02-27 03:30:08,083 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 118/134 +[2025-02-27 03:30:08,105 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 119/134 +[2025-02-27 03:30:08,135 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 120/134 +[2025-02-27 03:30:08,166 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 121/134 +[2025-02-27 03:30:08,196 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 122/134 +[2025-02-27 03:30:08,226 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 123/134 +[2025-02-27 03:30:08,247 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 124/134 +[2025-02-27 03:30:08,267 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 125/134 +[2025-02-27 03:30:08,288 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 126/134 +[2025-02-27 03:30:08,308 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 127/134 +[2025-02-27 03:30:08,329 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 128/134 +[2025-02-27 03:30:08,349 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 129/134 +[2025-02-27 03:30:08,373 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 130/134 +[2025-02-27 03:30:08,394 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 131/134 +[2025-02-27 03:30:08,415 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 132/134 +[2025-02-27 03:30:08,436 INFO test.py line 201 943558] Test: 61/78-scene0558_00, Batch: 133/134 +[2025-02-27 03:30:08,512 INFO test.py line 289 943558] Test: scene0558_00 [61/78]-92953 Batch 3.112 (5.511) Accuracy 0.5883 (0.7551) mIoU 0.2954 (0.6730) +[2025-02-27 03:30:08,543 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 0/139 +[2025-02-27 03:30:08,574 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-02-27 03:30:08,596 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 2/139 +[2025-02-27 03:30:08,617 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 3/139 +[2025-02-27 03:30:08,638 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 4/139 +[2025-02-27 03:30:08,660 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 5/139 +[2025-02-27 03:30:08,690 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 6/139 +[2025-02-27 03:30:08,713 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 7/139 +[2025-02-27 03:30:08,734 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 8/139 +[2025-02-27 03:30:08,755 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 9/139 +[2025-02-27 03:30:08,775 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 10/139 +[2025-02-27 03:30:08,798 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 11/139 +[2025-02-27 03:30:08,822 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 12/139 +[2025-02-27 03:30:08,844 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 13/139 +[2025-02-27 03:30:08,876 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 14/139 +[2025-02-27 03:30:08,899 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 15/139 +[2025-02-27 03:30:08,920 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 16/139 +[2025-02-27 03:30:08,941 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 17/139 +[2025-02-27 03:30:08,961 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 18/139 +[2025-02-27 03:30:08,987 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 19/139 +[2025-02-27 03:30:09,020 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 20/139 +[2025-02-27 03:30:09,056 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 21/139 +[2025-02-27 03:30:09,090 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 22/139 +[2025-02-27 03:30:09,125 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 23/139 +[2025-02-27 03:30:09,158 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 24/139 +[2025-02-27 03:30:09,188 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 25/139 +[2025-02-27 03:30:09,219 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 26/139 +[2025-02-27 03:30:09,249 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 27/139 +[2025-02-27 03:30:09,282 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 28/139 +[2025-02-27 03:30:09,318 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 29/139 +[2025-02-27 03:30:09,358 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 30/139 +[2025-02-27 03:30:09,398 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 31/139 +[2025-02-27 03:30:09,434 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 32/139 +[2025-02-27 03:30:09,469 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 33/139 +[2025-02-27 03:30:09,510 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 34/139 +[2025-02-27 03:30:09,553 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 35/139 +[2025-02-27 03:30:09,593 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 36/139 +[2025-02-27 03:30:09,632 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 37/139 +[2025-02-27 03:30:09,671 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 38/139 +[2025-02-27 03:30:09,726 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 39/139 +[2025-02-27 03:30:09,781 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 40/139 +[2025-02-27 03:30:09,861 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 41/139 +[2025-02-27 03:30:09,920 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 42/139 +[2025-02-27 03:30:09,994 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 43/139 +[2025-02-27 03:30:10,056 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 44/139 +[2025-02-27 03:30:10,099 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 45/139 +[2025-02-27 03:30:10,168 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 46/139 +[2025-02-27 03:30:10,219 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 47/139 +[2025-02-27 03:30:10,274 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 48/139 +[2025-02-27 03:30:10,308 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 49/139 +[2025-02-27 03:30:10,334 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 50/139 +[2025-02-27 03:30:10,359 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 51/139 +[2025-02-27 03:30:10,386 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 52/139 +[2025-02-27 03:30:10,413 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 53/139 +[2025-02-27 03:30:10,440 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 54/139 +[2025-02-27 03:30:10,469 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 55/139 +[2025-02-27 03:30:10,494 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 56/139 +[2025-02-27 03:30:10,520 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 57/139 +[2025-02-27 03:30:10,545 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 58/139 +[2025-02-27 03:30:10,571 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 59/139 +[2025-02-27 03:30:10,597 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 60/139 +[2025-02-27 03:30:10,624 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 61/139 +[2025-02-27 03:30:10,651 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 62/139 +[2025-02-27 03:30:10,675 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 63/139 +[2025-02-27 03:30:10,701 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 64/139 +[2025-02-27 03:30:10,727 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 65/139 +[2025-02-27 03:30:10,753 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 66/139 +[2025-02-27 03:30:10,789 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 67/139 +[2025-02-27 03:30:10,815 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 68/139 +[2025-02-27 03:30:10,839 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 69/139 +[2025-02-27 03:30:10,864 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 70/139 +[2025-02-27 03:30:10,890 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 71/139 +[2025-02-27 03:30:10,915 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 72/139 +[2025-02-27 03:30:10,945 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 73/139 +[2025-02-27 03:30:10,972 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 74/139 +[2025-02-27 03:30:10,996 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 75/139 +[2025-02-27 03:30:11,023 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 76/139 +[2025-02-27 03:30:11,048 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 77/139 +[2025-02-27 03:30:11,073 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 78/139 +[2025-02-27 03:30:11,098 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 79/139 +[2025-02-27 03:30:11,122 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 80/139 +[2025-02-27 03:30:11,148 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 81/139 +[2025-02-27 03:30:11,171 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 82/139 +[2025-02-27 03:30:11,196 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 83/139 +[2025-02-27 03:30:11,221 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 84/139 +[2025-02-27 03:30:11,247 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 85/139 +[2025-02-27 03:30:11,274 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 86/139 +[2025-02-27 03:30:11,300 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 87/139 +[2025-02-27 03:30:11,326 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 88/139 +[2025-02-27 03:30:11,352 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 89/139 +[2025-02-27 03:30:11,379 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 90/139 +[2025-02-27 03:30:11,404 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 91/139 +[2025-02-27 03:30:11,432 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 92/139 +[2025-02-27 03:30:11,458 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 93/139 +[2025-02-27 03:30:11,487 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 94/139 +[2025-02-27 03:30:11,513 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 95/139 +[2025-02-27 03:30:11,539 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 96/139 +[2025-02-27 03:30:11,565 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 97/139 +[2025-02-27 03:30:11,594 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 98/139 +[2025-02-27 03:30:11,626 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 99/139 +[2025-02-27 03:30:11,661 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 100/139 +[2025-02-27 03:30:11,688 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 101/139 +[2025-02-27 03:30:11,715 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 102/139 +[2025-02-27 03:30:11,741 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 103/139 +[2025-02-27 03:30:11,768 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 104/139 +[2025-02-27 03:30:11,793 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 105/139 +[2025-02-27 03:30:11,819 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 106/139 +[2025-02-27 03:30:11,848 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 107/139 +[2025-02-27 03:30:11,878 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 108/139 +[2025-02-27 03:30:11,916 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 109/139 +[2025-02-27 03:30:11,948 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 110/139 +[2025-02-27 03:30:11,977 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 111/139 +[2025-02-27 03:30:12,008 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 112/139 +[2025-02-27 03:30:12,035 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 113/139 +[2025-02-27 03:30:12,064 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 114/139 +[2025-02-27 03:30:12,101 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 115/139 +[2025-02-27 03:30:12,133 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 116/139 +[2025-02-27 03:30:12,166 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 117/139 +[2025-02-27 03:30:12,215 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 118/139 +[2025-02-27 03:30:12,261 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 119/139 +[2025-02-27 03:30:12,310 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 120/139 +[2025-02-27 03:30:12,340 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 121/139 +[2025-02-27 03:30:12,373 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 122/139 +[2025-02-27 03:30:12,421 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 123/139 +[2025-02-27 03:30:12,466 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 124/139 +[2025-02-27 03:30:12,508 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 125/139 +[2025-02-27 03:30:12,545 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 126/139 +[2025-02-27 03:30:12,587 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 127/139 +[2025-02-27 03:30:12,620 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 128/139 +[2025-02-27 03:30:12,662 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 129/139 +[2025-02-27 03:30:12,701 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 130/139 +[2025-02-27 03:30:12,740 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 131/139 +[2025-02-27 03:30:12,779 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 132/139 +[2025-02-27 03:30:12,816 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 133/139 +[2025-02-27 03:30:12,855 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 134/139 +[2025-02-27 03:30:12,891 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 135/139 +[2025-02-27 03:30:12,928 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 136/139 +[2025-02-27 03:30:12,968 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 137/139 +[2025-02-27 03:30:12,990 INFO test.py line 201 943558] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-02-27 03:30:13,084 INFO test.py line 289 943558] Test: scene0084_02 [62/78]-98346 Batch 4.572 (5.496) Accuracy 0.9273 (0.7546) mIoU 0.5898 (0.6738) +[2025-02-27 03:30:13,128 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-02-27 03:30:13,164 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 1/143 +[2025-02-27 03:30:13,206 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 2/143 +[2025-02-27 03:30:13,241 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 3/143 +[2025-02-27 03:30:13,277 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 4/143 +[2025-02-27 03:30:13,338 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 5/143 +[2025-02-27 03:30:13,372 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 6/143 +[2025-02-27 03:30:13,407 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 7/143 +[2025-02-27 03:30:13,441 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 8/143 +[2025-02-27 03:30:13,473 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 9/143 +[2025-02-27 03:30:13,504 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 10/143 +[2025-02-27 03:30:13,537 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 11/143 +[2025-02-27 03:30:13,572 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 12/143 +[2025-02-27 03:30:13,604 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 13/143 +[2025-02-27 03:30:13,643 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 14/143 +[2025-02-27 03:30:13,686 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 15/143 +[2025-02-27 03:30:13,725 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 16/143 +[2025-02-27 03:30:13,774 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 17/143 +[2025-02-27 03:30:13,813 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 18/143 +[2025-02-27 03:30:13,851 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 19/143 +[2025-02-27 03:30:13,893 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 20/143 +[2025-02-27 03:30:13,939 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 21/143 +[2025-02-27 03:30:13,978 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 22/143 +[2025-02-27 03:30:14,015 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 23/143 +[2025-02-27 03:30:14,061 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 24/143 +[2025-02-27 03:30:14,102 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 25/143 +[2025-02-27 03:30:14,143 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 26/143 +[2025-02-27 03:30:14,181 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 27/143 +[2025-02-27 03:30:14,224 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 28/143 +[2025-02-27 03:30:14,263 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 29/143 +[2025-02-27 03:30:14,320 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 30/143 +[2025-02-27 03:30:14,360 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 31/143 +[2025-02-27 03:30:14,409 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 32/143 +[2025-02-27 03:30:14,452 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 33/143 +[2025-02-27 03:30:14,502 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 34/143 +[2025-02-27 03:30:14,551 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 35/143 +[2025-02-27 03:30:14,605 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 36/143 +[2025-02-27 03:30:14,653 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 37/143 +[2025-02-27 03:30:14,699 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 38/143 +[2025-02-27 03:30:14,749 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 39/143 +[2025-02-27 03:30:14,796 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 40/143 +[2025-02-27 03:30:14,840 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 41/143 +[2025-02-27 03:30:14,877 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 42/143 +[2025-02-27 03:30:14,913 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 43/143 +[2025-02-27 03:30:14,949 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 44/143 +[2025-02-27 03:30:14,984 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 45/143 +[2025-02-27 03:30:15,020 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 46/143 +[2025-02-27 03:30:15,057 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 47/143 +[2025-02-27 03:30:15,091 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 48/143 +[2025-02-27 03:30:15,131 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 49/143 +[2025-02-27 03:30:15,168 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 50/143 +[2025-02-27 03:30:15,204 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 51/143 +[2025-02-27 03:30:15,240 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 52/143 +[2025-02-27 03:30:15,276 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 53/143 +[2025-02-27 03:30:15,311 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 54/143 +[2025-02-27 03:30:15,346 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 55/143 +[2025-02-27 03:30:15,383 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 56/143 +[2025-02-27 03:30:15,422 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 57/143 +[2025-02-27 03:30:15,456 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 58/143 +[2025-02-27 03:30:15,492 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 59/143 +[2025-02-27 03:30:15,529 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 60/143 +[2025-02-27 03:30:15,565 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 61/143 +[2025-02-27 03:30:15,600 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 62/143 +[2025-02-27 03:30:15,656 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 63/143 +[2025-02-27 03:30:15,691 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 64/143 +[2025-02-27 03:30:15,727 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 65/143 +[2025-02-27 03:30:15,763 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 66/143 +[2025-02-27 03:30:15,797 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 67/143 +[2025-02-27 03:30:15,833 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 68/143 +[2025-02-27 03:30:15,868 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 69/143 +[2025-02-27 03:30:15,902 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 70/143 +[2025-02-27 03:30:15,936 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 71/143 +[2025-02-27 03:30:15,974 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 72/143 +[2025-02-27 03:30:16,009 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 73/143 +[2025-02-27 03:30:16,044 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 74/143 +[2025-02-27 03:30:16,078 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 75/143 +[2025-02-27 03:30:16,114 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 76/143 +[2025-02-27 03:30:16,148 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 77/143 +[2025-02-27 03:30:16,184 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 78/143 +[2025-02-27 03:30:16,217 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 79/143 +[2025-02-27 03:30:16,251 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 80/143 +[2025-02-27 03:30:16,287 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 81/143 +[2025-02-27 03:30:16,322 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 82/143 +[2025-02-27 03:30:16,357 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 83/143 +[2025-02-27 03:30:16,392 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 84/143 +[2025-02-27 03:30:16,429 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 85/143 +[2025-02-27 03:30:16,463 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 86/143 +[2025-02-27 03:30:16,500 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 87/143 +[2025-02-27 03:30:16,538 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 88/143 +[2025-02-27 03:30:16,576 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 89/143 +[2025-02-27 03:30:16,615 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 90/143 +[2025-02-27 03:30:16,655 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 91/143 +[2025-02-27 03:30:16,692 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 92/143 +[2025-02-27 03:30:16,730 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 93/143 +[2025-02-27 03:30:16,769 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 94/143 +[2025-02-27 03:30:16,806 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 95/143 +[2025-02-27 03:30:16,843 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 96/143 +[2025-02-27 03:30:16,880 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 97/143 +[2025-02-27 03:30:16,917 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 98/143 +[2025-02-27 03:30:16,956 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 99/143 +[2025-02-27 03:30:16,993 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 100/143 +[2025-02-27 03:30:17,033 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 101/143 +[2025-02-27 03:30:17,089 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 102/143 +[2025-02-27 03:30:17,127 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 103/143 +[2025-02-27 03:30:17,167 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 104/143 +[2025-02-27 03:30:17,205 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 105/143 +[2025-02-27 03:30:17,243 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 106/143 +[2025-02-27 03:30:17,280 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 107/143 +[2025-02-27 03:30:17,322 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 108/143 +[2025-02-27 03:30:17,376 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 109/143 +[2025-02-27 03:30:17,431 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 110/143 +[2025-02-27 03:30:17,494 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 111/143 +[2025-02-27 03:30:17,544 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 112/143 +[2025-02-27 03:30:17,586 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 113/143 +[2025-02-27 03:30:17,627 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 114/143 +[2025-02-27 03:30:17,670 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 115/143 +[2025-02-27 03:30:17,715 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 116/143 +[2025-02-27 03:30:17,753 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 117/143 +[2025-02-27 03:30:17,790 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 118/143 +[2025-02-27 03:30:17,828 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 119/143 +[2025-02-27 03:30:17,866 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 120/143 +[2025-02-27 03:30:17,909 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 121/143 +[2025-02-27 03:30:17,947 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 122/143 +[2025-02-27 03:30:17,984 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 123/143 +[2025-02-27 03:30:18,021 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 124/143 +[2025-02-27 03:30:18,061 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 125/143 +[2025-02-27 03:30:18,099 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 126/143 +[2025-02-27 03:30:18,147 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 127/143 +[2025-02-27 03:30:18,193 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 128/143 +[2025-02-27 03:30:18,237 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 129/143 +[2025-02-27 03:30:18,276 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 130/143 +[2025-02-27 03:30:18,314 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 131/143 +[2025-02-27 03:30:18,366 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 132/143 +[2025-02-27 03:30:18,402 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 133/143 +[2025-02-27 03:30:18,438 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 134/143 +[2025-02-27 03:30:18,474 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 135/143 +[2025-02-27 03:30:18,513 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 136/143 +[2025-02-27 03:30:18,554 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 137/143 +[2025-02-27 03:30:18,601 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 138/143 +[2025-02-27 03:30:18,636 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 139/143 +[2025-02-27 03:30:18,673 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-02-27 03:30:18,717 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-02-27 03:30:18,755 INFO test.py line 201 943558] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-02-27 03:30:19,034 INFO test.py line 289 943558] Test: scene0629_02 [63/78]-225983 Batch 5.949 (5.503) Accuracy 0.8538 (0.7533) mIoU 0.3730 (0.6708) +[2025-02-27 03:30:19,074 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-02-27 03:30:19,113 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-02-27 03:30:19,146 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-02-27 03:30:19,187 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-02-27 03:30:19,221 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 4/126 +[2025-02-27 03:30:19,255 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 5/126 +[2025-02-27 03:30:19,309 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 6/126 +[2025-02-27 03:30:19,345 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 7/126 +[2025-02-27 03:30:19,381 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 8/126 +[2025-02-27 03:30:19,415 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 9/126 +[2025-02-27 03:30:19,451 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 10/126 +[2025-02-27 03:30:19,485 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 11/126 +[2025-02-27 03:30:19,525 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 12/126 +[2025-02-27 03:30:19,562 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 13/126 +[2025-02-27 03:30:19,600 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 14/126 +[2025-02-27 03:30:19,638 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 15/126 +[2025-02-27 03:30:19,670 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 16/126 +[2025-02-27 03:30:19,706 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 17/126 +[2025-02-27 03:30:19,743 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 18/126 +[2025-02-27 03:30:19,779 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 19/126 +[2025-02-27 03:30:19,813 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 20/126 +[2025-02-27 03:30:19,849 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 21/126 +[2025-02-27 03:30:19,883 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 22/126 +[2025-02-27 03:30:19,919 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 23/126 +[2025-02-27 03:30:19,955 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 24/126 +[2025-02-27 03:30:19,989 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 25/126 +[2025-02-27 03:30:20,024 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 26/126 +[2025-02-27 03:30:20,059 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 27/126 +[2025-02-27 03:30:20,129 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 28/126 +[2025-02-27 03:30:20,163 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 29/126 +[2025-02-27 03:30:20,196 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 30/126 +[2025-02-27 03:30:20,228 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 31/126 +[2025-02-27 03:30:20,263 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 32/126 +[2025-02-27 03:30:20,297 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 33/126 +[2025-02-27 03:30:20,330 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 34/126 +[2025-02-27 03:30:20,365 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 35/126 +[2025-02-27 03:30:20,399 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 36/126 +[2025-02-27 03:30:20,438 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 37/126 +[2025-02-27 03:30:20,473 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 38/126 +[2025-02-27 03:30:20,506 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 39/126 +[2025-02-27 03:30:20,561 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 40/126 +[2025-02-27 03:30:20,594 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 41/126 +[2025-02-27 03:30:20,631 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 42/126 +[2025-02-27 03:30:20,663 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 43/126 +[2025-02-27 03:30:20,697 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 44/126 +[2025-02-27 03:30:20,758 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 45/126 +[2025-02-27 03:30:20,791 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 46/126 +[2025-02-27 03:30:20,848 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 47/126 +[2025-02-27 03:30:20,880 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 48/126 +[2025-02-27 03:30:20,914 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 49/126 +[2025-02-27 03:30:20,948 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 50/126 +[2025-02-27 03:30:21,021 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 51/126 +[2025-02-27 03:30:21,067 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 52/126 +[2025-02-27 03:30:21,113 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 53/126 +[2025-02-27 03:30:21,165 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 54/126 +[2025-02-27 03:30:21,213 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 55/126 +[2025-02-27 03:30:21,267 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 56/126 +[2025-02-27 03:30:21,316 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 57/126 +[2025-02-27 03:30:21,393 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 58/126 +[2025-02-27 03:30:21,432 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 59/126 +[2025-02-27 03:30:21,464 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 60/126 +[2025-02-27 03:30:21,498 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 61/126 +[2025-02-27 03:30:21,531 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 62/126 +[2025-02-27 03:30:21,565 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 63/126 +[2025-02-27 03:30:21,604 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 64/126 +[2025-02-27 03:30:21,640 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 65/126 +[2025-02-27 03:30:21,671 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 66/126 +[2025-02-27 03:30:21,713 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 67/126 +[2025-02-27 03:30:21,745 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 68/126 +[2025-02-27 03:30:21,801 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 69/126 +[2025-02-27 03:30:21,834 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 70/126 +[2025-02-27 03:30:21,867 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 71/126 +[2025-02-27 03:30:21,899 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 72/126 +[2025-02-27 03:30:21,931 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 73/126 +[2025-02-27 03:30:21,965 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 74/126 +[2025-02-27 03:30:21,999 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 75/126 +[2025-02-27 03:30:22,032 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 76/126 +[2025-02-27 03:30:22,065 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 77/126 +[2025-02-27 03:30:22,099 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 78/126 +[2025-02-27 03:30:22,130 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 79/126 +[2025-02-27 03:30:22,167 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 80/126 +[2025-02-27 03:30:22,197 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 81/126 +[2025-02-27 03:30:22,239 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 82/126 +[2025-02-27 03:30:22,293 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 83/126 +[2025-02-27 03:30:22,333 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 84/126 +[2025-02-27 03:30:22,382 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 85/126 +[2025-02-27 03:30:22,424 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 86/126 +[2025-02-27 03:30:22,463 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 87/126 +[2025-02-27 03:30:22,509 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 88/126 +[2025-02-27 03:30:22,550 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 89/126 +[2025-02-27 03:30:22,591 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 90/126 +[2025-02-27 03:30:22,635 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 91/126 +[2025-02-27 03:30:22,687 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 92/126 +[2025-02-27 03:30:22,731 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 93/126 +[2025-02-27 03:30:22,765 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 94/126 +[2025-02-27 03:30:22,800 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 95/126 +[2025-02-27 03:30:22,837 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 96/126 +[2025-02-27 03:30:22,871 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 97/126 +[2025-02-27 03:30:22,906 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 98/126 +[2025-02-27 03:30:22,941 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 99/126 +[2025-02-27 03:30:22,991 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 100/126 +[2025-02-27 03:30:23,036 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 101/126 +[2025-02-27 03:30:23,081 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 102/126 +[2025-02-27 03:30:23,121 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 103/126 +[2025-02-27 03:30:23,160 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 104/126 +[2025-02-27 03:30:23,200 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 105/126 +[2025-02-27 03:30:23,243 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 106/126 +[2025-02-27 03:30:23,276 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 107/126 +[2025-02-27 03:30:23,321 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 108/126 +[2025-02-27 03:30:23,358 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 109/126 +[2025-02-27 03:30:23,392 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 110/126 +[2025-02-27 03:30:23,429 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 111/126 +[2025-02-27 03:30:23,465 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 112/126 +[2025-02-27 03:30:23,500 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 113/126 +[2025-02-27 03:30:23,534 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 114/126 +[2025-02-27 03:30:23,569 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 115/126 +[2025-02-27 03:30:23,601 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 116/126 +[2025-02-27 03:30:23,635 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 117/126 +[2025-02-27 03:30:23,668 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 118/126 +[2025-02-27 03:30:23,702 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 119/126 +[2025-02-27 03:30:23,737 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 120/126 +[2025-02-27 03:30:23,774 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 121/126 +[2025-02-27 03:30:23,806 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 122/126 +[2025-02-27 03:30:23,857 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 123/126 +[2025-02-27 03:30:23,889 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 124/126 +[2025-02-27 03:30:23,923 INFO test.py line 201 943558] Test: 64/78-scene0474_04, Batch: 125/126 +[2025-02-27 03:30:24,139 INFO test.py line 289 943558] Test: scene0474_04 [64/78]-178388 Batch 5.104 (5.497) Accuracy 0.8685 (0.7519) mIoU 0.6214 (0.6699) +[2025-02-27 03:30:24,170 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 0/108 +[2025-02-27 03:30:24,197 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-02-27 03:30:24,226 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-02-27 03:30:24,260 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-02-27 03:30:24,290 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-02-27 03:30:24,317 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 5/108 +[2025-02-27 03:30:24,344 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 6/108 +[2025-02-27 03:30:24,371 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 7/108 +[2025-02-27 03:30:24,402 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 8/108 +[2025-02-27 03:30:24,435 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 9/108 +[2025-02-27 03:30:24,481 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 10/108 +[2025-02-27 03:30:24,508 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 11/108 +[2025-02-27 03:30:24,538 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 12/108 +[2025-02-27 03:30:24,565 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 13/108 +[2025-02-27 03:30:24,594 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 14/108 +[2025-02-27 03:30:24,622 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 15/108 +[2025-02-27 03:30:24,652 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 16/108 +[2025-02-27 03:30:24,680 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 17/108 +[2025-02-27 03:30:24,715 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 18/108 +[2025-02-27 03:30:24,744 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 19/108 +[2025-02-27 03:30:24,782 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 20/108 +[2025-02-27 03:30:24,814 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 21/108 +[2025-02-27 03:30:24,841 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 22/108 +[2025-02-27 03:30:24,867 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 23/108 +[2025-02-27 03:30:24,893 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 24/108 +[2025-02-27 03:30:24,922 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 25/108 +[2025-02-27 03:30:24,952 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 26/108 +[2025-02-27 03:30:24,979 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 27/108 +[2025-02-27 03:30:25,024 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 28/108 +[2025-02-27 03:30:25,098 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 29/108 +[2025-02-27 03:30:25,139 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 30/108 +[2025-02-27 03:30:25,182 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 31/108 +[2025-02-27 03:30:25,223 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 32/108 +[2025-02-27 03:30:25,267 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 33/108 +[2025-02-27 03:30:25,322 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 34/108 +[2025-02-27 03:30:25,379 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 35/108 +[2025-02-27 03:30:25,406 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 36/108 +[2025-02-27 03:30:25,445 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 37/108 +[2025-02-27 03:30:25,473 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 38/108 +[2025-02-27 03:30:25,501 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 39/108 +[2025-02-27 03:30:25,534 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 40/108 +[2025-02-27 03:30:25,562 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 41/108 +[2025-02-27 03:30:25,589 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 42/108 +[2025-02-27 03:30:25,622 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 43/108 +[2025-02-27 03:30:25,651 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 44/108 +[2025-02-27 03:30:25,678 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 45/108 +[2025-02-27 03:30:25,706 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 46/108 +[2025-02-27 03:30:25,733 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 47/108 +[2025-02-27 03:30:25,762 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 48/108 +[2025-02-27 03:30:25,818 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 49/108 +[2025-02-27 03:30:25,844 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 50/108 +[2025-02-27 03:30:25,871 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 51/108 +[2025-02-27 03:30:25,898 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 52/108 +[2025-02-27 03:30:25,926 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 53/108 +[2025-02-27 03:30:25,953 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 54/108 +[2025-02-27 03:30:25,981 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 55/108 +[2025-02-27 03:30:26,010 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 56/108 +[2025-02-27 03:30:26,043 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 57/108 +[2025-02-27 03:30:26,071 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 58/108 +[2025-02-27 03:30:26,113 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 59/108 +[2025-02-27 03:30:26,140 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 60/108 +[2025-02-27 03:30:26,168 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 61/108 +[2025-02-27 03:30:26,196 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 62/108 +[2025-02-27 03:30:26,223 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 63/108 +[2025-02-27 03:30:26,252 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 64/108 +[2025-02-27 03:30:26,280 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 65/108 +[2025-02-27 03:30:26,312 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 66/108 +[2025-02-27 03:30:26,341 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 67/108 +[2025-02-27 03:30:26,396 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 68/108 +[2025-02-27 03:30:26,424 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 69/108 +[2025-02-27 03:30:26,451 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 70/108 +[2025-02-27 03:30:26,491 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 71/108 +[2025-02-27 03:30:26,519 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 72/108 +[2025-02-27 03:30:26,546 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 73/108 +[2025-02-27 03:30:26,573 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 74/108 +[2025-02-27 03:30:26,606 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 75/108 +[2025-02-27 03:30:26,632 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 76/108 +[2025-02-27 03:30:26,658 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 77/108 +[2025-02-27 03:30:26,685 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 78/108 +[2025-02-27 03:30:26,711 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 79/108 +[2025-02-27 03:30:26,737 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 80/108 +[2025-02-27 03:30:26,763 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 81/108 +[2025-02-27 03:30:26,790 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 82/108 +[2025-02-27 03:30:26,831 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 83/108 +[2025-02-27 03:30:26,868 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 84/108 +[2025-02-27 03:30:26,897 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 85/108 +[2025-02-27 03:30:26,924 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 86/108 +[2025-02-27 03:30:26,950 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 87/108 +[2025-02-27 03:30:26,986 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 88/108 +[2025-02-27 03:30:27,014 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 89/108 +[2025-02-27 03:30:27,040 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 90/108 +[2025-02-27 03:30:27,072 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 91/108 +[2025-02-27 03:30:27,102 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 92/108 +[2025-02-27 03:30:27,132 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 93/108 +[2025-02-27 03:30:27,168 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 94/108 +[2025-02-27 03:30:27,200 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 95/108 +[2025-02-27 03:30:27,247 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 96/108 +[2025-02-27 03:30:27,276 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 97/108 +[2025-02-27 03:30:27,332 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 98/108 +[2025-02-27 03:30:27,383 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 99/108 +[2025-02-27 03:30:27,411 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 100/108 +[2025-02-27 03:30:27,438 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 101/108 +[2025-02-27 03:30:27,480 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-02-27 03:30:27,506 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-02-27 03:30:27,533 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-02-27 03:30:27,561 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-02-27 03:30:27,592 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-02-27 03:30:27,620 INFO test.py line 201 943558] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-02-27 03:30:27,733 INFO test.py line 289 943558] Test: scene0256_02 [65/78]-92069 Batch 3.594 (5.468) Accuracy 0.8808 (0.7541) mIoU 0.4363 (0.6719) +[2025-02-27 03:30:27,771 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-02-27 03:30:27,809 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-02-27 03:30:27,845 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 2/126 +[2025-02-27 03:30:27,887 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 3/126 +[2025-02-27 03:30:27,932 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 4/126 +[2025-02-27 03:30:27,992 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 5/126 +[2025-02-27 03:30:28,031 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 6/126 +[2025-02-27 03:30:28,066 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 7/126 +[2025-02-27 03:30:28,099 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 8/126 +[2025-02-27 03:30:28,135 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 9/126 +[2025-02-27 03:30:28,169 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 10/126 +[2025-02-27 03:30:28,209 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 11/126 +[2025-02-27 03:30:28,242 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 12/126 +[2025-02-27 03:30:28,274 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 13/126 +[2025-02-27 03:30:28,308 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 14/126 +[2025-02-27 03:30:28,351 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 15/126 +[2025-02-27 03:30:28,385 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 16/126 +[2025-02-27 03:30:28,432 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 17/126 +[2025-02-27 03:30:28,477 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 18/126 +[2025-02-27 03:30:28,526 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 19/126 +[2025-02-27 03:30:28,561 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 20/126 +[2025-02-27 03:30:28,610 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 21/126 +[2025-02-27 03:30:28,655 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 22/126 +[2025-02-27 03:30:28,691 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 23/126 +[2025-02-27 03:30:28,724 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 24/126 +[2025-02-27 03:30:28,760 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 25/126 +[2025-02-27 03:30:28,795 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 26/126 +[2025-02-27 03:30:28,833 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 27/126 +[2025-02-27 03:30:28,870 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 28/126 +[2025-02-27 03:30:28,903 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 29/126 +[2025-02-27 03:30:28,940 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 30/126 +[2025-02-27 03:30:28,974 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 31/126 +[2025-02-27 03:30:29,012 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 32/126 +[2025-02-27 03:30:29,047 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 33/126 +[2025-02-27 03:30:29,083 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 34/126 +[2025-02-27 03:30:29,126 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 35/126 +[2025-02-27 03:30:29,161 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 36/126 +[2025-02-27 03:30:29,195 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 37/126 +[2025-02-27 03:30:29,246 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 38/126 +[2025-02-27 03:30:29,314 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 39/126 +[2025-02-27 03:30:29,376 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 40/126 +[2025-02-27 03:30:29,431 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 41/126 +[2025-02-27 03:30:29,491 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 42/126 +[2025-02-27 03:30:29,546 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 43/126 +[2025-02-27 03:30:29,614 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 44/126 +[2025-02-27 03:30:29,672 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 45/126 +[2025-02-27 03:30:29,728 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 46/126 +[2025-02-27 03:30:29,806 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 47/126 +[2025-02-27 03:30:29,868 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 48/126 +[2025-02-27 03:30:29,910 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 49/126 +[2025-02-27 03:30:29,951 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 50/126 +[2025-02-27 03:30:29,993 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 51/126 +[2025-02-27 03:30:30,028 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 52/126 +[2025-02-27 03:30:30,064 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 53/126 +[2025-02-27 03:30:30,109 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 54/126 +[2025-02-27 03:30:30,154 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 55/126 +[2025-02-27 03:30:30,200 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 56/126 +[2025-02-27 03:30:30,248 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 57/126 +[2025-02-27 03:30:30,293 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 58/126 +[2025-02-27 03:30:30,337 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 59/126 +[2025-02-27 03:30:30,383 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 60/126 +[2025-02-27 03:30:30,462 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 61/126 +[2025-02-27 03:30:30,506 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 62/126 +[2025-02-27 03:30:30,554 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 63/126 +[2025-02-27 03:30:30,600 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 64/126 +[2025-02-27 03:30:30,645 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 65/126 +[2025-02-27 03:30:30,690 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 66/126 +[2025-02-27 03:30:30,734 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 67/126 +[2025-02-27 03:30:30,780 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 68/126 +[2025-02-27 03:30:30,815 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 69/126 +[2025-02-27 03:30:30,888 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 70/126 +[2025-02-27 03:30:30,941 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 71/126 +[2025-02-27 03:30:30,999 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 72/126 +[2025-02-27 03:30:31,067 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 73/126 +[2025-02-27 03:30:31,134 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 74/126 +[2025-02-27 03:30:31,192 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 75/126 +[2025-02-27 03:30:31,241 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 76/126 +[2025-02-27 03:30:31,303 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 77/126 +[2025-02-27 03:30:31,370 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 78/126 +[2025-02-27 03:30:31,438 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 79/126 +[2025-02-27 03:30:31,482 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 80/126 +[2025-02-27 03:30:31,528 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 81/126 +[2025-02-27 03:30:31,575 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 82/126 +[2025-02-27 03:30:31,622 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 83/126 +[2025-02-27 03:30:31,668 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 84/126 +[2025-02-27 03:30:31,712 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 85/126 +[2025-02-27 03:30:31,763 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 86/126 +[2025-02-27 03:30:31,814 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 87/126 +[2025-02-27 03:30:31,863 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 88/126 +[2025-02-27 03:30:31,911 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 89/126 +[2025-02-27 03:30:31,955 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 90/126 +[2025-02-27 03:30:31,990 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 91/126 +[2025-02-27 03:30:32,023 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 92/126 +[2025-02-27 03:30:32,067 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 93/126 +[2025-02-27 03:30:32,099 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 94/126 +[2025-02-27 03:30:32,131 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 95/126 +[2025-02-27 03:30:32,166 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 96/126 +[2025-02-27 03:30:32,200 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 97/126 +[2025-02-27 03:30:32,236 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 98/126 +[2025-02-27 03:30:32,270 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 99/126 +[2025-02-27 03:30:32,313 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 100/126 +[2025-02-27 03:30:32,353 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 101/126 +[2025-02-27 03:30:32,394 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 102/126 +[2025-02-27 03:30:32,437 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 103/126 +[2025-02-27 03:30:32,484 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 104/126 +[2025-02-27 03:30:32,542 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 105/126 +[2025-02-27 03:30:32,583 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 106/126 +[2025-02-27 03:30:32,626 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 107/126 +[2025-02-27 03:30:32,671 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 108/126 +[2025-02-27 03:30:32,717 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 109/126 +[2025-02-27 03:30:32,763 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 110/126 +[2025-02-27 03:30:32,809 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 111/126 +[2025-02-27 03:30:32,850 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 112/126 +[2025-02-27 03:30:32,891 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 113/126 +[2025-02-27 03:30:32,934 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 114/126 +[2025-02-27 03:30:32,978 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 115/126 +[2025-02-27 03:30:33,021 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 116/126 +[2025-02-27 03:30:33,055 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 117/126 +[2025-02-27 03:30:33,089 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 118/126 +[2025-02-27 03:30:33,123 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-02-27 03:30:33,155 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-02-27 03:30:33,189 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-02-27 03:30:33,221 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-02-27 03:30:33,255 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-02-27 03:30:33,291 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-02-27 03:30:33,324 INFO test.py line 201 943558] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-02-27 03:30:33,536 INFO test.py line 289 943558] Test: scene0025_02 [66/78]-177900 Batch 5.802 (5.473) Accuracy 0.9308 (0.7556) mIoU 0.6175 (0.6739) +[2025-02-27 03:30:33,584 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-02-27 03:30:33,622 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 1/148 +[2025-02-27 03:30:33,662 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 2/148 +[2025-02-27 03:30:33,700 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 3/148 +[2025-02-27 03:30:33,736 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 4/148 +[2025-02-27 03:30:33,775 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 5/148 +[2025-02-27 03:30:33,814 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 6/148 +[2025-02-27 03:30:33,857 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 7/148 +[2025-02-27 03:30:33,896 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 8/148 +[2025-02-27 03:30:33,934 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 9/148 +[2025-02-27 03:30:33,971 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 10/148 +[2025-02-27 03:30:34,010 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 11/148 +[2025-02-27 03:30:34,047 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 12/148 +[2025-02-27 03:30:34,086 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 13/148 +[2025-02-27 03:30:34,126 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 14/148 +[2025-02-27 03:30:34,163 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 15/148 +[2025-02-27 03:30:34,217 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 16/148 +[2025-02-27 03:30:34,280 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 17/148 +[2025-02-27 03:30:34,318 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 18/148 +[2025-02-27 03:30:34,355 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 19/148 +[2025-02-27 03:30:34,393 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 20/148 +[2025-02-27 03:30:34,430 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 21/148 +[2025-02-27 03:30:34,482 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 22/148 +[2025-02-27 03:30:34,520 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 23/148 +[2025-02-27 03:30:34,559 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 24/148 +[2025-02-27 03:30:34,599 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 25/148 +[2025-02-27 03:30:34,643 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 26/148 +[2025-02-27 03:30:34,686 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 27/148 +[2025-02-27 03:30:34,729 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 28/148 +[2025-02-27 03:30:34,771 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 29/148 +[2025-02-27 03:30:34,816 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 30/148 +[2025-02-27 03:30:34,864 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 31/148 +[2025-02-27 03:30:34,913 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 32/148 +[2025-02-27 03:30:34,958 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 33/148 +[2025-02-27 03:30:35,000 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 34/148 +[2025-02-27 03:30:35,040 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 35/148 +[2025-02-27 03:30:35,078 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 36/148 +[2025-02-27 03:30:35,117 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 37/148 +[2025-02-27 03:30:35,155 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 38/148 +[2025-02-27 03:30:35,202 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 39/148 +[2025-02-27 03:30:35,254 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 40/148 +[2025-02-27 03:30:35,290 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 41/148 +[2025-02-27 03:30:35,337 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 42/148 +[2025-02-27 03:30:35,375 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 43/148 +[2025-02-27 03:30:35,415 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 44/148 +[2025-02-27 03:30:35,464 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 45/148 +[2025-02-27 03:30:35,502 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 46/148 +[2025-02-27 03:30:35,542 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 47/148 +[2025-02-27 03:30:35,579 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 48/148 +[2025-02-27 03:30:35,616 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 49/148 +[2025-02-27 03:30:35,653 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 50/148 +[2025-02-27 03:30:35,689 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 51/148 +[2025-02-27 03:30:35,726 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 52/148 +[2025-02-27 03:30:35,762 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 53/148 +[2025-02-27 03:30:35,799 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 54/148 +[2025-02-27 03:30:35,837 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 55/148 +[2025-02-27 03:30:35,874 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 56/148 +[2025-02-27 03:30:35,912 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 57/148 +[2025-02-27 03:30:35,952 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 58/148 +[2025-02-27 03:30:35,989 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 59/148 +[2025-02-27 03:30:36,027 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 60/148 +[2025-02-27 03:30:36,064 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 61/148 +[2025-02-27 03:30:36,101 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 62/148 +[2025-02-27 03:30:36,138 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 63/148 +[2025-02-27 03:30:36,175 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 64/148 +[2025-02-27 03:30:36,212 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 65/148 +[2025-02-27 03:30:36,249 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 66/148 +[2025-02-27 03:30:36,286 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 67/148 +[2025-02-27 03:30:36,322 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 68/148 +[2025-02-27 03:30:36,358 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 69/148 +[2025-02-27 03:30:36,398 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 70/148 +[2025-02-27 03:30:36,438 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 71/148 +[2025-02-27 03:30:36,491 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 72/148 +[2025-02-27 03:30:36,528 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 73/148 +[2025-02-27 03:30:36,565 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 74/148 +[2025-02-27 03:30:36,601 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 75/148 +[2025-02-27 03:30:36,638 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 76/148 +[2025-02-27 03:30:36,676 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 77/148 +[2025-02-27 03:30:36,711 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 78/148 +[2025-02-27 03:30:36,747 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 79/148 +[2025-02-27 03:30:36,783 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 80/148 +[2025-02-27 03:30:36,819 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 81/148 +[2025-02-27 03:30:36,855 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 82/148 +[2025-02-27 03:30:36,891 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 83/148 +[2025-02-27 03:30:36,929 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 84/148 +[2025-02-27 03:30:36,966 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 85/148 +[2025-02-27 03:30:37,002 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 86/148 +[2025-02-27 03:30:37,052 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 87/148 +[2025-02-27 03:30:37,117 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 88/148 +[2025-02-27 03:30:37,153 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 89/148 +[2025-02-27 03:30:37,189 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 90/148 +[2025-02-27 03:30:37,225 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 91/148 +[2025-02-27 03:30:37,288 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 92/148 +[2025-02-27 03:30:37,323 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 93/148 +[2025-02-27 03:30:37,360 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 94/148 +[2025-02-27 03:30:37,405 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 95/148 +[2025-02-27 03:30:37,456 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 96/148 +[2025-02-27 03:30:37,496 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 97/148 +[2025-02-27 03:30:37,538 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 98/148 +[2025-02-27 03:30:37,577 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 99/148 +[2025-02-27 03:30:37,617 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 100/148 +[2025-02-27 03:30:37,655 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 101/148 +[2025-02-27 03:30:37,695 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 102/148 +[2025-02-27 03:30:37,759 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 103/148 +[2025-02-27 03:30:37,805 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 104/148 +[2025-02-27 03:30:37,855 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 105/148 +[2025-02-27 03:30:37,908 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 106/148 +[2025-02-27 03:30:37,956 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 107/148 +[2025-02-27 03:30:38,006 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 108/148 +[2025-02-27 03:30:38,055 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 109/148 +[2025-02-27 03:30:38,105 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 110/148 +[2025-02-27 03:30:38,154 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 111/148 +[2025-02-27 03:30:38,204 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 112/148 +[2025-02-27 03:30:38,245 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 113/148 +[2025-02-27 03:30:38,286 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 114/148 +[2025-02-27 03:30:38,328 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 115/148 +[2025-02-27 03:30:38,367 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 116/148 +[2025-02-27 03:30:38,417 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 117/148 +[2025-02-27 03:30:38,455 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 118/148 +[2025-02-27 03:30:38,498 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 119/148 +[2025-02-27 03:30:38,540 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 120/148 +[2025-02-27 03:30:38,587 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 121/148 +[2025-02-27 03:30:38,626 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 122/148 +[2025-02-27 03:30:38,667 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 123/148 +[2025-02-27 03:30:38,705 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 124/148 +[2025-02-27 03:30:38,745 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 125/148 +[2025-02-27 03:30:38,794 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 126/148 +[2025-02-27 03:30:38,833 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 127/148 +[2025-02-27 03:30:38,873 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 128/148 +[2025-02-27 03:30:38,911 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 129/148 +[2025-02-27 03:30:38,951 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 130/148 +[2025-02-27 03:30:38,999 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 131/148 +[2025-02-27 03:30:39,048 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 132/148 +[2025-02-27 03:30:39,086 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 133/148 +[2025-02-27 03:30:39,133 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 134/148 +[2025-02-27 03:30:39,174 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 135/148 +[2025-02-27 03:30:39,231 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 136/148 +[2025-02-27 03:30:39,269 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 137/148 +[2025-02-27 03:30:39,311 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 138/148 +[2025-02-27 03:30:39,351 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 139/148 +[2025-02-27 03:30:39,389 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 140/148 +[2025-02-27 03:30:39,428 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 141/148 +[2025-02-27 03:30:39,467 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 142/148 +[2025-02-27 03:30:39,509 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 143/148 +[2025-02-27 03:30:39,547 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 144/148 +[2025-02-27 03:30:39,584 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 145/148 +[2025-02-27 03:30:39,621 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 146/148 +[2025-02-27 03:30:39,664 INFO test.py line 201 943558] Test: 67/78-scene0568_01, Batch: 147/148 +[2025-02-27 03:30:39,939 INFO test.py line 289 943558] Test: scene0568_01 [67/78]-239388 Batch 6.402 (5.486) Accuracy 0.9662 (0.7579) mIoU 0.7330 (0.6768) +[2025-02-27 03:30:39,975 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-02-27 03:30:40,009 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 1/130 +[2025-02-27 03:30:40,047 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 2/130 +[2025-02-27 03:30:40,075 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 3/130 +[2025-02-27 03:30:40,104 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 4/130 +[2025-02-27 03:30:40,133 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 5/130 +[2025-02-27 03:30:40,160 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 6/130 +[2025-02-27 03:30:40,188 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 7/130 +[2025-02-27 03:30:40,241 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 8/130 +[2025-02-27 03:30:40,269 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 9/130 +[2025-02-27 03:30:40,298 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 10/130 +[2025-02-27 03:30:40,329 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 11/130 +[2025-02-27 03:30:40,356 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 12/130 +[2025-02-27 03:30:40,385 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 13/130 +[2025-02-27 03:30:40,414 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 14/130 +[2025-02-27 03:30:40,442 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 15/130 +[2025-02-27 03:30:40,468 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 16/130 +[2025-02-27 03:30:40,506 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 17/130 +[2025-02-27 03:30:40,538 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 18/130 +[2025-02-27 03:30:40,567 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 19/130 +[2025-02-27 03:30:40,595 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 20/130 +[2025-02-27 03:30:40,622 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 21/130 +[2025-02-27 03:30:40,650 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 22/130 +[2025-02-27 03:30:40,679 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 23/130 +[2025-02-27 03:30:40,708 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 24/130 +[2025-02-27 03:30:40,738 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 25/130 +[2025-02-27 03:30:40,768 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 26/130 +[2025-02-27 03:30:40,801 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 27/130 +[2025-02-27 03:30:40,835 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 28/130 +[2025-02-27 03:30:40,869 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 29/130 +[2025-02-27 03:30:40,903 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 30/130 +[2025-02-27 03:30:40,937 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 31/130 +[2025-02-27 03:30:40,968 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 32/130 +[2025-02-27 03:30:40,997 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 33/130 +[2025-02-27 03:30:41,032 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 34/130 +[2025-02-27 03:30:41,062 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 35/130 +[2025-02-27 03:30:41,099 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 36/130 +[2025-02-27 03:30:41,126 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 37/130 +[2025-02-27 03:30:41,159 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 38/130 +[2025-02-27 03:30:41,189 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 39/130 +[2025-02-27 03:30:41,217 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 40/130 +[2025-02-27 03:30:41,246 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 41/130 +[2025-02-27 03:30:41,275 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 42/130 +[2025-02-27 03:30:41,303 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 43/130 +[2025-02-27 03:30:41,330 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 44/130 +[2025-02-27 03:30:41,365 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 45/130 +[2025-02-27 03:30:41,406 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 46/130 +[2025-02-27 03:30:41,456 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 47/130 +[2025-02-27 03:30:41,515 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 48/130 +[2025-02-27 03:30:41,561 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 49/130 +[2025-02-27 03:30:41,610 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 50/130 +[2025-02-27 03:30:41,657 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 51/130 +[2025-02-27 03:30:41,708 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 52/130 +[2025-02-27 03:30:41,756 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 53/130 +[2025-02-27 03:30:41,804 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 54/130 +[2025-02-27 03:30:41,849 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 55/130 +[2025-02-27 03:30:41,884 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 56/130 +[2025-02-27 03:30:41,921 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 57/130 +[2025-02-27 03:30:41,956 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 58/130 +[2025-02-27 03:30:41,994 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 59/130 +[2025-02-27 03:30:42,026 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 60/130 +[2025-02-27 03:30:42,055 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 61/130 +[2025-02-27 03:30:42,120 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 62/130 +[2025-02-27 03:30:42,149 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 63/130 +[2025-02-27 03:30:42,185 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 64/130 +[2025-02-27 03:30:42,219 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 65/130 +[2025-02-27 03:30:42,247 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 66/130 +[2025-02-27 03:30:42,276 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 67/130 +[2025-02-27 03:30:42,305 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 68/130 +[2025-02-27 03:30:42,332 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 69/130 +[2025-02-27 03:30:42,359 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 70/130 +[2025-02-27 03:30:42,386 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 71/130 +[2025-02-27 03:30:42,414 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 72/130 +[2025-02-27 03:30:42,440 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 73/130 +[2025-02-27 03:30:42,473 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 74/130 +[2025-02-27 03:30:42,500 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 75/130 +[2025-02-27 03:30:42,529 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 76/130 +[2025-02-27 03:30:42,556 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 77/130 +[2025-02-27 03:30:42,582 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 78/130 +[2025-02-27 03:30:42,614 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 79/130 +[2025-02-27 03:30:42,644 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 80/130 +[2025-02-27 03:30:42,677 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 81/130 +[2025-02-27 03:30:42,708 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 82/130 +[2025-02-27 03:30:42,737 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 83/130 +[2025-02-27 03:30:42,767 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 84/130 +[2025-02-27 03:30:42,817 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 85/130 +[2025-02-27 03:30:42,853 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 86/130 +[2025-02-27 03:30:42,882 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 87/130 +[2025-02-27 03:30:42,913 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 88/130 +[2025-02-27 03:30:42,944 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 89/130 +[2025-02-27 03:30:42,977 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 90/130 +[2025-02-27 03:30:43,005 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 91/130 +[2025-02-27 03:30:43,046 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 92/130 +[2025-02-27 03:30:43,083 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 93/130 +[2025-02-27 03:30:43,127 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 94/130 +[2025-02-27 03:30:43,171 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 95/130 +[2025-02-27 03:30:43,214 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 96/130 +[2025-02-27 03:30:43,255 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 97/130 +[2025-02-27 03:30:43,304 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 98/130 +[2025-02-27 03:30:43,348 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 99/130 +[2025-02-27 03:30:43,392 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 100/130 +[2025-02-27 03:30:43,433 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 101/130 +[2025-02-27 03:30:43,476 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 102/130 +[2025-02-27 03:30:43,515 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 103/130 +[2025-02-27 03:30:43,552 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 104/130 +[2025-02-27 03:30:43,595 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 105/130 +[2025-02-27 03:30:43,632 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 106/130 +[2025-02-27 03:30:43,675 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 107/130 +[2025-02-27 03:30:43,719 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 108/130 +[2025-02-27 03:30:43,763 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 109/130 +[2025-02-27 03:30:43,805 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 110/130 +[2025-02-27 03:30:43,848 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 111/130 +[2025-02-27 03:30:43,893 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 112/130 +[2025-02-27 03:30:43,932 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 113/130 +[2025-02-27 03:30:43,974 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 114/130 +[2025-02-27 03:30:44,014 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 115/130 +[2025-02-27 03:30:44,053 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 116/130 +[2025-02-27 03:30:44,116 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 117/130 +[2025-02-27 03:30:44,147 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 118/130 +[2025-02-27 03:30:44,186 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 119/130 +[2025-02-27 03:30:44,221 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 120/130 +[2025-02-27 03:30:44,252 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-02-27 03:30:44,280 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-02-27 03:30:44,309 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-02-27 03:30:44,340 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-02-27 03:30:44,370 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-02-27 03:30:44,402 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-02-27 03:30:44,432 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-02-27 03:30:44,461 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-02-27 03:30:44,490 INFO test.py line 201 943558] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-02-27 03:30:44,641 INFO test.py line 289 943558] Test: scene0426_02 [68/78]-125149 Batch 4.702 (5.475) Accuracy 0.9199 (0.7585) mIoU 0.5316 (0.6776) +[2025-02-27 03:30:44,670 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-02-27 03:30:44,696 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-02-27 03:30:44,724 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-02-27 03:30:44,749 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 3/122 +[2025-02-27 03:30:44,775 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 4/122 +[2025-02-27 03:30:44,802 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 5/122 +[2025-02-27 03:30:44,839 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 6/122 +[2025-02-27 03:30:44,865 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 7/122 +[2025-02-27 03:30:44,889 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 8/122 +[2025-02-27 03:30:44,914 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 9/122 +[2025-02-27 03:30:44,941 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 10/122 +[2025-02-27 03:30:44,965 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 11/122 +[2025-02-27 03:30:44,991 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 12/122 +[2025-02-27 03:30:45,019 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 13/122 +[2025-02-27 03:30:45,046 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 14/122 +[2025-02-27 03:30:45,073 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 15/122 +[2025-02-27 03:30:45,126 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 16/122 +[2025-02-27 03:30:45,153 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 17/122 +[2025-02-27 03:30:45,178 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 18/122 +[2025-02-27 03:30:45,203 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 19/122 +[2025-02-27 03:30:45,231 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 20/122 +[2025-02-27 03:30:45,257 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 21/122 +[2025-02-27 03:30:45,285 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 22/122 +[2025-02-27 03:30:45,313 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 23/122 +[2025-02-27 03:30:45,337 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 24/122 +[2025-02-27 03:30:45,364 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 25/122 +[2025-02-27 03:30:45,392 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 26/122 +[2025-02-27 03:30:45,417 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 27/122 +[2025-02-27 03:30:45,445 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 28/122 +[2025-02-27 03:30:45,490 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 29/122 +[2025-02-27 03:30:45,516 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 30/122 +[2025-02-27 03:30:45,540 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 31/122 +[2025-02-27 03:30:45,565 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 32/122 +[2025-02-27 03:30:45,591 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 33/122 +[2025-02-27 03:30:45,617 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 34/122 +[2025-02-27 03:30:45,645 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 35/122 +[2025-02-27 03:30:45,675 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 36/122 +[2025-02-27 03:30:45,701 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 37/122 +[2025-02-27 03:30:45,728 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 38/122 +[2025-02-27 03:30:45,753 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 39/122 +[2025-02-27 03:30:45,778 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 40/122 +[2025-02-27 03:30:45,804 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 41/122 +[2025-02-27 03:30:45,828 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 42/122 +[2025-02-27 03:30:45,861 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 43/122 +[2025-02-27 03:30:45,887 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 44/122 +[2025-02-27 03:30:45,915 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 45/122 +[2025-02-27 03:30:45,939 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 46/122 +[2025-02-27 03:30:45,963 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 47/122 +[2025-02-27 03:30:45,997 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 48/122 +[2025-02-27 03:30:46,023 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 49/122 +[2025-02-27 03:30:46,046 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 50/122 +[2025-02-27 03:30:46,070 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 51/122 +[2025-02-27 03:30:46,096 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 52/122 +[2025-02-27 03:30:46,122 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 53/122 +[2025-02-27 03:30:46,149 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 54/122 +[2025-02-27 03:30:46,175 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 55/122 +[2025-02-27 03:30:46,200 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 56/122 +[2025-02-27 03:30:46,226 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 57/122 +[2025-02-27 03:30:46,251 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 58/122 +[2025-02-27 03:30:46,277 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 59/122 +[2025-02-27 03:30:46,305 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 60/122 +[2025-02-27 03:30:46,331 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 61/122 +[2025-02-27 03:30:46,356 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 62/122 +[2025-02-27 03:30:46,381 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 63/122 +[2025-02-27 03:30:46,409 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 64/122 +[2025-02-27 03:30:46,435 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 65/122 +[2025-02-27 03:30:46,460 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 66/122 +[2025-02-27 03:30:46,483 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 67/122 +[2025-02-27 03:30:46,509 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 68/122 +[2025-02-27 03:30:46,536 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 69/122 +[2025-02-27 03:30:46,565 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 70/122 +[2025-02-27 03:30:46,605 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 71/122 +[2025-02-27 03:30:46,630 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 72/122 +[2025-02-27 03:30:46,654 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 73/122 +[2025-02-27 03:30:46,705 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 74/122 +[2025-02-27 03:30:46,739 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 75/122 +[2025-02-27 03:30:46,778 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 76/122 +[2025-02-27 03:30:46,814 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 77/122 +[2025-02-27 03:30:46,848 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 78/122 +[2025-02-27 03:30:46,873 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 79/122 +[2025-02-27 03:30:46,901 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 80/122 +[2025-02-27 03:30:46,925 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 81/122 +[2025-02-27 03:30:46,948 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 82/122 +[2025-02-27 03:30:46,973 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 83/122 +[2025-02-27 03:30:46,997 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 84/122 +[2025-02-27 03:30:47,022 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 85/122 +[2025-02-27 03:30:47,047 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 86/122 +[2025-02-27 03:30:47,071 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 87/122 +[2025-02-27 03:30:47,110 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 88/122 +[2025-02-27 03:30:47,135 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 89/122 +[2025-02-27 03:30:47,162 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 90/122 +[2025-02-27 03:30:47,186 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 91/122 +[2025-02-27 03:30:47,211 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 92/122 +[2025-02-27 03:30:47,236 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 93/122 +[2025-02-27 03:30:47,261 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 94/122 +[2025-02-27 03:30:47,289 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 95/122 +[2025-02-27 03:30:47,314 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 96/122 +[2025-02-27 03:30:47,354 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 97/122 +[2025-02-27 03:30:47,380 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 98/122 +[2025-02-27 03:30:47,407 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 99/122 +[2025-02-27 03:30:47,431 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 100/122 +[2025-02-27 03:30:47,454 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 101/122 +[2025-02-27 03:30:47,484 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 102/122 +[2025-02-27 03:30:47,532 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 103/122 +[2025-02-27 03:30:47,558 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 104/122 +[2025-02-27 03:30:47,583 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 105/122 +[2025-02-27 03:30:47,608 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 106/122 +[2025-02-27 03:30:47,632 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 107/122 +[2025-02-27 03:30:47,657 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 108/122 +[2025-02-27 03:30:47,682 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 109/122 +[2025-02-27 03:30:47,705 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 110/122 +[2025-02-27 03:30:47,728 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 111/122 +[2025-02-27 03:30:47,751 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 112/122 +[2025-02-27 03:30:47,774 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 113/122 +[2025-02-27 03:30:47,797 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 114/122 +[2025-02-27 03:30:47,822 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 115/122 +[2025-02-27 03:30:47,846 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 116/122 +[2025-02-27 03:30:47,871 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 117/122 +[2025-02-27 03:30:47,895 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 118/122 +[2025-02-27 03:30:47,921 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 119/122 +[2025-02-27 03:30:47,946 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 120/122 +[2025-02-27 03:30:47,970 INFO test.py line 201 943558] Test: 69/78-scene0355_01, Batch: 121/122 +[2025-02-27 03:30:48,048 INFO test.py line 289 943558] Test: scene0355_01 [69/78]-67623 Batch 3.406 (5.445) Accuracy 0.9609 (0.7586) mIoU 0.7542 (0.6776) +[2025-02-27 03:30:48,078 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-02-27 03:30:48,103 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-02-27 03:30:48,131 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-02-27 03:30:48,173 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 3/142 +[2025-02-27 03:30:48,198 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 4/142 +[2025-02-27 03:30:48,229 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 5/142 +[2025-02-27 03:30:48,262 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 6/142 +[2025-02-27 03:30:48,286 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 7/142 +[2025-02-27 03:30:48,310 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 8/142 +[2025-02-27 03:30:48,336 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 9/142 +[2025-02-27 03:30:48,361 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 10/142 +[2025-02-27 03:30:48,386 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 11/142 +[2025-02-27 03:30:48,414 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 12/142 +[2025-02-27 03:30:48,459 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 13/142 +[2025-02-27 03:30:48,485 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 14/142 +[2025-02-27 03:30:48,511 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 15/142 +[2025-02-27 03:30:48,537 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 16/142 +[2025-02-27 03:30:48,572 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 17/142 +[2025-02-27 03:30:48,609 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 18/142 +[2025-02-27 03:30:48,645 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 19/142 +[2025-02-27 03:30:48,680 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 20/142 +[2025-02-27 03:30:48,726 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 21/142 +[2025-02-27 03:30:48,772 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 22/142 +[2025-02-27 03:30:48,822 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 23/142 +[2025-02-27 03:30:48,858 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 24/142 +[2025-02-27 03:30:49,045 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 25/142 +[2025-02-27 03:30:49,080 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 26/142 +[2025-02-27 03:30:49,115 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 27/142 +[2025-02-27 03:30:49,172 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 28/142 +[2025-02-27 03:30:49,209 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 29/142 +[2025-02-27 03:30:49,248 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 30/142 +[2025-02-27 03:30:49,287 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 31/142 +[2025-02-27 03:30:49,343 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 32/142 +[2025-02-27 03:30:49,385 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 33/142 +[2025-02-27 03:30:49,410 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 34/142 +[2025-02-27 03:30:49,436 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 35/142 +[2025-02-27 03:30:49,469 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 36/142 +[2025-02-27 03:30:49,506 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 37/142 +[2025-02-27 03:30:49,548 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 38/142 +[2025-02-27 03:30:49,589 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 39/142 +[2025-02-27 03:30:49,628 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 40/142 +[2025-02-27 03:30:49,667 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 41/142 +[2025-02-27 03:30:49,705 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 42/142 +[2025-02-27 03:30:49,743 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 43/142 +[2025-02-27 03:30:49,809 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 44/142 +[2025-02-27 03:30:49,848 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 45/142 +[2025-02-27 03:30:49,887 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 46/142 +[2025-02-27 03:30:49,931 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 47/142 +[2025-02-27 03:30:49,969 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 48/142 +[2025-02-27 03:30:50,005 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 49/142 +[2025-02-27 03:30:50,035 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 50/142 +[2025-02-27 03:30:50,068 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 51/142 +[2025-02-27 03:30:50,106 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 52/142 +[2025-02-27 03:30:50,133 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 53/142 +[2025-02-27 03:30:50,183 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 54/142 +[2025-02-27 03:30:50,217 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 55/142 +[2025-02-27 03:30:50,253 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 56/142 +[2025-02-27 03:30:50,294 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 57/142 +[2025-02-27 03:30:50,328 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 58/142 +[2025-02-27 03:30:50,360 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 59/142 +[2025-02-27 03:30:50,399 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 60/142 +[2025-02-27 03:30:50,434 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 61/142 +[2025-02-27 03:30:50,467 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 62/142 +[2025-02-27 03:30:50,495 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 63/142 +[2025-02-27 03:30:50,522 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 64/142 +[2025-02-27 03:30:50,547 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 65/142 +[2025-02-27 03:30:50,573 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 66/142 +[2025-02-27 03:30:50,600 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 67/142 +[2025-02-27 03:30:50,628 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 68/142 +[2025-02-27 03:30:50,662 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 69/142 +[2025-02-27 03:30:50,689 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 70/142 +[2025-02-27 03:30:50,715 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 71/142 +[2025-02-27 03:30:50,740 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 72/142 +[2025-02-27 03:30:50,764 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 73/142 +[2025-02-27 03:30:50,789 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 74/142 +[2025-02-27 03:30:50,819 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 75/142 +[2025-02-27 03:30:50,846 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 76/142 +[2025-02-27 03:30:50,872 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 77/142 +[2025-02-27 03:30:50,897 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 78/142 +[2025-02-27 03:30:50,921 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 79/142 +[2025-02-27 03:30:50,951 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 80/142 +[2025-02-27 03:30:50,976 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 81/142 +[2025-02-27 03:30:51,004 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 82/142 +[2025-02-27 03:30:51,049 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 83/142 +[2025-02-27 03:30:51,083 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 84/142 +[2025-02-27 03:30:51,131 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 85/142 +[2025-02-27 03:30:51,170 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 86/142 +[2025-02-27 03:30:51,217 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 87/142 +[2025-02-27 03:30:51,258 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 88/142 +[2025-02-27 03:30:51,305 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 89/142 +[2025-02-27 03:30:51,342 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 90/142 +[2025-02-27 03:30:51,374 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 91/142 +[2025-02-27 03:30:51,411 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 92/142 +[2025-02-27 03:30:51,446 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 93/142 +[2025-02-27 03:30:51,489 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 94/142 +[2025-02-27 03:30:51,525 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 95/142 +[2025-02-27 03:30:51,557 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 96/142 +[2025-02-27 03:30:51,593 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 97/142 +[2025-02-27 03:30:51,629 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 98/142 +[2025-02-27 03:30:51,654 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 99/142 +[2025-02-27 03:30:51,679 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 100/142 +[2025-02-27 03:30:51,706 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 101/142 +[2025-02-27 03:30:51,729 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 102/142 +[2025-02-27 03:30:51,760 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 103/142 +[2025-02-27 03:30:51,785 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 104/142 +[2025-02-27 03:30:51,810 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 105/142 +[2025-02-27 03:30:51,834 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 106/142 +[2025-02-27 03:30:51,860 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 107/142 +[2025-02-27 03:30:51,885 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 108/142 +[2025-02-27 03:30:51,911 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 109/142 +[2025-02-27 03:30:51,937 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 110/142 +[2025-02-27 03:30:51,966 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 111/142 +[2025-02-27 03:30:51,993 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 112/142 +[2025-02-27 03:30:52,020 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 113/142 +[2025-02-27 03:30:52,072 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 114/142 +[2025-02-27 03:30:52,097 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 115/142 +[2025-02-27 03:30:52,121 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 116/142 +[2025-02-27 03:30:52,166 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 117/142 +[2025-02-27 03:30:52,203 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 118/142 +[2025-02-27 03:30:52,228 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 119/142 +[2025-02-27 03:30:52,255 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 120/142 +[2025-02-27 03:30:52,280 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 121/142 +[2025-02-27 03:30:52,307 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 122/142 +[2025-02-27 03:30:52,333 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 123/142 +[2025-02-27 03:30:52,359 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 124/142 +[2025-02-27 03:30:52,385 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 125/142 +[2025-02-27 03:30:52,419 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 126/142 +[2025-02-27 03:30:52,448 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 127/142 +[2025-02-27 03:30:52,473 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 128/142 +[2025-02-27 03:30:52,499 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 129/142 +[2025-02-27 03:30:52,525 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 130/142 +[2025-02-27 03:30:52,550 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 131/142 +[2025-02-27 03:30:52,593 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 132/142 +[2025-02-27 03:30:52,617 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 133/142 +[2025-02-27 03:30:52,642 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 134/142 +[2025-02-27 03:30:52,667 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 135/142 +[2025-02-27 03:30:52,694 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 136/142 +[2025-02-27 03:30:52,722 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 137/142 +[2025-02-27 03:30:52,759 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 138/142 +[2025-02-27 03:30:52,783 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 139/142 +[2025-02-27 03:30:52,810 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 140/142 +[2025-02-27 03:30:52,837 INFO test.py line 201 943558] Test: 70/78-scene0607_01, Batch: 141/142 +[2025-02-27 03:30:52,934 INFO test.py line 289 943558] Test: scene0607_01 [70/78]-78387 Batch 4.886 (5.437) Accuracy 0.8819 (0.7554) mIoU 0.5233 (0.6743) +[2025-02-27 03:30:52,982 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 0/130 +[2025-02-27 03:30:53,018 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 1/130 +[2025-02-27 03:30:53,052 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 2/130 +[2025-02-27 03:30:53,096 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 3/130 +[2025-02-27 03:30:53,130 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 4/130 +[2025-02-27 03:30:53,166 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 5/130 +[2025-02-27 03:30:53,200 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 6/130 +[2025-02-27 03:30:53,235 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 7/130 +[2025-02-27 03:30:53,269 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 8/130 +[2025-02-27 03:30:53,307 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 9/130 +[2025-02-27 03:30:53,344 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 10/130 +[2025-02-27 03:30:53,387 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 11/130 +[2025-02-27 03:30:53,424 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 12/130 +[2025-02-27 03:30:53,461 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 13/130 +[2025-02-27 03:30:53,496 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 14/130 +[2025-02-27 03:30:53,533 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 15/130 +[2025-02-27 03:30:53,568 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 16/130 +[2025-02-27 03:30:53,605 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 17/130 +[2025-02-27 03:30:53,642 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 18/130 +[2025-02-27 03:30:53,679 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 19/130 +[2025-02-27 03:30:53,717 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 20/130 +[2025-02-27 03:30:53,755 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 21/130 +[2025-02-27 03:30:53,793 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 22/130 +[2025-02-27 03:30:53,828 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 23/130 +[2025-02-27 03:30:53,864 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 24/130 +[2025-02-27 03:30:53,900 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 25/130 +[2025-02-27 03:30:53,940 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 26/130 +[2025-02-27 03:30:53,983 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 27/130 +[2025-02-27 03:30:54,017 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 28/130 +[2025-02-27 03:30:54,052 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 29/130 +[2025-02-27 03:30:54,088 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 30/130 +[2025-02-27 03:30:54,123 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 31/130 +[2025-02-27 03:30:54,159 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 32/130 +[2025-02-27 03:30:54,195 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 33/130 +[2025-02-27 03:30:54,230 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 34/130 +[2025-02-27 03:30:54,265 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 35/130 +[2025-02-27 03:30:54,303 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 36/130 +[2025-02-27 03:30:54,358 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 37/130 +[2025-02-27 03:30:54,428 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 38/130 +[2025-02-27 03:30:54,488 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 39/130 +[2025-02-27 03:30:54,539 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 40/130 +[2025-02-27 03:30:54,583 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 41/130 +[2025-02-27 03:30:54,624 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 42/130 +[2025-02-27 03:30:54,671 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 43/130 +[2025-02-27 03:30:54,713 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 44/130 +[2025-02-27 03:30:54,752 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 45/130 +[2025-02-27 03:30:54,802 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 46/130 +[2025-02-27 03:30:54,846 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 47/130 +[2025-02-27 03:30:54,888 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 48/130 +[2025-02-27 03:30:54,927 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 49/130 +[2025-02-27 03:30:54,965 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 50/130 +[2025-02-27 03:30:55,006 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 51/130 +[2025-02-27 03:30:55,051 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 52/130 +[2025-02-27 03:30:55,100 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 53/130 +[2025-02-27 03:30:55,137 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 54/130 +[2025-02-27 03:30:55,174 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 55/130 +[2025-02-27 03:30:55,207 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 56/130 +[2025-02-27 03:30:55,238 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 57/130 +[2025-02-27 03:30:55,294 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 58/130 +[2025-02-27 03:30:55,325 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 59/130 +[2025-02-27 03:30:55,356 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 60/130 +[2025-02-27 03:30:55,390 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 61/130 +[2025-02-27 03:30:55,425 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 62/130 +[2025-02-27 03:30:55,456 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 63/130 +[2025-02-27 03:30:55,487 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 64/130 +[2025-02-27 03:30:55,522 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 65/130 +[2025-02-27 03:30:55,555 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 66/130 +[2025-02-27 03:30:55,587 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 67/130 +[2025-02-27 03:30:55,625 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 68/130 +[2025-02-27 03:30:55,657 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 69/130 +[2025-02-27 03:30:55,689 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 70/130 +[2025-02-27 03:30:55,725 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 71/130 +[2025-02-27 03:30:55,773 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 72/130 +[2025-02-27 03:30:55,804 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 73/130 +[2025-02-27 03:30:55,838 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 74/130 +[2025-02-27 03:30:55,875 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 75/130 +[2025-02-27 03:30:55,909 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 76/130 +[2025-02-27 03:30:55,941 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 77/130 +[2025-02-27 03:30:55,971 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 78/130 +[2025-02-27 03:30:56,008 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 79/130 +[2025-02-27 03:30:56,039 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 80/130 +[2025-02-27 03:30:56,076 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 81/130 +[2025-02-27 03:30:56,106 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 82/130 +[2025-02-27 03:30:56,139 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 83/130 +[2025-02-27 03:30:56,173 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 84/130 +[2025-02-27 03:30:56,205 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 85/130 +[2025-02-27 03:30:56,251 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 86/130 +[2025-02-27 03:30:56,283 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 87/130 +[2025-02-27 03:30:56,323 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 88/130 +[2025-02-27 03:30:56,361 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 89/130 +[2025-02-27 03:30:56,395 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 90/130 +[2025-02-27 03:30:56,429 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 91/130 +[2025-02-27 03:30:56,462 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 92/130 +[2025-02-27 03:30:56,506 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 93/130 +[2025-02-27 03:30:56,546 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 94/130 +[2025-02-27 03:30:56,581 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 95/130 +[2025-02-27 03:30:56,615 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 96/130 +[2025-02-27 03:30:56,649 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 97/130 +[2025-02-27 03:30:56,682 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 98/130 +[2025-02-27 03:30:56,716 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 99/130 +[2025-02-27 03:30:56,749 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 100/130 +[2025-02-27 03:30:56,782 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 101/130 +[2025-02-27 03:30:56,818 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 102/130 +[2025-02-27 03:30:56,855 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 103/130 +[2025-02-27 03:30:56,898 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 104/130 +[2025-02-27 03:30:56,933 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 105/130 +[2025-02-27 03:30:56,967 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 106/130 +[2025-02-27 03:30:57,000 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 107/130 +[2025-02-27 03:30:57,045 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 108/130 +[2025-02-27 03:30:57,079 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 109/130 +[2025-02-27 03:30:57,114 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 110/130 +[2025-02-27 03:30:57,147 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 111/130 +[2025-02-27 03:30:57,180 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 112/130 +[2025-02-27 03:30:57,220 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 113/130 +[2025-02-27 03:30:57,256 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 114/130 +[2025-02-27 03:30:57,295 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 115/130 +[2025-02-27 03:30:57,332 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 116/130 +[2025-02-27 03:30:57,374 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 117/130 +[2025-02-27 03:30:57,410 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 118/130 +[2025-02-27 03:30:57,448 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 119/130 +[2025-02-27 03:30:57,522 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 120/130 +[2025-02-27 03:30:57,557 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 121/130 +[2025-02-27 03:30:57,598 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 122/130 +[2025-02-27 03:30:57,638 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 123/130 +[2025-02-27 03:30:57,676 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 124/130 +[2025-02-27 03:30:57,742 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 125/130 +[2025-02-27 03:30:57,776 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 126/130 +[2025-02-27 03:30:57,814 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 127/130 +[2025-02-27 03:30:57,857 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 128/130 +[2025-02-27 03:30:57,893 INFO test.py line 201 943558] Test: 71/78-scene0203_01, Batch: 129/130 +[2025-02-27 03:30:58,338 INFO test.py line 289 943558] Test: scene0203_01 [71/78]-206210 Batch 5.403 (5.436) Accuracy 0.8601 (0.7548) mIoU 0.4691 (0.6739) +[2025-02-27 03:30:58,380 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 0/136 +[2025-02-27 03:30:58,414 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 1/136 +[2025-02-27 03:30:58,454 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 2/136 +[2025-02-27 03:30:58,492 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 3/136 +[2025-02-27 03:30:58,527 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 4/136 +[2025-02-27 03:30:58,560 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 5/136 +[2025-02-27 03:30:58,594 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 6/136 +[2025-02-27 03:30:58,626 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 7/136 +[2025-02-27 03:30:58,660 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 8/136 +[2025-02-27 03:30:58,696 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 9/136 +[2025-02-27 03:30:58,731 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 10/136 +[2025-02-27 03:30:58,774 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 11/136 +[2025-02-27 03:30:58,816 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 12/136 +[2025-02-27 03:30:58,851 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 13/136 +[2025-02-27 03:30:58,884 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 14/136 +[2025-02-27 03:30:58,920 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 15/136 +[2025-02-27 03:30:58,959 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 16/136 +[2025-02-27 03:30:58,996 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 17/136 +[2025-02-27 03:30:59,031 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 18/136 +[2025-02-27 03:30:59,069 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 19/136 +[2025-02-27 03:30:59,093 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 20/136 +[2025-02-27 03:30:59,117 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 21/136 +[2025-02-27 03:30:59,139 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 22/136 +[2025-02-27 03:30:59,162 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 23/136 +[2025-02-27 03:30:59,187 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 24/136 +[2025-02-27 03:30:59,213 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 25/136 +[2025-02-27 03:30:59,236 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 26/136 +[2025-02-27 03:30:59,277 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 27/136 +[2025-02-27 03:30:59,317 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 28/136 +[2025-02-27 03:30:59,341 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 29/136 +[2025-02-27 03:30:59,374 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 30/136 +[2025-02-27 03:30:59,403 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 31/136 +[2025-02-27 03:30:59,432 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 32/136 +[2025-02-27 03:30:59,461 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 33/136 +[2025-02-27 03:30:59,484 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 34/136 +[2025-02-27 03:30:59,507 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 35/136 +[2025-02-27 03:30:59,535 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 36/136 +[2025-02-27 03:30:59,561 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 37/136 +[2025-02-27 03:30:59,588 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 38/136 +[2025-02-27 03:30:59,614 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 39/136 +[2025-02-27 03:30:59,645 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 40/136 +[2025-02-27 03:30:59,674 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 41/136 +[2025-02-27 03:30:59,700 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 42/136 +[2025-02-27 03:30:59,724 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 43/136 +[2025-02-27 03:30:59,752 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 44/136 +[2025-02-27 03:30:59,776 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 45/136 +[2025-02-27 03:30:59,801 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 46/136 +[2025-02-27 03:30:59,829 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 47/136 +[2025-02-27 03:30:59,857 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 48/136 +[2025-02-27 03:30:59,883 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 49/136 +[2025-02-27 03:30:59,925 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 50/136 +[2025-02-27 03:30:59,950 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 51/136 +[2025-02-27 03:30:59,985 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 52/136 +[2025-02-27 03:31:00,009 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 53/136 +[2025-02-27 03:31:00,035 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 54/136 +[2025-02-27 03:31:00,057 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 55/136 +[2025-02-27 03:31:00,081 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 56/136 +[2025-02-27 03:31:00,127 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 57/136 +[2025-02-27 03:31:00,152 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 58/136 +[2025-02-27 03:31:00,183 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 59/136 +[2025-02-27 03:31:00,206 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 60/136 +[2025-02-27 03:31:00,231 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 61/136 +[2025-02-27 03:31:00,248 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 62/136 +[2025-02-27 03:31:00,269 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 63/136 +[2025-02-27 03:31:00,290 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 64/136 +[2025-02-27 03:31:00,326 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 65/136 +[2025-02-27 03:31:00,374 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 66/136 +[2025-02-27 03:31:00,399 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 67/136 +[2025-02-27 03:31:00,423 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 68/136 +[2025-02-27 03:31:00,446 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 69/136 +[2025-02-27 03:31:00,469 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 70/136 +[2025-02-27 03:31:00,494 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 71/136 +[2025-02-27 03:31:00,516 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 72/136 +[2025-02-27 03:31:00,558 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 73/136 +[2025-02-27 03:31:00,575 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 74/136 +[2025-02-27 03:31:00,593 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 75/136 +[2025-02-27 03:31:00,613 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 76/136 +[2025-02-27 03:31:00,633 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 77/136 +[2025-02-27 03:31:00,654 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 78/136 +[2025-02-27 03:31:00,672 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 79/136 +[2025-02-27 03:31:00,690 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 80/136 +[2025-02-27 03:31:00,714 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 81/136 +[2025-02-27 03:31:00,735 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 82/136 +[2025-02-27 03:31:00,753 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 83/136 +[2025-02-27 03:31:00,773 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 84/136 +[2025-02-27 03:31:00,791 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 85/136 +[2025-02-27 03:31:00,810 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 86/136 +[2025-02-27 03:31:00,831 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 87/136 +[2025-02-27 03:31:00,853 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 88/136 +[2025-02-27 03:31:00,876 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 89/136 +[2025-02-27 03:31:00,898 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 90/136 +[2025-02-27 03:31:00,920 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 91/136 +[2025-02-27 03:31:00,941 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 92/136 +[2025-02-27 03:31:00,960 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 93/136 +[2025-02-27 03:31:00,977 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 94/136 +[2025-02-27 03:31:00,996 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 95/136 +[2025-02-27 03:31:01,017 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 96/136 +[2025-02-27 03:31:01,037 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 97/136 +[2025-02-27 03:31:01,058 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 98/136 +[2025-02-27 03:31:01,077 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 99/136 +[2025-02-27 03:31:01,096 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 100/136 +[2025-02-27 03:31:01,115 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 101/136 +[2025-02-27 03:31:01,137 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 102/136 +[2025-02-27 03:31:01,155 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 103/136 +[2025-02-27 03:31:01,174 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 104/136 +[2025-02-27 03:31:01,194 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 105/136 +[2025-02-27 03:31:01,214 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 106/136 +[2025-02-27 03:31:01,233 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 107/136 +[2025-02-27 03:31:01,253 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 108/136 +[2025-02-27 03:31:01,274 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 109/136 +[2025-02-27 03:31:01,292 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 110/136 +[2025-02-27 03:31:01,312 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 111/136 +[2025-02-27 03:31:01,352 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 112/136 +[2025-02-27 03:31:01,372 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 113/136 +[2025-02-27 03:31:01,391 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 114/136 +[2025-02-27 03:31:01,414 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 115/136 +[2025-02-27 03:31:01,434 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 116/136 +[2025-02-27 03:31:01,457 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 117/136 +[2025-02-27 03:31:01,475 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 118/136 +[2025-02-27 03:31:01,523 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 119/136 +[2025-02-27 03:31:01,558 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 120/136 +[2025-02-27 03:31:01,593 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 121/136 +[2025-02-27 03:31:01,634 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 122/136 +[2025-02-27 03:31:01,688 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 123/136 +[2025-02-27 03:31:01,723 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 124/136 +[2025-02-27 03:31:01,758 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 125/136 +[2025-02-27 03:31:01,794 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 126/136 +[2025-02-27 03:31:01,851 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 127/136 +[2025-02-27 03:31:01,876 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 128/136 +[2025-02-27 03:31:01,904 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 129/136 +[2025-02-27 03:31:01,929 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 130/136 +[2025-02-27 03:31:01,954 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 131/136 +[2025-02-27 03:31:01,984 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 132/136 +[2025-02-27 03:31:02,022 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 133/136 +[2025-02-27 03:31:02,061 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 134/136 +[2025-02-27 03:31:02,095 INFO test.py line 201 943558] Test: 72/78-scene0684_01, Batch: 135/136 +[2025-02-27 03:31:02,144 INFO test.py line 289 943558] Test: scene0684_01 [72/78]-39474 Batch 3.806 (5.414) Accuracy 0.9670 (0.7549) mIoU 0.6689 (0.6740) +[2025-02-27 03:31:02,198 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 0/117 +[2025-02-27 03:31:02,246 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 1/117 +[2025-02-27 03:31:02,288 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 2/117 +[2025-02-27 03:31:02,371 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 3/117 +[2025-02-27 03:31:02,425 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 4/117 +[2025-02-27 03:31:02,485 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 5/117 +[2025-02-27 03:31:02,526 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 6/117 +[2025-02-27 03:31:02,568 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 7/117 +[2025-02-27 03:31:02,618 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 8/117 +[2025-02-27 03:31:02,672 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 9/117 +[2025-02-27 03:31:02,716 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 10/117 +[2025-02-27 03:31:02,755 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 11/117 +[2025-02-27 03:31:02,796 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 12/117 +[2025-02-27 03:31:02,835 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 13/117 +[2025-02-27 03:31:02,884 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 14/117 +[2025-02-27 03:31:02,924 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 15/117 +[2025-02-27 03:31:02,965 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 16/117 +[2025-02-27 03:31:03,011 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 17/117 +[2025-02-27 03:31:03,050 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 18/117 +[2025-02-27 03:31:03,090 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 19/117 +[2025-02-27 03:31:03,130 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 20/117 +[2025-02-27 03:31:03,169 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 21/117 +[2025-02-27 03:31:03,207 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 22/117 +[2025-02-27 03:31:03,249 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 23/117 +[2025-02-27 03:31:03,287 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 24/117 +[2025-02-27 03:31:03,326 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 25/117 +[2025-02-27 03:31:03,363 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 26/117 +[2025-02-27 03:31:03,402 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 27/117 +[2025-02-27 03:31:03,440 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 28/117 +[2025-02-27 03:31:03,479 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 29/117 +[2025-02-27 03:31:03,518 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 30/117 +[2025-02-27 03:31:03,555 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 31/117 +[2025-02-27 03:31:03,595 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 32/117 +[2025-02-27 03:31:03,632 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 33/117 +[2025-02-27 03:31:03,670 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 34/117 +[2025-02-27 03:31:03,710 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 35/117 +[2025-02-27 03:31:03,755 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 36/117 +[2025-02-27 03:31:03,805 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 37/117 +[2025-02-27 03:31:03,844 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 38/117 +[2025-02-27 03:31:03,883 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 39/117 +[2025-02-27 03:31:03,929 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 40/117 +[2025-02-27 03:31:03,980 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 41/117 +[2025-02-27 03:31:04,014 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 42/117 +[2025-02-27 03:31:04,041 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 43/117 +[2025-02-27 03:31:04,067 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 44/117 +[2025-02-27 03:31:04,093 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 45/117 +[2025-02-27 03:31:04,121 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 46/117 +[2025-02-27 03:31:04,149 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 47/117 +[2025-02-27 03:31:04,177 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 48/117 +[2025-02-27 03:31:04,211 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 49/117 +[2025-02-27 03:31:04,245 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 50/117 +[2025-02-27 03:31:04,274 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 51/117 +[2025-02-27 03:31:04,300 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 52/117 +[2025-02-27 03:31:04,344 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 53/117 +[2025-02-27 03:31:04,371 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 54/117 +[2025-02-27 03:31:04,404 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 55/117 +[2025-02-27 03:31:04,431 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 56/117 +[2025-02-27 03:31:04,455 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 57/117 +[2025-02-27 03:31:04,499 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 58/117 +[2025-02-27 03:31:04,528 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 59/117 +[2025-02-27 03:31:04,553 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 60/117 +[2025-02-27 03:31:04,578 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 61/117 +[2025-02-27 03:31:04,615 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 62/117 +[2025-02-27 03:31:04,648 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 63/117 +[2025-02-27 03:31:04,686 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 64/117 +[2025-02-27 03:31:04,714 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 65/117 +[2025-02-27 03:31:04,743 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 66/117 +[2025-02-27 03:31:04,773 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 67/117 +[2025-02-27 03:31:04,801 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 68/117 +[2025-02-27 03:31:04,833 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 69/117 +[2025-02-27 03:31:04,859 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 70/117 +[2025-02-27 03:31:04,899 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 71/117 +[2025-02-27 03:31:04,941 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 72/117 +[2025-02-27 03:31:04,976 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 73/117 +[2025-02-27 03:31:05,009 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 74/117 +[2025-02-27 03:31:05,038 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 75/117 +[2025-02-27 03:31:05,065 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 76/117 +[2025-02-27 03:31:05,102 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 77/117 +[2025-02-27 03:31:05,128 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 78/117 +[2025-02-27 03:31:05,157 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 79/117 +[2025-02-27 03:31:05,183 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 80/117 +[2025-02-27 03:31:05,210 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 81/117 +[2025-02-27 03:31:05,236 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 82/117 +[2025-02-27 03:31:05,263 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 83/117 +[2025-02-27 03:31:05,288 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 84/117 +[2025-02-27 03:31:05,319 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 85/117 +[2025-02-27 03:31:05,349 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 86/117 +[2025-02-27 03:31:05,376 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 87/117 +[2025-02-27 03:31:05,417 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 88/117 +[2025-02-27 03:31:05,460 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 89/117 +[2025-02-27 03:31:05,496 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 90/117 +[2025-02-27 03:31:05,530 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 91/117 +[2025-02-27 03:31:05,583 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 92/117 +[2025-02-27 03:31:05,609 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 93/117 +[2025-02-27 03:31:05,637 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 94/117 +[2025-02-27 03:31:05,682 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 95/117 +[2025-02-27 03:31:05,708 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 96/117 +[2025-02-27 03:31:05,736 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 97/117 +[2025-02-27 03:31:05,761 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 98/117 +[2025-02-27 03:31:05,788 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 99/117 +[2025-02-27 03:31:05,813 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 100/117 +[2025-02-27 03:31:05,849 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 101/117 +[2025-02-27 03:31:05,898 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 102/117 +[2025-02-27 03:31:05,944 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 103/117 +[2025-02-27 03:31:05,995 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 104/117 +[2025-02-27 03:31:06,045 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 105/117 +[2025-02-27 03:31:06,098 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 106/117 +[2025-02-27 03:31:06,155 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 107/117 +[2025-02-27 03:31:06,195 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 108/117 +[2025-02-27 03:31:06,235 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 109/117 +[2025-02-27 03:31:06,276 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 110/117 +[2025-02-27 03:31:06,313 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 111/117 +[2025-02-27 03:31:06,347 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 112/117 +[2025-02-27 03:31:06,383 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 113/117 +[2025-02-27 03:31:06,427 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 114/117 +[2025-02-27 03:31:06,462 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 115/117 +[2025-02-27 03:31:06,496 INFO test.py line 201 943558] Test: 73/78-scene0686_02, Batch: 116/117 +[2025-02-27 03:31:06,599 INFO test.py line 289 943558] Test: scene0686_02 [73/78]-84543 Batch 4.454 (5.401) Accuracy 0.9477 (0.7554) mIoU 0.5758 (0.6744) +[2025-02-27 03:31:06,639 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 0/147 +[2025-02-27 03:31:06,673 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 1/147 +[2025-02-27 03:31:06,708 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 2/147 +[2025-02-27 03:31:06,741 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 3/147 +[2025-02-27 03:31:06,798 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 4/147 +[2025-02-27 03:31:06,864 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 5/147 +[2025-02-27 03:31:06,897 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 6/147 +[2025-02-27 03:31:06,929 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 7/147 +[2025-02-27 03:31:06,970 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 8/147 +[2025-02-27 03:31:07,026 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 9/147 +[2025-02-27 03:31:07,059 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 10/147 +[2025-02-27 03:31:07,100 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 11/147 +[2025-02-27 03:31:07,138 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 12/147 +[2025-02-27 03:31:07,186 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 13/147 +[2025-02-27 03:31:07,234 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 14/147 +[2025-02-27 03:31:07,287 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 15/147 +[2025-02-27 03:31:07,331 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 16/147 +[2025-02-27 03:31:07,397 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 17/147 +[2025-02-27 03:31:07,463 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 18/147 +[2025-02-27 03:31:07,507 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 19/147 +[2025-02-27 03:31:07,556 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 20/147 +[2025-02-27 03:31:07,600 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 21/147 +[2025-02-27 03:31:07,679 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 22/147 +[2025-02-27 03:31:07,743 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 23/147 +[2025-02-27 03:31:07,776 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 24/147 +[2025-02-27 03:31:07,843 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 25/147 +[2025-02-27 03:31:07,876 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 26/147 +[2025-02-27 03:31:07,908 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 27/147 +[2025-02-27 03:31:07,949 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 28/147 +[2025-02-27 03:31:08,010 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 29/147 +[2025-02-27 03:31:08,068 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 30/147 +[2025-02-27 03:31:08,113 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 31/147 +[2025-02-27 03:31:08,155 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 32/147 +[2025-02-27 03:31:08,189 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 33/147 +[2025-02-27 03:31:08,223 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 34/147 +[2025-02-27 03:31:08,262 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 35/147 +[2025-02-27 03:31:08,336 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 36/147 +[2025-02-27 03:31:08,380 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 37/147 +[2025-02-27 03:31:08,440 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 38/147 +[2025-02-27 03:31:08,472 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 39/147 +[2025-02-27 03:31:08,534 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 40/147 +[2025-02-27 03:31:08,566 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 41/147 +[2025-02-27 03:31:08,618 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 42/147 +[2025-02-27 03:31:08,651 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 43/147 +[2025-02-27 03:31:08,708 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 44/147 +[2025-02-27 03:31:08,763 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 45/147 +[2025-02-27 03:31:08,818 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 46/147 +[2025-02-27 03:31:08,850 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 47/147 +[2025-02-27 03:31:08,882 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 48/147 +[2025-02-27 03:31:08,914 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 49/147 +[2025-02-27 03:31:08,944 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 50/147 +[2025-02-27 03:31:08,974 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 51/147 +[2025-02-27 03:31:09,006 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 52/147 +[2025-02-27 03:31:09,040 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 53/147 +[2025-02-27 03:31:09,071 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 54/147 +[2025-02-27 03:31:09,102 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 55/147 +[2025-02-27 03:31:09,134 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 56/147 +[2025-02-27 03:31:09,193 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 57/147 +[2025-02-27 03:31:09,225 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 58/147 +[2025-02-27 03:31:09,287 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 59/147 +[2025-02-27 03:31:09,345 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 60/147 +[2025-02-27 03:31:09,377 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 61/147 +[2025-02-27 03:31:09,410 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 62/147 +[2025-02-27 03:31:09,441 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 63/147 +[2025-02-27 03:31:09,497 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 64/147 +[2025-02-27 03:31:09,536 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 65/147 +[2025-02-27 03:31:09,575 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 66/147 +[2025-02-27 03:31:09,618 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 67/147 +[2025-02-27 03:31:09,659 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 68/147 +[2025-02-27 03:31:09,699 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 69/147 +[2025-02-27 03:31:09,740 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 70/147 +[2025-02-27 03:31:09,809 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 71/147 +[2025-02-27 03:31:09,847 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 72/147 +[2025-02-27 03:31:09,899 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 73/147 +[2025-02-27 03:31:09,932 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 74/147 +[2025-02-27 03:31:09,965 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 75/147 +[2025-02-27 03:31:10,005 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 76/147 +[2025-02-27 03:31:10,039 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 77/147 +[2025-02-27 03:31:10,074 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 78/147 +[2025-02-27 03:31:10,106 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 79/147 +[2025-02-27 03:31:10,140 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 80/147 +[2025-02-27 03:31:10,172 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 81/147 +[2025-02-27 03:31:10,204 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 82/147 +[2025-02-27 03:31:10,239 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 83/147 +[2025-02-27 03:31:10,272 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 84/147 +[2025-02-27 03:31:10,304 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 85/147 +[2025-02-27 03:31:10,366 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 86/147 +[2025-02-27 03:31:10,400 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 87/147 +[2025-02-27 03:31:10,433 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 88/147 +[2025-02-27 03:31:10,479 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 89/147 +[2025-02-27 03:31:10,512 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 90/147 +[2025-02-27 03:31:10,565 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 91/147 +[2025-02-27 03:31:10,597 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 92/147 +[2025-02-27 03:31:10,632 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 93/147 +[2025-02-27 03:31:10,698 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 94/147 +[2025-02-27 03:31:10,734 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 95/147 +[2025-02-27 03:31:10,767 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 96/147 +[2025-02-27 03:31:10,798 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 97/147 +[2025-02-27 03:31:10,855 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 98/147 +[2025-02-27 03:31:10,887 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 99/147 +[2025-02-27 03:31:10,922 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 100/147 +[2025-02-27 03:31:10,956 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 101/147 +[2025-02-27 03:31:10,989 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 102/147 +[2025-02-27 03:31:11,025 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 103/147 +[2025-02-27 03:31:11,069 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 104/147 +[2025-02-27 03:31:11,111 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 105/147 +[2025-02-27 03:31:11,143 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 106/147 +[2025-02-27 03:31:11,179 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 107/147 +[2025-02-27 03:31:11,213 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 108/147 +[2025-02-27 03:31:11,247 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 109/147 +[2025-02-27 03:31:11,301 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 110/147 +[2025-02-27 03:31:11,348 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 111/147 +[2025-02-27 03:31:11,391 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 112/147 +[2025-02-27 03:31:11,446 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 113/147 +[2025-02-27 03:31:11,488 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 114/147 +[2025-02-27 03:31:11,520 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 115/147 +[2025-02-27 03:31:11,556 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 116/147 +[2025-02-27 03:31:11,600 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 117/147 +[2025-02-27 03:31:11,634 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 118/147 +[2025-02-27 03:31:11,668 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 119/147 +[2025-02-27 03:31:11,703 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 120/147 +[2025-02-27 03:31:11,744 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 121/147 +[2025-02-27 03:31:11,806 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 122/147 +[2025-02-27 03:31:11,864 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 123/147 +[2025-02-27 03:31:11,897 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 124/147 +[2025-02-27 03:31:11,930 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 125/147 +[2025-02-27 03:31:11,964 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 126/147 +[2025-02-27 03:31:11,997 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 127/147 +[2025-02-27 03:31:12,031 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 128/147 +[2025-02-27 03:31:12,065 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 129/147 +[2025-02-27 03:31:12,101 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 130/147 +[2025-02-27 03:31:12,142 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 131/147 +[2025-02-27 03:31:12,177 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 132/147 +[2025-02-27 03:31:12,210 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 133/147 +[2025-02-27 03:31:12,244 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 134/147 +[2025-02-27 03:31:12,283 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 135/147 +[2025-02-27 03:31:12,322 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 136/147 +[2025-02-27 03:31:12,361 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 137/147 +[2025-02-27 03:31:12,403 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 138/147 +[2025-02-27 03:31:12,442 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 139/147 +[2025-02-27 03:31:12,489 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 140/147 +[2025-02-27 03:31:12,531 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 141/147 +[2025-02-27 03:31:12,569 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 142/147 +[2025-02-27 03:31:12,607 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 143/147 +[2025-02-27 03:31:12,656 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 144/147 +[2025-02-27 03:31:12,695 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 145/147 +[2025-02-27 03:31:12,730 INFO test.py line 201 943558] Test: 74/78-scene0697_02, Batch: 146/147 +[2025-02-27 03:31:12,937 INFO test.py line 289 943558] Test: scene0697_02 [74/78]-166855 Batch 6.338 (5.413) Accuracy 0.7679 (0.7546) mIoU 0.2702 (0.6733) +[2025-02-27 03:31:12,978 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 0/130 +[2025-02-27 03:31:13,011 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 1/130 +[2025-02-27 03:31:13,045 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 2/130 +[2025-02-27 03:31:13,079 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 3/130 +[2025-02-27 03:31:13,115 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 4/130 +[2025-02-27 03:31:13,148 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 5/130 +[2025-02-27 03:31:13,181 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 6/130 +[2025-02-27 03:31:13,219 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 7/130 +[2025-02-27 03:31:13,252 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 8/130 +[2025-02-27 03:31:13,287 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 9/130 +[2025-02-27 03:31:13,320 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 10/130 +[2025-02-27 03:31:13,385 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 11/130 +[2025-02-27 03:31:13,420 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 12/130 +[2025-02-27 03:31:13,453 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 13/130 +[2025-02-27 03:31:13,486 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 14/130 +[2025-02-27 03:31:13,536 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 15/130 +[2025-02-27 03:31:13,569 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 16/130 +[2025-02-27 03:31:13,610 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 17/130 +[2025-02-27 03:31:13,669 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 18/130 +[2025-02-27 03:31:13,702 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 19/130 +[2025-02-27 03:31:13,733 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 20/130 +[2025-02-27 03:31:13,789 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 21/130 +[2025-02-27 03:31:13,858 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 22/130 +[2025-02-27 03:31:13,899 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 23/130 +[2025-02-27 03:31:13,943 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 24/130 +[2025-02-27 03:31:13,994 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 25/130 +[2025-02-27 03:31:14,037 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 26/130 +[2025-02-27 03:31:14,073 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 27/130 +[2025-02-27 03:31:14,107 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 28/130 +[2025-02-27 03:31:14,139 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 29/130 +[2025-02-27 03:31:14,175 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 30/130 +[2025-02-27 03:31:14,209 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 31/130 +[2025-02-27 03:31:14,243 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 32/130 +[2025-02-27 03:31:14,281 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 33/130 +[2025-02-27 03:31:14,343 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 34/130 +[2025-02-27 03:31:14,379 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 35/130 +[2025-02-27 03:31:14,417 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 36/130 +[2025-02-27 03:31:14,452 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 37/130 +[2025-02-27 03:31:14,511 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 38/130 +[2025-02-27 03:31:14,545 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 39/130 +[2025-02-27 03:31:14,582 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 40/130 +[2025-02-27 03:31:14,616 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 41/130 +[2025-02-27 03:31:14,651 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 42/130 +[2025-02-27 03:31:14,688 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 43/130 +[2025-02-27 03:31:14,723 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 44/130 +[2025-02-27 03:31:14,788 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 45/130 +[2025-02-27 03:31:14,819 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 46/130 +[2025-02-27 03:31:14,853 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 47/130 +[2025-02-27 03:31:14,889 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 48/130 +[2025-02-27 03:31:14,928 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 49/130 +[2025-02-27 03:31:14,965 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 50/130 +[2025-02-27 03:31:14,998 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 51/130 +[2025-02-27 03:31:15,033 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 52/130 +[2025-02-27 03:31:15,072 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 53/130 +[2025-02-27 03:31:15,104 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 54/130 +[2025-02-27 03:31:15,147 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 55/130 +[2025-02-27 03:31:15,188 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 56/130 +[2025-02-27 03:31:15,226 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 57/130 +[2025-02-27 03:31:15,261 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 58/130 +[2025-02-27 03:31:15,296 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 59/130 +[2025-02-27 03:31:15,331 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 60/130 +[2025-02-27 03:31:15,370 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 61/130 +[2025-02-27 03:31:15,413 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 62/130 +[2025-02-27 03:31:15,465 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 63/130 +[2025-02-27 03:31:15,498 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 64/130 +[2025-02-27 03:31:15,532 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 65/130 +[2025-02-27 03:31:15,565 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 66/130 +[2025-02-27 03:31:15,597 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 67/130 +[2025-02-27 03:31:15,631 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 68/130 +[2025-02-27 03:31:15,664 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 69/130 +[2025-02-27 03:31:15,697 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 70/130 +[2025-02-27 03:31:15,728 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 71/130 +[2025-02-27 03:31:15,760 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 72/130 +[2025-02-27 03:31:15,806 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 73/130 +[2025-02-27 03:31:15,845 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 74/130 +[2025-02-27 03:31:15,879 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 75/130 +[2025-02-27 03:31:15,915 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 76/130 +[2025-02-27 03:31:15,953 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 77/130 +[2025-02-27 03:31:15,991 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 78/130 +[2025-02-27 03:31:16,023 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 79/130 +[2025-02-27 03:31:16,058 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 80/130 +[2025-02-27 03:31:16,093 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 81/130 +[2025-02-27 03:31:16,127 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 82/130 +[2025-02-27 03:31:16,161 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 83/130 +[2025-02-27 03:31:16,196 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 84/130 +[2025-02-27 03:31:16,230 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 85/130 +[2025-02-27 03:31:16,265 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 86/130 +[2025-02-27 03:31:16,322 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 87/130 +[2025-02-27 03:31:16,361 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 88/130 +[2025-02-27 03:31:16,403 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 89/130 +[2025-02-27 03:31:16,435 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 90/130 +[2025-02-27 03:31:16,473 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 91/130 +[2025-02-27 03:31:16,507 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 92/130 +[2025-02-27 03:31:16,539 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 93/130 +[2025-02-27 03:31:16,583 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 94/130 +[2025-02-27 03:31:16,632 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 95/130 +[2025-02-27 03:31:16,688 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 96/130 +[2025-02-27 03:31:16,749 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 97/130 +[2025-02-27 03:31:16,806 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 98/130 +[2025-02-27 03:31:16,871 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 99/130 +[2025-02-27 03:31:16,937 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 100/130 +[2025-02-27 03:31:16,997 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 101/130 +[2025-02-27 03:31:17,065 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 102/130 +[2025-02-27 03:31:17,136 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 103/130 +[2025-02-27 03:31:17,199 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 104/130 +[2025-02-27 03:31:17,253 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 105/130 +[2025-02-27 03:31:17,301 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 106/130 +[2025-02-27 03:31:17,348 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 107/130 +[2025-02-27 03:31:17,400 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 108/130 +[2025-02-27 03:31:17,448 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 109/130 +[2025-02-27 03:31:17,496 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 110/130 +[2025-02-27 03:31:17,542 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 111/130 +[2025-02-27 03:31:17,589 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 112/130 +[2025-02-27 03:31:17,633 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 113/130 +[2025-02-27 03:31:17,678 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 114/130 +[2025-02-27 03:31:17,723 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 115/130 +[2025-02-27 03:31:17,766 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 116/130 +[2025-02-27 03:31:17,810 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 117/130 +[2025-02-27 03:31:17,856 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 118/130 +[2025-02-27 03:31:17,891 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 119/130 +[2025-02-27 03:31:17,923 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 120/130 +[2025-02-27 03:31:17,957 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 121/130 +[2025-02-27 03:31:17,992 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-02-27 03:31:18,036 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-02-27 03:31:18,069 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-02-27 03:31:18,104 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-02-27 03:31:18,160 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-02-27 03:31:18,193 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 127/130 +[2025-02-27 03:31:18,225 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 128/130 +[2025-02-27 03:31:18,257 INFO test.py line 201 943558] Test: 75/78-scene0081_01, Batch: 129/130 +[2025-02-27 03:31:18,461 INFO test.py line 289 943558] Test: scene0081_01 [75/78]-179955 Batch 5.524 (5.415) Accuracy 0.9211 (0.7544) mIoU 0.2554 (0.6733) +[2025-02-27 03:31:18,494 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 0/143 +[2025-02-27 03:31:18,522 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 1/143 +[2025-02-27 03:31:18,549 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 2/143 +[2025-02-27 03:31:18,577 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 3/143 +[2025-02-27 03:31:18,608 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 4/143 +[2025-02-27 03:31:18,635 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 5/143 +[2025-02-27 03:31:18,663 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 6/143 +[2025-02-27 03:31:18,693 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 7/143 +[2025-02-27 03:31:18,725 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 8/143 +[2025-02-27 03:31:18,758 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 9/143 +[2025-02-27 03:31:18,799 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 10/143 +[2025-02-27 03:31:18,827 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 11/143 +[2025-02-27 03:31:18,853 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 12/143 +[2025-02-27 03:31:18,880 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 13/143 +[2025-02-27 03:31:18,907 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 14/143 +[2025-02-27 03:31:18,933 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 15/143 +[2025-02-27 03:31:18,969 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 16/143 +[2025-02-27 03:31:18,997 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 17/143 +[2025-02-27 03:31:19,025 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 18/143 +[2025-02-27 03:31:19,060 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 19/143 +[2025-02-27 03:31:19,088 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 20/143 +[2025-02-27 03:31:19,117 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 21/143 +[2025-02-27 03:31:19,144 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 22/143 +[2025-02-27 03:31:19,173 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 23/143 +[2025-02-27 03:31:19,200 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 24/143 +[2025-02-27 03:31:19,227 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 25/143 +[2025-02-27 03:31:19,253 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 26/143 +[2025-02-27 03:31:19,284 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 27/143 +[2025-02-27 03:31:19,311 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 28/143 +[2025-02-27 03:31:19,338 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 29/143 +[2025-02-27 03:31:19,369 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 30/143 +[2025-02-27 03:31:19,397 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 31/143 +[2025-02-27 03:31:19,424 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 32/143 +[2025-02-27 03:31:19,451 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 33/143 +[2025-02-27 03:31:19,485 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 34/143 +[2025-02-27 03:31:19,513 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 35/143 +[2025-02-27 03:31:19,542 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 36/143 +[2025-02-27 03:31:19,569 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 37/143 +[2025-02-27 03:31:19,621 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 38/143 +[2025-02-27 03:31:19,648 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 39/143 +[2025-02-27 03:31:19,699 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 40/143 +[2025-02-27 03:31:19,729 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 41/143 +[2025-02-27 03:31:19,756 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 42/143 +[2025-02-27 03:31:19,783 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 43/143 +[2025-02-27 03:31:19,811 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 44/143 +[2025-02-27 03:31:19,838 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 45/143 +[2025-02-27 03:31:19,865 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 46/143 +[2025-02-27 03:31:19,894 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 47/143 +[2025-02-27 03:31:19,921 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 48/143 +[2025-02-27 03:31:19,947 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 49/143 +[2025-02-27 03:31:19,974 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 50/143 +[2025-02-27 03:31:20,010 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 51/143 +[2025-02-27 03:31:20,050 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 52/143 +[2025-02-27 03:31:20,080 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 53/143 +[2025-02-27 03:31:20,120 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 54/143 +[2025-02-27 03:31:20,159 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 55/143 +[2025-02-27 03:31:20,196 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 56/143 +[2025-02-27 03:31:20,221 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 57/143 +[2025-02-27 03:31:20,246 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 58/143 +[2025-02-27 03:31:20,271 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 59/143 +[2025-02-27 03:31:20,296 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 60/143 +[2025-02-27 03:31:20,322 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 61/143 +[2025-02-27 03:31:20,348 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 62/143 +[2025-02-27 03:31:20,382 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 63/143 +[2025-02-27 03:31:20,409 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 64/143 +[2025-02-27 03:31:20,438 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 65/143 +[2025-02-27 03:31:20,467 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 66/143 +[2025-02-27 03:31:20,493 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 67/143 +[2025-02-27 03:31:20,522 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 68/143 +[2025-02-27 03:31:20,547 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 69/143 +[2025-02-27 03:31:20,581 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 70/143 +[2025-02-27 03:31:20,611 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 71/143 +[2025-02-27 03:31:20,637 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 72/143 +[2025-02-27 03:31:20,664 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 73/143 +[2025-02-27 03:31:20,691 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 74/143 +[2025-02-27 03:31:20,719 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 75/143 +[2025-02-27 03:31:20,748 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 76/143 +[2025-02-27 03:31:20,773 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 77/143 +[2025-02-27 03:31:20,801 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 78/143 +[2025-02-27 03:31:20,828 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 79/143 +[2025-02-27 03:31:20,856 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 80/143 +[2025-02-27 03:31:20,883 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 81/143 +[2025-02-27 03:31:20,910 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 82/143 +[2025-02-27 03:31:20,937 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 83/143 +[2025-02-27 03:31:20,967 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 84/143 +[2025-02-27 03:31:20,993 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 85/143 +[2025-02-27 03:31:21,019 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 86/143 +[2025-02-27 03:31:21,047 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 87/143 +[2025-02-27 03:31:21,083 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 88/143 +[2025-02-27 03:31:21,117 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 89/143 +[2025-02-27 03:31:21,153 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 90/143 +[2025-02-27 03:31:21,191 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 91/143 +[2025-02-27 03:31:21,230 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 92/143 +[2025-02-27 03:31:21,266 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 93/143 +[2025-02-27 03:31:21,300 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 94/143 +[2025-02-27 03:31:21,335 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 95/143 +[2025-02-27 03:31:21,373 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 96/143 +[2025-02-27 03:31:21,412 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 97/143 +[2025-02-27 03:31:21,446 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 98/143 +[2025-02-27 03:31:21,479 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 99/143 +[2025-02-27 03:31:21,512 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 100/143 +[2025-02-27 03:31:21,547 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 101/143 +[2025-02-27 03:31:21,586 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 102/143 +[2025-02-27 03:31:21,622 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 103/143 +[2025-02-27 03:31:21,656 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 104/143 +[2025-02-27 03:31:21,689 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 105/143 +[2025-02-27 03:31:21,717 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 106/143 +[2025-02-27 03:31:21,747 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 107/143 +[2025-02-27 03:31:21,776 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 108/143 +[2025-02-27 03:31:21,831 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 109/143 +[2025-02-27 03:31:21,859 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 110/143 +[2025-02-27 03:31:21,905 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 111/143 +[2025-02-27 03:31:21,933 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 112/143 +[2025-02-27 03:31:21,990 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 113/143 +[2025-02-27 03:31:22,022 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 114/143 +[2025-02-27 03:31:22,049 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 115/143 +[2025-02-27 03:31:22,076 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 116/143 +[2025-02-27 03:31:22,105 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 117/143 +[2025-02-27 03:31:22,135 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 118/143 +[2025-02-27 03:31:22,164 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 119/143 +[2025-02-27 03:31:22,198 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 120/143 +[2025-02-27 03:31:22,231 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 121/143 +[2025-02-27 03:31:22,269 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 122/143 +[2025-02-27 03:31:22,297 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 123/143 +[2025-02-27 03:31:22,324 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 124/143 +[2025-02-27 03:31:22,351 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 125/143 +[2025-02-27 03:31:22,381 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 126/143 +[2025-02-27 03:31:22,409 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 127/143 +[2025-02-27 03:31:22,437 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 128/143 +[2025-02-27 03:31:22,474 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 129/143 +[2025-02-27 03:31:22,501 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 130/143 +[2025-02-27 03:31:22,528 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 131/143 +[2025-02-27 03:31:22,557 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 132/143 +[2025-02-27 03:31:22,586 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 133/143 +[2025-02-27 03:31:22,614 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 134/143 +[2025-02-27 03:31:22,641 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 135/143 +[2025-02-27 03:31:22,670 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 136/143 +[2025-02-27 03:31:22,697 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 137/143 +[2025-02-27 03:31:22,722 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 138/143 +[2025-02-27 03:31:22,749 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-02-27 03:31:22,780 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-02-27 03:31:22,809 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 141/143 +[2025-02-27 03:31:22,847 INFO test.py line 201 943558] Test: 76/78-scene0689_00, Batch: 142/143 +[2025-02-27 03:31:23,090 INFO test.py line 289 943558] Test: scene0689_00 [76/78]-122129 Batch 4.628 (5.404) Accuracy 0.8616 (0.7539) mIoU 0.7102 (0.6731) +[2025-02-27 03:31:23,140 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 0/130 +[2025-02-27 03:31:23,184 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 1/130 +[2025-02-27 03:31:23,233 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 2/130 +[2025-02-27 03:31:23,277 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 3/130 +[2025-02-27 03:31:23,323 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 4/130 +[2025-02-27 03:31:23,364 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 5/130 +[2025-02-27 03:31:23,400 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 6/130 +[2025-02-27 03:31:23,433 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 7/130 +[2025-02-27 03:31:23,467 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 8/130 +[2025-02-27 03:31:23,500 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 9/130 +[2025-02-27 03:31:23,538 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 10/130 +[2025-02-27 03:31:23,581 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 11/130 +[2025-02-27 03:31:23,617 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 12/130 +[2025-02-27 03:31:23,655 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 13/130 +[2025-02-27 03:31:23,692 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 14/130 +[2025-02-27 03:31:23,728 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 15/130 +[2025-02-27 03:31:23,764 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 16/130 +[2025-02-27 03:31:23,800 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 17/130 +[2025-02-27 03:31:23,837 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 18/130 +[2025-02-27 03:31:23,873 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 19/130 +[2025-02-27 03:31:23,908 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 20/130 +[2025-02-27 03:31:23,941 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 21/130 +[2025-02-27 03:31:23,984 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 22/130 +[2025-02-27 03:31:24,018 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 23/130 +[2025-02-27 03:31:24,053 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 24/130 +[2025-02-27 03:31:24,087 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 25/130 +[2025-02-27 03:31:24,123 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 26/130 +[2025-02-27 03:31:24,157 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 27/130 +[2025-02-27 03:31:24,192 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 28/130 +[2025-02-27 03:31:24,227 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 29/130 +[2025-02-27 03:31:24,280 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 30/130 +[2025-02-27 03:31:24,329 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 31/130 +[2025-02-27 03:31:24,365 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 32/130 +[2025-02-27 03:31:24,400 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 33/130 +[2025-02-27 03:31:24,434 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 34/130 +[2025-02-27 03:31:24,469 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 35/130 +[2025-02-27 03:31:24,504 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 36/130 +[2025-02-27 03:31:24,551 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 37/130 +[2025-02-27 03:31:24,585 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 38/130 +[2025-02-27 03:31:24,618 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 39/130 +[2025-02-27 03:31:24,652 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 40/130 +[2025-02-27 03:31:24,686 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 41/130 +[2025-02-27 03:31:24,720 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 42/130 +[2025-02-27 03:31:24,754 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 43/130 +[2025-02-27 03:31:24,786 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 44/130 +[2025-02-27 03:31:24,820 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 45/130 +[2025-02-27 03:31:24,854 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 46/130 +[2025-02-27 03:31:24,895 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 47/130 +[2025-02-27 03:31:24,928 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 48/130 +[2025-02-27 03:31:24,961 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 49/130 +[2025-02-27 03:31:24,995 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 50/130 +[2025-02-27 03:31:25,028 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 51/130 +[2025-02-27 03:31:25,062 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 52/130 +[2025-02-27 03:31:25,095 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 53/130 +[2025-02-27 03:31:25,129 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 54/130 +[2025-02-27 03:31:25,163 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 55/130 +[2025-02-27 03:31:25,196 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 56/130 +[2025-02-27 03:31:25,234 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 57/130 +[2025-02-27 03:31:25,263 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 58/130 +[2025-02-27 03:31:25,293 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 59/130 +[2025-02-27 03:31:25,323 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 60/130 +[2025-02-27 03:31:25,353 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 61/130 +[2025-02-27 03:31:25,386 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 62/130 +[2025-02-27 03:31:25,417 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 63/130 +[2025-02-27 03:31:25,471 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 64/130 +[2025-02-27 03:31:25,502 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 65/130 +[2025-02-27 03:31:25,531 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 66/130 +[2025-02-27 03:31:25,568 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 67/130 +[2025-02-27 03:31:25,598 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 68/130 +[2025-02-27 03:31:25,629 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 69/130 +[2025-02-27 03:31:25,668 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 70/130 +[2025-02-27 03:31:25,697 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 71/130 +[2025-02-27 03:31:25,730 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 72/130 +[2025-02-27 03:31:25,759 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 73/130 +[2025-02-27 03:31:25,789 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 74/130 +[2025-02-27 03:31:25,817 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 75/130 +[2025-02-27 03:31:25,846 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 76/130 +[2025-02-27 03:31:25,875 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 77/130 +[2025-02-27 03:31:25,905 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 78/130 +[2025-02-27 03:31:25,936 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 79/130 +[2025-02-27 03:31:25,966 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 80/130 +[2025-02-27 03:31:25,996 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 81/130 +[2025-02-27 03:31:26,025 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 82/130 +[2025-02-27 03:31:26,056 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 83/130 +[2025-02-27 03:31:26,089 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 84/130 +[2025-02-27 03:31:26,124 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 85/130 +[2025-02-27 03:31:26,157 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 86/130 +[2025-02-27 03:31:26,189 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 87/130 +[2025-02-27 03:31:26,221 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 88/130 +[2025-02-27 03:31:26,256 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 89/130 +[2025-02-27 03:31:26,287 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 90/130 +[2025-02-27 03:31:26,319 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 91/130 +[2025-02-27 03:31:26,358 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 92/130 +[2025-02-27 03:31:26,403 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 93/130 +[2025-02-27 03:31:26,460 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 94/130 +[2025-02-27 03:31:26,504 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 95/130 +[2025-02-27 03:31:26,542 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 96/130 +[2025-02-27 03:31:26,577 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 97/130 +[2025-02-27 03:31:26,612 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 98/130 +[2025-02-27 03:31:26,647 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 99/130 +[2025-02-27 03:31:26,685 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 100/130 +[2025-02-27 03:31:26,750 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 101/130 +[2025-02-27 03:31:26,786 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 102/130 +[2025-02-27 03:31:26,829 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 103/130 +[2025-02-27 03:31:26,878 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 104/130 +[2025-02-27 03:31:26,923 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 105/130 +[2025-02-27 03:31:26,959 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 106/130 +[2025-02-27 03:31:26,995 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 107/130 +[2025-02-27 03:31:27,032 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 108/130 +[2025-02-27 03:31:27,075 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 109/130 +[2025-02-27 03:31:27,111 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 110/130 +[2025-02-27 03:31:27,153 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 111/130 +[2025-02-27 03:31:27,194 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 112/130 +[2025-02-27 03:31:27,229 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 113/130 +[2025-02-27 03:31:27,275 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 114/130 +[2025-02-27 03:31:27,310 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 115/130 +[2025-02-27 03:31:27,350 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 116/130 +[2025-02-27 03:31:27,399 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 117/130 +[2025-02-27 03:31:27,434 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 118/130 +[2025-02-27 03:31:27,469 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 119/130 +[2025-02-27 03:31:27,504 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 120/130 +[2025-02-27 03:31:27,538 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 121/130 +[2025-02-27 03:31:27,572 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-02-27 03:31:27,606 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-02-27 03:31:27,643 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-02-27 03:31:27,678 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-02-27 03:31:27,721 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-02-27 03:31:27,758 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-02-27 03:31:27,792 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-02-27 03:31:27,828 INFO test.py line 201 943558] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-02-27 03:31:28,084 INFO test.py line 289 943558] Test: scene0095_01 [77/78]-216254 Batch 4.994 (5.399) Accuracy 0.9765 (0.7545) mIoU 0.6153 (0.6741) +[2025-02-27 03:31:28,116 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-02-27 03:31:28,144 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-02-27 03:31:28,181 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-02-27 03:31:28,210 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 3/147 +[2025-02-27 03:31:28,239 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 4/147 +[2025-02-27 03:31:28,267 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 5/147 +[2025-02-27 03:31:28,297 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 6/147 +[2025-02-27 03:31:28,324 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 7/147 +[2025-02-27 03:31:28,351 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 8/147 +[2025-02-27 03:31:28,384 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 9/147 +[2025-02-27 03:31:28,430 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 10/147 +[2025-02-27 03:31:28,458 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 11/147 +[2025-02-27 03:31:28,486 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 12/147 +[2025-02-27 03:31:28,515 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 13/147 +[2025-02-27 03:31:28,566 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 14/147 +[2025-02-27 03:31:28,624 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 15/147 +[2025-02-27 03:31:28,652 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 16/147 +[2025-02-27 03:31:28,685 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 17/147 +[2025-02-27 03:31:28,713 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 18/147 +[2025-02-27 03:31:28,741 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 19/147 +[2025-02-27 03:31:28,770 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 20/147 +[2025-02-27 03:31:28,800 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 21/147 +[2025-02-27 03:31:28,831 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 22/147 +[2025-02-27 03:31:28,866 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 23/147 +[2025-02-27 03:31:28,907 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 24/147 +[2025-02-27 03:31:28,948 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 25/147 +[2025-02-27 03:31:28,986 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 26/147 +[2025-02-27 03:31:29,024 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 27/147 +[2025-02-27 03:31:29,062 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 28/147 +[2025-02-27 03:31:29,110 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 29/147 +[2025-02-27 03:31:29,148 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 30/147 +[2025-02-27 03:31:29,189 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 31/147 +[2025-02-27 03:31:29,250 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 32/147 +[2025-02-27 03:31:29,288 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 33/147 +[2025-02-27 03:31:29,330 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 34/147 +[2025-02-27 03:31:29,369 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 35/147 +[2025-02-27 03:31:29,411 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 36/147 +[2025-02-27 03:31:29,443 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 37/147 +[2025-02-27 03:31:29,500 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 38/147 +[2025-02-27 03:31:29,527 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 39/147 +[2025-02-27 03:31:29,556 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 40/147 +[2025-02-27 03:31:29,584 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 41/147 +[2025-02-27 03:31:29,612 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 42/147 +[2025-02-27 03:31:29,641 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 43/147 +[2025-02-27 03:31:29,669 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 44/147 +[2025-02-27 03:31:29,697 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 45/147 +[2025-02-27 03:31:29,725 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 46/147 +[2025-02-27 03:31:29,754 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 47/147 +[2025-02-27 03:31:29,783 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 48/147 +[2025-02-27 03:31:29,812 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 49/147 +[2025-02-27 03:31:29,841 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 50/147 +[2025-02-27 03:31:29,870 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 51/147 +[2025-02-27 03:31:29,899 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 52/147 +[2025-02-27 03:31:29,929 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 53/147 +[2025-02-27 03:31:29,954 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 54/147 +[2025-02-27 03:31:29,983 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 55/147 +[2025-02-27 03:31:30,017 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 56/147 +[2025-02-27 03:31:30,048 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 57/147 +[2025-02-27 03:31:30,084 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 58/147 +[2025-02-27 03:31:30,120 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 59/147 +[2025-02-27 03:31:30,167 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 60/147 +[2025-02-27 03:31:30,195 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 61/147 +[2025-02-27 03:31:30,224 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 62/147 +[2025-02-27 03:31:30,252 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 63/147 +[2025-02-27 03:31:30,279 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 64/147 +[2025-02-27 03:31:30,315 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 65/147 +[2025-02-27 03:31:30,343 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 66/147 +[2025-02-27 03:31:30,378 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 67/147 +[2025-02-27 03:31:30,409 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 68/147 +[2025-02-27 03:31:30,442 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 69/147 +[2025-02-27 03:31:30,474 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 70/147 +[2025-02-27 03:31:30,512 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 71/147 +[2025-02-27 03:31:30,540 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 72/147 +[2025-02-27 03:31:30,567 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 73/147 +[2025-02-27 03:31:30,594 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 74/147 +[2025-02-27 03:31:30,628 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 75/147 +[2025-02-27 03:31:30,656 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 76/147 +[2025-02-27 03:31:30,685 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 77/147 +[2025-02-27 03:31:30,714 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 78/147 +[2025-02-27 03:31:30,742 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 79/147 +[2025-02-27 03:31:30,772 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 80/147 +[2025-02-27 03:31:30,800 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 81/147 +[2025-02-27 03:31:30,827 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 82/147 +[2025-02-27 03:31:30,855 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 83/147 +[2025-02-27 03:31:30,885 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 84/147 +[2025-02-27 03:31:30,913 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 85/147 +[2025-02-27 03:31:30,942 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 86/147 +[2025-02-27 03:31:30,996 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 87/147 +[2025-02-27 03:31:31,026 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 88/147 +[2025-02-27 03:31:31,054 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 89/147 +[2025-02-27 03:31:31,081 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 90/147 +[2025-02-27 03:31:31,109 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 91/147 +[2025-02-27 03:31:31,140 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 92/147 +[2025-02-27 03:31:31,169 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 93/147 +[2025-02-27 03:31:31,208 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 94/147 +[2025-02-27 03:31:31,237 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 95/147 +[2025-02-27 03:31:31,269 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 96/147 +[2025-02-27 03:31:31,298 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 97/147 +[2025-02-27 03:31:31,328 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 98/147 +[2025-02-27 03:31:31,359 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 99/147 +[2025-02-27 03:31:31,413 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 100/147 +[2025-02-27 03:31:31,443 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 101/147 +[2025-02-27 03:31:31,477 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 102/147 +[2025-02-27 03:31:31,512 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 103/147 +[2025-02-27 03:31:31,541 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 104/147 +[2025-02-27 03:31:31,570 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 105/147 +[2025-02-27 03:31:31,600 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 106/147 +[2025-02-27 03:31:31,630 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 107/147 +[2025-02-27 03:31:31,660 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 108/147 +[2025-02-27 03:31:31,689 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 109/147 +[2025-02-27 03:31:31,742 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 110/147 +[2025-02-27 03:31:31,772 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 111/147 +[2025-02-27 03:31:31,801 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 112/147 +[2025-02-27 03:31:31,831 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 113/147 +[2025-02-27 03:31:31,861 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 114/147 +[2025-02-27 03:31:31,892 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 115/147 +[2025-02-27 03:31:31,925 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 116/147 +[2025-02-27 03:31:31,957 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 117/147 +[2025-02-27 03:31:31,987 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 118/147 +[2025-02-27 03:31:32,016 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 119/147 +[2025-02-27 03:31:32,045 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 120/147 +[2025-02-27 03:31:32,073 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 121/147 +[2025-02-27 03:31:32,102 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 122/147 +[2025-02-27 03:31:32,129 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 123/147 +[2025-02-27 03:31:32,160 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 124/147 +[2025-02-27 03:31:32,207 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 125/147 +[2025-02-27 03:31:32,234 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 126/147 +[2025-02-27 03:31:32,264 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 127/147 +[2025-02-27 03:31:32,292 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 128/147 +[2025-02-27 03:31:32,319 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 129/147 +[2025-02-27 03:31:32,352 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 130/147 +[2025-02-27 03:31:32,383 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 131/147 +[2025-02-27 03:31:32,410 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 132/147 +[2025-02-27 03:31:32,441 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-02-27 03:31:32,472 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-02-27 03:31:32,503 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-02-27 03:31:32,532 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-02-27 03:31:32,563 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-02-27 03:31:32,593 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-02-27 03:31:32,622 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-02-27 03:31:32,649 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-02-27 03:31:32,676 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-02-27 03:31:32,705 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-02-27 03:31:32,734 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-02-27 03:31:32,764 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-02-27 03:31:32,793 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-02-27 03:31:32,821 INFO test.py line 201 943558] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-02-27 03:31:32,998 INFO test.py line 289 943558] Test: scene0187_01 [78/78]-144163 Batch 4.913 (5.393) Accuracy 0.9070 (0.7538) mIoU 0.4425 (0.6720) +[2025-02-27 03:31:33,787 INFO test.py line 306 943558] Syncing ... +[2025-02-27 03:32:00,941 INFO test.py line 334 943558] Val result: mIoU/mAcc/allAcc 0.6739/0.7680/0.8758 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_0 - wall Result: iou/accuracy 0.8352/0.9510 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_1 - floor Result: iou/accuracy 0.9513/0.9829 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_2 - cabinet Result: iou/accuracy 0.5620/0.7288 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_3 - bed Result: iou/accuracy 0.7498/0.8315 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_4 - chair Result: iou/accuracy 0.8939/0.9428 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_5 - sofa Result: iou/accuracy 0.7896/0.9068 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_6 - table Result: iou/accuracy 0.6676/0.7990 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_7 - door Result: iou/accuracy 0.6397/0.7514 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_8 - window Result: iou/accuracy 0.5913/0.7443 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_9 - bookshelf Result: iou/accuracy 0.7049/0.8111 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_10 - picture Result: iou/accuracy 0.3395/0.4020 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_11 - counter Result: iou/accuracy 0.6016/0.7717 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_12 - desk Result: iou/accuracy 0.5370/0.7482 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_13 - curtain Result: iou/accuracy 0.6661/0.7314 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_14 - refridgerator Result: iou/accuracy 0.4312/0.4826 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_15 - shower curtain Result: iou/accuracy 0.7118/0.7678 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_16 - toilet Result: iou/accuracy 0.9299/0.9623 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_17 - sink Result: iou/accuracy 0.6534/0.7262 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_18 - bathtub Result: iou/accuracy 0.8902/0.9332 +[2025-02-27 03:32:00,942 INFO test.py line 340 943558] Class_19 - otherfurniture Result: iou/accuracy 0.3326/0.3844 +[2025-02-27 03:32:00,942 INFO test.py line 348 943558] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<