diff --git "a/scannet/semseg-spunet-efficient-la100/train.log" "b/scannet/semseg-spunet-efficient-la100/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-efficient-la100/train.log" @@ -0,0 +1,22104 @@ +[2025-02-27 11:29:25,341 INFO train.py line 128 3679208] => Loading config ... +[2025-02-27 11:29:25,341 INFO train.py line 130 3679208] Save path: exp/scannet/semseg-spunet-efficient-la100 +[2025-02-27 11:29:26,083 INFO train.py line 131 3679208] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 17255700 +save_path = 'exp/scannet/semseg-spunet-efficient-la100' +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', + la_file='data/scannet/tasks/points/points100', + ignore_index=-1, + 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 11:29:26,083 INFO train.py line 132 3679208] => Building model ... +[2025-02-27 11:29:27,155 INFO train.py line 225 3679208] Num params: 39157844 +[2025-02-27 11:29:27,306 INFO train.py line 134 3679208] => Building writer ... +[2025-02-27 11:29:27,308 INFO train.py line 235 3679208] Tensorboard writer logging dir: exp/scannet/semseg-spunet-efficient-la100 +[2025-02-27 11:29:27,308 INFO train.py line 136 3679208] => Building train dataset & dataloader ... +[2025-02-27 11:29:27,466 INFO defaults.py line 68 3679208] Totally 1201 x 8 samples in train set. +[2025-02-27 11:29:27,466 INFO train.py line 138 3679208] => Building val dataset & dataloader ... +[2025-02-27 11:29:27,467 INFO defaults.py line 68 3679208] Totally 312 x 1 samples in val set. +[2025-02-27 11:29:27,467 INFO train.py line 140 3679208] => Building optimize, scheduler, scaler(amp) ... +[2025-02-27 11:29:27,468 INFO train.py line 144 3679208] => Building hooks ... +[2025-02-27 11:29:27,469 INFO misc.py line 214 3679208] => Loading checkpoint & weight ... +[2025-02-27 11:29:27,469 INFO misc.py line 216 3679208] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-02-27 11:29:28,221 INFO misc.py line 221 3679208] Loading layer weights with keyword: , replace keyword with: +[2025-02-27 11:29:28,227 INFO misc.py line 238 3679208] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-02-27 11:29:28,228 INFO train.py line 151 3679208] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-02-27 11:32:14,575 INFO hook.py line 109 3679208] Train: [1/100][50/300] Data 0.007 (0.007) Batch 0.316 (0.345) Remain 02:51:58 loss: 3.0633 Lr: 6.14811e-04 +[2025-02-27 11:32:32,415 INFO hook.py line 109 3679208] Train: [1/100][100/300] Data 0.007 (0.008) Batch 0.371 (0.351) Remain 02:54:51 loss: 2.5080 Lr: 6.59080e-04 +[2025-02-27 11:32:50,226 INFO hook.py line 109 3679208] Train: [1/100][150/300] Data 0.009 (0.008) Batch 0.297 (0.353) Remain 02:55:27 loss: 2.0359 Lr: 7.32322e-04 +[2025-02-27 11:33:08,359 INFO hook.py line 109 3679208] Train: [1/100][200/300] Data 0.006 (0.007) Batch 0.405 (0.355) Remain 02:56:24 loss: 1.6933 Lr: 8.33734e-04 +[2025-02-27 11:33:26,215 INFO hook.py line 109 3679208] Train: [1/100][250/300] Data 0.004 (0.008) Batch 0.421 (0.356) Remain 02:56:18 loss: 1.8095 Lr: 9.62203e-04 +[2025-02-27 11:33:39,717 INFO hook.py line 109 3679208] Train: [1/100][300/300] Data 0.001 (0.007) Batch 0.206 (0.341) Remain 02:48:53 loss: 1.4543 Lr: 1.11632e-03 +[2025-02-27 11:33:39,718 INFO misc.py line 135 3679208] Train result: loss: 2.4226 +[2025-02-27 11:33:39,788 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:33:58,132 INFO hook.py line 289 3679208] Test: [1/78] Loss 1.3323 +[2025-02-27 11:33:59,945 INFO hook.py line 289 3679208] Test: [2/78] Loss 1.1747 +[2025-02-27 11:34:00,718 INFO hook.py line 289 3679208] Test: [3/78] Loss 1.1160 +[2025-02-27 11:34:00,773 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6408 +[2025-02-27 11:34:00,804 INFO hook.py line 289 3679208] Test: [5/78] Loss 1.0316 +[2025-02-27 11:34:00,859 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7237 +[2025-02-27 11:34:00,909 INFO hook.py line 289 3679208] Test: [7/78] Loss 1.1502 +[2025-02-27 11:34:00,935 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.6396 +[2025-02-27 11:34:00,977 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2709 +[2025-02-27 11:34:01,014 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.7244 +[2025-02-27 11:34:01,066 INFO hook.py line 289 3679208] Test: [11/78] Loss 1.1428 +[2025-02-27 11:34:01,105 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0514 +[2025-02-27 11:34:01,153 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.8579 +[2025-02-27 11:34:01,189 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.5465 +[2025-02-27 11:34:01,223 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.0596 +[2025-02-27 11:34:01,266 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2551 +[2025-02-27 11:34:01,301 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.3042 +[2025-02-27 11:34:01,334 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.3896 +[2025-02-27 11:34:01,383 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0820 +[2025-02-27 11:34:01,426 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.8750 +[2025-02-27 11:34:01,465 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.4624 +[2025-02-27 11:34:01,507 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.6487 +[2025-02-27 11:34:01,540 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.4161 +[2025-02-27 11:34:01,598 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.3028 +[2025-02-27 11:34:01,667 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.2622 +[2025-02-27 11:34:01,721 INFO hook.py line 289 3679208] Test: [26/78] Loss 1.0150 +[2025-02-27 11:34:01,806 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.6116 +[2025-02-27 11:34:01,847 INFO hook.py line 289 3679208] Test: [28/78] Loss 1.3587 +[2025-02-27 11:34:01,885 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.5226 +[2025-02-27 11:34:01,947 INFO hook.py line 289 3679208] Test: [30/78] Loss 1.0397 +[2025-02-27 11:34:02,001 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.7948 +[2025-02-27 11:34:02,037 INFO hook.py line 289 3679208] Test: [32/78] Loss 1.7009 +[2025-02-27 11:34:02,086 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.7824 +[2025-02-27 11:34:02,125 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9110 +[2025-02-27 11:34:02,161 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.7646 +[2025-02-27 11:34:02,199 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.4733 +[2025-02-27 11:34:02,235 INFO hook.py line 289 3679208] Test: [37/78] Loss 1.0223 +[2025-02-27 11:34:02,267 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4588 +[2025-02-27 11:34:02,330 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6243 +[2025-02-27 11:34:02,375 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7164 +[2025-02-27 11:34:02,418 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0423 +[2025-02-27 11:34:02,455 INFO hook.py line 289 3679208] Test: [42/78] Loss 1.2364 +[2025-02-27 11:34:02,495 INFO hook.py line 289 3679208] Test: [43/78] Loss 1.3479 +[2025-02-27 11:34:02,545 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.9077 +[2025-02-27 11:34:02,583 INFO hook.py line 289 3679208] Test: [45/78] Loss 1.2359 +[2025-02-27 11:34:02,632 INFO hook.py line 289 3679208] Test: [46/78] Loss 1.4856 +[2025-02-27 11:34:02,677 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1355 +[2025-02-27 11:34:02,713 INFO hook.py line 289 3679208] Test: [48/78] Loss 1.3888 +[2025-02-27 11:34:02,744 INFO hook.py line 289 3679208] Test: [49/78] Loss 2.3400 +[2025-02-27 11:34:02,773 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.3374 +[2025-02-27 11:34:02,800 INFO hook.py line 289 3679208] Test: [51/78] Loss 2.0450 +[2025-02-27 11:34:02,830 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.3855 +[2025-02-27 11:34:02,854 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.7878 +[2025-02-27 11:34:02,886 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0966 +[2025-02-27 11:34:02,920 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.2473 +[2025-02-27 11:34:02,957 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.7037 +[2025-02-27 11:34:02,987 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1666 +[2025-02-27 11:34:03,012 INFO hook.py line 289 3679208] Test: [58/78] Loss 1.5187 +[2025-02-27 11:34:03,048 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.1738 +[2025-02-27 11:34:03,078 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.3347 +[2025-02-27 11:34:03,102 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.6701 +[2025-02-27 11:34:03,133 INFO hook.py line 289 3679208] Test: [62/78] Loss 1.1702 +[2025-02-27 11:34:03,166 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.3626 +[2025-02-27 11:34:03,220 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7646 +[2025-02-27 11:34:03,246 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.6441 +[2025-02-27 11:34:03,284 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.2202 +[2025-02-27 11:34:03,320 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.3384 +[2025-02-27 11:34:03,351 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.3286 +[2025-02-27 11:34:03,379 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3882 +[2025-02-27 11:34:03,432 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.3851 +[2025-02-27 11:34:03,473 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.7571 +[2025-02-27 11:34:03,521 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.7258 +[2025-02-27 11:34:03,568 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.7927 +[2025-02-27 11:34:03,607 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9438 +[2025-02-27 11:34:03,653 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6184 +[2025-02-27 11:34:03,680 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.3012 +[2025-02-27 11:34:03,733 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5862 +[2025-02-27 11:34:03,760 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5802 +[2025-02-27 11:34:05,052 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:34:05,052 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:34:05,052 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] wall : 0.7422 0.9323 +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] floor : 0.9453 0.9833 +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] cabinet : 0.2647 0.7174 +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] bed : 0.3891 0.8091 +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] chair : 0.8442 0.9071 +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] sofa : 0.1149 0.1190 +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] table : 0.5206 0.7455 +[2025-02-27 11:34:05,052 INFO hook.py line 232 3679208] door : 0.4882 0.5764 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] window : 0.3260 0.3707 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] bookshelf : 0.0252 0.0257 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] picture : 0.0000 0.0000 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] counter : 0.0000 0.0000 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] desk : 0.0000 0.0000 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] curtain : 0.0000 0.0000 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] refridgerator : 0.0000 0.0000 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] shower curtain : 0.0000 0.0000 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] toilet : 0.7594 0.9202 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] sink : 0.0000 0.0000 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] bathtub : 0.7309 0.7406 +[2025-02-27 11:34:05,053 INFO hook.py line 232 3679208] otherfurniture : 0.3072 0.3864 +[2025-02-27 11:34:05,053 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:34:05,053 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.3229/0.4117/0.7670. +[2025-02-27 11:34:05,053 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:34:05,058 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.3229 +[2025-02-27 11:34:05,058 INFO misc.py line 164 3679208] Currently Best mIoU: 0.3229 +[2025-02-27 11:34:05,058 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:34:28,323 INFO hook.py line 109 3679208] Train: [2/100][50/300] Data 0.003 (0.006) Batch 0.293 (0.323) Remain 02:39:42 loss: 1.5841 Lr: 1.29439e-03 +[2025-02-27 11:34:44,005 INFO hook.py line 109 3679208] Train: [2/100][100/300] Data 0.009 (0.006) Batch 0.324 (0.318) Remain 02:37:03 loss: 1.1037 Lr: 1.49447e-03 +[2025-02-27 11:35:00,006 INFO hook.py line 109 3679208] Train: [2/100][150/300] Data 0.009 (0.006) Batch 0.247 (0.319) Remain 02:37:04 loss: 1.6223 Lr: 1.71435e-03 +[2025-02-27 11:35:15,885 INFO hook.py line 109 3679208] Train: [2/100][200/300] Data 0.005 (0.006) Batch 0.302 (0.319) Remain 02:36:38 loss: 1.4708 Lr: 1.95163e-03 +[2025-02-27 11:35:31,721 INFO hook.py line 109 3679208] Train: [2/100][250/300] Data 0.005 (0.006) Batch 0.283 (0.318) Remain 02:36:10 loss: 1.0783 Lr: 2.20371e-03 +[2025-02-27 11:35:43,349 INFO hook.py line 109 3679208] Train: [2/100][300/300] Data 0.001 (0.005) Batch 0.193 (0.304) Remain 02:28:51 loss: 1.3759 Lr: 2.46781e-03 +[2025-02-27 11:35:43,349 INFO misc.py line 135 3679208] Train result: loss: 1.3292 +[2025-02-27 11:35:43,423 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:35:57,661 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.4538 +[2025-02-27 11:35:58,400 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8939 +[2025-02-27 11:35:58,471 INFO hook.py line 289 3679208] Test: [3/78] Loss 1.2469 +[2025-02-27 11:35:58,515 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.7108 +[2025-02-27 11:35:58,558 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.9535 +[2025-02-27 11:35:58,623 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.9377 +[2025-02-27 11:35:58,680 INFO hook.py line 289 3679208] Test: [7/78] Loss 1.2174 +[2025-02-27 11:35:58,709 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.5941 +[2025-02-27 11:35:58,758 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.3618 +[2025-02-27 11:35:58,801 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.1793 +[2025-02-27 11:35:58,846 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7565 +[2025-02-27 11:35:58,881 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0865 +[2025-02-27 11:35:58,926 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.0076 +[2025-02-27 11:35:58,970 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1011 +[2025-02-27 11:35:59,014 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.3972 +[2025-02-27 11:35:59,071 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.4508 +[2025-02-27 11:35:59,113 INFO hook.py line 289 3679208] Test: [17/78] Loss 2.1273 +[2025-02-27 11:35:59,150 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.3244 +[2025-02-27 11:35:59,200 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.4510 +[2025-02-27 11:35:59,236 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0795 +[2025-02-27 11:35:59,280 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3884 +[2025-02-27 11:35:59,331 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.6985 +[2025-02-27 11:35:59,378 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0293 +[2025-02-27 11:35:59,426 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.1504 +[2025-02-27 11:35:59,465 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.6316 +[2025-02-27 11:35:59,515 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7039 +[2025-02-27 11:35:59,563 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5901 +[2025-02-27 11:35:59,616 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.7747 +[2025-02-27 11:35:59,659 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.4386 +[2025-02-27 11:35:59,710 INFO hook.py line 289 3679208] Test: [30/78] Loss 1.1845 +[2025-02-27 11:35:59,768 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5853 +[2025-02-27 11:35:59,812 INFO hook.py line 289 3679208] Test: [32/78] Loss 1.1244 +[2025-02-27 11:35:59,864 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4020 +[2025-02-27 11:35:59,904 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.3858 +[2025-02-27 11:35:59,939 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4287 +[2025-02-27 11:35:59,988 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.5210 +[2025-02-27 11:36:00,037 INFO hook.py line 289 3679208] Test: [37/78] Loss 1.2160 +[2025-02-27 11:36:00,076 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.9702 +[2025-02-27 11:36:00,141 INFO hook.py line 289 3679208] Test: [39/78] Loss 2.0053 +[2025-02-27 11:36:00,194 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4034 +[2025-02-27 11:36:00,241 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1214 +[2025-02-27 11:36:00,278 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.3413 +[2025-02-27 11:36:00,318 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.5894 +[2025-02-27 11:36:00,378 INFO hook.py line 289 3679208] Test: [44/78] Loss 1.4558 +[2025-02-27 11:36:00,428 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.8660 +[2025-02-27 11:36:00,477 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.8091 +[2025-02-27 11:36:00,513 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8704 +[2025-02-27 11:36:00,546 INFO hook.py line 289 3679208] Test: [48/78] Loss 1.0023 +[2025-02-27 11:36:00,585 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.5611 +[2025-02-27 11:36:00,623 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.4599 +[2025-02-27 11:36:00,651 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.6581 +[2025-02-27 11:36:00,685 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.5137 +[2025-02-27 11:36:00,718 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4276 +[2025-02-27 11:36:00,763 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.9242 +[2025-02-27 11:36:00,807 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.2014 +[2025-02-27 11:36:00,845 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.4035 +[2025-02-27 11:36:00,879 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.6782 +[2025-02-27 11:36:00,911 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.9620 +[2025-02-27 11:36:00,950 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.2745 +[2025-02-27 11:36:00,983 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.2288 +[2025-02-27 11:36:01,007 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9104 +[2025-02-27 11:36:01,040 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.9205 +[2025-02-27 11:36:01,076 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.6776 +[2025-02-27 11:36:01,132 INFO hook.py line 289 3679208] Test: [64/78] Loss 2.0150 +[2025-02-27 11:36:01,158 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.6832 +[2025-02-27 11:36:01,201 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.1500 +[2025-02-27 11:36:01,237 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.2767 +[2025-02-27 11:36:01,272 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.4977 +[2025-02-27 11:36:01,305 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4203 +[2025-02-27 11:36:01,358 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2596 +[2025-02-27 11:36:01,399 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.2938 +[2025-02-27 11:36:01,449 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.9778 +[2025-02-27 11:36:01,496 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.7220 +[2025-02-27 11:36:01,537 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.7088 +[2025-02-27 11:36:01,585 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7549 +[2025-02-27 11:36:01,612 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.3393 +[2025-02-27 11:36:01,668 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5302 +[2025-02-27 11:36:01,694 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5091 +[2025-02-27 11:36:03,229 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:36:03,229 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:36:03,229 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] wall : 0.7400 0.8687 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] floor : 0.9462 0.9701 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] cabinet : 0.3997 0.4686 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] bed : 0.6228 0.8038 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] chair : 0.7989 0.8543 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] sofa : 0.6938 0.8518 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] table : 0.5859 0.7004 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] door : 0.3862 0.4286 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] window : 0.4130 0.5668 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] bookshelf : 0.6562 0.7875 +[2025-02-27 11:36:03,229 INFO hook.py line 232 3679208] picture : 0.1462 0.5827 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] counter : 0.4711 0.6371 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] desk : 0.2918 0.3519 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] curtain : 0.3924 0.5148 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] refridgerator : 0.1362 0.1846 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] shower curtain : 0.4876 0.6069 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] toilet : 0.8308 0.9046 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] sink : 0.4487 0.4812 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] bathtub : 0.7439 0.7667 +[2025-02-27 11:36:03,230 INFO hook.py line 232 3679208] otherfurniture : 0.3041 0.6405 +[2025-02-27 11:36:03,230 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:36:03,230 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5248/0.6486/0.8050. +[2025-02-27 11:36:03,230 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:36:03,237 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.5248 +[2025-02-27 11:36:03,237 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5248 +[2025-02-27 11:36:03,237 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:36:30,033 INFO hook.py line 109 3679208] Train: [3/100][50/300] Data 0.003 (0.007) Batch 0.392 (0.374) Remain 03:02:53 loss: 1.3189 Lr: 2.74104e-03 +[2025-02-27 11:36:47,637 INFO hook.py line 109 3679208] Train: [3/100][100/300] Data 0.004 (0.006) Batch 0.359 (0.363) Remain 02:57:03 loss: 1.0912 Lr: 3.02040e-03 +[2025-02-27 11:37:05,865 INFO hook.py line 109 3679208] Train: [3/100][150/300] Data 0.004 (0.007) Batch 0.328 (0.363) Remain 02:57:04 loss: 1.1124 Lr: 3.30283e-03 +[2025-02-27 11:37:23,874 INFO hook.py line 109 3679208] Train: [3/100][200/300] Data 0.004 (0.007) Batch 0.397 (0.362) Remain 02:56:24 loss: 0.8419 Lr: 3.58523e-03 +[2025-02-27 11:37:42,188 INFO hook.py line 109 3679208] Train: [3/100][250/300] Data 0.005 (0.007) Batch 0.334 (0.363) Remain 02:56:28 loss: 1.0540 Lr: 3.86450e-03 +[2025-02-27 11:37:55,589 INFO hook.py line 109 3679208] Train: [3/100][300/300] Data 0.002 (0.006) Batch 0.205 (0.347) Remain 02:48:24 loss: 1.2893 Lr: 4.13757e-03 +[2025-02-27 11:37:55,590 INFO misc.py line 135 3679208] Train result: loss: 1.1869 +[2025-02-27 11:37:55,696 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:38:15,271 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.6458 +[2025-02-27 11:38:15,337 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8931 +[2025-02-27 11:38:15,384 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5844 +[2025-02-27 11:38:15,439 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5026 +[2025-02-27 11:38:15,484 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.6954 +[2025-02-27 11:38:16,653 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.9364 +[2025-02-27 11:38:16,709 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.9030 +[2025-02-27 11:38:16,745 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4920 +[2025-02-27 11:38:16,799 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.3057 +[2025-02-27 11:38:16,851 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.6963 +[2025-02-27 11:38:16,909 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7079 +[2025-02-27 11:38:16,953 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.2005 +[2025-02-27 11:38:17,014 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4985 +[2025-02-27 11:38:17,069 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0331 +[2025-02-27 11:38:17,113 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.7138 +[2025-02-27 11:38:17,171 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2331 +[2025-02-27 11:38:17,209 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.5214 +[2025-02-27 11:38:17,246 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.6627 +[2025-02-27 11:38:17,297 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.9412 +[2025-02-27 11:38:17,342 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0749 +[2025-02-27 11:38:17,384 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.4442 +[2025-02-27 11:38:17,427 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.6716 +[2025-02-27 11:38:17,463 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.4055 +[2025-02-27 11:38:17,513 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.2365 +[2025-02-27 11:38:17,562 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.2571 +[2025-02-27 11:38:17,618 INFO hook.py line 289 3679208] Test: [26/78] Loss 1.1938 +[2025-02-27 11:38:17,678 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5917 +[2025-02-27 11:38:17,720 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.9111 +[2025-02-27 11:38:17,759 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.5449 +[2025-02-27 11:38:17,812 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7084 +[2025-02-27 11:38:17,875 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5640 +[2025-02-27 11:38:17,921 INFO hook.py line 289 3679208] Test: [32/78] Loss 1.5232 +[2025-02-27 11:38:17,980 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.6985 +[2025-02-27 11:38:18,029 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.4599 +[2025-02-27 11:38:18,072 INFO hook.py line 289 3679208] Test: [35/78] Loss 1.1315 +[2025-02-27 11:38:18,117 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8119 +[2025-02-27 11:38:18,167 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7670 +[2025-02-27 11:38:18,216 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.5569 +[2025-02-27 11:38:18,274 INFO hook.py line 289 3679208] Test: [39/78] Loss 2.1008 +[2025-02-27 11:38:18,328 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7916 +[2025-02-27 11:38:18,375 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.6871 +[2025-02-27 11:38:18,417 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.5550 +[2025-02-27 11:38:18,473 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.7150 +[2025-02-27 11:38:18,539 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.9642 +[2025-02-27 11:38:18,575 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.9314 +[2025-02-27 11:38:18,623 INFO hook.py line 289 3679208] Test: [46/78] Loss 1.0332 +[2025-02-27 11:38:18,670 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4685 +[2025-02-27 11:38:18,702 INFO hook.py line 289 3679208] Test: [48/78] Loss 1.4101 +[2025-02-27 11:38:18,735 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.8674 +[2025-02-27 11:38:18,769 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1262 +[2025-02-27 11:38:18,805 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.6735 +[2025-02-27 11:38:18,837 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.3832 +[2025-02-27 11:38:18,863 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.8736 +[2025-02-27 11:38:18,899 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3628 +[2025-02-27 11:38:18,934 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1357 +[2025-02-27 11:38:18,978 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.9248 +[2025-02-27 11:38:19,011 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.0911 +[2025-02-27 11:38:19,037 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8426 +[2025-02-27 11:38:19,074 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.4390 +[2025-02-27 11:38:19,106 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1569 +[2025-02-27 11:38:19,132 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.5248 +[2025-02-27 11:38:19,167 INFO hook.py line 289 3679208] Test: [62/78] Loss 1.4338 +[2025-02-27 11:38:19,201 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.6616 +[2025-02-27 11:38:19,255 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7964 +[2025-02-27 11:38:19,285 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.6277 +[2025-02-27 11:38:19,324 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.8886 +[2025-02-27 11:38:19,361 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.0726 +[2025-02-27 11:38:19,394 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0442 +[2025-02-27 11:38:19,426 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3083 +[2025-02-27 11:38:19,480 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.3655 +[2025-02-27 11:38:19,521 INFO hook.py line 289 3679208] Test: [71/78] Loss 2.2463 +[2025-02-27 11:38:19,572 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.6656 +[2025-02-27 11:38:19,619 INFO hook.py line 289 3679208] Test: [73/78] Loss 1.2792 +[2025-02-27 11:38:19,660 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.6442 +[2025-02-27 11:38:19,711 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6428 +[2025-02-27 11:38:19,739 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.5585 +[2025-02-27 11:38:19,793 INFO hook.py line 289 3679208] Test: [77/78] Loss 1.4257 +[2025-02-27 11:38:19,819 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6077 +[2025-02-27 11:38:21,375 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:38:21,376 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:38:21,376 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:38:21,376 INFO hook.py line 232 3679208] wall : 0.6982 0.7846 +[2025-02-27 11:38:21,376 INFO hook.py line 232 3679208] floor : 0.9493 0.9731 +[2025-02-27 11:38:21,376 INFO hook.py line 232 3679208] cabinet : 0.3790 0.6005 +[2025-02-27 11:38:21,376 INFO hook.py line 232 3679208] bed : 0.6135 0.6329 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] chair : 0.8060 0.8996 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] sofa : 0.7003 0.7987 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] table : 0.5266 0.6722 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] door : 0.3384 0.7329 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] window : 0.3458 0.7616 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] bookshelf : 0.4228 0.4314 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] picture : 0.2220 0.3007 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] counter : 0.4939 0.6579 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] desk : 0.3002 0.6605 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] curtain : 0.4609 0.5073 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] refridgerator : 0.2013 0.4114 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] shower curtain : 0.3720 0.3968 +[2025-02-27 11:38:21,377 INFO hook.py line 232 3679208] toilet : 0.8038 0.9494 +[2025-02-27 11:38:21,378 INFO hook.py line 232 3679208] sink : 0.4480 0.4934 +[2025-02-27 11:38:21,378 INFO hook.py line 232 3679208] bathtub : 0.8166 0.8536 +[2025-02-27 11:38:21,378 INFO hook.py line 232 3679208] otherfurniture : 0.2556 0.2682 +[2025-02-27 11:38:21,378 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:38:21,378 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5077/0.6393/0.7807. +[2025-02-27 11:38:21,379 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:38:21,387 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5248 +[2025-02-27 11:38:21,387 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:38:47,127 INFO hook.py line 109 3679208] Train: [4/100][50/300] Data 0.015 (0.008) Batch 0.360 (0.376) Remain 03:02:04 loss: 1.7492 Lr: 4.40146e-03 +[2025-02-27 11:39:05,095 INFO hook.py line 109 3679208] Train: [4/100][100/300] Data 0.011 (0.007) Batch 0.337 (0.367) Remain 02:57:35 loss: 0.9086 Lr: 4.65327e-03 +[2025-02-27 11:39:23,488 INFO hook.py line 109 3679208] Train: [4/100][150/300] Data 0.003 (0.007) Batch 0.332 (0.368) Remain 02:57:20 loss: 1.1868 Lr: 4.89022e-03 +[2025-02-27 11:39:39,336 INFO hook.py line 109 3679208] Train: [4/100][200/300] Data 0.003 (0.006) Batch 0.269 (0.355) Remain 02:50:51 loss: 0.8826 Lr: 5.10973e-03 +[2025-02-27 11:39:55,255 INFO hook.py line 109 3679208] Train: [4/100][250/300] Data 0.003 (0.006) Batch 0.348 (0.347) Remain 02:47:01 loss: 1.2391 Lr: 5.30939e-03 +[2025-02-27 11:40:07,403 INFO hook.py line 109 3679208] Train: [4/100][300/300] Data 0.002 (0.006) Batch 0.205 (0.330) Remain 02:38:18 loss: 1.0929 Lr: 5.48700e-03 +[2025-02-27 11:40:07,404 INFO misc.py line 135 3679208] Train result: loss: 1.1815 +[2025-02-27 11:40:07,499 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:40:23,126 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.9553 +[2025-02-27 11:40:24,186 INFO hook.py line 289 3679208] Test: [2/78] Loss 1.5877 +[2025-02-27 11:40:24,220 INFO hook.py line 289 3679208] Test: [3/78] Loss 1.4790 +[2025-02-27 11:40:24,742 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.7080 +[2025-02-27 11:40:24,773 INFO hook.py line 289 3679208] Test: [5/78] Loss 1.4768 +[2025-02-27 11:40:24,826 INFO hook.py line 289 3679208] Test: [6/78] Loss 2.3334 +[2025-02-27 11:40:24,977 INFO hook.py line 289 3679208] Test: [7/78] Loss 1.6577 +[2025-02-27 11:40:25,009 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.7683 +[2025-02-27 11:40:25,048 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.9764 +[2025-02-27 11:40:25,082 INFO hook.py line 289 3679208] Test: [10/78] Loss 2.4885 +[2025-02-27 11:40:25,124 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7643 +[2025-02-27 11:40:25,156 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.5932 +[2025-02-27 11:40:25,200 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.5013 +[2025-02-27 11:40:25,236 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9740 +[2025-02-27 11:40:25,278 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.5301 +[2025-02-27 11:40:25,324 INFO hook.py line 289 3679208] Test: [16/78] Loss 3.5212 +[2025-02-27 11:40:25,360 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.8544 +[2025-02-27 11:40:25,389 INFO hook.py line 289 3679208] Test: [18/78] Loss 2.8923 +[2025-02-27 11:40:25,430 INFO hook.py line 289 3679208] Test: [19/78] Loss 2.4931 +[2025-02-27 11:40:25,460 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.7662 +[2025-02-27 11:40:25,493 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.6948 +[2025-02-27 11:40:25,532 INFO hook.py line 289 3679208] Test: [22/78] Loss 2.6596 +[2025-02-27 11:40:25,564 INFO hook.py line 289 3679208] Test: [23/78] Loss 2.5769 +[2025-02-27 11:40:25,604 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.4012 +[2025-02-27 11:40:25,641 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.8235 +[2025-02-27 11:40:25,680 INFO hook.py line 289 3679208] Test: [26/78] Loss 1.2665 +[2025-02-27 11:40:25,727 INFO hook.py line 289 3679208] Test: [27/78] Loss 2.2498 +[2025-02-27 11:40:25,757 INFO hook.py line 289 3679208] Test: [28/78] Loss 1.7172 +[2025-02-27 11:40:25,784 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.5702 +[2025-02-27 11:40:25,834 INFO hook.py line 289 3679208] Test: [30/78] Loss 1.5190 +[2025-02-27 11:40:25,886 INFO hook.py line 289 3679208] Test: [31/78] Loss 1.0035 +[2025-02-27 11:40:25,921 INFO hook.py line 289 3679208] Test: [32/78] Loss 1.6853 +[2025-02-27 11:40:25,969 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4721 +[2025-02-27 11:40:26,004 INFO hook.py line 289 3679208] Test: [34/78] Loss 2.0040 +[2025-02-27 11:40:26,037 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.9318 +[2025-02-27 11:40:26,074 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.2166 +[2025-02-27 11:40:26,111 INFO hook.py line 289 3679208] Test: [37/78] Loss 1.3015 +[2025-02-27 11:40:26,148 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.8425 +[2025-02-27 11:40:26,205 INFO hook.py line 289 3679208] Test: [39/78] Loss 3.4638 +[2025-02-27 11:40:26,248 INFO hook.py line 289 3679208] Test: [40/78] Loss 3.4771 +[2025-02-27 11:40:26,287 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.5370 +[2025-02-27 11:40:26,313 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.3946 +[2025-02-27 11:40:26,347 INFO hook.py line 289 3679208] Test: [43/78] Loss 1.2851 +[2025-02-27 11:40:26,399 INFO hook.py line 289 3679208] Test: [44/78] Loss 2.1789 +[2025-02-27 11:40:26,431 INFO hook.py line 289 3679208] Test: [45/78] Loss 1.3854 +[2025-02-27 11:40:26,478 INFO hook.py line 289 3679208] Test: [46/78] Loss 1.2440 +[2025-02-27 11:40:26,520 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.7544 +[2025-02-27 11:40:26,555 INFO hook.py line 289 3679208] Test: [48/78] Loss 1.2192 +[2025-02-27 11:40:26,584 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.6113 +[2025-02-27 11:40:26,611 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.6570 +[2025-02-27 11:40:26,636 INFO hook.py line 289 3679208] Test: [51/78] Loss 2.5851 +[2025-02-27 11:40:26,667 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.4797 +[2025-02-27 11:40:26,690 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.9265 +[2025-02-27 11:40:26,721 INFO hook.py line 289 3679208] Test: [54/78] Loss 3.5891 +[2025-02-27 11:40:26,754 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.4734 +[2025-02-27 11:40:26,791 INFO hook.py line 289 3679208] Test: [56/78] Loss 1.1650 +[2025-02-27 11:40:26,822 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.5988 +[2025-02-27 11:40:26,847 INFO hook.py line 289 3679208] Test: [58/78] Loss 2.0977 +[2025-02-27 11:40:26,884 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.2351 +[2025-02-27 11:40:26,916 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.5264 +[2025-02-27 11:40:26,939 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.9504 +[2025-02-27 11:40:26,971 INFO hook.py line 289 3679208] Test: [62/78] Loss 1.4907 +[2025-02-27 11:40:27,006 INFO hook.py line 289 3679208] Test: [63/78] Loss 2.4410 +[2025-02-27 11:40:27,060 INFO hook.py line 289 3679208] Test: [64/78] Loss 2.6017 +[2025-02-27 11:40:27,087 INFO hook.py line 289 3679208] Test: [65/78] Loss 2.8991 +[2025-02-27 11:40:27,126 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.9558 +[2025-02-27 11:40:27,163 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.6642 +[2025-02-27 11:40:27,195 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2684 +[2025-02-27 11:40:27,223 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3413 +[2025-02-27 11:40:27,277 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.3923 +[2025-02-27 11:40:27,318 INFO hook.py line 289 3679208] Test: [71/78] Loss 2.4321 +[2025-02-27 11:40:27,367 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.8748 +[2025-02-27 11:40:27,414 INFO hook.py line 289 3679208] Test: [73/78] Loss 1.1427 +[2025-02-27 11:40:27,453 INFO hook.py line 289 3679208] Test: [74/78] Loss 4.2054 +[2025-02-27 11:40:27,499 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.9163 +[2025-02-27 11:40:27,526 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9715 +[2025-02-27 11:40:27,579 INFO hook.py line 289 3679208] Test: [77/78] Loss 1.0108 +[2025-02-27 11:40:27,614 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.5015 +[2025-02-27 11:40:28,804 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:40:28,805 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:40:28,805 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:40:28,805 INFO hook.py line 232 3679208] wall : 0.5771 0.6278 +[2025-02-27 11:40:28,805 INFO hook.py line 232 3679208] floor : 0.9445 0.9688 +[2025-02-27 11:40:28,805 INFO hook.py line 232 3679208] cabinet : 0.3498 0.4954 +[2025-02-27 11:40:28,805 INFO hook.py line 232 3679208] bed : 0.4749 0.5016 +[2025-02-27 11:40:28,805 INFO hook.py line 232 3679208] chair : 0.7124 0.7548 +[2025-02-27 11:40:28,805 INFO hook.py line 232 3679208] sofa : 0.5922 0.7467 +[2025-02-27 11:40:28,805 INFO hook.py line 232 3679208] table : 0.4795 0.6060 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] door : 0.3882 0.4782 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] window : 0.1725 0.9068 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] bookshelf : 0.4705 0.7383 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] picture : 0.2030 0.2846 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] counter : 0.4758 0.6995 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] desk : 0.2925 0.6368 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] curtain : 0.2363 0.2470 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] refridgerator : 0.2479 0.3790 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] shower curtain : 0.3418 0.4222 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] toilet : 0.1754 0.9934 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] sink : 0.3377 0.7025 +[2025-02-27 11:40:28,806 INFO hook.py line 232 3679208] bathtub : 0.5446 0.5937 +[2025-02-27 11:40:28,807 INFO hook.py line 232 3679208] otherfurniture : 0.1277 0.1586 +[2025-02-27 11:40:28,807 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:40:28,807 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.4072/0.5971/0.7022. +[2025-02-27 11:40:28,808 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:40:28,816 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5248 +[2025-02-27 11:40:28,816 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:40:49,719 INFO hook.py line 109 3679208] Train: [5/100][50/300] Data 0.012 (0.006) Batch 0.435 (0.311) Remain 02:29:04 loss: 1.3159 Lr: 5.64062e-03 +[2025-02-27 11:41:07,833 INFO hook.py line 109 3679208] Train: [5/100][100/300] Data 0.008 (0.007) Batch 0.383 (0.337) Remain 02:41:25 loss: 1.1589 Lr: 5.76856e-03 +[2025-02-27 11:41:25,506 INFO hook.py line 109 3679208] Train: [5/100][150/300] Data 0.008 (0.007) Batch 0.321 (0.343) Remain 02:43:44 loss: 1.2218 Lr: 5.86942e-03 +[2025-02-27 11:41:43,382 INFO hook.py line 109 3679208] Train: [5/100][200/300] Data 0.005 (0.007) Batch 0.402 (0.347) Remain 02:45:13 loss: 1.2569 Lr: 5.94209e-03 +[2025-02-27 11:42:01,172 INFO hook.py line 109 3679208] Train: [5/100][250/300] Data 0.011 (0.007) Batch 0.319 (0.348) Remain 02:45:49 loss: 1.1044 Lr: 5.98578e-03 +[2025-02-27 11:42:14,847 INFO hook.py line 109 3679208] Train: [5/100][300/300] Data 0.002 (0.006) Batch 0.200 (0.336) Remain 02:39:32 loss: 1.3035 Lr: 6.00000e-03 +[2025-02-27 11:42:14,848 INFO misc.py line 135 3679208] Train result: loss: 1.1390 +[2025-02-27 11:42:14,933 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:42:34,153 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2983 +[2025-02-27 11:42:34,216 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6628 +[2025-02-27 11:42:34,556 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.7405 +[2025-02-27 11:42:34,608 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5799 +[2025-02-27 11:42:34,657 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5566 +[2025-02-27 11:42:34,732 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7360 +[2025-02-27 11:42:34,789 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7385 +[2025-02-27 11:42:35,493 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4268 +[2025-02-27 11:42:35,534 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0069 +[2025-02-27 11:42:35,575 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9927 +[2025-02-27 11:42:35,627 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6052 +[2025-02-27 11:42:35,664 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9286 +[2025-02-27 11:42:35,710 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4159 +[2025-02-27 11:42:35,762 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8651 +[2025-02-27 11:42:35,813 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4879 +[2025-02-27 11:42:35,869 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.5807 +[2025-02-27 11:42:35,918 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.2000 +[2025-02-27 11:42:35,964 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7998 +[2025-02-27 11:42:36,018 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3776 +[2025-02-27 11:42:36,065 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2216 +[2025-02-27 11:42:36,110 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3631 +[2025-02-27 11:42:36,156 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3576 +[2025-02-27 11:42:36,199 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.1528 +[2025-02-27 11:42:36,253 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9447 +[2025-02-27 11:42:36,309 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9042 +[2025-02-27 11:42:36,364 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7575 +[2025-02-27 11:42:36,420 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2543 +[2025-02-27 11:42:36,478 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6462 +[2025-02-27 11:42:36,523 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.4270 +[2025-02-27 11:42:36,576 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5447 +[2025-02-27 11:42:36,632 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.8207 +[2025-02-27 11:42:36,676 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7706 +[2025-02-27 11:42:36,758 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4972 +[2025-02-27 11:42:36,799 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8759 +[2025-02-27 11:42:36,837 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.6594 +[2025-02-27 11:42:36,882 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.7528 +[2025-02-27 11:42:36,926 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6035 +[2025-02-27 11:42:36,968 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.7080 +[2025-02-27 11:42:37,039 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6224 +[2025-02-27 11:42:37,092 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7898 +[2025-02-27 11:42:37,148 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0778 +[2025-02-27 11:42:37,191 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1952 +[2025-02-27 11:42:37,234 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2977 +[2025-02-27 11:42:37,293 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6190 +[2025-02-27 11:42:37,333 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6670 +[2025-02-27 11:42:37,388 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.8150 +[2025-02-27 11:42:37,431 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7871 +[2025-02-27 11:42:37,469 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7024 +[2025-02-27 11:42:37,506 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0604 +[2025-02-27 11:42:37,535 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.6020 +[2025-02-27 11:42:37,562 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.3759 +[2025-02-27 11:42:37,591 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.3747 +[2025-02-27 11:42:37,615 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.6302 +[2025-02-27 11:42:37,647 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4915 +[2025-02-27 11:42:37,680 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.3064 +[2025-02-27 11:42:37,717 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.6867 +[2025-02-27 11:42:37,747 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.0241 +[2025-02-27 11:42:37,771 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8828 +[2025-02-27 11:42:37,810 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.1571 +[2025-02-27 11:42:37,841 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9960 +[2025-02-27 11:42:37,867 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9877 +[2025-02-27 11:42:37,898 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6976 +[2025-02-27 11:42:37,931 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.6322 +[2025-02-27 11:42:37,984 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3751 +[2025-02-27 11:42:38,010 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.4746 +[2025-02-27 11:42:38,049 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.8311 +[2025-02-27 11:42:38,085 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.8846 +[2025-02-27 11:42:38,117 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.5151 +[2025-02-27 11:42:38,145 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2851 +[2025-02-27 11:42:38,198 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8627 +[2025-02-27 11:42:38,241 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.2197 +[2025-02-27 11:42:38,292 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4089 +[2025-02-27 11:42:38,339 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.8045 +[2025-02-27 11:42:38,380 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2375 +[2025-02-27 11:42:38,429 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6531 +[2025-02-27 11:42:38,457 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9185 +[2025-02-27 11:42:38,511 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.7280 +[2025-02-27 11:42:38,537 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.3925 +[2025-02-27 11:42:39,992 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:42:39,993 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:42:39,993 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] wall : 0.7646 0.8818 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] floor : 0.9523 0.9844 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] cabinet : 0.4514 0.6596 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] bed : 0.6682 0.6963 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] chair : 0.7866 0.8150 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] sofa : 0.6601 0.9247 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] table : 0.6170 0.7767 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] door : 0.4764 0.6692 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] window : 0.4267 0.5722 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] bookshelf : 0.6752 0.8513 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] picture : 0.2370 0.3544 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] counter : 0.5151 0.7972 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] desk : 0.4694 0.5391 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] curtain : 0.4704 0.5356 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] refridgerator : 0.2025 0.6940 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] shower curtain : 0.5425 0.7313 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] toilet : 0.8647 0.9235 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] sink : 0.5726 0.6754 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] bathtub : 0.8399 0.8985 +[2025-02-27 11:42:39,993 INFO hook.py line 232 3679208] otherfurniture : 0.3483 0.4186 +[2025-02-27 11:42:39,993 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:42:39,993 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5770/0.7199/0.8299. +[2025-02-27 11:42:39,994 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:42:40,002 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.5770 +[2025-02-27 11:42:40,002 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5770 +[2025-02-27 11:42:40,003 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:43:05,854 INFO hook.py line 109 3679208] Train: [6/100][50/300] Data 0.010 (0.006) Batch 0.380 (0.359) Remain 02:50:03 loss: 1.4824 Lr: 5.99995e-03 +[2025-02-27 11:43:23,601 INFO hook.py line 109 3679208] Train: [6/100][100/300] Data 0.012 (0.006) Batch 0.404 (0.357) Remain 02:48:51 loss: 0.9882 Lr: 5.99981e-03 +[2025-02-27 11:43:42,213 INFO hook.py line 109 3679208] Train: [6/100][150/300] Data 0.003 (0.006) Batch 0.339 (0.362) Remain 02:51:03 loss: 0.5801 Lr: 5.99958e-03 +[2025-02-27 11:44:00,321 INFO hook.py line 109 3679208] Train: [6/100][200/300] Data 0.004 (0.006) Batch 0.362 (0.362) Remain 02:50:45 loss: 0.9422 Lr: 5.99926e-03 +[2025-02-27 11:44:18,088 INFO hook.py line 109 3679208] Train: [6/100][250/300] Data 0.005 (0.006) Batch 0.376 (0.361) Remain 02:49:49 loss: 1.2719 Lr: 5.99885e-03 +[2025-02-27 11:44:30,455 INFO hook.py line 109 3679208] Train: [6/100][300/300] Data 0.001 (0.006) Batch 0.187 (0.342) Remain 02:40:33 loss: 1.1282 Lr: 5.99835e-03 +[2025-02-27 11:44:30,455 INFO misc.py line 135 3679208] Train result: loss: 1.0548 +[2025-02-27 11:44:30,552 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:44:48,581 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.6587 +[2025-02-27 11:44:48,979 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7367 +[2025-02-27 11:44:49,199 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.7587 +[2025-02-27 11:44:49,247 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6437 +[2025-02-27 11:44:49,424 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.6456 +[2025-02-27 11:44:49,479 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8477 +[2025-02-27 11:44:49,530 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7257 +[2025-02-27 11:44:49,564 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3634 +[2025-02-27 11:44:49,968 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1971 +[2025-02-27 11:44:50,009 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.2015 +[2025-02-27 11:44:50,051 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5283 +[2025-02-27 11:44:50,095 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.7345 +[2025-02-27 11:44:50,140 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.0153 +[2025-02-27 11:44:50,178 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.3557 +[2025-02-27 11:44:50,213 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.6965 +[2025-02-27 11:44:50,255 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1437 +[2025-02-27 11:44:50,293 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.3535 +[2025-02-27 11:44:50,326 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.2416 +[2025-02-27 11:44:50,370 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9644 +[2025-02-27 11:44:50,402 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9210 +[2025-02-27 11:44:50,436 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3918 +[2025-02-27 11:44:50,476 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1997 +[2025-02-27 11:44:50,506 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.1370 +[2025-02-27 11:44:50,557 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0533 +[2025-02-27 11:44:50,601 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.2709 +[2025-02-27 11:44:50,639 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.8671 +[2025-02-27 11:44:50,686 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3221 +[2025-02-27 11:44:50,722 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6262 +[2025-02-27 11:44:50,751 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.4005 +[2025-02-27 11:44:50,808 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7504 +[2025-02-27 11:44:50,862 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5700 +[2025-02-27 11:44:50,904 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5842 +[2025-02-27 11:44:50,955 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.6397 +[2025-02-27 11:44:50,991 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.2488 +[2025-02-27 11:44:51,029 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.6825 +[2025-02-27 11:44:51,066 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0462 +[2025-02-27 11:44:51,100 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6560 +[2025-02-27 11:44:51,142 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4394 +[2025-02-27 11:44:51,199 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6306 +[2025-02-27 11:44:51,243 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.3684 +[2025-02-27 11:44:51,284 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1849 +[2025-02-27 11:44:51,312 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.4402 +[2025-02-27 11:44:51,347 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.6351 +[2025-02-27 11:44:51,407 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7679 +[2025-02-27 11:44:51,436 INFO hook.py line 289 3679208] Test: [45/78] Loss 1.1354 +[2025-02-27 11:44:51,483 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6942 +[2025-02-27 11:44:51,518 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.9438 +[2025-02-27 11:44:51,548 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.8677 +[2025-02-27 11:44:51,578 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8088 +[2025-02-27 11:44:51,608 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.6647 +[2025-02-27 11:44:51,636 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9636 +[2025-02-27 11:44:51,670 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1876 +[2025-02-27 11:44:51,696 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.7055 +[2025-02-27 11:44:51,728 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.9469 +[2025-02-27 11:44:51,762 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1777 +[2025-02-27 11:44:51,805 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.6402 +[2025-02-27 11:44:51,836 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1746 +[2025-02-27 11:44:51,864 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8927 +[2025-02-27 11:44:51,899 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.0013 +[2025-02-27 11:44:51,931 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.2269 +[2025-02-27 11:44:51,954 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7547 +[2025-02-27 11:44:51,985 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.9964 +[2025-02-27 11:44:52,019 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0210 +[2025-02-27 11:44:52,073 INFO hook.py line 289 3679208] Test: [64/78] Loss 2.1791 +[2025-02-27 11:44:52,100 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.8859 +[2025-02-27 11:44:52,140 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.0814 +[2025-02-27 11:44:52,178 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.5310 +[2025-02-27 11:44:52,211 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1845 +[2025-02-27 11:44:52,239 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4244 +[2025-02-27 11:44:52,293 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0710 +[2025-02-27 11:44:52,333 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9464 +[2025-02-27 11:44:52,381 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5529 +[2025-02-27 11:44:52,426 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.8213 +[2025-02-27 11:44:52,469 INFO hook.py line 289 3679208] Test: [74/78] Loss 3.1475 +[2025-02-27 11:44:52,519 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4098 +[2025-02-27 11:44:52,547 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9812 +[2025-02-27 11:44:52,600 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.8211 +[2025-02-27 11:44:52,630 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.8473 +[2025-02-27 11:44:53,973 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:44:53,973 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:44:53,973 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] wall : 0.7336 0.8221 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] floor : 0.9563 0.9816 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] cabinet : 0.4535 0.6579 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] bed : 0.6168 0.7927 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] chair : 0.8210 0.9276 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] sofa : 0.6679 0.7278 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] table : 0.6109 0.6997 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] door : 0.4413 0.6256 +[2025-02-27 11:44:53,973 INFO hook.py line 232 3679208] window : 0.4097 0.5794 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] bookshelf : 0.5743 0.9061 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] picture : 0.1547 0.5598 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] counter : 0.4756 0.7117 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] desk : 0.3873 0.8053 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] curtain : 0.4601 0.4867 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] refridgerator : 0.3445 0.5671 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] shower curtain : 0.5001 0.5454 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] toilet : 0.8392 0.8689 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] sink : 0.5052 0.7069 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] bathtub : 0.8423 0.8990 +[2025-02-27 11:44:53,974 INFO hook.py line 232 3679208] otherfurniture : 0.2947 0.3302 +[2025-02-27 11:44:53,974 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:44:53,974 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5545/0.7101/0.8145. +[2025-02-27 11:44:53,974 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:44:53,981 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5770 +[2025-02-27 11:44:53,981 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:45:17,642 INFO hook.py line 109 3679208] Train: [7/100][50/300] Data 0.007 (0.006) Batch 0.309 (0.324) Remain 02:32:04 loss: 1.1635 Lr: 5.99775e-03 +[2025-02-27 11:45:31,582 INFO hook.py line 109 3679208] Train: [7/100][100/300] Data 0.004 (0.005) Batch 0.269 (0.301) Remain 02:20:52 loss: 1.1004 Lr: 5.99707e-03 +[2025-02-27 11:45:45,115 INFO hook.py line 109 3679208] Train: [7/100][150/300] Data 0.003 (0.005) Batch 0.273 (0.291) Remain 02:15:50 loss: 0.7717 Lr: 5.99629e-03 +[2025-02-27 11:45:58,644 INFO hook.py line 109 3679208] Train: [7/100][200/300] Data 0.005 (0.005) Batch 0.267 (0.285) Remain 02:13:13 loss: 0.9181 Lr: 5.99543e-03 +[2025-02-27 11:46:16,500 INFO hook.py line 109 3679208] Train: [7/100][250/300] Data 0.018 (0.005) Batch 0.375 (0.300) Remain 02:19:44 loss: 1.0913 Lr: 5.99447e-03 +[2025-02-27 11:46:29,689 INFO hook.py line 109 3679208] Train: [7/100][300/300] Data 0.003 (0.005) Batch 0.206 (0.294) Remain 02:16:39 loss: 1.0507 Lr: 5.99342e-03 +[2025-02-27 11:46:29,690 INFO misc.py line 135 3679208] Train result: loss: 1.0261 +[2025-02-27 11:46:29,765 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:46:49,826 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2800 +[2025-02-27 11:46:49,920 INFO hook.py line 289 3679208] Test: [2/78] Loss 1.0837 +[2025-02-27 11:46:50,097 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5216 +[2025-02-27 11:46:50,154 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5303 +[2025-02-27 11:46:50,211 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5340 +[2025-02-27 11:46:50,262 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6951 +[2025-02-27 11:46:50,318 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.9627 +[2025-02-27 11:46:50,404 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4326 +[2025-02-27 11:46:50,468 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2247 +[2025-02-27 11:46:50,521 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.2940 +[2025-02-27 11:46:50,577 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7071 +[2025-02-27 11:46:50,621 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9070 +[2025-02-27 11:46:50,668 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.8393 +[2025-02-27 11:46:50,705 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7295 +[2025-02-27 11:46:50,746 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.2344 +[2025-02-27 11:46:50,790 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2809 +[2025-02-27 11:46:50,838 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.9805 +[2025-02-27 11:46:50,887 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.2829 +[2025-02-27 11:46:50,938 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8938 +[2025-02-27 11:46:50,978 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9674 +[2025-02-27 11:46:51,031 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2980 +[2025-02-27 11:46:51,085 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.5403 +[2025-02-27 11:46:51,125 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0608 +[2025-02-27 11:46:51,170 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9636 +[2025-02-27 11:46:51,220 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8509 +[2025-02-27 11:46:51,275 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.8125 +[2025-02-27 11:46:51,323 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3722 +[2025-02-27 11:46:51,359 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6619 +[2025-02-27 11:46:51,403 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3660 +[2025-02-27 11:46:51,467 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.8020 +[2025-02-27 11:46:51,521 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.7849 +[2025-02-27 11:46:51,554 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6964 +[2025-02-27 11:46:51,613 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1958 +[2025-02-27 11:46:51,665 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.2500 +[2025-02-27 11:46:51,710 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3502 +[2025-02-27 11:46:51,758 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9269 +[2025-02-27 11:46:51,805 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6874 +[2025-02-27 11:46:51,842 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.5438 +[2025-02-27 11:46:51,910 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7082 +[2025-02-27 11:46:51,969 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7070 +[2025-02-27 11:46:52,019 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.3640 +[2025-02-27 11:46:52,045 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2160 +[2025-02-27 11:46:52,095 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3107 +[2025-02-27 11:46:52,152 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6254 +[2025-02-27 11:46:52,189 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.8409 +[2025-02-27 11:46:52,240 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.8266 +[2025-02-27 11:46:52,278 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2688 +[2025-02-27 11:46:52,310 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7985 +[2025-02-27 11:46:52,342 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.4345 +[2025-02-27 11:46:52,373 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.5023 +[2025-02-27 11:46:52,403 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0019 +[2025-02-27 11:46:52,436 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9996 +[2025-02-27 11:46:52,462 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3865 +[2025-02-27 11:46:52,496 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3755 +[2025-02-27 11:46:52,533 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1619 +[2025-02-27 11:46:52,574 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.3096 +[2025-02-27 11:46:52,606 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.9095 +[2025-02-27 11:46:52,633 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8990 +[2025-02-27 11:46:52,674 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.0922 +[2025-02-27 11:46:52,711 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9675 +[2025-02-27 11:46:52,747 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8974 +[2025-02-27 11:46:52,780 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7544 +[2025-02-27 11:46:52,816 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1789 +[2025-02-27 11:46:52,870 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5209 +[2025-02-27 11:46:52,896 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3022 +[2025-02-27 11:46:52,937 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.0287 +[2025-02-27 11:46:52,977 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.7872 +[2025-02-27 11:46:53,015 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.5430 +[2025-02-27 11:46:53,045 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3400 +[2025-02-27 11:46:53,099 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1026 +[2025-02-27 11:46:53,140 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.3572 +[2025-02-27 11:46:53,190 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.7032 +[2025-02-27 11:46:53,239 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5996 +[2025-02-27 11:46:53,281 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2188 +[2025-02-27 11:46:53,330 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4890 +[2025-02-27 11:46:53,372 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.1966 +[2025-02-27 11:46:53,430 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.7628 +[2025-02-27 11:46:53,471 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.3582 +[2025-02-27 11:46:54,982 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:46:54,983 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:46:54,983 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:46:54,983 INFO hook.py line 232 3679208] wall : 0.7697 0.9182 +[2025-02-27 11:46:54,983 INFO hook.py line 232 3679208] floor : 0.9517 0.9786 +[2025-02-27 11:46:54,983 INFO hook.py line 232 3679208] cabinet : 0.4160 0.4550 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] bed : 0.6283 0.6857 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] chair : 0.8285 0.8848 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] sofa : 0.7107 0.8776 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] table : 0.5664 0.7651 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] door : 0.4911 0.6121 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] window : 0.3444 0.3803 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] bookshelf : 0.6223 0.8909 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] picture : 0.1968 0.2406 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] counter : 0.5297 0.8367 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] desk : 0.4506 0.7364 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] curtain : 0.5401 0.7324 +[2025-02-27 11:46:54,984 INFO hook.py line 232 3679208] refridgerator : 0.3916 0.4250 +[2025-02-27 11:46:54,985 INFO hook.py line 232 3679208] shower curtain : 0.3996 0.5163 +[2025-02-27 11:46:54,985 INFO hook.py line 232 3679208] toilet : 0.5108 0.9757 +[2025-02-27 11:46:54,985 INFO hook.py line 232 3679208] sink : 0.4835 0.7266 +[2025-02-27 11:46:54,985 INFO hook.py line 232 3679208] bathtub : 0.5700 0.9072 +[2025-02-27 11:46:54,985 INFO hook.py line 232 3679208] otherfurniture : 0.3515 0.4565 +[2025-02-27 11:46:54,985 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:46:54,985 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5377/0.7001/0.8335. +[2025-02-27 11:46:54,986 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:46:54,999 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5770 +[2025-02-27 11:46:54,999 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:47:20,467 INFO hook.py line 109 3679208] Train: [8/100][50/300] Data 0.010 (0.007) Batch 0.387 (0.366) Remain 02:49:52 loss: 0.7536 Lr: 5.99228e-03 +[2025-02-27 11:47:38,909 INFO hook.py line 109 3679208] Train: [8/100][100/300] Data 0.004 (0.006) Batch 0.331 (0.367) Remain 02:50:15 loss: 1.1994 Lr: 5.99105e-03 +[2025-02-27 11:47:56,833 INFO hook.py line 109 3679208] Train: [8/100][150/300] Data 0.003 (0.006) Batch 0.314 (0.364) Remain 02:48:31 loss: 0.8141 Lr: 5.98973e-03 +[2025-02-27 11:48:14,698 INFO hook.py line 109 3679208] Train: [8/100][200/300] Data 0.004 (0.007) Batch 0.286 (0.363) Remain 02:47:24 loss: 1.1134 Lr: 5.98831e-03 +[2025-02-27 11:48:32,650 INFO hook.py line 109 3679208] Train: [8/100][250/300] Data 0.003 (0.007) Batch 0.379 (0.362) Remain 02:46:45 loss: 1.1852 Lr: 5.98681e-03 +[2025-02-27 11:48:46,128 INFO hook.py line 109 3679208] Train: [8/100][300/300] Data 0.002 (0.006) Batch 0.207 (0.346) Remain 02:39:19 loss: 0.9206 Lr: 5.98522e-03 +[2025-02-27 11:48:46,129 INFO misc.py line 135 3679208] Train result: loss: 0.9826 +[2025-02-27 11:48:46,221 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:49:06,723 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2918 +[2025-02-27 11:49:06,790 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8720 +[2025-02-27 11:49:06,839 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4245 +[2025-02-27 11:49:06,898 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.7123 +[2025-02-27 11:49:06,951 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4749 +[2025-02-27 11:49:07,014 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6969 +[2025-02-27 11:49:07,073 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7743 +[2025-02-27 11:49:07,117 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2999 +[2025-02-27 11:49:07,167 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1536 +[2025-02-27 11:49:07,213 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.2090 +[2025-02-27 11:49:07,269 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6225 +[2025-02-27 11:49:07,605 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9340 +[2025-02-27 11:49:07,660 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.0202 +[2025-02-27 11:49:07,716 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7847 +[2025-02-27 11:49:07,761 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.6276 +[2025-02-27 11:49:07,806 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3922 +[2025-02-27 11:49:07,855 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.1037 +[2025-02-27 11:49:07,893 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.1007 +[2025-02-27 11:49:07,939 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0449 +[2025-02-27 11:49:07,986 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1332 +[2025-02-27 11:49:08,035 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3245 +[2025-02-27 11:49:08,084 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.7171 +[2025-02-27 11:49:08,141 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.3873 +[2025-02-27 11:49:08,191 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9031 +[2025-02-27 11:49:08,231 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.1294 +[2025-02-27 11:49:08,279 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6526 +[2025-02-27 11:49:08,332 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.9450 +[2025-02-27 11:49:08,371 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.7184 +[2025-02-27 11:49:08,411 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.4346 +[2025-02-27 11:49:08,467 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6830 +[2025-02-27 11:49:08,532 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5221 +[2025-02-27 11:49:08,580 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6207 +[2025-02-27 11:49:08,633 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4476 +[2025-02-27 11:49:08,678 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.2809 +[2025-02-27 11:49:08,720 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5970 +[2025-02-27 11:49:08,770 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8990 +[2025-02-27 11:49:08,807 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6263 +[2025-02-27 11:49:08,843 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4542 +[2025-02-27 11:49:08,907 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7469 +[2025-02-27 11:49:08,962 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7632 +[2025-02-27 11:49:09,004 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1362 +[2025-02-27 11:49:09,063 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1696 +[2025-02-27 11:49:09,114 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3373 +[2025-02-27 11:49:09,180 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5965 +[2025-02-27 11:49:09,220 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7182 +[2025-02-27 11:49:09,269 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5533 +[2025-02-27 11:49:09,315 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6635 +[2025-02-27 11:49:09,353 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6986 +[2025-02-27 11:49:09,391 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2656 +[2025-02-27 11:49:09,426 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1878 +[2025-02-27 11:49:09,461 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6127 +[2025-02-27 11:49:09,502 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9862 +[2025-02-27 11:49:09,534 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.6077 +[2025-02-27 11:49:09,571 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.2288 +[2025-02-27 11:49:09,611 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1375 +[2025-02-27 11:49:09,650 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.7314 +[2025-02-27 11:49:09,694 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6922 +[2025-02-27 11:49:09,724 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8480 +[2025-02-27 11:49:09,764 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9494 +[2025-02-27 11:49:09,797 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9932 +[2025-02-27 11:49:09,822 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.0672 +[2025-02-27 11:49:09,856 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.8588 +[2025-02-27 11:49:09,894 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1669 +[2025-02-27 11:49:09,953 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5247 +[2025-02-27 11:49:09,993 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.2879 +[2025-02-27 11:49:10,046 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.8196 +[2025-02-27 11:49:10,084 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.9208 +[2025-02-27 11:49:10,117 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1134 +[2025-02-27 11:49:10,147 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2892 +[2025-02-27 11:49:10,201 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9494 +[2025-02-27 11:49:10,242 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1654 +[2025-02-27 11:49:10,291 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3245 +[2025-02-27 11:49:10,341 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5113 +[2025-02-27 11:49:10,383 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2649 +[2025-02-27 11:49:10,430 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6254 +[2025-02-27 11:49:10,459 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8536 +[2025-02-27 11:49:10,517 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5981 +[2025-02-27 11:49:10,543 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6422 +[2025-02-27 11:49:12,207 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:49:12,208 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:49:12,208 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:49:12,208 INFO hook.py line 232 3679208] wall : 0.7749 0.9173 +[2025-02-27 11:49:12,208 INFO hook.py line 232 3679208] floor : 0.9557 0.9800 +[2025-02-27 11:49:12,208 INFO hook.py line 232 3679208] cabinet : 0.4173 0.4760 +[2025-02-27 11:49:12,208 INFO hook.py line 232 3679208] bed : 0.6086 0.8448 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] chair : 0.8051 0.8277 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] sofa : 0.6449 0.9371 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] table : 0.6188 0.8158 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] door : 0.5228 0.6690 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] window : 0.4490 0.5465 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] bookshelf : 0.5698 0.9002 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] picture : 0.2744 0.4151 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] counter : 0.4847 0.5948 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] desk : 0.4277 0.5654 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] curtain : 0.5868 0.7448 +[2025-02-27 11:49:12,209 INFO hook.py line 232 3679208] refridgerator : 0.3953 0.4767 +[2025-02-27 11:49:12,210 INFO hook.py line 232 3679208] shower curtain : 0.5628 0.6158 +[2025-02-27 11:49:12,210 INFO hook.py line 232 3679208] toilet : 0.8631 0.9264 +[2025-02-27 11:49:12,210 INFO hook.py line 232 3679208] sink : 0.5827 0.7014 +[2025-02-27 11:49:12,210 INFO hook.py line 232 3679208] bathtub : 0.8112 0.9428 +[2025-02-27 11:49:12,210 INFO hook.py line 232 3679208] otherfurniture : 0.3128 0.3483 +[2025-02-27 11:49:12,210 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:49:12,210 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5834/0.7123/0.8380. +[2025-02-27 11:49:12,211 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:49:12,222 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.5834 +[2025-02-27 11:49:12,222 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5834 +[2025-02-27 11:49:12,223 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:49:36,328 INFO hook.py line 109 3679208] Train: [9/100][50/300] Data 0.004 (0.012) Batch 0.292 (0.316) Remain 02:25:04 loss: 1.2246 Lr: 5.98353e-03 +[2025-02-27 11:49:51,966 INFO hook.py line 109 3679208] Train: [9/100][100/300] Data 0.009 (0.009) Batch 0.329 (0.314) Remain 02:24:03 loss: 1.0818 Lr: 5.98176e-03 +[2025-02-27 11:50:08,030 INFO hook.py line 109 3679208] Train: [9/100][150/300] Data 0.003 (0.007) Batch 0.291 (0.317) Remain 02:24:53 loss: 0.8507 Lr: 5.97989e-03 +[2025-02-27 11:50:23,695 INFO hook.py line 109 3679208] Train: [9/100][200/300] Data 0.003 (0.007) Batch 0.291 (0.316) Remain 02:24:13 loss: 0.9469 Lr: 5.97794e-03 +[2025-02-27 11:50:39,707 INFO hook.py line 109 3679208] Train: [9/100][250/300] Data 0.006 (0.006) Batch 0.304 (0.317) Remain 02:24:21 loss: 1.0066 Lr: 5.97589e-03 +[2025-02-27 11:50:51,611 INFO hook.py line 109 3679208] Train: [9/100][300/300] Data 0.001 (0.006) Batch 0.187 (0.303) Remain 02:18:05 loss: 1.0276 Lr: 5.97375e-03 +[2025-02-27 11:50:51,611 INFO misc.py line 135 3679208] Train result: loss: 0.9343 +[2025-02-27 11:50:51,688 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:51:05,885 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2325 +[2025-02-27 11:51:05,927 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8104 +[2025-02-27 11:51:06,105 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5877 +[2025-02-27 11:51:06,151 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6878 +[2025-02-27 11:51:06,444 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.7364 +[2025-02-27 11:51:06,497 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5894 +[2025-02-27 11:51:06,543 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8165 +[2025-02-27 11:51:06,581 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4208 +[2025-02-27 11:51:06,634 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9101 +[2025-02-27 11:51:06,669 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8411 +[2025-02-27 11:51:06,711 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7125 +[2025-02-27 11:51:06,740 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8350 +[2025-02-27 11:51:06,783 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.6980 +[2025-02-27 11:51:06,819 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8856 +[2025-02-27 11:51:06,853 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.0417 +[2025-02-27 11:51:06,894 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.5050 +[2025-02-27 11:51:06,933 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.1526 +[2025-02-27 11:51:06,961 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.0044 +[2025-02-27 11:51:06,999 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.6715 +[2025-02-27 11:51:07,032 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0511 +[2025-02-27 11:51:07,066 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3567 +[2025-02-27 11:51:07,104 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.8904 +[2025-02-27 11:51:07,131 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8685 +[2025-02-27 11:51:07,171 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8586 +[2025-02-27 11:51:07,208 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9885 +[2025-02-27 11:51:07,247 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7954 +[2025-02-27 11:51:07,294 INFO hook.py line 289 3679208] Test: [27/78] Loss 2.0780 +[2025-02-27 11:51:07,326 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6220 +[2025-02-27 11:51:07,353 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3125 +[2025-02-27 11:51:07,402 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5758 +[2025-02-27 11:51:07,455 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5729 +[2025-02-27 11:51:07,499 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.9120 +[2025-02-27 11:51:07,547 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3266 +[2025-02-27 11:51:07,583 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1847 +[2025-02-27 11:51:07,619 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5592 +[2025-02-27 11:51:07,653 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9743 +[2025-02-27 11:51:07,687 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5364 +[2025-02-27 11:51:07,715 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.5392 +[2025-02-27 11:51:07,773 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6039 +[2025-02-27 11:51:07,819 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.1035 +[2025-02-27 11:51:07,859 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8970 +[2025-02-27 11:51:07,897 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1611 +[2025-02-27 11:51:07,931 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3529 +[2025-02-27 11:51:07,982 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7027 +[2025-02-27 11:51:08,014 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5199 +[2025-02-27 11:51:08,057 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7214 +[2025-02-27 11:51:08,092 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6446 +[2025-02-27 11:51:08,122 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.8462 +[2025-02-27 11:51:08,151 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.4437 +[2025-02-27 11:51:08,182 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0685 +[2025-02-27 11:51:08,209 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9703 +[2025-02-27 11:51:08,239 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0398 +[2025-02-27 11:51:08,264 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.6697 +[2025-02-27 11:51:08,297 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.5276 +[2025-02-27 11:51:08,332 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1848 +[2025-02-27 11:51:08,369 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.5361 +[2025-02-27 11:51:08,401 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.0376 +[2025-02-27 11:51:08,427 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8009 +[2025-02-27 11:51:08,462 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.0230 +[2025-02-27 11:51:08,493 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1791 +[2025-02-27 11:51:08,517 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8714 +[2025-02-27 11:51:08,548 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.9628 +[2025-02-27 11:51:08,580 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.6397 +[2025-02-27 11:51:08,634 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6616 +[2025-02-27 11:51:08,660 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8811 +[2025-02-27 11:51:08,699 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.8158 +[2025-02-27 11:51:08,735 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.7996 +[2025-02-27 11:51:08,768 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2909 +[2025-02-27 11:51:08,798 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3203 +[2025-02-27 11:51:08,853 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1922 +[2025-02-27 11:51:08,892 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.2804 +[2025-02-27 11:51:08,941 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3504 +[2025-02-27 11:51:08,990 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5131 +[2025-02-27 11:51:09,032 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.5109 +[2025-02-27 11:51:09,082 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5186 +[2025-02-27 11:51:09,113 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7879 +[2025-02-27 11:51:09,167 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4777 +[2025-02-27 11:51:09,193 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6687 +[2025-02-27 11:51:10,681 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:51:10,681 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:51:10,681 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:51:10,681 INFO hook.py line 232 3679208] wall : 0.7642 0.9014 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] floor : 0.9526 0.9754 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] cabinet : 0.4845 0.6351 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] bed : 0.6494 0.8131 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] chair : 0.7888 0.8549 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] sofa : 0.6245 0.9170 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] table : 0.5957 0.7940 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] door : 0.4751 0.6519 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] window : 0.4396 0.6041 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] bookshelf : 0.6591 0.8073 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] picture : 0.2096 0.2671 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] counter : 0.5906 0.6913 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] desk : 0.4342 0.6085 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] curtain : 0.5595 0.7462 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] refridgerator : 0.3302 0.4209 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] shower curtain : 0.5289 0.6705 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] toilet : 0.8771 0.9475 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] sink : 0.5570 0.6883 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] bathtub : 0.8203 0.8891 +[2025-02-27 11:51:10,682 INFO hook.py line 232 3679208] otherfurniture : 0.2669 0.2754 +[2025-02-27 11:51:10,682 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:51:10,682 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5804/0.7079/0.8339. +[2025-02-27 11:51:10,683 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:51:10,690 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5834 +[2025-02-27 11:51:10,690 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:51:37,139 INFO hook.py line 109 3679208] Train: [10/100][50/300] Data 0.016 (0.006) Batch 0.408 (0.373) Remain 02:49:24 loss: 0.7697 Lr: 5.97152e-03 +[2025-02-27 11:51:55,309 INFO hook.py line 109 3679208] Train: [10/100][100/300] Data 0.003 (0.007) Batch 0.283 (0.368) Remain 02:46:50 loss: 0.8874 Lr: 5.96921e-03 +[2025-02-27 11:52:13,169 INFO hook.py line 109 3679208] Train: [10/100][150/300] Data 0.011 (0.007) Batch 0.347 (0.364) Remain 02:44:51 loss: 1.1671 Lr: 5.96680e-03 +[2025-02-27 11:52:30,975 INFO hook.py line 109 3679208] Train: [10/100][200/300] Data 0.007 (0.007) Batch 0.390 (0.362) Remain 02:43:37 loss: 0.7699 Lr: 5.96430e-03 +[2025-02-27 11:52:49,166 INFO hook.py line 109 3679208] Train: [10/100][250/300] Data 0.003 (0.007) Batch 0.333 (0.363) Remain 02:43:27 loss: 0.6943 Lr: 5.96171e-03 +[2025-02-27 11:53:02,798 INFO hook.py line 109 3679208] Train: [10/100][300/300] Data 0.001 (0.006) Batch 0.197 (0.347) Remain 02:36:20 loss: 1.1002 Lr: 5.95903e-03 +[2025-02-27 11:53:02,799 INFO misc.py line 135 3679208] Train result: loss: 0.9283 +[2025-02-27 11:53:02,883 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:53:22,603 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.3594 +[2025-02-27 11:53:22,658 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6631 +[2025-02-27 11:53:22,699 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.7531 +[2025-02-27 11:53:22,745 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6291 +[2025-02-27 11:53:22,783 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.6298 +[2025-02-27 11:53:22,840 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7420 +[2025-02-27 11:53:22,892 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.9421 +[2025-02-27 11:53:22,936 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3922 +[2025-02-27 11:53:22,981 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2578 +[2025-02-27 11:53:23,026 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.4695 +[2025-02-27 11:53:23,077 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4603 +[2025-02-27 11:53:23,124 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.3799 +[2025-02-27 11:53:23,192 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6754 +[2025-02-27 11:53:23,237 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.3034 +[2025-02-27 11:53:23,282 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4965 +[2025-02-27 11:53:23,329 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.5247 +[2025-02-27 11:53:23,373 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.2575 +[2025-02-27 11:53:23,417 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7385 +[2025-02-27 11:53:23,466 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0131 +[2025-02-27 11:53:23,499 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1982 +[2025-02-27 11:53:23,540 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.6028 +[2025-02-27 11:53:23,587 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.5413 +[2025-02-27 11:53:23,623 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.2734 +[2025-02-27 11:53:23,666 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9393 +[2025-02-27 11:53:23,712 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0902 +[2025-02-27 11:53:23,760 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.8143 +[2025-02-27 11:53:23,809 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.0927 +[2025-02-27 11:53:23,842 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6128 +[2025-02-27 11:53:23,875 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.6416 +[2025-02-27 11:53:23,930 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6509 +[2025-02-27 11:53:23,984 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5503 +[2025-02-27 11:53:24,016 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7226 +[2025-02-27 11:53:24,070 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3147 +[2025-02-27 11:53:24,106 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0761 +[2025-02-27 11:53:24,143 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4655 +[2025-02-27 11:53:24,186 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.2180 +[2025-02-27 11:53:24,231 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5354 +[2025-02-27 11:53:24,267 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.5790 +[2025-02-27 11:53:24,330 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7782 +[2025-02-27 11:53:24,373 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8174 +[2025-02-27 11:53:24,417 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1860 +[2025-02-27 11:53:24,463 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.4777 +[2025-02-27 11:53:24,509 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.4966 +[2025-02-27 11:53:24,565 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.8739 +[2025-02-27 11:53:24,617 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.8188 +[2025-02-27 11:53:24,665 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7078 +[2025-02-27 11:53:24,701 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8146 +[2025-02-27 11:53:24,733 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6661 +[2025-02-27 11:53:24,766 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.7805 +[2025-02-27 11:53:24,797 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0061 +[2025-02-27 11:53:24,824 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6014 +[2025-02-27 11:53:24,857 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1582 +[2025-02-27 11:53:24,885 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5107 +[2025-02-27 11:53:24,919 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1038 +[2025-02-27 11:53:24,957 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.3160 +[2025-02-27 11:53:24,997 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.4285 +[2025-02-27 11:53:25,031 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.3461 +[2025-02-27 11:53:25,059 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8040 +[2025-02-27 11:53:25,096 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.1172 +[2025-02-27 11:53:25,129 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8968 +[2025-02-27 11:53:25,156 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8883 +[2025-02-27 11:53:25,189 INFO hook.py line 289 3679208] Test: [62/78] Loss 1.0206 +[2025-02-27 11:53:25,224 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.7657 +[2025-02-27 11:53:25,278 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6296 +[2025-02-27 11:53:25,305 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1728 +[2025-02-27 11:53:25,345 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.2682 +[2025-02-27 11:53:25,385 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5616 +[2025-02-27 11:53:25,423 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0672 +[2025-02-27 11:53:25,453 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3700 +[2025-02-27 11:53:25,506 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0347 +[2025-02-27 11:53:25,547 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.2054 +[2025-02-27 11:53:25,598 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4623 +[2025-02-27 11:53:25,645 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.7271 +[2025-02-27 11:53:25,688 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1211 +[2025-02-27 11:53:25,736 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4534 +[2025-02-27 11:53:25,765 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.5831 +[2025-02-27 11:53:25,819 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.8348 +[2025-02-27 11:53:25,846 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.1986 +[2025-02-27 11:53:27,374 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:53:27,374 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:53:27,374 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:53:27,374 INFO hook.py line 232 3679208] wall : 0.7177 0.7822 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] floor : 0.9531 0.9726 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] cabinet : 0.4628 0.5362 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] bed : 0.6905 0.8313 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] chair : 0.8539 0.9096 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] sofa : 0.6856 0.8790 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] table : 0.6032 0.8053 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] door : 0.4847 0.7065 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] window : 0.3824 0.8132 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] bookshelf : 0.6648 0.8810 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] picture : 0.2302 0.4419 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] counter : 0.5615 0.7883 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] desk : 0.3813 0.4158 +[2025-02-27 11:53:27,375 INFO hook.py line 232 3679208] curtain : 0.4709 0.7167 +[2025-02-27 11:53:27,376 INFO hook.py line 232 3679208] refridgerator : 0.3572 0.5684 +[2025-02-27 11:53:27,376 INFO hook.py line 232 3679208] shower curtain : 0.4144 0.5388 +[2025-02-27 11:53:27,376 INFO hook.py line 232 3679208] toilet : 0.8927 0.9622 +[2025-02-27 11:53:27,376 INFO hook.py line 232 3679208] sink : 0.5389 0.6545 +[2025-02-27 11:53:27,376 INFO hook.py line 232 3679208] bathtub : 0.8499 0.9058 +[2025-02-27 11:53:27,376 INFO hook.py line 232 3679208] otherfurniture : 0.4182 0.6048 +[2025-02-27 11:53:27,376 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:53:27,376 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5807/0.7357/0.8213. +[2025-02-27 11:53:27,377 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:53:27,388 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5834 +[2025-02-27 11:53:27,388 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:53:53,527 INFO hook.py line 109 3679208] Train: [11/100][50/300] Data 0.007 (0.006) Batch 0.465 (0.364) Remain 02:43:35 loss: 0.5584 Lr: 5.95627e-03 +[2025-02-27 11:54:11,324 INFO hook.py line 109 3679208] Train: [11/100][100/300] Data 0.005 (0.007) Batch 0.332 (0.360) Remain 02:41:22 loss: 0.6950 Lr: 5.95341e-03 +[2025-02-27 11:54:28,929 INFO hook.py line 109 3679208] Train: [11/100][150/300] Data 0.003 (0.007) Batch 0.293 (0.357) Remain 02:39:52 loss: 1.0474 Lr: 5.95046e-03 +[2025-02-27 11:54:46,915 INFO hook.py line 109 3679208] Train: [11/100][200/300] Data 0.007 (0.007) Batch 0.311 (0.358) Remain 02:39:51 loss: 0.9739 Lr: 5.94742e-03 +[2025-02-27 11:55:02,546 INFO hook.py line 109 3679208] Train: [11/100][250/300] Data 0.003 (0.006) Batch 0.303 (0.349) Remain 02:35:28 loss: 0.9368 Lr: 5.94430e-03 +[2025-02-27 11:55:14,795 INFO hook.py line 109 3679208] Train: [11/100][300/300] Data 0.002 (0.006) Batch 0.211 (0.331) Remain 02:27:24 loss: 0.5382 Lr: 5.94108e-03 +[2025-02-27 11:55:14,796 INFO misc.py line 135 3679208] Train result: loss: 0.9214 +[2025-02-27 11:55:14,879 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:55:32,806 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.3550 +[2025-02-27 11:55:33,159 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8345 +[2025-02-27 11:55:34,287 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4915 +[2025-02-27 11:55:34,333 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5166 +[2025-02-27 11:55:34,387 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5137 +[2025-02-27 11:55:34,435 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5493 +[2025-02-27 11:55:34,484 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.9394 +[2025-02-27 11:55:34,521 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4412 +[2025-02-27 11:55:34,569 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9163 +[2025-02-27 11:55:34,601 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.8030 +[2025-02-27 11:55:34,646 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4931 +[2025-02-27 11:55:34,687 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1365 +[2025-02-27 11:55:34,733 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6703 +[2025-02-27 11:55:34,776 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6902 +[2025-02-27 11:55:34,813 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.1592 +[2025-02-27 11:55:34,856 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1908 +[2025-02-27 11:55:34,892 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.1227 +[2025-02-27 11:55:34,921 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.3558 +[2025-02-27 11:55:34,964 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.6162 +[2025-02-27 11:55:34,997 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9514 +[2025-02-27 11:55:35,039 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.5272 +[2025-02-27 11:55:35,084 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4246 +[2025-02-27 11:55:35,120 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9336 +[2025-02-27 11:55:35,164 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0118 +[2025-02-27 11:55:35,201 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0403 +[2025-02-27 11:55:35,240 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.8786 +[2025-02-27 11:55:35,287 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1780 +[2025-02-27 11:55:35,318 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.9772 +[2025-02-27 11:55:35,355 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.5224 +[2025-02-27 11:55:35,407 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6326 +[2025-02-27 11:55:35,467 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4212 +[2025-02-27 11:55:35,503 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6324 +[2025-02-27 11:55:35,554 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3096 +[2025-02-27 11:55:35,591 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0137 +[2025-02-27 11:55:35,627 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3395 +[2025-02-27 11:55:35,671 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9412 +[2025-02-27 11:55:35,717 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6256 +[2025-02-27 11:55:35,762 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3592 +[2025-02-27 11:55:35,821 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5807 +[2025-02-27 11:55:35,870 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7901 +[2025-02-27 11:55:35,916 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.4173 +[2025-02-27 11:55:35,943 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.3135 +[2025-02-27 11:55:35,980 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.4447 +[2025-02-27 11:55:36,039 INFO hook.py line 289 3679208] Test: [44/78] Loss 1.0592 +[2025-02-27 11:55:36,072 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.8168 +[2025-02-27 11:55:36,118 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5103 +[2025-02-27 11:55:36,156 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8479 +[2025-02-27 11:55:36,191 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7517 +[2025-02-27 11:55:36,223 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1264 +[2025-02-27 11:55:36,253 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0573 +[2025-02-27 11:55:36,278 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.7648 +[2025-02-27 11:55:36,308 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.2571 +[2025-02-27 11:55:36,332 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3153 +[2025-02-27 11:55:36,363 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1614 +[2025-02-27 11:55:36,397 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.2376 +[2025-02-27 11:55:36,434 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.4919 +[2025-02-27 11:55:36,463 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8719 +[2025-02-27 11:55:36,487 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8623 +[2025-02-27 11:55:36,522 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8484 +[2025-02-27 11:55:36,551 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8010 +[2025-02-27 11:55:36,572 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.2893 +[2025-02-27 11:55:36,602 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.9932 +[2025-02-27 11:55:36,635 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.6038 +[2025-02-27 11:55:36,686 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6314 +[2025-02-27 11:55:36,711 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.6070 +[2025-02-27 11:55:36,750 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6686 +[2025-02-27 11:55:36,786 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.9761 +[2025-02-27 11:55:36,816 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0028 +[2025-02-27 11:55:36,845 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4917 +[2025-02-27 11:55:36,899 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2086 +[2025-02-27 11:55:36,939 INFO hook.py line 289 3679208] Test: [71/78] Loss 2.2012 +[2025-02-27 11:55:36,987 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5371 +[2025-02-27 11:55:37,033 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.6559 +[2025-02-27 11:55:37,072 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0419 +[2025-02-27 11:55:37,119 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4091 +[2025-02-27 11:55:37,146 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8081 +[2025-02-27 11:55:37,198 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.8174 +[2025-02-27 11:55:37,223 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.9913 +[2025-02-27 11:55:38,554 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:55:38,554 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:55:38,554 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] wall : 0.7431 0.8251 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] floor : 0.9532 0.9761 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] cabinet : 0.4252 0.4776 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] bed : 0.6822 0.7636 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] chair : 0.7571 0.9418 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] sofa : 0.6402 0.9166 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] table : 0.5868 0.6886 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] door : 0.4692 0.6910 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] window : 0.3622 0.7289 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] bookshelf : 0.6348 0.6792 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] picture : 0.2020 0.3251 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] counter : 0.5184 0.6380 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] desk : 0.4817 0.7833 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] curtain : 0.4976 0.5726 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] refridgerator : 0.3727 0.3991 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] shower curtain : 0.5396 0.6288 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] toilet : 0.6642 0.9507 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] sink : 0.5247 0.6779 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] bathtub : 0.7919 0.9056 +[2025-02-27 11:55:38,555 INFO hook.py line 232 3679208] otherfurniture : 0.4094 0.5651 +[2025-02-27 11:55:38,555 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:55:38,556 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5628/0.7067/0.8209. +[2025-02-27 11:55:38,556 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:55:38,568 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5834 +[2025-02-27 11:55:38,569 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:55:58,307 INFO hook.py line 109 3679208] Train: [12/100][50/300] Data 0.003 (0.003) Batch 0.270 (0.254) Remain 01:52:39 loss: 1.1032 Lr: 5.93778e-03 +[2025-02-27 11:56:15,566 INFO hook.py line 109 3679208] Train: [12/100][100/300] Data 0.006 (0.004) Batch 0.310 (0.301) Remain 02:13:21 loss: 0.8097 Lr: 5.93438e-03 +[2025-02-27 11:56:33,549 INFO hook.py line 109 3679208] Train: [12/100][150/300] Data 0.009 (0.005) Batch 0.490 (0.321) Remain 02:21:57 loss: 0.9428 Lr: 5.93090e-03 +[2025-02-27 11:56:51,001 INFO hook.py line 109 3679208] Train: [12/100][200/300] Data 0.008 (0.006) Batch 0.337 (0.328) Remain 02:24:51 loss: 0.8912 Lr: 5.92732e-03 +[2025-02-27 11:57:08,761 INFO hook.py line 109 3679208] Train: [12/100][250/300] Data 0.005 (0.006) Batch 0.301 (0.333) Remain 02:27:00 loss: 0.6861 Lr: 5.92366e-03 +[2025-02-27 11:57:22,571 INFO hook.py line 109 3679208] Train: [12/100][300/300] Data 0.002 (0.006) Batch 0.213 (0.324) Remain 02:22:29 loss: 0.8931 Lr: 5.91991e-03 +[2025-02-27 11:57:22,572 INFO misc.py line 135 3679208] Train result: loss: 0.8879 +[2025-02-27 11:57:22,657 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:57:41,792 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2659 +[2025-02-27 11:57:41,838 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5716 +[2025-02-27 11:57:41,881 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.6388 +[2025-02-27 11:57:41,935 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5068 +[2025-02-27 11:57:41,978 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5081 +[2025-02-27 11:57:42,036 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.4034 +[2025-02-27 11:57:42,091 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7093 +[2025-02-27 11:57:42,130 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4620 +[2025-02-27 11:57:42,183 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1794 +[2025-02-27 11:57:42,225 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8773 +[2025-02-27 11:57:42,277 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4755 +[2025-02-27 11:57:42,310 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.5236 +[2025-02-27 11:57:42,794 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.9261 +[2025-02-27 11:57:42,850 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6813 +[2025-02-27 11:57:42,892 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.7628 +[2025-02-27 11:57:42,943 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.4838 +[2025-02-27 11:57:42,992 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8346 +[2025-02-27 11:57:43,038 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.2013 +[2025-02-27 11:57:43,079 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3470 +[2025-02-27 11:57:43,122 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1436 +[2025-02-27 11:57:43,170 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.4115 +[2025-02-27 11:57:43,218 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4780 +[2025-02-27 11:57:43,257 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7078 +[2025-02-27 11:57:43,316 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0557 +[2025-02-27 11:57:43,359 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.2577 +[2025-02-27 11:57:43,413 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7994 +[2025-02-27 11:57:43,464 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5595 +[2025-02-27 11:57:43,511 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5202 +[2025-02-27 11:57:43,562 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.5204 +[2025-02-27 11:57:43,623 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7774 +[2025-02-27 11:57:43,685 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6336 +[2025-02-27 11:57:43,728 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.8285 +[2025-02-27 11:57:43,792 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2645 +[2025-02-27 11:57:43,840 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.2795 +[2025-02-27 11:57:43,884 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.6260 +[2025-02-27 11:57:43,942 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0818 +[2025-02-27 11:57:43,989 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7025 +[2025-02-27 11:57:44,028 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3485 +[2025-02-27 11:57:44,088 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7118 +[2025-02-27 11:57:44,132 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.2065 +[2025-02-27 11:57:44,174 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1472 +[2025-02-27 11:57:44,215 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2310 +[2025-02-27 11:57:44,268 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3629 +[2025-02-27 11:57:44,335 INFO hook.py line 289 3679208] Test: [44/78] Loss 1.0737 +[2025-02-27 11:57:44,381 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.8736 +[2025-02-27 11:57:44,439 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6449 +[2025-02-27 11:57:44,481 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.9783 +[2025-02-27 11:57:44,528 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6034 +[2025-02-27 11:57:44,573 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.7769 +[2025-02-27 11:57:44,614 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.6600 +[2025-02-27 11:57:44,648 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.1686 +[2025-02-27 11:57:44,685 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.2050 +[2025-02-27 11:57:44,720 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.7388 +[2025-02-27 11:57:44,754 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.6187 +[2025-02-27 11:57:44,791 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.2145 +[2025-02-27 11:57:44,833 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.6369 +[2025-02-27 11:57:44,865 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8703 +[2025-02-27 11:57:44,892 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5831 +[2025-02-27 11:57:44,929 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.2818 +[2025-02-27 11:57:44,964 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1108 +[2025-02-27 11:57:44,991 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8868 +[2025-02-27 11:57:45,025 INFO hook.py line 289 3679208] Test: [62/78] Loss 1.0989 +[2025-02-27 11:57:45,059 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2522 +[2025-02-27 11:57:45,115 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6070 +[2025-02-27 11:57:45,146 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.2615 +[2025-02-27 11:57:45,185 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6844 +[2025-02-27 11:57:45,223 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.7237 +[2025-02-27 11:57:45,259 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.7174 +[2025-02-27 11:57:45,290 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3717 +[2025-02-27 11:57:45,343 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8739 +[2025-02-27 11:57:45,385 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.3327 +[2025-02-27 11:57:45,439 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3833 +[2025-02-27 11:57:45,487 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5177 +[2025-02-27 11:57:45,529 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.4782 +[2025-02-27 11:57:45,580 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5462 +[2025-02-27 11:57:45,608 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7435 +[2025-02-27 11:57:45,668 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.9935 +[2025-02-27 11:57:45,695 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.9188 +[2025-02-27 11:57:47,219 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 11:57:47,219 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 11:57:47,219 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] wall : 0.7266 0.7782 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] floor : 0.9438 0.9852 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] cabinet : 0.5167 0.6736 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] bed : 0.6961 0.7256 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] chair : 0.8250 0.8936 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] sofa : 0.6719 0.9236 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] table : 0.6325 0.6847 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] door : 0.4841 0.6614 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] window : 0.4317 0.7972 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] bookshelf : 0.5701 0.9299 +[2025-02-27 11:57:47,219 INFO hook.py line 232 3679208] picture : 0.2475 0.3828 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] counter : 0.5709 0.7863 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] desk : 0.5040 0.7061 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] curtain : 0.3028 0.8375 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] refridgerator : 0.3268 0.4424 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] shower curtain : 0.4246 0.4789 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] toilet : 0.8995 0.9653 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] sink : 0.5739 0.6817 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] bathtub : 0.8489 0.9210 +[2025-02-27 11:57:47,220 INFO hook.py line 232 3679208] otherfurniture : 0.4188 0.4857 +[2025-02-27 11:57:47,220 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 11:57:47,220 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5808/0.7370/0.8208. +[2025-02-27 11:57:47,220 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 11:57:47,222 INFO misc.py line 164 3679208] Currently Best mIoU: 0.5834 +[2025-02-27 11:57:47,222 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 11:58:13,347 INFO hook.py line 109 3679208] Train: [13/100][50/300] Data 0.003 (0.006) Batch 0.428 (0.366) Remain 02:40:49 loss: 0.6842 Lr: 5.91607e-03 +[2025-02-27 11:58:30,824 INFO hook.py line 109 3679208] Train: [13/100][100/300] Data 0.003 (0.006) Batch 0.284 (0.358) Remain 02:36:45 loss: 1.2351 Lr: 5.91214e-03 +[2025-02-27 11:58:48,726 INFO hook.py line 109 3679208] Train: [13/100][150/300] Data 0.004 (0.006) Batch 0.320 (0.358) Remain 02:36:30 loss: 0.8301 Lr: 5.90813e-03 +[2025-02-27 11:59:06,433 INFO hook.py line 109 3679208] Train: [13/100][200/300] Data 0.003 (0.006) Batch 0.424 (0.357) Remain 02:35:48 loss: 1.0608 Lr: 5.90402e-03 +[2025-02-27 11:59:23,852 INFO hook.py line 109 3679208] Train: [13/100][250/300] Data 0.007 (0.006) Batch 0.340 (0.355) Remain 02:34:46 loss: 0.6681 Lr: 5.89983e-03 +[2025-02-27 11:59:37,400 INFO hook.py line 109 3679208] Train: [13/100][300/300] Data 0.002 (0.006) Batch 0.194 (0.341) Remain 02:28:18 loss: 0.7655 Lr: 5.89555e-03 +[2025-02-27 11:59:37,401 INFO misc.py line 135 3679208] Train result: loss: 0.8724 +[2025-02-27 11:59:37,499 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 11:59:55,210 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.3114 +[2025-02-27 11:59:55,416 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8009 +[2025-02-27 11:59:55,783 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5386 +[2025-02-27 11:59:55,829 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5267 +[2025-02-27 11:59:55,859 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5629 +[2025-02-27 11:59:55,909 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5241 +[2025-02-27 11:59:55,955 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7276 +[2025-02-27 11:59:55,995 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3741 +[2025-02-27 11:59:56,039 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0421 +[2025-02-27 11:59:56,083 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8541 +[2025-02-27 11:59:56,136 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6283 +[2025-02-27 11:59:56,180 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9794 +[2025-02-27 11:59:56,231 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.8105 +[2025-02-27 11:59:56,272 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.4309 +[2025-02-27 11:59:56,307 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4905 +[2025-02-27 11:59:56,362 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2012 +[2025-02-27 11:59:56,404 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7291 +[2025-02-27 11:59:56,440 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.2034 +[2025-02-27 11:59:56,479 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1573 +[2025-02-27 11:59:56,511 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.8895 +[2025-02-27 11:59:56,548 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3200 +[2025-02-27 11:59:56,585 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3439 +[2025-02-27 11:59:56,622 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7859 +[2025-02-27 11:59:56,664 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7601 +[2025-02-27 11:59:56,713 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9820 +[2025-02-27 11:59:56,765 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6956 +[2025-02-27 11:59:56,814 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2049 +[2025-02-27 11:59:56,844 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.8340 +[2025-02-27 11:59:56,878 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3793 +[2025-02-27 11:59:56,927 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5996 +[2025-02-27 11:59:56,982 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5726 +[2025-02-27 11:59:57,016 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.8271 +[2025-02-27 11:59:57,064 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.5041 +[2025-02-27 11:59:57,110 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8400 +[2025-02-27 11:59:57,158 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5856 +[2025-02-27 11:59:57,196 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0373 +[2025-02-27 11:59:57,232 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5767 +[2025-02-27 11:59:57,267 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4466 +[2025-02-27 11:59:57,332 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4611 +[2025-02-27 11:59:57,377 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6397 +[2025-02-27 11:59:57,423 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0687 +[2025-02-27 11:59:57,449 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1895 +[2025-02-27 11:59:57,491 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3836 +[2025-02-27 11:59:57,545 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6184 +[2025-02-27 11:59:57,576 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6269 +[2025-02-27 11:59:57,624 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6422 +[2025-02-27 11:59:57,660 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6691 +[2025-02-27 11:59:57,693 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6962 +[2025-02-27 11:59:57,723 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9328 +[2025-02-27 11:59:57,752 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.2083 +[2025-02-27 11:59:57,779 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0340 +[2025-02-27 11:59:57,815 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1617 +[2025-02-27 11:59:57,840 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.8533 +[2025-02-27 11:59:57,873 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1215 +[2025-02-27 11:59:57,907 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1200 +[2025-02-27 11:59:57,944 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.4845 +[2025-02-27 11:59:57,975 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8466 +[2025-02-27 11:59:58,000 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5880 +[2025-02-27 11:59:58,040 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8825 +[2025-02-27 11:59:58,072 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8286 +[2025-02-27 11:59:58,096 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.1510 +[2025-02-27 11:59:58,135 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7171 +[2025-02-27 11:59:58,176 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2653 +[2025-02-27 11:59:58,229 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2311 +[2025-02-27 11:59:58,256 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3292 +[2025-02-27 11:59:58,293 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6481 +[2025-02-27 11:59:58,330 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6854 +[2025-02-27 11:59:58,366 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1165 +[2025-02-27 11:59:58,394 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3040 +[2025-02-27 11:59:58,446 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9012 +[2025-02-27 11:59:58,488 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0543 +[2025-02-27 11:59:58,537 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4554 +[2025-02-27 11:59:58,584 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5563 +[2025-02-27 11:59:58,623 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1397 +[2025-02-27 11:59:58,669 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5770 +[2025-02-27 11:59:58,696 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8583 +[2025-02-27 11:59:58,749 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4662 +[2025-02-27 11:59:58,773 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5885 +[2025-02-27 12:00:00,127 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:00:00,127 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:00:00,127 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:00:00,127 INFO hook.py line 232 3679208] wall : 0.7796 0.9091 +[2025-02-27 12:00:00,127 INFO hook.py line 232 3679208] floor : 0.9563 0.9815 +[2025-02-27 12:00:00,127 INFO hook.py line 232 3679208] cabinet : 0.4904 0.5989 +[2025-02-27 12:00:00,127 INFO hook.py line 232 3679208] bed : 0.6390 0.6932 +[2025-02-27 12:00:00,127 INFO hook.py line 232 3679208] chair : 0.8463 0.9138 +[2025-02-27 12:00:00,127 INFO hook.py line 232 3679208] sofa : 0.7348 0.8763 +[2025-02-27 12:00:00,127 INFO hook.py line 232 3679208] table : 0.6431 0.7628 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] door : 0.5089 0.6449 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] window : 0.4656 0.6047 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] bookshelf : 0.6255 0.7723 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] picture : 0.2725 0.4360 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] counter : 0.5458 0.7626 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] desk : 0.5412 0.7309 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] curtain : 0.5715 0.7886 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] refridgerator : 0.4352 0.4974 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] shower curtain : 0.4871 0.5997 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] toilet : 0.8271 0.8615 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] sink : 0.5210 0.7391 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] bathtub : 0.7653 0.8968 +[2025-02-27 12:00:00,128 INFO hook.py line 232 3679208] otherfurniture : 0.4287 0.5496 +[2025-02-27 12:00:00,128 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:00:00,128 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6042/0.7310/0.8509. +[2025-02-27 12:00:00,129 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:00:00,133 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6042 +[2025-02-27 12:00:00,134 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6042 +[2025-02-27 12:00:00,134 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:00:23,816 INFO hook.py line 109 3679208] Train: [14/100][50/300] Data 0.010 (0.005) Batch 0.332 (0.322) Remain 02:19:39 loss: 0.6331 Lr: 5.89118e-03 +[2025-02-27 12:00:39,287 INFO hook.py line 109 3679208] Train: [14/100][100/300] Data 0.009 (0.005) Batch 0.277 (0.315) Remain 02:16:41 loss: 0.6713 Lr: 5.88673e-03 +[2025-02-27 12:00:53,057 INFO hook.py line 109 3679208] Train: [14/100][150/300] Data 0.003 (0.005) Batch 0.274 (0.302) Remain 02:10:31 loss: 0.9163 Lr: 5.88218e-03 +[2025-02-27 12:01:06,561 INFO hook.py line 109 3679208] Train: [14/100][200/300] Data 0.004 (0.005) Batch 0.270 (0.294) Remain 02:06:48 loss: 0.7718 Lr: 5.87755e-03 +[2025-02-27 12:01:20,511 INFO hook.py line 109 3679208] Train: [14/100][250/300] Data 0.015 (0.005) Batch 0.389 (0.291) Remain 02:05:16 loss: 0.6958 Lr: 5.87283e-03 +[2025-02-27 12:01:33,801 INFO hook.py line 109 3679208] Train: [14/100][300/300] Data 0.002 (0.005) Batch 0.192 (0.287) Remain 02:03:13 loss: 0.6578 Lr: 5.86802e-03 +[2025-02-27 12:01:33,802 INFO misc.py line 135 3679208] Train result: loss: 0.8490 +[2025-02-27 12:01:33,888 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:01:51,697 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2397 +[2025-02-27 12:01:52,902 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8585 +[2025-02-27 12:01:54,535 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4379 +[2025-02-27 12:01:54,583 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6567 +[2025-02-27 12:01:54,629 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4077 +[2025-02-27 12:01:54,681 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7481 +[2025-02-27 12:01:54,731 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6338 +[2025-02-27 12:01:54,769 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3627 +[2025-02-27 12:01:54,823 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2572 +[2025-02-27 12:01:54,872 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0975 +[2025-02-27 12:01:54,916 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6648 +[2025-02-27 12:01:54,959 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9316 +[2025-02-27 12:01:55,008 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.3373 +[2025-02-27 12:01:55,127 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3230 +[2025-02-27 12:01:55,173 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.0587 +[2025-02-27 12:01:55,219 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.5596 +[2025-02-27 12:01:55,259 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8607 +[2025-02-27 12:01:55,310 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.3625 +[2025-02-27 12:01:55,349 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8190 +[2025-02-27 12:01:55,383 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2190 +[2025-02-27 12:01:55,422 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2912 +[2025-02-27 12:01:55,466 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.5751 +[2025-02-27 12:01:55,502 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.2526 +[2025-02-27 12:01:55,547 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8724 +[2025-02-27 12:01:55,603 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9952 +[2025-02-27 12:01:55,647 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.8258 +[2025-02-27 12:01:55,699 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.9027 +[2025-02-27 12:01:55,734 INFO hook.py line 289 3679208] Test: [28/78] Loss 1.2318 +[2025-02-27 12:01:55,768 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3898 +[2025-02-27 12:01:55,830 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7351 +[2025-02-27 12:01:55,885 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5626 +[2025-02-27 12:01:55,926 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.9831 +[2025-02-27 12:01:55,984 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1909 +[2025-02-27 12:01:56,022 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1016 +[2025-02-27 12:01:56,061 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3968 +[2025-02-27 12:01:56,108 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0264 +[2025-02-27 12:01:56,155 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7300 +[2025-02-27 12:01:56,191 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3451 +[2025-02-27 12:01:56,263 INFO hook.py line 289 3679208] Test: [39/78] Loss 2.1066 +[2025-02-27 12:01:56,306 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7793 +[2025-02-27 12:01:56,357 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0435 +[2025-02-27 12:01:56,395 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1156 +[2025-02-27 12:01:56,438 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2315 +[2025-02-27 12:01:56,496 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5600 +[2025-02-27 12:01:56,530 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7866 +[2025-02-27 12:01:56,581 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5940 +[2025-02-27 12:01:56,623 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.4582 +[2025-02-27 12:01:56,665 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7522 +[2025-02-27 12:01:56,710 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.5655 +[2025-02-27 12:01:56,743 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.4140 +[2025-02-27 12:01:56,779 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.3976 +[2025-02-27 12:01:56,811 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0314 +[2025-02-27 12:01:56,842 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4383 +[2025-02-27 12:01:56,876 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3733 +[2025-02-27 12:01:56,913 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1208 +[2025-02-27 12:01:56,951 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2222 +[2025-02-27 12:01:56,986 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8014 +[2025-02-27 12:01:57,014 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7526 +[2025-02-27 12:01:57,051 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.0827 +[2025-02-27 12:01:57,083 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8225 +[2025-02-27 12:01:57,108 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.1741 +[2025-02-27 12:01:57,142 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6886 +[2025-02-27 12:01:57,177 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9245 +[2025-02-27 12:01:57,231 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3948 +[2025-02-27 12:01:57,269 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3643 +[2025-02-27 12:01:57,310 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4844 +[2025-02-27 12:01:57,347 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.0604 +[2025-02-27 12:01:57,388 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.4315 +[2025-02-27 12:01:57,427 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2860 +[2025-02-27 12:01:57,482 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.5757 +[2025-02-27 12:01:57,523 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.5460 +[2025-02-27 12:01:57,573 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3222 +[2025-02-27 12:01:57,621 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4490 +[2025-02-27 12:01:57,661 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9802 +[2025-02-27 12:01:57,709 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5619 +[2025-02-27 12:01:57,738 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.0970 +[2025-02-27 12:01:57,793 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3477 +[2025-02-27 12:01:57,818 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7277 +[2025-02-27 12:01:59,363 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:01:59,363 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:01:59,363 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:01:59,363 INFO hook.py line 232 3679208] wall : 0.7696 0.9534 +[2025-02-27 12:01:59,363 INFO hook.py line 232 3679208] floor : 0.9565 0.9809 +[2025-02-27 12:01:59,363 INFO hook.py line 232 3679208] cabinet : 0.4969 0.6229 +[2025-02-27 12:01:59,363 INFO hook.py line 232 3679208] bed : 0.7215 0.7937 +[2025-02-27 12:01:59,363 INFO hook.py line 232 3679208] chair : 0.8364 0.8712 +[2025-02-27 12:01:59,363 INFO hook.py line 232 3679208] sofa : 0.7124 0.9372 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] table : 0.6574 0.7662 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] door : 0.4899 0.5464 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] window : 0.4230 0.5756 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] bookshelf : 0.6688 0.7150 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] picture : 0.2269 0.3826 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] counter : 0.5008 0.8266 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] desk : 0.4949 0.7154 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] curtain : 0.4539 0.4691 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] refridgerator : 0.4346 0.5727 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] shower curtain : 0.5344 0.5970 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] toilet : 0.8591 0.9115 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] sink : 0.5850 0.6735 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] bathtub : 0.8085 0.8236 +[2025-02-27 12:01:59,364 INFO hook.py line 232 3679208] otherfurniture : 0.3607 0.4041 +[2025-02-27 12:01:59,364 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:01:59,364 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5995/0.7069/0.8473. +[2025-02-27 12:01:59,364 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:01:59,371 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6042 +[2025-02-27 12:01:59,371 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:02:24,616 INFO hook.py line 109 3679208] Train: [15/100][50/300] Data 0.004 (0.006) Batch 0.342 (0.356) Remain 02:32:41 loss: 0.6374 Lr: 5.86313e-03 +[2025-02-27 12:02:42,052 INFO hook.py line 109 3679208] Train: [15/100][100/300] Data 0.004 (0.006) Batch 0.351 (0.352) Remain 02:30:48 loss: 0.5461 Lr: 5.85815e-03 +[2025-02-27 12:03:00,316 INFO hook.py line 109 3679208] Train: [15/100][150/300] Data 0.009 (0.007) Batch 0.435 (0.357) Remain 02:32:26 loss: 0.9438 Lr: 5.85308e-03 +[2025-02-27 12:03:18,240 INFO hook.py line 109 3679208] Train: [15/100][200/300] Data 0.003 (0.007) Batch 0.309 (0.357) Remain 02:32:21 loss: 0.7929 Lr: 5.84793e-03 +[2025-02-27 12:03:36,171 INFO hook.py line 109 3679208] Train: [15/100][250/300] Data 0.008 (0.007) Batch 0.385 (0.357) Remain 02:32:11 loss: 0.9959 Lr: 5.84279e-03 +[2025-02-27 12:03:49,420 INFO hook.py line 109 3679208] Train: [15/100][300/300] Data 0.002 (0.006) Batch 0.201 (0.342) Remain 02:25:16 loss: 0.9080 Lr: 5.83747e-03 +[2025-02-27 12:03:49,421 INFO misc.py line 135 3679208] Train result: loss: 0.8543 +[2025-02-27 12:03:49,507 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:04:08,229 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2529 +[2025-02-27 12:04:08,774 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8050 +[2025-02-27 12:04:08,830 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5505 +[2025-02-27 12:04:08,892 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6493 +[2025-02-27 12:04:08,936 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4190 +[2025-02-27 12:04:09,179 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7138 +[2025-02-27 12:04:09,230 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7512 +[2025-02-27 12:04:09,532 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4643 +[2025-02-27 12:04:09,581 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0542 +[2025-02-27 12:04:09,626 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0630 +[2025-02-27 12:04:09,673 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6745 +[2025-02-27 12:04:09,714 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0700 +[2025-02-27 12:04:10,462 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.7842 +[2025-02-27 12:04:10,515 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6629 +[2025-02-27 12:04:10,563 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.3805 +[2025-02-27 12:04:10,614 INFO hook.py line 289 3679208] Test: [16/78] Loss 1.0849 +[2025-02-27 12:04:10,650 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8511 +[2025-02-27 12:04:10,694 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.7265 +[2025-02-27 12:04:10,746 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3297 +[2025-02-27 12:04:10,789 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1553 +[2025-02-27 12:04:10,832 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2983 +[2025-02-27 12:04:10,881 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.6847 +[2025-02-27 12:04:10,928 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9905 +[2025-02-27 12:04:10,981 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7272 +[2025-02-27 12:04:11,021 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6797 +[2025-02-27 12:04:11,072 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7696 +[2025-02-27 12:04:11,132 INFO hook.py line 289 3679208] Test: [27/78] Loss 2.3291 +[2025-02-27 12:04:11,178 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3936 +[2025-02-27 12:04:11,227 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3144 +[2025-02-27 12:04:11,281 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7435 +[2025-02-27 12:04:11,335 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4810 +[2025-02-27 12:04:11,372 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6096 +[2025-02-27 12:04:11,432 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3100 +[2025-02-27 12:04:11,479 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.2034 +[2025-02-27 12:04:11,536 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.7606 +[2025-02-27 12:04:11,589 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8149 +[2025-02-27 12:04:11,639 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7980 +[2025-02-27 12:04:11,686 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.5661 +[2025-02-27 12:04:11,755 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6168 +[2025-02-27 12:04:11,810 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.1553 +[2025-02-27 12:04:11,861 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9162 +[2025-02-27 12:04:11,898 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2918 +[2025-02-27 12:04:11,940 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2680 +[2025-02-27 12:04:12,004 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.8153 +[2025-02-27 12:04:12,036 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6670 +[2025-02-27 12:04:12,088 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5416 +[2025-02-27 12:04:12,126 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8511 +[2025-02-27 12:04:12,158 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7370 +[2025-02-27 12:04:12,189 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9622 +[2025-02-27 12:04:12,226 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.3332 +[2025-02-27 12:04:12,257 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0627 +[2025-02-27 12:04:12,290 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0323 +[2025-02-27 12:04:12,316 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5528 +[2025-02-27 12:04:12,350 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4339 +[2025-02-27 12:04:12,385 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1287 +[2025-02-27 12:04:12,426 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.3705 +[2025-02-27 12:04:12,458 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.9372 +[2025-02-27 12:04:12,484 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8298 +[2025-02-27 12:04:12,521 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9569 +[2025-02-27 12:04:12,554 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7655 +[2025-02-27 12:04:12,580 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7814 +[2025-02-27 12:04:12,613 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7159 +[2025-02-27 12:04:12,647 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.4031 +[2025-02-27 12:04:12,703 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3594 +[2025-02-27 12:04:12,731 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8814 +[2025-02-27 12:04:12,770 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5731 +[2025-02-27 12:04:12,807 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.7483 +[2025-02-27 12:04:12,839 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1077 +[2025-02-27 12:04:12,869 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3419 +[2025-02-27 12:04:12,922 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9568 +[2025-02-27 12:04:12,964 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1638 +[2025-02-27 12:04:13,016 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3734 +[2025-02-27 12:04:13,063 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.6206 +[2025-02-27 12:04:13,103 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2380 +[2025-02-27 12:04:13,152 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7020 +[2025-02-27 12:04:13,180 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.0770 +[2025-02-27 12:04:13,234 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4273 +[2025-02-27 12:04:13,260 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6825 +[2025-02-27 12:04:14,667 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:04:14,667 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:04:14,667 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] wall : 0.7663 0.8580 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] floor : 0.9576 0.9823 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] cabinet : 0.4477 0.7159 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] bed : 0.7045 0.7572 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] chair : 0.8213 0.8703 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] sofa : 0.6729 0.9342 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] table : 0.6147 0.7260 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] door : 0.5140 0.6636 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] window : 0.4599 0.5914 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] bookshelf : 0.7253 0.8963 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] picture : 0.1804 0.5363 +[2025-02-27 12:04:14,668 INFO hook.py line 232 3679208] counter : 0.5458 0.8051 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] desk : 0.4588 0.8587 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] curtain : 0.5836 0.7184 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] refridgerator : 0.3134 0.3395 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] shower curtain : 0.5876 0.6603 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] toilet : 0.8809 0.9672 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] sink : 0.5667 0.6355 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] bathtub : 0.8337 0.9140 +[2025-02-27 12:04:14,669 INFO hook.py line 232 3679208] otherfurniture : 0.4102 0.4617 +[2025-02-27 12:04:14,669 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:04:14,669 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6023/0.7446/0.8398. +[2025-02-27 12:04:14,670 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:04:14,677 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6042 +[2025-02-27 12:04:14,678 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:04:41,138 INFO hook.py line 109 3679208] Train: [16/100][50/300] Data 0.012 (0.027) Batch 0.348 (0.378) Remain 02:40:26 loss: 0.9689 Lr: 5.83206e-03 +[2025-02-27 12:04:56,615 INFO hook.py line 109 3679208] Train: [16/100][100/300] Data 0.003 (0.016) Batch 0.244 (0.343) Remain 02:25:08 loss: 0.7587 Lr: 5.82656e-03 +[2025-02-27 12:05:12,194 INFO hook.py line 109 3679208] Train: [16/100][150/300] Data 0.002 (0.012) Batch 0.237 (0.332) Remain 02:20:21 loss: 0.8953 Lr: 5.82098e-03 +[2025-02-27 12:05:27,891 INFO hook.py line 109 3679208] Train: [16/100][200/300] Data 0.003 (0.010) Batch 0.356 (0.328) Remain 02:18:07 loss: 1.0683 Lr: 5.81531e-03 +[2025-02-27 12:05:43,604 INFO hook.py line 109 3679208] Train: [16/100][250/300] Data 0.003 (0.009) Batch 0.307 (0.325) Remain 02:16:43 loss: 0.8839 Lr: 5.80955e-03 +[2025-02-27 12:05:55,538 INFO hook.py line 109 3679208] Train: [16/100][300/300] Data 0.001 (0.008) Batch 0.178 (0.310) Remain 02:10:21 loss: 0.9537 Lr: 5.80371e-03 +[2025-02-27 12:05:55,538 INFO misc.py line 135 3679208] Train result: loss: 0.8183 +[2025-02-27 12:05:55,617 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:06:09,108 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1896 +[2025-02-27 12:06:09,359 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8189 +[2025-02-27 12:06:09,427 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4243 +[2025-02-27 12:06:09,497 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4210 +[2025-02-27 12:06:09,842 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4315 +[2025-02-27 12:06:09,903 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5427 +[2025-02-27 12:06:09,971 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8602 +[2025-02-27 12:06:10,035 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3704 +[2025-02-27 12:06:10,253 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0184 +[2025-02-27 12:06:10,283 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.2890 +[2025-02-27 12:06:10,337 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4467 +[2025-02-27 12:06:10,372 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0234 +[2025-02-27 12:06:10,416 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.7929 +[2025-02-27 12:06:10,452 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.3838 +[2025-02-27 12:06:10,491 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.6158 +[2025-02-27 12:06:10,534 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2227 +[2025-02-27 12:06:10,569 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6211 +[2025-02-27 12:06:10,602 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7113 +[2025-02-27 12:06:10,642 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.5950 +[2025-02-27 12:06:10,675 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1339 +[2025-02-27 12:06:10,713 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3053 +[2025-02-27 12:06:10,752 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4204 +[2025-02-27 12:06:10,778 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0488 +[2025-02-27 12:06:10,821 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9264 +[2025-02-27 12:06:10,869 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8467 +[2025-02-27 12:06:10,908 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5560 +[2025-02-27 12:06:10,956 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2361 +[2025-02-27 12:06:10,988 INFO hook.py line 289 3679208] Test: [28/78] Loss 1.1168 +[2025-02-27 12:06:11,025 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2963 +[2025-02-27 12:06:11,077 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4038 +[2025-02-27 12:06:11,132 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3897 +[2025-02-27 12:06:11,173 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.9172 +[2025-02-27 12:06:11,241 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2303 +[2025-02-27 12:06:11,277 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1388 +[2025-02-27 12:06:11,314 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2283 +[2025-02-27 12:06:11,360 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9397 +[2025-02-27 12:06:11,397 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4606 +[2025-02-27 12:06:11,428 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2817 +[2025-02-27 12:06:11,496 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5961 +[2025-02-27 12:06:11,538 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.0054 +[2025-02-27 12:06:11,587 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8756 +[2025-02-27 12:06:11,629 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2714 +[2025-02-27 12:06:11,674 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2268 +[2025-02-27 12:06:11,744 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7070 +[2025-02-27 12:06:11,783 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6588 +[2025-02-27 12:06:11,828 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5376 +[2025-02-27 12:06:11,869 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.9212 +[2025-02-27 12:06:11,905 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5233 +[2025-02-27 12:06:11,937 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9416 +[2025-02-27 12:06:11,968 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.5283 +[2025-02-27 12:06:11,996 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7425 +[2025-02-27 12:06:12,028 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0268 +[2025-02-27 12:06:12,057 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2854 +[2025-02-27 12:06:12,091 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.2940 +[2025-02-27 12:06:12,129 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1194 +[2025-02-27 12:06:12,168 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2913 +[2025-02-27 12:06:12,201 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6648 +[2025-02-27 12:06:12,227 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6277 +[2025-02-27 12:06:12,264 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8032 +[2025-02-27 12:06:12,296 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6781 +[2025-02-27 12:06:12,322 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.3006 +[2025-02-27 12:06:12,355 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4908 +[2025-02-27 12:06:12,390 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.5027 +[2025-02-27 12:06:12,443 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5069 +[2025-02-27 12:06:12,470 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3156 +[2025-02-27 12:06:12,511 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6029 +[2025-02-27 12:06:12,548 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4497 +[2025-02-27 12:06:12,579 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1294 +[2025-02-27 12:06:12,609 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2740 +[2025-02-27 12:06:12,663 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0033 +[2025-02-27 12:06:12,704 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.3650 +[2025-02-27 12:06:12,755 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3501 +[2025-02-27 12:06:12,804 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4800 +[2025-02-27 12:06:12,851 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.2442 +[2025-02-27 12:06:12,901 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4604 +[2025-02-27 12:06:12,929 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.5386 +[2025-02-27 12:06:12,987 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5081 +[2025-02-27 12:06:13,017 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6857 +[2025-02-27 12:06:14,709 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:06:14,710 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:06:14,710 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] wall : 0.8032 0.8992 +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] floor : 0.9569 0.9767 +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] cabinet : 0.4854 0.5310 +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] bed : 0.7562 0.8027 +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] chair : 0.8669 0.9296 +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] sofa : 0.7104 0.9084 +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] table : 0.6312 0.8140 +[2025-02-27 12:06:14,711 INFO hook.py line 232 3679208] door : 0.5217 0.6534 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] window : 0.4831 0.8033 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] bookshelf : 0.7072 0.7711 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] picture : 0.2823 0.3286 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] counter : 0.5982 0.7203 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] desk : 0.5016 0.7367 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] curtain : 0.5739 0.6019 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] refridgerator : 0.3393 0.7276 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] shower curtain : 0.6506 0.8095 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] toilet : 0.8865 0.9645 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] sink : 0.5780 0.6738 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] bathtub : 0.8674 0.9060 +[2025-02-27 12:06:14,712 INFO hook.py line 232 3679208] otherfurniture : 0.4852 0.6371 +[2025-02-27 12:06:14,712 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:06:14,712 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6343/0.7598/0.8600. +[2025-02-27 12:06:14,713 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:06:14,720 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6343 +[2025-02-27 12:06:14,721 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:06:14,721 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:06:40,803 INFO hook.py line 109 3679208] Train: [17/100][50/300] Data 0.003 (0.007) Batch 0.324 (0.350) Remain 02:26:46 loss: 0.5450 Lr: 5.79779e-03 +[2025-02-27 12:06:58,258 INFO hook.py line 109 3679208] Train: [17/100][100/300] Data 0.003 (0.006) Batch 0.354 (0.350) Remain 02:26:15 loss: 0.7193 Lr: 5.79178e-03 +[2025-02-27 12:07:16,046 INFO hook.py line 109 3679208] Train: [17/100][150/300] Data 0.006 (0.006) Batch 0.339 (0.352) Remain 02:26:50 loss: 0.8590 Lr: 5.78568e-03 +[2025-02-27 12:07:33,825 INFO hook.py line 109 3679208] Train: [17/100][200/300] Data 0.008 (0.007) Batch 0.315 (0.353) Remain 02:26:57 loss: 0.8385 Lr: 5.77950e-03 +[2025-02-27 12:07:51,470 INFO hook.py line 109 3679208] Train: [17/100][250/300] Data 0.011 (0.007) Batch 0.418 (0.353) Remain 02:26:40 loss: 0.5512 Lr: 5.77324e-03 +[2025-02-27 12:08:05,159 INFO hook.py line 109 3679208] Train: [17/100][300/300] Data 0.002 (0.006) Batch 0.392 (0.339) Remain 02:20:52 loss: 0.9187 Lr: 5.76689e-03 +[2025-02-27 12:08:05,160 INFO misc.py line 135 3679208] Train result: loss: 0.8071 +[2025-02-27 12:08:05,242 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:08:24,064 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2394 +[2025-02-27 12:08:24,450 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6822 +[2025-02-27 12:08:25,000 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4926 +[2025-02-27 12:08:25,060 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6094 +[2025-02-27 12:08:25,598 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5721 +[2025-02-27 12:08:25,655 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5331 +[2025-02-27 12:08:25,712 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6908 +[2025-02-27 12:08:25,906 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.6784 +[2025-02-27 12:08:25,956 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.7828 +[2025-02-27 12:08:26,004 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9481 +[2025-02-27 12:08:26,060 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5827 +[2025-02-27 12:08:26,108 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9947 +[2025-02-27 12:08:26,159 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.9612 +[2025-02-27 12:08:26,210 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7257 +[2025-02-27 12:08:26,254 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.4984 +[2025-02-27 12:08:26,421 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.5026 +[2025-02-27 12:08:26,460 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.1663 +[2025-02-27 12:08:26,506 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.0038 +[2025-02-27 12:08:26,548 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1525 +[2025-02-27 12:08:26,589 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3251 +[2025-02-27 12:08:26,638 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3446 +[2025-02-27 12:08:26,690 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3910 +[2025-02-27 12:08:26,730 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8359 +[2025-02-27 12:08:26,772 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7302 +[2025-02-27 12:08:26,813 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9340 +[2025-02-27 12:08:26,863 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.9729 +[2025-02-27 12:08:26,917 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9541 +[2025-02-27 12:08:26,962 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6226 +[2025-02-27 12:08:26,999 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3262 +[2025-02-27 12:08:27,055 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5349 +[2025-02-27 12:08:27,109 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6247 +[2025-02-27 12:08:27,153 INFO hook.py line 289 3679208] Test: [32/78] Loss 1.1107 +[2025-02-27 12:08:27,213 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4682 +[2025-02-27 12:08:27,265 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1291 +[2025-02-27 12:08:27,315 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4162 +[2025-02-27 12:08:27,369 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.6909 +[2025-02-27 12:08:27,407 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4587 +[2025-02-27 12:08:27,444 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4203 +[2025-02-27 12:08:27,510 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3914 +[2025-02-27 12:08:27,556 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7369 +[2025-02-27 12:08:27,609 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0472 +[2025-02-27 12:08:27,644 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.6329 +[2025-02-27 12:08:27,694 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2564 +[2025-02-27 12:08:27,749 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7362 +[2025-02-27 12:08:27,786 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6218 +[2025-02-27 12:08:27,836 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7780 +[2025-02-27 12:08:27,872 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8131 +[2025-02-27 12:08:27,903 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.8781 +[2025-02-27 12:08:27,939 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1714 +[2025-02-27 12:08:27,977 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9904 +[2025-02-27 12:08:28,014 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.1226 +[2025-02-27 12:08:28,046 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0109 +[2025-02-27 12:08:28,071 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5732 +[2025-02-27 12:08:28,105 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0401 +[2025-02-27 12:08:28,141 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.2408 +[2025-02-27 12:08:28,182 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.5277 +[2025-02-27 12:08:28,214 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.9973 +[2025-02-27 12:08:28,240 INFO hook.py line 289 3679208] Test: [58/78] Loss 1.2168 +[2025-02-27 12:08:28,277 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.6898 +[2025-02-27 12:08:28,310 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5834 +[2025-02-27 12:08:28,334 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9972 +[2025-02-27 12:08:28,366 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6957 +[2025-02-27 12:08:28,401 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0623 +[2025-02-27 12:08:28,456 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5360 +[2025-02-27 12:08:28,484 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9614 +[2025-02-27 12:08:28,525 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.7054 +[2025-02-27 12:08:28,563 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.7690 +[2025-02-27 12:08:28,595 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9435 +[2025-02-27 12:08:28,624 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3193 +[2025-02-27 12:08:28,677 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1643 +[2025-02-27 12:08:28,722 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.2369 +[2025-02-27 12:08:28,772 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5239 +[2025-02-27 12:08:28,820 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4575 +[2025-02-27 12:08:28,860 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.7865 +[2025-02-27 12:08:28,907 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6346 +[2025-02-27 12:08:28,935 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7881 +[2025-02-27 12:08:28,988 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.6906 +[2025-02-27 12:08:29,014 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.1754 +[2025-02-27 12:08:30,603 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:08:30,603 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:08:30,603 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] wall : 0.7843 0.8988 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] floor : 0.9545 0.9804 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] cabinet : 0.4585 0.5302 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] bed : 0.6288 0.8451 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] chair : 0.8370 0.9026 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] sofa : 0.7835 0.8323 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] table : 0.5616 0.6092 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] door : 0.4542 0.6651 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] window : 0.4534 0.5193 +[2025-02-27 12:08:30,603 INFO hook.py line 232 3679208] bookshelf : 0.6715 0.7171 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] picture : 0.2315 0.3595 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] counter : 0.5093 0.6241 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] desk : 0.4605 0.8454 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] curtain : 0.5501 0.7824 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] refridgerator : 0.1984 0.2013 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] shower curtain : 0.5637 0.7015 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] toilet : 0.8766 0.9171 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] sink : 0.4283 0.7176 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] bathtub : 0.8015 0.9078 +[2025-02-27 12:08:30,604 INFO hook.py line 232 3679208] otherfurniture : 0.3733 0.6045 +[2025-02-27 12:08:30,604 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:08:30,604 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5790/0.7081/0.8387. +[2025-02-27 12:08:30,605 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:08:30,617 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:08:30,618 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:08:56,532 INFO hook.py line 109 3679208] Train: [18/100][50/300] Data 0.004 (0.006) Batch 0.340 (0.373) Remain 02:34:20 loss: 0.6747 Lr: 5.76046e-03 +[2025-02-27 12:09:14,161 INFO hook.py line 109 3679208] Train: [18/100][100/300] Data 0.004 (0.006) Batch 0.303 (0.362) Remain 02:29:44 loss: 0.7664 Lr: 5.75394e-03 +[2025-02-27 12:09:31,847 INFO hook.py line 109 3679208] Train: [18/100][150/300] Data 0.004 (0.006) Batch 0.396 (0.359) Remain 02:28:14 loss: 1.0145 Lr: 5.74735e-03 +[2025-02-27 12:09:49,446 INFO hook.py line 109 3679208] Train: [18/100][200/300] Data 0.003 (0.006) Batch 0.303 (0.358) Remain 02:27:10 loss: 0.8912 Lr: 5.74066e-03 +[2025-02-27 12:10:04,722 INFO hook.py line 109 3679208] Train: [18/100][250/300] Data 0.004 (0.006) Batch 0.271 (0.347) Remain 02:22:33 loss: 0.7534 Lr: 5.73390e-03 +[2025-02-27 12:10:17,313 INFO hook.py line 109 3679208] Train: [18/100][300/300] Data 0.002 (0.005) Batch 0.202 (0.331) Remain 02:15:41 loss: 0.9584 Lr: 5.72705e-03 +[2025-02-27 12:10:17,315 INFO misc.py line 135 3679208] Train result: loss: 0.7974 +[2025-02-27 12:10:17,415 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:10:36,800 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2699 +[2025-02-27 12:10:36,858 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.9792 +[2025-02-27 12:10:36,916 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5860 +[2025-02-27 12:10:36,972 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5507 +[2025-02-27 12:10:37,022 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4668 +[2025-02-27 12:10:37,072 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.4279 +[2025-02-27 12:10:37,122 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8177 +[2025-02-27 12:10:37,149 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.5769 +[2025-02-27 12:10:37,199 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1452 +[2025-02-27 12:10:37,246 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.4194 +[2025-02-27 12:10:37,317 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5539 +[2025-02-27 12:10:37,361 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1662 +[2025-02-27 12:10:37,615 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.0234 +[2025-02-27 12:10:37,656 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.5897 +[2025-02-27 12:10:37,699 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4098 +[2025-02-27 12:10:37,747 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1445 +[2025-02-27 12:10:37,787 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8864 +[2025-02-27 12:10:37,823 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7520 +[2025-02-27 12:10:37,864 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8514 +[2025-02-27 12:10:37,895 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1017 +[2025-02-27 12:10:37,929 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2746 +[2025-02-27 12:10:37,968 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2900 +[2025-02-27 12:10:37,996 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7933 +[2025-02-27 12:10:38,039 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0660 +[2025-02-27 12:10:38,079 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9236 +[2025-02-27 12:10:38,122 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6906 +[2025-02-27 12:10:38,171 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.0520 +[2025-02-27 12:10:38,212 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5956 +[2025-02-27 12:10:38,244 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3930 +[2025-02-27 12:10:38,296 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5697 +[2025-02-27 12:10:38,349 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5669 +[2025-02-27 12:10:38,385 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5866 +[2025-02-27 12:10:38,438 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2541 +[2025-02-27 12:10:38,480 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0135 +[2025-02-27 12:10:38,514 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3637 +[2025-02-27 12:10:38,556 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.6759 +[2025-02-27 12:10:38,595 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5569 +[2025-02-27 12:10:38,628 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3481 +[2025-02-27 12:10:38,694 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4250 +[2025-02-27 12:10:38,741 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7534 +[2025-02-27 12:10:38,785 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1515 +[2025-02-27 12:10:38,817 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2438 +[2025-02-27 12:10:38,858 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3663 +[2025-02-27 12:10:38,911 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5946 +[2025-02-27 12:10:38,947 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5547 +[2025-02-27 12:10:38,993 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6451 +[2025-02-27 12:10:39,028 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.5872 +[2025-02-27 12:10:39,058 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6454 +[2025-02-27 12:10:39,086 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1321 +[2025-02-27 12:10:39,115 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0415 +[2025-02-27 12:10:39,143 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0425 +[2025-02-27 12:10:39,174 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.2405 +[2025-02-27 12:10:39,198 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4863 +[2025-02-27 12:10:39,230 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.2703 +[2025-02-27 12:10:39,263 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0873 +[2025-02-27 12:10:39,300 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.3092 +[2025-02-27 12:10:39,330 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8778 +[2025-02-27 12:10:39,355 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5911 +[2025-02-27 12:10:39,391 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8686 +[2025-02-27 12:10:39,422 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.0925 +[2025-02-27 12:10:39,444 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6777 +[2025-02-27 12:10:39,475 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6058 +[2025-02-27 12:10:39,507 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9048 +[2025-02-27 12:10:39,559 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2618 +[2025-02-27 12:10:39,584 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0965 +[2025-02-27 12:10:39,620 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.0266 +[2025-02-27 12:10:39,654 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5880 +[2025-02-27 12:10:39,684 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1403 +[2025-02-27 12:10:39,710 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3468 +[2025-02-27 12:10:39,762 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1159 +[2025-02-27 12:10:39,801 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9923 +[2025-02-27 12:10:39,849 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.6518 +[2025-02-27 12:10:39,895 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5721 +[2025-02-27 12:10:39,932 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1319 +[2025-02-27 12:10:39,978 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5332 +[2025-02-27 12:10:40,003 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.0071 +[2025-02-27 12:10:40,055 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4318 +[2025-02-27 12:10:40,078 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4576 +[2025-02-27 12:10:41,218 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:10:41,219 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:10:41,219 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] wall : 0.7838 0.9182 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] floor : 0.9548 0.9821 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] cabinet : 0.4521 0.5045 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] bed : 0.7211 0.8423 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] chair : 0.8105 0.9415 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] sofa : 0.7112 0.9194 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] table : 0.6374 0.7492 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] door : 0.4987 0.6159 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] window : 0.3913 0.4639 +[2025-02-27 12:10:41,219 INFO hook.py line 232 3679208] bookshelf : 0.7024 0.9114 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] picture : 0.1700 0.1843 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] counter : 0.5586 0.6647 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] desk : 0.4245 0.5116 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] curtain : 0.5383 0.8185 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] refridgerator : 0.3666 0.6622 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] shower curtain : 0.4978 0.5639 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] toilet : 0.8407 0.9490 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] sink : 0.5706 0.6892 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] bathtub : 0.7500 0.9179 +[2025-02-27 12:10:41,220 INFO hook.py line 232 3679208] otherfurniture : 0.3858 0.4869 +[2025-02-27 12:10:41,220 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:10:41,220 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5883/0.7148/0.8475. +[2025-02-27 12:10:41,221 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:10:41,228 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:10:41,228 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:11:00,907 INFO hook.py line 109 3679208] Train: [19/100][50/300] Data 0.003 (0.016) Batch 0.242 (0.276) Remain 01:53:07 loss: 0.7585 Lr: 5.72011e-03 +[2025-02-27 12:11:16,734 INFO hook.py line 109 3679208] Train: [19/100][100/300] Data 0.003 (0.011) Batch 0.398 (0.297) Remain 02:01:19 loss: 0.9670 Lr: 5.71310e-03 +[2025-02-27 12:11:34,527 INFO hook.py line 109 3679208] Train: [19/100][150/300] Data 0.004 (0.009) Batch 0.387 (0.317) Remain 02:09:12 loss: 0.7093 Lr: 5.70600e-03 +[2025-02-27 12:11:51,931 INFO hook.py line 109 3679208] Train: [19/100][200/300] Data 0.008 (0.008) Batch 0.328 (0.325) Remain 02:12:08 loss: 0.8177 Lr: 5.69882e-03 +[2025-02-27 12:12:10,042 INFO hook.py line 109 3679208] Train: [19/100][250/300] Data 0.003 (0.008) Batch 0.303 (0.333) Remain 02:14:56 loss: 0.6943 Lr: 5.69156e-03 +[2025-02-27 12:12:24,097 INFO hook.py line 109 3679208] Train: [19/100][300/300] Data 0.001 (0.007) Batch 0.199 (0.324) Remain 02:11:09 loss: 0.7505 Lr: 5.68422e-03 +[2025-02-27 12:12:24,098 INFO misc.py line 135 3679208] Train result: loss: 0.7966 +[2025-02-27 12:12:24,190 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:12:43,154 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2953 +[2025-02-27 12:12:43,220 INFO hook.py line 289 3679208] Test: [2/78] Loss 1.1461 +[2025-02-27 12:12:43,284 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.7039 +[2025-02-27 12:12:43,351 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6260 +[2025-02-27 12:12:43,400 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.7091 +[2025-02-27 12:12:43,468 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6544 +[2025-02-27 12:12:43,984 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8250 +[2025-02-27 12:12:44,025 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4899 +[2025-02-27 12:12:44,084 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0763 +[2025-02-27 12:12:44,884 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0271 +[2025-02-27 12:12:44,944 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7514 +[2025-02-27 12:12:44,990 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0274 +[2025-02-27 12:12:45,036 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.0596 +[2025-02-27 12:12:45,077 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9604 +[2025-02-27 12:12:45,114 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.0096 +[2025-02-27 12:12:45,158 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.7594 +[2025-02-27 12:12:45,193 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7545 +[2025-02-27 12:12:45,227 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.0827 +[2025-02-27 12:12:45,276 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0162 +[2025-02-27 12:12:45,308 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1451 +[2025-02-27 12:12:45,343 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3378 +[2025-02-27 12:12:45,384 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.8137 +[2025-02-27 12:12:45,421 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.3268 +[2025-02-27 12:12:45,480 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7816 +[2025-02-27 12:12:45,529 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9408 +[2025-02-27 12:12:45,568 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7606 +[2025-02-27 12:12:45,617 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.7337 +[2025-02-27 12:12:45,651 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.8131 +[2025-02-27 12:12:45,690 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.4576 +[2025-02-27 12:12:45,743 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.8433 +[2025-02-27 12:12:45,797 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6443 +[2025-02-27 12:12:45,829 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.8085 +[2025-02-27 12:12:45,879 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4957 +[2025-02-27 12:12:45,927 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.3094 +[2025-02-27 12:12:45,978 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.8683 +[2025-02-27 12:12:46,026 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.7543 +[2025-02-27 12:12:46,077 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.8625 +[2025-02-27 12:12:46,117 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4906 +[2025-02-27 12:12:46,184 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8809 +[2025-02-27 12:12:46,228 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.1530 +[2025-02-27 12:12:46,271 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1589 +[2025-02-27 12:12:46,308 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.3733 +[2025-02-27 12:12:46,343 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.4249 +[2025-02-27 12:12:46,403 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7193 +[2025-02-27 12:12:46,448 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.8612 +[2025-02-27 12:12:46,500 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7630 +[2025-02-27 12:12:46,543 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.5861 +[2025-02-27 12:12:46,578 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.8964 +[2025-02-27 12:12:46,622 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2759 +[2025-02-27 12:12:46,659 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1982 +[2025-02-27 12:12:46,687 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.2307 +[2025-02-27 12:12:46,722 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1185 +[2025-02-27 12:12:46,750 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.7568 +[2025-02-27 12:12:46,785 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.2274 +[2025-02-27 12:12:46,821 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.3816 +[2025-02-27 12:12:46,859 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.9990 +[2025-02-27 12:12:46,892 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.0290 +[2025-02-27 12:12:46,918 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8577 +[2025-02-27 12:12:46,964 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.6753 +[2025-02-27 12:12:46,999 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8909 +[2025-02-27 12:12:47,027 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8922 +[2025-02-27 12:12:47,060 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6025 +[2025-02-27 12:12:47,104 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2955 +[2025-02-27 12:12:47,157 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6089 +[2025-02-27 12:12:47,187 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1941 +[2025-02-27 12:12:47,228 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.1161 +[2025-02-27 12:12:47,266 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.8781 +[2025-02-27 12:12:47,299 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2670 +[2025-02-27 12:12:47,333 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.5262 +[2025-02-27 12:12:47,388 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.3103 +[2025-02-27 12:12:47,431 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.3811 +[2025-02-27 12:12:47,482 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.6342 +[2025-02-27 12:12:47,531 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.6083 +[2025-02-27 12:12:47,572 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8929 +[2025-02-27 12:12:47,620 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.9040 +[2025-02-27 12:12:47,649 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.0602 +[2025-02-27 12:12:47,704 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.8469 +[2025-02-27 12:12:47,731 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.4181 +[2025-02-27 12:12:49,289 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:12:49,289 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:12:49,289 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] wall : 0.6800 0.7622 +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] floor : 0.9553 0.9757 +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] cabinet : 0.2956 0.7185 +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] bed : 0.6179 0.8627 +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] chair : 0.8322 0.8868 +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] sofa : 0.6823 0.9210 +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] table : 0.6231 0.7257 +[2025-02-27 12:12:49,290 INFO hook.py line 232 3679208] door : 0.4747 0.5646 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] window : 0.3640 0.3885 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] bookshelf : 0.5351 0.9297 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] picture : 0.1880 0.3414 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] counter : 0.4587 0.8124 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] desk : 0.4899 0.7839 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] curtain : 0.5659 0.6244 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] refridgerator : 0.3685 0.6073 +[2025-02-27 12:12:49,291 INFO hook.py line 232 3679208] shower curtain : 0.5095 0.6100 +[2025-02-27 12:12:49,292 INFO hook.py line 232 3679208] toilet : 0.6957 0.9626 +[2025-02-27 12:12:49,292 INFO hook.py line 232 3679208] sink : 0.4384 0.8132 +[2025-02-27 12:12:49,292 INFO hook.py line 232 3679208] bathtub : 0.6350 0.9295 +[2025-02-27 12:12:49,292 INFO hook.py line 232 3679208] otherfurniture : 0.3851 0.4496 +[2025-02-27 12:12:49,292 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:12:49,292 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.5397/0.7335/0.8005. +[2025-02-27 12:12:49,293 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:12:49,302 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:12:49,304 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:13:15,465 INFO hook.py line 109 3679208] Train: [20/100][50/300] Data 0.014 (0.011) Batch 0.412 (0.352) Remain 02:22:20 loss: 0.7251 Lr: 5.67680e-03 +[2025-02-27 12:13:33,082 INFO hook.py line 109 3679208] Train: [20/100][100/300] Data 0.003 (0.009) Batch 0.392 (0.352) Remain 02:22:06 loss: 0.8296 Lr: 5.66929e-03 +[2025-02-27 12:13:49,787 INFO hook.py line 109 3679208] Train: [20/100][150/300] Data 0.003 (0.008) Batch 0.280 (0.346) Remain 02:19:19 loss: 0.6804 Lr: 5.66170e-03 +[2025-02-27 12:14:07,373 INFO hook.py line 109 3679208] Train: [20/100][200/300] Data 0.008 (0.008) Batch 0.390 (0.348) Remain 02:19:35 loss: 0.6067 Lr: 5.65403e-03 +[2025-02-27 12:14:25,017 INFO hook.py line 109 3679208] Train: [20/100][250/300] Data 0.008 (0.008) Batch 0.336 (0.349) Remain 02:19:44 loss: 0.7129 Lr: 5.64629e-03 +[2025-02-27 12:14:39,032 INFO hook.py line 109 3679208] Train: [20/100][300/300] Data 0.002 (0.007) Batch 0.206 (0.337) Remain 02:14:51 loss: 0.6620 Lr: 5.63846e-03 +[2025-02-27 12:14:39,033 INFO misc.py line 135 3679208] Train result: loss: 0.7887 +[2025-02-27 12:14:39,125 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:14:56,258 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2005 +[2025-02-27 12:14:56,430 INFO hook.py line 289 3679208] Test: [2/78] Loss 1.0457 +[2025-02-27 12:14:56,469 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3864 +[2025-02-27 12:14:56,522 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6317 +[2025-02-27 12:14:56,567 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4819 +[2025-02-27 12:14:56,625 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.9482 +[2025-02-27 12:14:56,736 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8806 +[2025-02-27 12:14:56,772 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3326 +[2025-02-27 12:14:56,824 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1228 +[2025-02-27 12:14:56,868 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.1730 +[2025-02-27 12:14:56,918 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4913 +[2025-02-27 12:14:56,955 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.2435 +[2025-02-27 12:14:57,006 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.1394 +[2025-02-27 12:14:57,051 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8331 +[2025-02-27 12:14:57,668 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.6150 +[2025-02-27 12:14:57,718 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1816 +[2025-02-27 12:14:57,756 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.4954 +[2025-02-27 12:14:57,790 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6929 +[2025-02-27 12:14:57,830 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3776 +[2025-02-27 12:14:57,865 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0066 +[2025-02-27 12:14:57,900 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3447 +[2025-02-27 12:14:57,937 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4712 +[2025-02-27 12:14:57,965 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0452 +[2025-02-27 12:14:58,018 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9005 +[2025-02-27 12:14:58,062 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9652 +[2025-02-27 12:14:58,107 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7316 +[2025-02-27 12:14:58,154 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2462 +[2025-02-27 12:14:58,188 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6344 +[2025-02-27 12:14:58,231 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.4177 +[2025-02-27 12:14:58,281 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.8206 +[2025-02-27 12:14:58,335 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4000 +[2025-02-27 12:14:58,375 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7798 +[2025-02-27 12:14:58,425 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1794 +[2025-02-27 12:14:58,463 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.2459 +[2025-02-27 12:14:58,499 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3575 +[2025-02-27 12:14:58,539 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.1253 +[2025-02-27 12:14:58,578 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5702 +[2025-02-27 12:14:58,606 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4308 +[2025-02-27 12:14:58,663 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8511 +[2025-02-27 12:14:58,712 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.0566 +[2025-02-27 12:14:58,753 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0726 +[2025-02-27 12:14:58,794 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2907 +[2025-02-27 12:14:58,835 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2357 +[2025-02-27 12:14:58,885 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.9393 +[2025-02-27 12:14:58,918 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5183 +[2025-02-27 12:14:58,964 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5138 +[2025-02-27 12:14:59,001 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.6436 +[2025-02-27 12:14:59,030 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5115 +[2025-02-27 12:14:59,059 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9729 +[2025-02-27 12:14:59,091 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.8338 +[2025-02-27 12:14:59,122 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7515 +[2025-02-27 12:14:59,159 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1040 +[2025-02-27 12:14:59,183 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2667 +[2025-02-27 12:14:59,215 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.9616 +[2025-02-27 12:14:59,249 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1929 +[2025-02-27 12:14:59,287 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.3630 +[2025-02-27 12:14:59,325 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.0397 +[2025-02-27 12:14:59,355 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5314 +[2025-02-27 12:14:59,391 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.0408 +[2025-02-27 12:14:59,424 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.0554 +[2025-02-27 12:14:59,451 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9709 +[2025-02-27 12:14:59,483 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7055 +[2025-02-27 12:14:59,515 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.4442 +[2025-02-27 12:14:59,570 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5399 +[2025-02-27 12:14:59,595 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9888 +[2025-02-27 12:14:59,634 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.9646 +[2025-02-27 12:14:59,669 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.0848 +[2025-02-27 12:14:59,699 INFO hook.py line 289 3679208] Test: [68/78] Loss 2.0369 +[2025-02-27 12:14:59,728 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3677 +[2025-02-27 12:14:59,781 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2797 +[2025-02-27 12:14:59,820 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1609 +[2025-02-27 12:14:59,871 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.6081 +[2025-02-27 12:14:59,917 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2893 +[2025-02-27 12:14:59,957 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8992 +[2025-02-27 12:15:00,004 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.3082 +[2025-02-27 12:15:00,034 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7736 +[2025-02-27 12:15:00,087 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4338 +[2025-02-27 12:15:00,111 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6777 +[2025-02-27 12:15:01,453 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:15:01,453 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:15:01,453 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] wall : 0.7883 0.9054 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] floor : 0.9520 0.9689 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] cabinet : 0.4739 0.5216 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] bed : 0.7667 0.8425 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] chair : 0.8533 0.9376 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] sofa : 0.7159 0.7829 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] table : 0.6355 0.8347 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] door : 0.4805 0.5666 +[2025-02-27 12:15:01,453 INFO hook.py line 232 3679208] window : 0.4616 0.7461 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] bookshelf : 0.7552 0.8341 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] picture : 0.2231 0.3963 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] counter : 0.5700 0.7779 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] desk : 0.5193 0.7099 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] curtain : 0.5262 0.6764 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] refridgerator : 0.4345 0.4970 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] shower curtain : 0.6278 0.7364 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] toilet : 0.8682 0.9557 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] sink : 0.5888 0.6725 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] bathtub : 0.8251 0.9009 +[2025-02-27 12:15:01,454 INFO hook.py line 232 3679208] otherfurniture : 0.4446 0.6037 +[2025-02-27 12:15:01,454 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:15:01,454 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6255/0.7434/0.8536. +[2025-02-27 12:15:01,454 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:15:01,463 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:15:01,463 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:15:24,250 INFO hook.py line 109 3679208] Train: [21/100][50/300] Data 0.011 (0.010) Batch 0.272 (0.324) Remain 02:09:13 loss: 0.7075 Lr: 5.63055e-03 +[2025-02-27 12:15:39,662 INFO hook.py line 109 3679208] Train: [21/100][100/300] Data 0.009 (0.008) Batch 0.327 (0.316) Remain 02:05:46 loss: 0.9636 Lr: 5.62256e-03 +[2025-02-27 12:15:55,176 INFO hook.py line 109 3679208] Train: [21/100][150/300] Data 0.002 (0.007) Batch 0.305 (0.314) Remain 02:04:46 loss: 0.7991 Lr: 5.61449e-03 +[2025-02-27 12:16:10,229 INFO hook.py line 109 3679208] Train: [21/100][200/300] Data 0.003 (0.006) Batch 0.282 (0.311) Remain 02:03:12 loss: 0.8959 Lr: 5.60634e-03 +[2025-02-27 12:16:23,984 INFO hook.py line 109 3679208] Train: [21/100][250/300] Data 0.005 (0.006) Batch 0.244 (0.303) Remain 02:00:06 loss: 0.5710 Lr: 5.59812e-03 +[2025-02-27 12:16:35,196 INFO hook.py line 109 3679208] Train: [21/100][300/300] Data 0.003 (0.005) Batch 0.218 (0.290) Remain 01:54:35 loss: 0.6352 Lr: 5.58981e-03 +[2025-02-27 12:16:35,197 INFO misc.py line 135 3679208] Train result: loss: 0.7736 +[2025-02-27 12:16:35,278 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:16:54,371 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1972 +[2025-02-27 12:16:54,418 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7568 +[2025-02-27 12:16:56,058 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3875 +[2025-02-27 12:16:56,104 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4729 +[2025-02-27 12:16:56,156 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3439 +[2025-02-27 12:16:56,261 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.2297 +[2025-02-27 12:16:56,308 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4820 +[2025-02-27 12:16:56,344 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.6008 +[2025-02-27 12:16:56,394 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9740 +[2025-02-27 12:16:56,432 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8121 +[2025-02-27 12:16:56,496 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6545 +[2025-02-27 12:16:56,540 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8209 +[2025-02-27 12:16:56,593 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3221 +[2025-02-27 12:16:56,639 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8353 +[2025-02-27 12:16:56,686 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8624 +[2025-02-27 12:16:56,732 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1752 +[2025-02-27 12:16:56,782 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7995 +[2025-02-27 12:16:56,828 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.1743 +[2025-02-27 12:16:56,879 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9078 +[2025-02-27 12:16:56,914 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9842 +[2025-02-27 12:16:56,959 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3483 +[2025-02-27 12:16:57,004 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1820 +[2025-02-27 12:16:57,046 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9745 +[2025-02-27 12:16:57,096 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7123 +[2025-02-27 12:16:57,144 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8583 +[2025-02-27 12:16:57,191 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5980 +[2025-02-27 12:16:57,240 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3144 +[2025-02-27 12:16:57,286 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4190 +[2025-02-27 12:16:57,333 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3715 +[2025-02-27 12:16:57,387 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.8481 +[2025-02-27 12:16:57,451 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5962 +[2025-02-27 12:16:57,485 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5320 +[2025-02-27 12:16:57,540 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2079 +[2025-02-27 12:16:57,587 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9677 +[2025-02-27 12:16:57,623 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5320 +[2025-02-27 12:16:57,661 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8838 +[2025-02-27 12:16:57,704 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7364 +[2025-02-27 12:16:57,745 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3858 +[2025-02-27 12:16:57,806 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6745 +[2025-02-27 12:16:57,865 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6177 +[2025-02-27 12:16:57,911 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1604 +[2025-02-27 12:16:57,942 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2564 +[2025-02-27 12:16:57,988 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2418 +[2025-02-27 12:16:58,054 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5957 +[2025-02-27 12:16:58,089 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5837 +[2025-02-27 12:16:58,133 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7627 +[2025-02-27 12:16:58,169 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8332 +[2025-02-27 12:16:58,200 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7462 +[2025-02-27 12:16:58,231 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8763 +[2025-02-27 12:16:58,262 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.2386 +[2025-02-27 12:16:58,294 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.3094 +[2025-02-27 12:16:58,332 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0735 +[2025-02-27 12:16:58,366 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3240 +[2025-02-27 12:16:58,401 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3931 +[2025-02-27 12:16:58,437 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1247 +[2025-02-27 12:16:58,475 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2515 +[2025-02-27 12:16:58,506 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7658 +[2025-02-27 12:16:58,531 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6773 +[2025-02-27 12:16:58,568 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8575 +[2025-02-27 12:16:58,600 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6595 +[2025-02-27 12:16:58,625 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7689 +[2025-02-27 12:16:58,662 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.8194 +[2025-02-27 12:16:58,696 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1953 +[2025-02-27 12:16:58,749 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4674 +[2025-02-27 12:16:58,776 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.4103 +[2025-02-27 12:16:58,815 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6327 +[2025-02-27 12:16:58,852 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6142 +[2025-02-27 12:16:58,885 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0820 +[2025-02-27 12:16:58,915 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4015 +[2025-02-27 12:16:58,969 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9215 +[2025-02-27 12:16:59,015 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9242 +[2025-02-27 12:16:59,067 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.6328 +[2025-02-27 12:16:59,115 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5599 +[2025-02-27 12:16:59,165 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8718 +[2025-02-27 12:16:59,220 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6080 +[2025-02-27 12:16:59,251 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9731 +[2025-02-27 12:16:59,306 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5939 +[2025-02-27 12:16:59,332 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.8987 +[2025-02-27 12:17:00,833 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:17:00,833 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:17:00,833 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] wall : 0.8040 0.9196 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] floor : 0.9518 0.9841 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] cabinet : 0.5489 0.6498 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] bed : 0.6743 0.8155 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] chair : 0.8305 0.9376 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] sofa : 0.7411 0.7837 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] table : 0.5922 0.6766 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] door : 0.5270 0.6214 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] window : 0.4937 0.6249 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] bookshelf : 0.6855 0.9079 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] picture : 0.2468 0.2994 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] counter : 0.6114 0.7410 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] desk : 0.4893 0.7951 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] curtain : 0.5407 0.5688 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] refridgerator : 0.4449 0.5776 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] shower curtain : 0.5238 0.7464 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] toilet : 0.8702 0.9767 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] sink : 0.5988 0.6887 +[2025-02-27 12:17:00,833 INFO hook.py line 232 3679208] bathtub : 0.7027 0.9207 +[2025-02-27 12:17:00,834 INFO hook.py line 232 3679208] otherfurniture : 0.4248 0.5560 +[2025-02-27 12:17:00,834 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:17:00,834 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6151/0.7396/0.8579. +[2025-02-27 12:17:00,834 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:17:00,843 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:17:00,843 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:17:27,075 INFO hook.py line 109 3679208] Train: [22/100][50/300] Data 0.004 (0.006) Batch 0.364 (0.367) Remain 02:24:50 loss: 0.6600 Lr: 5.58143e-03 +[2025-02-27 12:17:44,611 INFO hook.py line 109 3679208] Train: [22/100][100/300] Data 0.004 (0.007) Batch 0.355 (0.359) Remain 02:21:08 loss: 0.7359 Lr: 5.57296e-03 +[2025-02-27 12:18:02,559 INFO hook.py line 109 3679208] Train: [22/100][150/300] Data 0.006 (0.006) Batch 0.331 (0.359) Remain 02:20:51 loss: 0.6404 Lr: 5.56442e-03 +[2025-02-27 12:18:19,662 INFO hook.py line 109 3679208] Train: [22/100][200/300] Data 0.004 (0.006) Batch 0.392 (0.355) Remain 02:18:52 loss: 0.6806 Lr: 5.55580e-03 +[2025-02-27 12:18:37,496 INFO hook.py line 109 3679208] Train: [22/100][250/300] Data 0.007 (0.007) Batch 0.355 (0.355) Remain 02:18:44 loss: 0.5882 Lr: 5.54711e-03 +[2025-02-27 12:18:51,285 INFO hook.py line 109 3679208] Train: [22/100][300/300] Data 0.001 (0.006) Batch 0.203 (0.342) Remain 02:13:15 loss: 0.6885 Lr: 5.53833e-03 +[2025-02-27 12:18:51,286 INFO misc.py line 135 3679208] Train result: loss: 0.7481 +[2025-02-27 12:18:51,366 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:19:09,540 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1854 +[2025-02-27 12:19:10,753 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7768 +[2025-02-27 12:19:10,806 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4298 +[2025-02-27 12:19:10,860 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6233 +[2025-02-27 12:19:10,916 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5152 +[2025-02-27 12:19:10,974 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8103 +[2025-02-27 12:19:11,304 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8278 +[2025-02-27 12:19:11,348 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4311 +[2025-02-27 12:19:11,390 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1448 +[2025-02-27 12:19:11,429 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7602 +[2025-02-27 12:19:11,484 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6696 +[2025-02-27 12:19:11,534 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.7317 +[2025-02-27 12:19:11,596 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4548 +[2025-02-27 12:19:11,811 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9070 +[2025-02-27 12:19:11,852 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.5076 +[2025-02-27 12:19:11,901 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.5130 +[2025-02-27 12:19:11,945 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7885 +[2025-02-27 12:19:11,988 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7130 +[2025-02-27 12:19:12,030 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0143 +[2025-02-27 12:19:12,065 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9348 +[2025-02-27 12:19:12,107 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3229 +[2025-02-27 12:19:12,147 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1429 +[2025-02-27 12:19:12,176 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.1136 +[2025-02-27 12:19:12,223 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.1313 +[2025-02-27 12:19:12,274 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0222 +[2025-02-27 12:19:12,331 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7739 +[2025-02-27 12:19:12,392 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3103 +[2025-02-27 12:19:12,439 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6826 +[2025-02-27 12:19:12,473 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3283 +[2025-02-27 12:19:12,525 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5938 +[2025-02-27 12:19:12,579 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5931 +[2025-02-27 12:19:12,613 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7082 +[2025-02-27 12:19:12,670 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2388 +[2025-02-27 12:19:12,712 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0096 +[2025-02-27 12:19:12,748 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3341 +[2025-02-27 12:19:12,792 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.2850 +[2025-02-27 12:19:12,829 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6164 +[2025-02-27 12:19:12,870 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3369 +[2025-02-27 12:19:12,934 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6064 +[2025-02-27 12:19:12,983 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5739 +[2025-02-27 12:19:13,028 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9751 +[2025-02-27 12:19:13,055 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2083 +[2025-02-27 12:19:13,098 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2552 +[2025-02-27 12:19:13,151 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5843 +[2025-02-27 12:19:13,188 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6674 +[2025-02-27 12:19:13,234 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6288 +[2025-02-27 12:19:13,271 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8833 +[2025-02-27 12:19:13,309 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.9384 +[2025-02-27 12:19:13,340 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2901 +[2025-02-27 12:19:13,370 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1343 +[2025-02-27 12:19:13,400 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9900 +[2025-02-27 12:19:13,436 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1686 +[2025-02-27 12:19:13,466 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2820 +[2025-02-27 12:19:13,500 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.7120 +[2025-02-27 12:19:13,536 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0896 +[2025-02-27 12:19:13,576 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2813 +[2025-02-27 12:19:13,609 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7976 +[2025-02-27 12:19:13,634 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8824 +[2025-02-27 12:19:13,671 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.1629 +[2025-02-27 12:19:13,705 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6591 +[2025-02-27 12:19:13,732 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9865 +[2025-02-27 12:19:13,768 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6211 +[2025-02-27 12:19:13,802 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.4884 +[2025-02-27 12:19:13,855 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4448 +[2025-02-27 12:19:13,882 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9970 +[2025-02-27 12:19:13,921 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6260 +[2025-02-27 12:19:13,957 INFO hook.py line 289 3679208] Test: [67/78] Loss 1.1192 +[2025-02-27 12:19:13,991 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8600 +[2025-02-27 12:19:14,020 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2927 +[2025-02-27 12:19:14,074 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8508 +[2025-02-27 12:19:14,114 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8471 +[2025-02-27 12:19:14,164 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3984 +[2025-02-27 12:19:14,211 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5071 +[2025-02-27 12:19:14,251 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.6054 +[2025-02-27 12:19:14,298 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7889 +[2025-02-27 12:19:14,327 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8129 +[2025-02-27 12:19:14,382 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4957 +[2025-02-27 12:19:14,407 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.1158 +[2025-02-27 12:19:15,745 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:19:15,746 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:19:15,746 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] wall : 0.7897 0.9178 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] floor : 0.9572 0.9811 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] cabinet : 0.5081 0.7014 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] bed : 0.7502 0.8137 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] chair : 0.8735 0.9147 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] sofa : 0.7475 0.8930 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] table : 0.5942 0.6558 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] door : 0.5175 0.6231 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] window : 0.4517 0.5309 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] bookshelf : 0.7333 0.8187 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] picture : 0.2379 0.4692 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] counter : 0.4574 0.8080 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] desk : 0.4391 0.5045 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] curtain : 0.5724 0.6190 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] refridgerator : 0.4677 0.5730 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] shower curtain : 0.3919 0.4309 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] toilet : 0.8685 0.8968 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] sink : 0.5714 0.7716 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] bathtub : 0.8408 0.8687 +[2025-02-27 12:19:15,746 INFO hook.py line 232 3679208] otherfurniture : 0.4105 0.6640 +[2025-02-27 12:19:15,746 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:19:15,746 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6090/0.7228/0.8528. +[2025-02-27 12:19:15,746 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:19:15,752 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:19:15,752 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:19:41,441 INFO hook.py line 109 3679208] Train: [23/100][50/300] Data 0.007 (0.007) Batch 0.348 (0.384) Remain 02:29:17 loss: 0.6736 Lr: 5.52948e-03 +[2025-02-27 12:19:59,327 INFO hook.py line 109 3679208] Train: [23/100][100/300] Data 0.004 (0.006) Batch 0.364 (0.370) Remain 02:23:46 loss: 0.6316 Lr: 5.52055e-03 +[2025-02-27 12:20:15,404 INFO hook.py line 109 3679208] Train: [23/100][150/300] Data 0.004 (0.006) Batch 0.317 (0.354) Remain 02:17:03 loss: 0.7875 Lr: 5.51155e-03 +[2025-02-27 12:20:31,001 INFO hook.py line 109 3679208] Train: [23/100][200/300] Data 0.003 (0.006) Batch 0.252 (0.343) Remain 02:12:39 loss: 0.8555 Lr: 5.50247e-03 +[2025-02-27 12:20:46,490 INFO hook.py line 109 3679208] Train: [23/100][250/300] Data 0.002 (0.006) Batch 0.308 (0.336) Remain 02:09:46 loss: 0.9044 Lr: 5.49331e-03 +[2025-02-27 12:20:58,656 INFO hook.py line 109 3679208] Train: [23/100][300/300] Data 0.002 (0.005) Batch 0.185 (0.321) Remain 02:03:27 loss: 0.5222 Lr: 5.48408e-03 +[2025-02-27 12:20:58,656 INFO misc.py line 135 3679208] Train result: loss: 0.7569 +[2025-02-27 12:20:58,731 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:21:12,306 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2731 +[2025-02-27 12:21:12,601 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4820 +[2025-02-27 12:21:13,404 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4050 +[2025-02-27 12:21:13,448 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6135 +[2025-02-27 12:21:13,483 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3435 +[2025-02-27 12:21:13,538 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.4633 +[2025-02-27 12:21:13,708 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.9260 +[2025-02-27 12:21:13,741 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4564 +[2025-02-27 12:21:13,784 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1179 +[2025-02-27 12:21:13,833 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7194 +[2025-02-27 12:21:13,875 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5461 +[2025-02-27 12:21:13,905 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1029 +[2025-02-27 12:21:13,949 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4138 +[2025-02-27 12:21:13,988 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.5372 +[2025-02-27 12:21:14,022 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.3112 +[2025-02-27 12:21:14,214 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3343 +[2025-02-27 12:21:14,248 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.0730 +[2025-02-27 12:21:14,280 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.1269 +[2025-02-27 12:21:14,320 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1850 +[2025-02-27 12:21:14,351 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9574 +[2025-02-27 12:21:14,383 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.4085 +[2025-02-27 12:21:14,418 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1877 +[2025-02-27 12:21:14,444 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9333 +[2025-02-27 12:21:14,484 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7756 +[2025-02-27 12:21:14,522 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0066 +[2025-02-27 12:21:14,559 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.9062 +[2025-02-27 12:21:14,605 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9445 +[2025-02-27 12:21:14,647 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6810 +[2025-02-27 12:21:14,683 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.4645 +[2025-02-27 12:21:14,736 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5239 +[2025-02-27 12:21:14,789 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6704 +[2025-02-27 12:21:14,825 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5825 +[2025-02-27 12:21:14,881 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.7104 +[2025-02-27 12:21:14,915 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0101 +[2025-02-27 12:21:14,950 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4287 +[2025-02-27 12:21:14,984 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.1211 +[2025-02-27 12:21:15,019 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5671 +[2025-02-27 12:21:15,055 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4209 +[2025-02-27 12:21:15,112 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7433 +[2025-02-27 12:21:15,155 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4457 +[2025-02-27 12:21:15,195 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0347 +[2025-02-27 12:21:15,220 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2618 +[2025-02-27 12:21:15,262 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.4524 +[2025-02-27 12:21:15,313 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7574 +[2025-02-27 12:21:15,350 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6951 +[2025-02-27 12:21:15,395 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6969 +[2025-02-27 12:21:15,430 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.2179 +[2025-02-27 12:21:15,460 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6324 +[2025-02-27 12:21:15,489 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.4520 +[2025-02-27 12:21:15,516 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.6359 +[2025-02-27 12:21:15,542 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.5088 +[2025-02-27 12:21:15,571 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9687 +[2025-02-27 12:21:15,593 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3121 +[2025-02-27 12:21:15,623 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3094 +[2025-02-27 12:21:15,656 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.2009 +[2025-02-27 12:21:15,692 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2789 +[2025-02-27 12:21:15,720 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.2308 +[2025-02-27 12:21:15,742 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.9632 +[2025-02-27 12:21:15,778 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9557 +[2025-02-27 12:21:15,809 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9060 +[2025-02-27 12:21:15,832 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9404 +[2025-02-27 12:21:15,864 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.9985 +[2025-02-27 12:21:15,898 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.3243 +[2025-02-27 12:21:15,950 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7525 +[2025-02-27 12:21:15,976 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0211 +[2025-02-27 12:21:16,015 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.1463 +[2025-02-27 12:21:16,052 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6663 +[2025-02-27 12:21:16,082 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.4676 +[2025-02-27 12:21:16,109 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3727 +[2025-02-27 12:21:16,161 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.3187 +[2025-02-27 12:21:16,201 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0919 +[2025-02-27 12:21:16,249 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5885 +[2025-02-27 12:21:16,296 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5229 +[2025-02-27 12:21:16,333 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.3148 +[2025-02-27 12:21:16,380 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4347 +[2025-02-27 12:21:16,407 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7363 +[2025-02-27 12:21:16,460 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5886 +[2025-02-27 12:21:16,484 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4438 +[2025-02-27 12:21:17,901 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:21:17,901 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:21:17,901 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:21:17,901 INFO hook.py line 232 3679208] wall : 0.7922 0.8865 +[2025-02-27 12:21:17,901 INFO hook.py line 232 3679208] floor : 0.9506 0.9714 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] cabinet : 0.4864 0.6328 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] bed : 0.6166 0.6465 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] chair : 0.8403 0.9123 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] sofa : 0.7108 0.8032 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] table : 0.5757 0.8675 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] door : 0.5006 0.6773 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] window : 0.4739 0.6796 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] bookshelf : 0.6708 0.7494 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] picture : 0.2516 0.3486 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] counter : 0.5394 0.6664 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] desk : 0.4727 0.6368 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] curtain : 0.6167 0.7383 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] refridgerator : 0.4102 0.5191 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] shower curtain : 0.5643 0.6458 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] toilet : 0.9023 0.9430 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] sink : 0.5405 0.5702 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] bathtub : 0.7610 0.9365 +[2025-02-27 12:21:17,902 INFO hook.py line 232 3679208] otherfurniture : 0.3784 0.5604 +[2025-02-27 12:21:17,902 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:21:17,902 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6027/0.7196/0.8442. +[2025-02-27 12:21:17,903 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:21:17,913 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:21:17,914 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:21:44,009 INFO hook.py line 109 3679208] Train: [24/100][50/300] Data 0.003 (0.006) Batch 0.338 (0.375) Remain 02:23:58 loss: 0.9649 Lr: 5.47477e-03 +[2025-02-27 12:22:01,818 INFO hook.py line 109 3679208] Train: [24/100][100/300] Data 0.003 (0.007) Batch 0.359 (0.365) Remain 02:19:59 loss: 0.6849 Lr: 5.46539e-03 +[2025-02-27 12:22:19,851 INFO hook.py line 109 3679208] Train: [24/100][150/300] Data 0.014 (0.007) Batch 0.389 (0.364) Remain 02:19:05 loss: 0.7839 Lr: 5.45593e-03 +[2025-02-27 12:22:37,913 INFO hook.py line 109 3679208] Train: [24/100][200/300] Data 0.007 (0.007) Batch 0.324 (0.363) Remain 02:18:33 loss: 0.6370 Lr: 5.44640e-03 +[2025-02-27 12:22:55,632 INFO hook.py line 109 3679208] Train: [24/100][250/300] Data 0.013 (0.007) Batch 0.375 (0.361) Remain 02:17:35 loss: 0.8398 Lr: 5.43679e-03 +[2025-02-27 12:23:09,290 INFO hook.py line 109 3679208] Train: [24/100][300/300] Data 0.002 (0.006) Batch 0.230 (0.346) Remain 02:11:38 loss: 0.5891 Lr: 5.42711e-03 +[2025-02-27 12:23:09,291 INFO misc.py line 135 3679208] Train result: loss: 0.7393 +[2025-02-27 12:23:09,380 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:23:28,745 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1772 +[2025-02-27 12:23:29,123 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8247 +[2025-02-27 12:23:29,167 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5592 +[2025-02-27 12:23:29,224 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6652 +[2025-02-27 12:23:29,271 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4314 +[2025-02-27 12:23:29,336 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7725 +[2025-02-27 12:23:29,383 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5695 +[2025-02-27 12:23:29,431 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3512 +[2025-02-27 12:23:29,486 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9667 +[2025-02-27 12:23:29,707 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0911 +[2025-02-27 12:23:29,870 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5924 +[2025-02-27 12:23:29,912 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9868 +[2025-02-27 12:23:29,959 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3457 +[2025-02-27 12:23:30,011 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6445 +[2025-02-27 12:23:30,258 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8922 +[2025-02-27 12:23:30,306 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2798 +[2025-02-27 12:23:30,342 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7369 +[2025-02-27 12:23:30,380 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.4053 +[2025-02-27 12:23:30,418 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.2518 +[2025-02-27 12:23:30,453 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0497 +[2025-02-27 12:23:30,486 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3003 +[2025-02-27 12:23:30,529 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.0442 +[2025-02-27 12:23:30,568 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9675 +[2025-02-27 12:23:30,615 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7417 +[2025-02-27 12:23:30,676 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0299 +[2025-02-27 12:23:30,717 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6236 +[2025-02-27 12:23:30,780 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2513 +[2025-02-27 12:23:30,822 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.7782 +[2025-02-27 12:23:30,853 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2528 +[2025-02-27 12:23:30,914 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5523 +[2025-02-27 12:23:30,970 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5634 +[2025-02-27 12:23:31,013 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.9748 +[2025-02-27 12:23:31,070 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1845 +[2025-02-27 12:23:31,114 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9727 +[2025-02-27 12:23:31,151 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3879 +[2025-02-27 12:23:31,198 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8773 +[2025-02-27 12:23:31,249 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4945 +[2025-02-27 12:23:31,289 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3536 +[2025-02-27 12:23:31,348 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3850 +[2025-02-27 12:23:31,392 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5889 +[2025-02-27 12:23:31,434 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9130 +[2025-02-27 12:23:31,472 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2004 +[2025-02-27 12:23:31,523 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2170 +[2025-02-27 12:23:31,581 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6455 +[2025-02-27 12:23:31,614 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5195 +[2025-02-27 12:23:31,661 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5363 +[2025-02-27 12:23:31,697 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8449 +[2025-02-27 12:23:31,729 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5052 +[2025-02-27 12:23:31,761 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2525 +[2025-02-27 12:23:31,792 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1249 +[2025-02-27 12:23:31,820 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.2253 +[2025-02-27 12:23:31,853 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0147 +[2025-02-27 12:23:31,879 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4278 +[2025-02-27 12:23:31,917 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.7588 +[2025-02-27 12:23:31,953 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1144 +[2025-02-27 12:23:31,992 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.3244 +[2025-02-27 12:23:32,024 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7975 +[2025-02-27 12:23:32,054 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7410 +[2025-02-27 12:23:32,092 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8398 +[2025-02-27 12:23:32,124 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7492 +[2025-02-27 12:23:32,147 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.2191 +[2025-02-27 12:23:32,180 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5160 +[2025-02-27 12:23:32,214 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.3764 +[2025-02-27 12:23:32,268 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3635 +[2025-02-27 12:23:32,294 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1081 +[2025-02-27 12:23:32,335 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6471 +[2025-02-27 12:23:32,372 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.7746 +[2025-02-27 12:23:32,403 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0856 +[2025-02-27 12:23:32,433 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3016 +[2025-02-27 12:23:32,487 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8415 +[2025-02-27 12:23:32,528 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9744 +[2025-02-27 12:23:32,578 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5141 +[2025-02-27 12:23:32,626 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4006 +[2025-02-27 12:23:32,668 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.6953 +[2025-02-27 12:23:32,716 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6935 +[2025-02-27 12:23:32,745 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8122 +[2025-02-27 12:23:32,813 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3626 +[2025-02-27 12:23:32,839 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4897 +[2025-02-27 12:23:34,676 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:23:34,677 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:23:34,677 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:23:34,677 INFO hook.py line 232 3679208] wall : 0.7892 0.9399 +[2025-02-27 12:23:34,677 INFO hook.py line 232 3679208] floor : 0.9565 0.9727 +[2025-02-27 12:23:34,677 INFO hook.py line 232 3679208] cabinet : 0.5173 0.6663 +[2025-02-27 12:23:34,677 INFO hook.py line 232 3679208] bed : 0.7325 0.7844 +[2025-02-27 12:23:34,677 INFO hook.py line 232 3679208] chair : 0.8756 0.9200 +[2025-02-27 12:23:34,678 INFO hook.py line 232 3679208] sofa : 0.7452 0.8695 +[2025-02-27 12:23:34,679 INFO hook.py line 232 3679208] table : 0.6718 0.8153 +[2025-02-27 12:23:34,679 INFO hook.py line 232 3679208] door : 0.5350 0.6204 +[2025-02-27 12:23:34,680 INFO hook.py line 232 3679208] window : 0.4439 0.6751 +[2025-02-27 12:23:34,680 INFO hook.py line 232 3679208] bookshelf : 0.6845 0.7827 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] picture : 0.2717 0.3550 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] counter : 0.5420 0.6679 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] desk : 0.5749 0.7903 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] curtain : 0.3859 0.3934 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] refridgerator : 0.4506 0.4903 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] shower curtain : 0.6191 0.6899 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] toilet : 0.8782 0.9712 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] sink : 0.5944 0.7035 +[2025-02-27 12:23:34,681 INFO hook.py line 232 3679208] bathtub : 0.7083 0.9389 +[2025-02-27 12:23:34,682 INFO hook.py line 232 3679208] otherfurniture : 0.3943 0.4755 +[2025-02-27 12:23:34,682 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:23:34,682 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6185/0.7261/0.8579. +[2025-02-27 12:23:34,683 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:23:34,699 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:23:34,700 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:24:00,203 INFO hook.py line 109 3679208] Train: [25/100][50/300] Data 0.004 (0.006) Batch 0.254 (0.326) Remain 02:03:47 loss: 0.6469 Lr: 5.41735e-03 +[2025-02-27 12:24:17,475 INFO hook.py line 109 3679208] Train: [25/100][100/300] Data 0.007 (0.006) Batch 0.357 (0.336) Remain 02:07:13 loss: 0.6558 Lr: 5.40753e-03 +[2025-02-27 12:24:35,258 INFO hook.py line 109 3679208] Train: [25/100][150/300] Data 0.005 (0.006) Batch 0.321 (0.343) Remain 02:09:25 loss: 0.9459 Lr: 5.39762e-03 +[2025-02-27 12:24:53,984 INFO hook.py line 109 3679208] Train: [25/100][200/300] Data 0.003 (0.006) Batch 0.390 (0.351) Remain 02:12:10 loss: 0.6418 Lr: 5.38765e-03 +[2025-02-27 12:25:09,635 INFO hook.py line 109 3679208] Train: [25/100][250/300] Data 0.004 (0.006) Batch 0.318 (0.343) Remain 02:08:59 loss: 0.6412 Lr: 5.37760e-03 +[2025-02-27 12:25:21,556 INFO hook.py line 109 3679208] Train: [25/100][300/300] Data 0.002 (0.005) Batch 0.183 (0.326) Remain 02:02:05 loss: 0.7275 Lr: 5.36748e-03 +[2025-02-27 12:25:21,556 INFO misc.py line 135 3679208] Train result: loss: 0.7480 +[2025-02-27 12:25:21,645 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:25:40,532 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2865 +[2025-02-27 12:25:40,948 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6682 +[2025-02-27 12:25:40,985 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4188 +[2025-02-27 12:25:41,041 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5304 +[2025-02-27 12:25:41,096 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5859 +[2025-02-27 12:25:41,381 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8321 +[2025-02-27 12:25:41,427 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6985 +[2025-02-27 12:25:41,464 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3034 +[2025-02-27 12:25:41,505 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0886 +[2025-02-27 12:25:41,540 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9184 +[2025-02-27 12:25:41,585 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4875 +[2025-02-27 12:25:41,960 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9465 +[2025-02-27 12:25:42,011 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.2541 +[2025-02-27 12:25:42,045 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8973 +[2025-02-27 12:25:42,081 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.2220 +[2025-02-27 12:25:42,126 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2025 +[2025-02-27 12:25:42,163 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.0486 +[2025-02-27 12:25:42,201 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.2400 +[2025-02-27 12:25:42,242 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0856 +[2025-02-27 12:25:42,277 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.7928 +[2025-02-27 12:25:42,312 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2964 +[2025-02-27 12:25:42,350 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1088 +[2025-02-27 12:25:42,376 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7340 +[2025-02-27 12:25:42,424 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7992 +[2025-02-27 12:25:42,465 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7138 +[2025-02-27 12:25:42,502 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4400 +[2025-02-27 12:25:42,559 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1403 +[2025-02-27 12:25:42,594 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4566 +[2025-02-27 12:25:42,619 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3041 +[2025-02-27 12:25:42,673 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5800 +[2025-02-27 12:25:42,726 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5544 +[2025-02-27 12:25:42,761 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5965 +[2025-02-27 12:25:42,811 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1732 +[2025-02-27 12:25:42,856 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9273 +[2025-02-27 12:25:42,899 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2453 +[2025-02-27 12:25:42,941 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.1071 +[2025-02-27 12:25:42,975 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5541 +[2025-02-27 12:25:43,007 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3086 +[2025-02-27 12:25:43,072 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.1030 +[2025-02-27 12:25:43,114 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.2805 +[2025-02-27 12:25:43,155 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0777 +[2025-02-27 12:25:43,182 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2224 +[2025-02-27 12:25:43,217 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.4277 +[2025-02-27 12:25:43,271 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6124 +[2025-02-27 12:25:43,305 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6751 +[2025-02-27 12:25:43,351 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7505 +[2025-02-27 12:25:43,386 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4713 +[2025-02-27 12:25:43,415 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.9053 +[2025-02-27 12:25:43,445 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2043 +[2025-02-27 12:25:43,475 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.3316 +[2025-02-27 12:25:43,502 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6237 +[2025-02-27 12:25:43,533 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9627 +[2025-02-27 12:25:43,558 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2799 +[2025-02-27 12:25:43,589 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.4132 +[2025-02-27 12:25:43,625 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0852 +[2025-02-27 12:25:43,663 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1886 +[2025-02-27 12:25:43,696 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7391 +[2025-02-27 12:25:43,720 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7311 +[2025-02-27 12:25:43,757 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8498 +[2025-02-27 12:25:43,789 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7664 +[2025-02-27 12:25:43,811 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7265 +[2025-02-27 12:25:43,842 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5205 +[2025-02-27 12:25:43,876 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2176 +[2025-02-27 12:25:43,928 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7229 +[2025-02-27 12:25:43,954 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1306 +[2025-02-27 12:25:43,991 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6613 +[2025-02-27 12:25:44,026 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6896 +[2025-02-27 12:25:44,061 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2289 +[2025-02-27 12:25:44,091 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2872 +[2025-02-27 12:25:44,144 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0242 +[2025-02-27 12:25:44,184 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9806 +[2025-02-27 12:25:44,232 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2774 +[2025-02-27 12:25:44,279 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4795 +[2025-02-27 12:25:44,318 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.3019 +[2025-02-27 12:25:44,364 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4041 +[2025-02-27 12:25:44,390 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8693 +[2025-02-27 12:25:44,445 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5480 +[2025-02-27 12:25:44,469 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4601 +[2025-02-27 12:25:45,727 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:25:45,727 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:25:45,727 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:25:45,727 INFO hook.py line 232 3679208] wall : 0.8054 0.9334 +[2025-02-27 12:25:45,727 INFO hook.py line 232 3679208] floor : 0.9583 0.9814 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] cabinet : 0.5074 0.6658 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] bed : 0.7308 0.7701 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] chair : 0.8759 0.9178 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] sofa : 0.7852 0.8171 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] table : 0.6527 0.8286 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] door : 0.5376 0.6575 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] window : 0.4653 0.5597 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] bookshelf : 0.7682 0.8300 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] picture : 0.2519 0.2783 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] counter : 0.5352 0.6239 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] desk : 0.5022 0.6973 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] curtain : 0.5674 0.6431 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] refridgerator : 0.3719 0.3859 +[2025-02-27 12:25:45,728 INFO hook.py line 232 3679208] shower curtain : 0.3867 0.9527 +[2025-02-27 12:25:45,729 INFO hook.py line 232 3679208] toilet : 0.9135 0.9702 +[2025-02-27 12:25:45,729 INFO hook.py line 232 3679208] sink : 0.5962 0.6665 +[2025-02-27 12:25:45,729 INFO hook.py line 232 3679208] bathtub : 0.8367 0.9429 +[2025-02-27 12:25:45,729 INFO hook.py line 232 3679208] otherfurniture : 0.4968 0.6532 +[2025-02-27 12:25:45,729 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:25:45,729 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6273/0.7388/0.8659. +[2025-02-27 12:25:45,730 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:25:45,738 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:25:45,738 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:26:05,335 INFO hook.py line 109 3679208] Train: [26/100][50/300] Data 0.003 (0.004) Batch 0.263 (0.265) Remain 01:39:12 loss: 0.7285 Lr: 5.35729e-03 +[2025-02-27 12:26:20,635 INFO hook.py line 109 3679208] Train: [26/100][100/300] Data 0.003 (0.004) Batch 0.377 (0.286) Remain 01:46:50 loss: 0.9484 Lr: 5.34703e-03 +[2025-02-27 12:26:38,611 INFO hook.py line 109 3679208] Train: [26/100][150/300] Data 0.003 (0.005) Batch 0.301 (0.311) Remain 01:55:53 loss: 0.6493 Lr: 5.33670e-03 +[2025-02-27 12:26:56,204 INFO hook.py line 109 3679208] Train: [26/100][200/300] Data 0.008 (0.005) Batch 0.379 (0.321) Remain 01:59:28 loss: 0.7698 Lr: 5.32629e-03 +[2025-02-27 12:27:14,306 INFO hook.py line 109 3679208] Train: [26/100][250/300] Data 0.014 (0.005) Batch 0.333 (0.330) Remain 02:02:15 loss: 0.8515 Lr: 5.31582e-03 +[2025-02-27 12:27:27,649 INFO hook.py line 109 3679208] Train: [26/100][300/300] Data 0.002 (0.005) Batch 0.215 (0.319) Remain 01:58:04 loss: 0.7894 Lr: 5.30527e-03 +[2025-02-27 12:27:27,650 INFO misc.py line 135 3679208] Train result: loss: 0.7357 +[2025-02-27 12:27:27,737 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:27:47,578 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2063 +[2025-02-27 12:27:47,956 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6345 +[2025-02-27 12:27:48,003 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3281 +[2025-02-27 12:27:48,058 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5076 +[2025-02-27 12:27:48,103 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5301 +[2025-02-27 12:27:48,184 INFO hook.py line 289 3679208] Test: [6/78] Loss 2.0752 +[2025-02-27 12:27:48,238 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7525 +[2025-02-27 12:27:48,564 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2644 +[2025-02-27 12:27:48,952 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.7645 +[2025-02-27 12:27:49,030 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9117 +[2025-02-27 12:27:49,082 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5778 +[2025-02-27 12:27:49,115 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8283 +[2025-02-27 12:27:49,164 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6897 +[2025-02-27 12:27:49,224 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.3411 +[2025-02-27 12:27:49,268 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.3591 +[2025-02-27 12:27:49,320 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3957 +[2025-02-27 12:27:49,356 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.2254 +[2025-02-27 12:27:49,398 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.4704 +[2025-02-27 12:27:49,442 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3744 +[2025-02-27 12:27:49,482 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1112 +[2025-02-27 12:27:49,527 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3270 +[2025-02-27 12:27:49,582 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3571 +[2025-02-27 12:27:49,627 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0989 +[2025-02-27 12:27:49,676 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.2927 +[2025-02-27 12:27:49,734 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.1144 +[2025-02-27 12:27:49,777 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7524 +[2025-02-27 12:27:49,842 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2587 +[2025-02-27 12:27:49,880 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6809 +[2025-02-27 12:27:49,920 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3630 +[2025-02-27 12:27:49,979 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5756 +[2025-02-27 12:27:50,038 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4161 +[2025-02-27 12:27:50,085 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5883 +[2025-02-27 12:27:50,142 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2004 +[2025-02-27 12:27:50,180 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0169 +[2025-02-27 12:27:50,219 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5952 +[2025-02-27 12:27:50,259 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0448 +[2025-02-27 12:27:50,307 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5471 +[2025-02-27 12:27:50,345 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3840 +[2025-02-27 12:27:50,405 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6964 +[2025-02-27 12:27:50,461 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4573 +[2025-02-27 12:27:50,510 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0716 +[2025-02-27 12:27:50,549 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2312 +[2025-02-27 12:27:50,590 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2144 +[2025-02-27 12:27:50,642 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6227 +[2025-02-27 12:27:50,678 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5179 +[2025-02-27 12:27:50,734 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7028 +[2025-02-27 12:27:50,780 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.5040 +[2025-02-27 12:27:50,820 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6037 +[2025-02-27 12:27:50,852 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1875 +[2025-02-27 12:27:50,889 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.4717 +[2025-02-27 12:27:50,918 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6925 +[2025-02-27 12:27:50,949 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.5988 +[2025-02-27 12:27:50,974 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3588 +[2025-02-27 12:27:51,010 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8026 +[2025-02-27 12:27:51,051 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0645 +[2025-02-27 12:27:51,096 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2603 +[2025-02-27 12:27:51,133 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8156 +[2025-02-27 12:27:51,166 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5312 +[2025-02-27 12:27:51,202 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8898 +[2025-02-27 12:27:51,238 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9905 +[2025-02-27 12:27:51,263 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.0193 +[2025-02-27 12:27:51,297 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4793 +[2025-02-27 12:27:51,332 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.4350 +[2025-02-27 12:27:51,393 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2397 +[2025-02-27 12:27:51,420 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.4101 +[2025-02-27 12:27:51,461 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6451 +[2025-02-27 12:27:51,502 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3789 +[2025-02-27 12:27:51,536 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.3826 +[2025-02-27 12:27:51,565 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3798 +[2025-02-27 12:27:51,619 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1308 +[2025-02-27 12:27:51,660 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9046 +[2025-02-27 12:27:51,709 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3619 +[2025-02-27 12:27:51,757 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4817 +[2025-02-27 12:27:51,798 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.5639 +[2025-02-27 12:27:51,847 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5798 +[2025-02-27 12:27:51,881 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8045 +[2025-02-27 12:27:51,935 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.6806 +[2025-02-27 12:27:51,971 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5133 +[2025-02-27 12:27:53,797 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:27:53,797 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:27:53,797 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] wall : 0.7970 0.9047 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] floor : 0.9497 0.9686 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] cabinet : 0.5190 0.6768 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] bed : 0.5559 0.5833 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] chair : 0.8500 0.9232 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] sofa : 0.6942 0.9119 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] table : 0.5909 0.8609 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] door : 0.5167 0.7088 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] window : 0.4801 0.6844 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] bookshelf : 0.7087 0.8207 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] picture : 0.2794 0.5031 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] counter : 0.5895 0.6864 +[2025-02-27 12:27:53,797 INFO hook.py line 232 3679208] desk : 0.4894 0.6237 +[2025-02-27 12:27:53,798 INFO hook.py line 232 3679208] curtain : 0.5228 0.6064 +[2025-02-27 12:27:53,798 INFO hook.py line 232 3679208] refridgerator : 0.3831 0.4053 +[2025-02-27 12:27:53,798 INFO hook.py line 232 3679208] shower curtain : 0.5884 0.7245 +[2025-02-27 12:27:53,798 INFO hook.py line 232 3679208] toilet : 0.8464 0.9614 +[2025-02-27 12:27:53,798 INFO hook.py line 232 3679208] sink : 0.5263 0.7212 +[2025-02-27 12:27:53,798 INFO hook.py line 232 3679208] bathtub : 0.8278 0.9279 +[2025-02-27 12:27:53,798 INFO hook.py line 232 3679208] otherfurniture : 0.3912 0.4530 +[2025-02-27 12:27:53,798 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:27:53,798 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6053/0.7328/0.8497. +[2025-02-27 12:27:53,798 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:27:53,806 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:27:53,807 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:28:19,850 INFO hook.py line 109 3679208] Train: [27/100][50/300] Data 0.004 (0.007) Batch 0.450 (0.377) Remain 02:19:07 loss: 0.6277 Lr: 5.29466e-03 +[2025-02-27 12:28:37,217 INFO hook.py line 109 3679208] Train: [27/100][100/300] Data 0.010 (0.006) Batch 0.368 (0.362) Remain 02:13:11 loss: 0.4724 Lr: 5.28397e-03 +[2025-02-27 12:28:54,888 INFO hook.py line 109 3679208] Train: [27/100][150/300] Data 0.007 (0.006) Batch 0.316 (0.359) Remain 02:11:52 loss: 0.4005 Lr: 5.27322e-03 +[2025-02-27 12:29:13,001 INFO hook.py line 109 3679208] Train: [27/100][200/300] Data 0.004 (0.006) Batch 0.325 (0.360) Remain 02:11:53 loss: 0.4228 Lr: 5.26239e-03 +[2025-02-27 12:29:31,326 INFO hook.py line 109 3679208] Train: [27/100][250/300] Data 0.006 (0.006) Batch 0.313 (0.361) Remain 02:12:05 loss: 0.8739 Lr: 5.25150e-03 +[2025-02-27 12:29:44,973 INFO hook.py line 109 3679208] Train: [27/100][300/300] Data 0.002 (0.006) Batch 0.202 (0.346) Remain 02:06:22 loss: 0.5889 Lr: 5.24054e-03 +[2025-02-27 12:29:44,973 INFO misc.py line 135 3679208] Train result: loss: 0.7041 +[2025-02-27 12:29:45,050 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:30:03,456 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1834 +[2025-02-27 12:30:03,504 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.9607 +[2025-02-27 12:30:03,541 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5645 +[2025-02-27 12:30:03,594 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6989 +[2025-02-27 12:30:03,634 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.7173 +[2025-02-27 12:30:03,683 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.9644 +[2025-02-27 12:30:03,734 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8920 +[2025-02-27 12:30:03,764 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3714 +[2025-02-27 12:30:03,810 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.7761 +[2025-02-27 12:30:03,849 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7124 +[2025-02-27 12:30:03,893 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6351 +[2025-02-27 12:30:03,929 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8070 +[2025-02-27 12:30:03,979 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.7305 +[2025-02-27 12:30:04,015 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8047 +[2025-02-27 12:30:04,049 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.7481 +[2025-02-27 12:30:04,093 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2578 +[2025-02-27 12:30:04,139 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7979 +[2025-02-27 12:30:04,175 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6678 +[2025-02-27 12:30:04,216 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0998 +[2025-02-27 12:30:04,256 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9848 +[2025-02-27 12:30:04,292 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3787 +[2025-02-27 12:30:04,330 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1873 +[2025-02-27 12:30:04,358 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9065 +[2025-02-27 12:30:04,401 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7772 +[2025-02-27 12:30:04,445 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0366 +[2025-02-27 12:30:04,484 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7241 +[2025-02-27 12:30:04,538 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.0991 +[2025-02-27 12:30:04,580 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4996 +[2025-02-27 12:30:04,606 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2740 +[2025-02-27 12:30:04,657 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6542 +[2025-02-27 12:30:04,710 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5697 +[2025-02-27 12:30:04,741 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6723 +[2025-02-27 12:30:04,790 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2265 +[2025-02-27 12:30:04,831 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0156 +[2025-02-27 12:30:04,867 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3543 +[2025-02-27 12:30:04,904 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0481 +[2025-02-27 12:30:04,941 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5881 +[2025-02-27 12:30:04,977 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4183 +[2025-02-27 12:30:05,036 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2337 +[2025-02-27 12:30:05,082 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4475 +[2025-02-27 12:30:05,129 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0104 +[2025-02-27 12:30:05,166 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1898 +[2025-02-27 12:30:05,216 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2095 +[2025-02-27 12:30:05,273 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5933 +[2025-02-27 12:30:05,307 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6643 +[2025-02-27 12:30:05,352 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6272 +[2025-02-27 12:30:05,392 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1776 +[2025-02-27 12:30:05,422 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7443 +[2025-02-27 12:30:05,456 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.4469 +[2025-02-27 12:30:05,485 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9847 +[2025-02-27 12:30:05,524 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6540 +[2025-02-27 12:30:05,559 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1316 +[2025-02-27 12:30:05,593 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2058 +[2025-02-27 12:30:05,631 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0388 +[2025-02-27 12:30:05,667 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0740 +[2025-02-27 12:30:05,710 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1992 +[2025-02-27 12:30:05,743 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.9068 +[2025-02-27 12:30:05,771 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5599 +[2025-02-27 12:30:05,806 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8332 +[2025-02-27 12:30:05,839 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9676 +[2025-02-27 12:30:05,862 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7272 +[2025-02-27 12:30:05,896 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7489 +[2025-02-27 12:30:05,931 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.3241 +[2025-02-27 12:30:05,985 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3192 +[2025-02-27 12:30:06,014 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3579 +[2025-02-27 12:30:06,053 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6438 +[2025-02-27 12:30:06,090 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4856 +[2025-02-27 12:30:06,130 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8970 +[2025-02-27 12:30:06,163 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3838 +[2025-02-27 12:30:06,216 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0570 +[2025-02-27 12:30:06,258 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0980 +[2025-02-27 12:30:06,308 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5126 +[2025-02-27 12:30:06,354 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3976 +[2025-02-27 12:30:06,396 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1768 +[2025-02-27 12:30:06,443 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4500 +[2025-02-27 12:30:06,474 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9760 +[2025-02-27 12:30:06,530 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4182 +[2025-02-27 12:30:06,556 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5789 +[2025-02-27 12:30:07,996 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:30:07,996 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:30:07,996 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] wall : 0.7893 0.9490 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] floor : 0.9578 0.9804 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] cabinet : 0.4922 0.5841 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] bed : 0.7263 0.7484 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] chair : 0.8683 0.9377 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] sofa : 0.7820 0.8933 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] table : 0.6874 0.7906 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] door : 0.5102 0.6126 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] window : 0.4134 0.4659 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] bookshelf : 0.7056 0.8268 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] picture : 0.2411 0.3177 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] counter : 0.5074 0.5724 +[2025-02-27 12:30:07,996 INFO hook.py line 232 3679208] desk : 0.5776 0.7182 +[2025-02-27 12:30:07,997 INFO hook.py line 232 3679208] curtain : 0.6207 0.7070 +[2025-02-27 12:30:07,997 INFO hook.py line 232 3679208] refridgerator : 0.4338 0.4477 +[2025-02-27 12:30:07,997 INFO hook.py line 232 3679208] shower curtain : 0.4541 0.4946 +[2025-02-27 12:30:07,997 INFO hook.py line 232 3679208] toilet : 0.8183 0.9656 +[2025-02-27 12:30:07,997 INFO hook.py line 232 3679208] sink : 0.5657 0.6485 +[2025-02-27 12:30:07,997 INFO hook.py line 232 3679208] bathtub : 0.8605 0.8779 +[2025-02-27 12:30:07,997 INFO hook.py line 232 3679208] otherfurniture : 0.4223 0.6078 +[2025-02-27 12:30:07,997 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:30:07,997 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6217/0.7073/0.8609. +[2025-02-27 12:30:07,997 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:30:07,998 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:30:07,998 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:30:31,164 INFO hook.py line 109 3679208] Train: [28/100][50/300] Data 0.002 (0.006) Batch 0.389 (0.328) Remain 01:59:31 loss: 0.7773 Lr: 5.22951e-03 +[2025-02-27 12:30:47,275 INFO hook.py line 109 3679208] Train: [28/100][100/300] Data 0.002 (0.005) Batch 0.296 (0.325) Remain 01:58:07 loss: 0.7927 Lr: 5.21841e-03 +[2025-02-27 12:31:01,746 INFO hook.py line 109 3679208] Train: [28/100][150/300] Data 0.004 (0.005) Batch 0.271 (0.313) Remain 01:53:27 loss: 0.7131 Lr: 5.20725e-03 +[2025-02-27 12:31:15,315 INFO hook.py line 109 3679208] Train: [28/100][200/300] Data 0.003 (0.005) Batch 0.257 (0.302) Remain 01:49:22 loss: 0.7751 Lr: 5.19602e-03 +[2025-02-27 12:31:30,931 INFO hook.py line 109 3679208] Train: [28/100][250/300] Data 0.006 (0.005) Batch 0.334 (0.304) Remain 01:49:50 loss: 0.8597 Lr: 5.18472e-03 +[2025-02-27 12:31:45,062 INFO hook.py line 109 3679208] Train: [28/100][300/300] Data 0.002 (0.005) Batch 0.219 (0.301) Remain 01:48:16 loss: 0.5726 Lr: 5.17336e-03 +[2025-02-27 12:31:45,063 INFO misc.py line 135 3679208] Train result: loss: 0.7018 +[2025-02-27 12:31:45,159 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:32:04,661 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1795 +[2025-02-27 12:32:04,794 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6184 +[2025-02-27 12:32:04,839 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3128 +[2025-02-27 12:32:04,895 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5056 +[2025-02-27 12:32:04,942 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3557 +[2025-02-27 12:32:05,004 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8772 +[2025-02-27 12:32:05,066 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6640 +[2025-02-27 12:32:05,095 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2625 +[2025-02-27 12:32:05,143 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1534 +[2025-02-27 12:32:05,187 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0650 +[2025-02-27 12:32:05,231 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5330 +[2025-02-27 12:32:05,580 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9164 +[2025-02-27 12:32:06,002 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4917 +[2025-02-27 12:32:06,189 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.5962 +[2025-02-27 12:32:06,240 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.5791 +[2025-02-27 12:32:06,282 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3310 +[2025-02-27 12:32:06,321 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6258 +[2025-02-27 12:32:06,365 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8593 +[2025-02-27 12:32:06,418 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9143 +[2025-02-27 12:32:06,454 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0165 +[2025-02-27 12:32:06,503 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3425 +[2025-02-27 12:32:06,552 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3239 +[2025-02-27 12:32:06,584 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9564 +[2025-02-27 12:32:06,630 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8849 +[2025-02-27 12:32:06,686 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6979 +[2025-02-27 12:32:06,738 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7415 +[2025-02-27 12:32:06,797 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2163 +[2025-02-27 12:32:06,851 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6525 +[2025-02-27 12:32:06,896 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2750 +[2025-02-27 12:32:06,951 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4609 +[2025-02-27 12:32:07,008 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4941 +[2025-02-27 12:32:07,054 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.9578 +[2025-02-27 12:32:07,118 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1761 +[2025-02-27 12:32:07,174 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0045 +[2025-02-27 12:32:07,221 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3396 +[2025-02-27 12:32:07,270 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.2985 +[2025-02-27 12:32:07,315 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.3881 +[2025-02-27 12:32:07,354 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3179 +[2025-02-27 12:32:07,419 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4473 +[2025-02-27 12:32:07,479 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6647 +[2025-02-27 12:32:07,534 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9271 +[2025-02-27 12:32:07,587 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2174 +[2025-02-27 12:32:07,634 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2655 +[2025-02-27 12:32:07,685 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5697 +[2025-02-27 12:32:07,729 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4023 +[2025-02-27 12:32:07,776 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6815 +[2025-02-27 12:32:07,822 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7320 +[2025-02-27 12:32:07,862 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5708 +[2025-02-27 12:32:07,895 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2481 +[2025-02-27 12:32:07,937 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.8461 +[2025-02-27 12:32:07,977 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7561 +[2025-02-27 12:32:08,022 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0788 +[2025-02-27 12:32:08,058 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3129 +[2025-02-27 12:32:08,099 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.3331 +[2025-02-27 12:32:08,141 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0820 +[2025-02-27 12:32:08,185 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2381 +[2025-02-27 12:32:08,217 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8853 +[2025-02-27 12:32:08,252 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4347 +[2025-02-27 12:32:08,290 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9506 +[2025-02-27 12:32:08,322 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6732 +[2025-02-27 12:32:08,347 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.0252 +[2025-02-27 12:32:08,383 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6162 +[2025-02-27 12:32:08,421 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1023 +[2025-02-27 12:32:08,475 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2854 +[2025-02-27 12:32:08,503 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3108 +[2025-02-27 12:32:08,546 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.9004 +[2025-02-27 12:32:08,584 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5360 +[2025-02-27 12:32:08,616 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9952 +[2025-02-27 12:32:08,647 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3289 +[2025-02-27 12:32:08,703 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1029 +[2025-02-27 12:32:08,745 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1552 +[2025-02-27 12:32:08,795 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2816 +[2025-02-27 12:32:08,844 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5988 +[2025-02-27 12:32:08,885 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.4032 +[2025-02-27 12:32:08,933 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5189 +[2025-02-27 12:32:08,966 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.5344 +[2025-02-27 12:32:09,021 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4503 +[2025-02-27 12:32:09,048 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4095 +[2025-02-27 12:32:10,731 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:32:10,732 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:32:10,732 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] wall : 0.8035 0.9141 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] floor : 0.9577 0.9812 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] cabinet : 0.5140 0.6670 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] bed : 0.7637 0.8470 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] chair : 0.8817 0.9145 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] sofa : 0.7726 0.8514 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] table : 0.6388 0.8815 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] door : 0.5615 0.6882 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] window : 0.4839 0.7927 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] bookshelf : 0.6542 0.6795 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] picture : 0.2567 0.3137 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] counter : 0.5979 0.7328 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] desk : 0.4523 0.5304 +[2025-02-27 12:32:10,732 INFO hook.py line 232 3679208] curtain : 0.5540 0.5904 +[2025-02-27 12:32:10,733 INFO hook.py line 232 3679208] refridgerator : 0.3602 0.3613 +[2025-02-27 12:32:10,733 INFO hook.py line 232 3679208] shower curtain : 0.5800 0.7271 +[2025-02-27 12:32:10,733 INFO hook.py line 232 3679208] toilet : 0.9302 0.9607 +[2025-02-27 12:32:10,733 INFO hook.py line 232 3679208] sink : 0.5689 0.6203 +[2025-02-27 12:32:10,733 INFO hook.py line 232 3679208] bathtub : 0.8440 0.9076 +[2025-02-27 12:32:10,733 INFO hook.py line 232 3679208] otherfurniture : 0.4612 0.6021 +[2025-02-27 12:32:10,733 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:32:10,733 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6318/0.7282/0.8628. +[2025-02-27 12:32:10,734 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:32:10,743 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:32:10,743 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:32:37,224 INFO hook.py line 109 3679208] Train: [29/100][50/300] Data 0.011 (0.011) Batch 0.315 (0.370) Remain 02:12:53 loss: 0.7357 Lr: 5.16193e-03 +[2025-02-27 12:32:55,268 INFO hook.py line 109 3679208] Train: [29/100][100/300] Data 0.006 (0.010) Batch 0.323 (0.365) Remain 02:10:54 loss: 0.5593 Lr: 5.15066e-03 +[2025-02-27 12:33:13,232 INFO hook.py line 109 3679208] Train: [29/100][150/300] Data 0.007 (0.009) Batch 0.411 (0.363) Remain 02:09:51 loss: 0.7204 Lr: 5.13910e-03 +[2025-02-27 12:33:31,752 INFO hook.py line 109 3679208] Train: [29/100][200/300] Data 0.010 (0.009) Batch 0.391 (0.365) Remain 02:10:12 loss: 0.9113 Lr: 5.12748e-03 +[2025-02-27 12:33:49,950 INFO hook.py line 109 3679208] Train: [29/100][250/300] Data 0.004 (0.009) Batch 0.377 (0.365) Remain 02:09:49 loss: 0.5835 Lr: 5.11579e-03 +[2025-02-27 12:34:03,668 INFO hook.py line 109 3679208] Train: [29/100][300/300] Data 0.005 (0.008) Batch 0.247 (0.350) Remain 02:04:06 loss: 0.7408 Lr: 5.10404e-03 +[2025-02-27 12:34:03,670 INFO misc.py line 135 3679208] Train result: loss: 0.6973 +[2025-02-27 12:34:03,759 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:34:24,048 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2440 +[2025-02-27 12:34:24,114 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6036 +[2025-02-27 12:34:24,169 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3777 +[2025-02-27 12:34:25,286 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5422 +[2025-02-27 12:34:25,327 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5812 +[2025-02-27 12:34:25,500 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.4103 +[2025-02-27 12:34:25,559 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.7716 +[2025-02-27 12:34:25,586 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2983 +[2025-02-27 12:34:25,642 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.8773 +[2025-02-27 12:34:25,683 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.5575 +[2025-02-27 12:34:25,735 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6380 +[2025-02-27 12:34:25,776 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0105 +[2025-02-27 12:34:25,825 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3747 +[2025-02-27 12:34:25,877 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7996 +[2025-02-27 12:34:25,918 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8879 +[2025-02-27 12:34:25,971 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1096 +[2025-02-27 12:34:26,012 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7439 +[2025-02-27 12:34:26,057 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.3298 +[2025-02-27 12:34:26,108 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.2189 +[2025-02-27 12:34:26,157 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0345 +[2025-02-27 12:34:26,192 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3333 +[2025-02-27 12:34:26,235 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1863 +[2025-02-27 12:34:26,278 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7168 +[2025-02-27 12:34:26,332 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8655 +[2025-02-27 12:34:26,384 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9069 +[2025-02-27 12:34:26,436 INFO hook.py line 289 3679208] Test: [26/78] Loss 1.0536 +[2025-02-27 12:34:26,497 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9136 +[2025-02-27 12:34:26,543 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5147 +[2025-02-27 12:34:26,587 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3009 +[2025-02-27 12:34:26,637 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6476 +[2025-02-27 12:34:26,708 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5142 +[2025-02-27 12:34:26,756 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6218 +[2025-02-27 12:34:26,811 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4702 +[2025-02-27 12:34:26,861 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8905 +[2025-02-27 12:34:26,901 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5788 +[2025-02-27 12:34:26,948 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8587 +[2025-02-27 12:34:27,001 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6928 +[2025-02-27 12:34:27,043 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4565 +[2025-02-27 12:34:27,111 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5827 +[2025-02-27 12:34:27,158 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.3519 +[2025-02-27 12:34:27,209 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0425 +[2025-02-27 12:34:27,247 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.3124 +[2025-02-27 12:34:27,291 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3156 +[2025-02-27 12:34:27,347 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6111 +[2025-02-27 12:34:27,390 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5448 +[2025-02-27 12:34:27,441 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7394 +[2025-02-27 12:34:27,491 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4270 +[2025-02-27 12:34:27,534 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7920 +[2025-02-27 12:34:27,570 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9253 +[2025-02-27 12:34:27,603 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.8331 +[2025-02-27 12:34:27,635 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7710 +[2025-02-27 12:34:27,668 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9598 +[2025-02-27 12:34:27,693 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5568 +[2025-02-27 12:34:27,729 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8433 +[2025-02-27 12:34:27,766 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0851 +[2025-02-27 12:34:27,805 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.4196 +[2025-02-27 12:34:27,836 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1101 +[2025-02-27 12:34:27,864 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5776 +[2025-02-27 12:34:27,911 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8171 +[2025-02-27 12:34:27,944 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9859 +[2025-02-27 12:34:27,968 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8770 +[2025-02-27 12:34:28,001 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6464 +[2025-02-27 12:34:28,041 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0982 +[2025-02-27 12:34:28,096 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5383 +[2025-02-27 12:34:28,123 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8830 +[2025-02-27 12:34:28,163 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.0546 +[2025-02-27 12:34:28,201 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5445 +[2025-02-27 12:34:28,233 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.3890 +[2025-02-27 12:34:28,263 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3792 +[2025-02-27 12:34:28,317 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1818 +[2025-02-27 12:34:28,359 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8798 +[2025-02-27 12:34:28,408 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3167 +[2025-02-27 12:34:28,457 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.6088 +[2025-02-27 12:34:28,498 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8235 +[2025-02-27 12:34:28,546 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.3932 +[2025-02-27 12:34:28,574 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7330 +[2025-02-27 12:34:28,628 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5099 +[2025-02-27 12:34:28,656 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4882 +[2025-02-27 12:34:30,498 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:34:30,499 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:34:30,499 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:34:30,500 INFO hook.py line 232 3679208] wall : 0.7884 0.8771 +[2025-02-27 12:34:30,502 INFO hook.py line 232 3679208] floor : 0.9515 0.9826 +[2025-02-27 12:34:30,503 INFO hook.py line 232 3679208] cabinet : 0.5223 0.7438 +[2025-02-27 12:34:30,503 INFO hook.py line 232 3679208] bed : 0.6699 0.7026 +[2025-02-27 12:34:30,503 INFO hook.py line 232 3679208] chair : 0.8376 0.9523 +[2025-02-27 12:34:30,503 INFO hook.py line 232 3679208] sofa : 0.6934 0.7998 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] table : 0.6301 0.8388 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] door : 0.5320 0.7656 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] window : 0.5249 0.6417 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] bookshelf : 0.7101 0.7891 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] picture : 0.2200 0.4762 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] counter : 0.3821 0.4106 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] desk : 0.4518 0.5104 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] curtain : 0.5244 0.8170 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] refridgerator : 0.5251 0.5807 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] shower curtain : 0.7141 0.8649 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] toilet : 0.9060 0.9298 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] sink : 0.5702 0.6547 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] bathtub : 0.8076 0.8776 +[2025-02-27 12:34:30,504 INFO hook.py line 232 3679208] otherfurniture : 0.4178 0.4937 +[2025-02-27 12:34:30,504 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:34:30,504 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6190/0.7355/0.8525. +[2025-02-27 12:34:30,505 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:34:30,518 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:34:30,519 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:34:54,189 INFO hook.py line 109 3679208] Train: [30/100][50/300] Data 0.007 (0.008) Batch 0.293 (0.343) Remain 02:01:22 loss: 0.6725 Lr: 5.09222e-03 +[2025-02-27 12:35:09,925 INFO hook.py line 109 3679208] Train: [30/100][100/300] Data 0.007 (0.006) Batch 0.350 (0.328) Remain 01:55:59 loss: 0.7205 Lr: 5.08034e-03 +[2025-02-27 12:35:26,165 INFO hook.py line 109 3679208] Train: [30/100][150/300] Data 0.006 (0.006) Batch 0.299 (0.327) Remain 01:55:17 loss: 0.8054 Lr: 5.06839e-03 +[2025-02-27 12:35:42,317 INFO hook.py line 109 3679208] Train: [30/100][200/300] Data 0.002 (0.006) Batch 0.339 (0.326) Remain 01:54:40 loss: 0.4741 Lr: 5.05639e-03 +[2025-02-27 12:35:58,106 INFO hook.py line 109 3679208] Train: [30/100][250/300] Data 0.002 (0.006) Batch 0.319 (0.324) Remain 01:53:40 loss: 0.5086 Lr: 5.04432e-03 +[2025-02-27 12:36:10,415 INFO hook.py line 109 3679208] Train: [30/100][300/300] Data 0.001 (0.005) Batch 0.187 (0.311) Remain 01:48:48 loss: 0.5231 Lr: 5.03218e-03 +[2025-02-27 12:36:10,415 INFO misc.py line 135 3679208] Train result: loss: 0.6905 +[2025-02-27 12:36:10,490 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:36:24,176 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2162 +[2025-02-27 12:36:24,322 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.9768 +[2025-02-27 12:36:24,753 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5338 +[2025-02-27 12:36:24,797 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5195 +[2025-02-27 12:36:24,832 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4733 +[2025-02-27 12:36:24,900 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8413 +[2025-02-27 12:36:24,957 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6452 +[2025-02-27 12:36:24,994 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3878 +[2025-02-27 12:36:25,047 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0469 +[2025-02-27 12:36:25,118 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5935 +[2025-02-27 12:36:25,174 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5713 +[2025-02-27 12:36:25,398 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0663 +[2025-02-27 12:36:25,451 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.2933 +[2025-02-27 12:36:25,497 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.2971 +[2025-02-27 12:36:25,536 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.0134 +[2025-02-27 12:36:25,587 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3026 +[2025-02-27 12:36:25,631 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6644 +[2025-02-27 12:36:25,681 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.3733 +[2025-02-27 12:36:25,727 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.2899 +[2025-02-27 12:36:25,766 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0026 +[2025-02-27 12:36:25,802 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2536 +[2025-02-27 12:36:25,841 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4422 +[2025-02-27 12:36:25,879 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0871 +[2025-02-27 12:36:25,929 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.1831 +[2025-02-27 12:36:25,978 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6364 +[2025-02-27 12:36:26,019 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5929 +[2025-02-27 12:36:26,071 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2386 +[2025-02-27 12:36:26,112 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5756 +[2025-02-27 12:36:26,150 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2715 +[2025-02-27 12:36:26,203 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4349 +[2025-02-27 12:36:26,258 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4001 +[2025-02-27 12:36:26,297 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7596 +[2025-02-27 12:36:26,359 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3028 +[2025-02-27 12:36:26,403 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1540 +[2025-02-27 12:36:26,442 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2595 +[2025-02-27 12:36:26,489 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.2712 +[2025-02-27 12:36:26,533 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5108 +[2025-02-27 12:36:26,570 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2419 +[2025-02-27 12:36:26,630 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7178 +[2025-02-27 12:36:26,677 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6005 +[2025-02-27 12:36:26,727 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0878 +[2025-02-27 12:36:26,767 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2409 +[2025-02-27 12:36:26,809 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2150 +[2025-02-27 12:36:26,874 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6482 +[2025-02-27 12:36:26,915 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7214 +[2025-02-27 12:36:26,970 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7085 +[2025-02-27 12:36:27,016 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8317 +[2025-02-27 12:36:27,054 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7855 +[2025-02-27 12:36:27,091 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1351 +[2025-02-27 12:36:27,127 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.8602 +[2025-02-27 12:36:27,161 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.5440 +[2025-02-27 12:36:27,196 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9053 +[2025-02-27 12:36:27,226 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3707 +[2025-02-27 12:36:27,267 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.6125 +[2025-02-27 12:36:27,302 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0552 +[2025-02-27 12:36:27,342 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2394 +[2025-02-27 12:36:27,377 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.4436 +[2025-02-27 12:36:27,410 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7156 +[2025-02-27 12:36:27,451 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8459 +[2025-02-27 12:36:27,484 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1722 +[2025-02-27 12:36:27,511 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7569 +[2025-02-27 12:36:27,547 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6273 +[2025-02-27 12:36:27,584 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.3080 +[2025-02-27 12:36:27,638 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7777 +[2025-02-27 12:36:27,667 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9822 +[2025-02-27 12:36:27,708 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.1307 +[2025-02-27 12:36:27,747 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6070 +[2025-02-27 12:36:27,779 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8266 +[2025-02-27 12:36:27,810 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3059 +[2025-02-27 12:36:27,865 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.5752 +[2025-02-27 12:36:27,905 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.3020 +[2025-02-27 12:36:27,955 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3096 +[2025-02-27 12:36:28,004 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4927 +[2025-02-27 12:36:28,045 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.4233 +[2025-02-27 12:36:28,093 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.3863 +[2025-02-27 12:36:28,124 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7931 +[2025-02-27 12:36:28,179 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3454 +[2025-02-27 12:36:28,206 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4396 +[2025-02-27 12:36:29,932 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:36:29,932 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:36:29,932 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:36:29,932 INFO hook.py line 232 3679208] wall : 0.8106 0.9119 +[2025-02-27 12:36:29,932 INFO hook.py line 232 3679208] floor : 0.9574 0.9834 +[2025-02-27 12:36:29,932 INFO hook.py line 232 3679208] cabinet : 0.5423 0.7099 +[2025-02-27 12:36:29,932 INFO hook.py line 232 3679208] bed : 0.6359 0.6462 +[2025-02-27 12:36:29,932 INFO hook.py line 232 3679208] chair : 0.8440 0.9274 +[2025-02-27 12:36:29,932 INFO hook.py line 232 3679208] sofa : 0.6325 0.6420 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] table : 0.6162 0.8522 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] door : 0.5271 0.6004 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] window : 0.4883 0.7455 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] bookshelf : 0.7149 0.8137 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] picture : 0.2754 0.3743 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] counter : 0.5492 0.7624 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] desk : 0.4798 0.5984 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] curtain : 0.6216 0.7517 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] refridgerator : 0.4222 0.5729 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] shower curtain : 0.5789 0.7012 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] toilet : 0.8400 0.9237 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] sink : 0.4941 0.7342 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] bathtub : 0.8217 0.8599 +[2025-02-27 12:36:29,933 INFO hook.py line 232 3679208] otherfurniture : 0.4493 0.6059 +[2025-02-27 12:36:29,933 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:36:29,933 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6151/0.7359/0.8587. +[2025-02-27 12:36:29,933 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:36:29,941 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6343 +[2025-02-27 12:36:29,941 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:36:54,998 INFO hook.py line 109 3679208] Train: [31/100][50/300] Data 0.003 (0.007) Batch 0.296 (0.382) Remain 02:13:21 loss: 0.6304 Lr: 5.01999e-03 +[2025-02-27 12:37:13,756 INFO hook.py line 109 3679208] Train: [31/100][100/300] Data 0.005 (0.008) Batch 0.300 (0.378) Remain 02:11:48 loss: 0.6487 Lr: 5.00774e-03 +[2025-02-27 12:37:31,840 INFO hook.py line 109 3679208] Train: [31/100][150/300] Data 0.017 (0.008) Batch 0.413 (0.373) Remain 02:09:31 loss: 0.7441 Lr: 4.99542e-03 +[2025-02-27 12:37:49,650 INFO hook.py line 109 3679208] Train: [31/100][200/300] Data 0.010 (0.008) Batch 0.395 (0.369) Remain 02:07:45 loss: 0.7125 Lr: 4.98304e-03 +[2025-02-27 12:38:07,493 INFO hook.py line 109 3679208] Train: [31/100][250/300] Data 0.007 (0.008) Batch 0.295 (0.366) Remain 02:06:38 loss: 0.7009 Lr: 4.97061e-03 +[2025-02-27 12:38:21,644 INFO hook.py line 109 3679208] Train: [31/100][300/300] Data 0.002 (0.008) Batch 0.202 (0.352) Remain 02:01:30 loss: 0.6203 Lr: 4.95811e-03 +[2025-02-27 12:38:21,644 INFO misc.py line 135 3679208] Train result: loss: 0.6774 +[2025-02-27 12:38:21,732 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:38:41,893 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1968 +[2025-02-27 12:38:42,459 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6637 +[2025-02-27 12:38:42,496 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3410 +[2025-02-27 12:38:42,551 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5057 +[2025-02-27 12:38:42,589 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3301 +[2025-02-27 12:38:42,651 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8517 +[2025-02-27 12:38:42,701 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5347 +[2025-02-27 12:38:42,753 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3447 +[2025-02-27 12:38:43,504 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2271 +[2025-02-27 12:38:43,545 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7093 +[2025-02-27 12:38:43,599 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5341 +[2025-02-27 12:38:43,663 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.5766 +[2025-02-27 12:38:43,709 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4652 +[2025-02-27 12:38:43,747 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7295 +[2025-02-27 12:38:43,782 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.3073 +[2025-02-27 12:38:43,837 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1990 +[2025-02-27 12:38:43,887 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8465 +[2025-02-27 12:38:43,921 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.3324 +[2025-02-27 12:38:43,965 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0732 +[2025-02-27 12:38:44,000 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1434 +[2025-02-27 12:38:44,042 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3001 +[2025-02-27 12:38:44,083 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1642 +[2025-02-27 12:38:44,111 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8685 +[2025-02-27 12:38:44,165 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8415 +[2025-02-27 12:38:44,212 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0888 +[2025-02-27 12:38:44,259 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6636 +[2025-02-27 12:38:44,308 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9811 +[2025-02-27 12:38:44,348 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5175 +[2025-02-27 12:38:44,389 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2948 +[2025-02-27 12:38:44,460 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6181 +[2025-02-27 12:38:44,514 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4921 +[2025-02-27 12:38:44,562 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5816 +[2025-02-27 12:38:44,622 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4450 +[2025-02-27 12:38:44,661 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0215 +[2025-02-27 12:38:44,698 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3178 +[2025-02-27 12:38:44,746 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9384 +[2025-02-27 12:38:44,794 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5882 +[2025-02-27 12:38:44,832 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3450 +[2025-02-27 12:38:44,902 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8874 +[2025-02-27 12:38:44,947 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5408 +[2025-02-27 12:38:44,989 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.7985 +[2025-02-27 12:38:45,015 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1653 +[2025-02-27 12:38:45,063 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2767 +[2025-02-27 12:38:45,128 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6049 +[2025-02-27 12:38:45,171 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5704 +[2025-02-27 12:38:45,223 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6586 +[2025-02-27 12:38:45,262 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.9851 +[2025-02-27 12:38:45,297 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6139 +[2025-02-27 12:38:45,331 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9986 +[2025-02-27 12:38:45,369 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1752 +[2025-02-27 12:38:45,397 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9721 +[2025-02-27 12:38:45,433 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9974 +[2025-02-27 12:38:45,459 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4156 +[2025-02-27 12:38:45,500 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.7247 +[2025-02-27 12:38:45,536 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0850 +[2025-02-27 12:38:45,575 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2498 +[2025-02-27 12:38:45,611 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6880 +[2025-02-27 12:38:45,646 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6310 +[2025-02-27 12:38:45,689 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8195 +[2025-02-27 12:38:45,723 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9358 +[2025-02-27 12:38:45,749 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8331 +[2025-02-27 12:38:45,794 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5471 +[2025-02-27 12:38:45,829 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9658 +[2025-02-27 12:38:45,883 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4604 +[2025-02-27 12:38:45,911 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3886 +[2025-02-27 12:38:45,951 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4692 +[2025-02-27 12:38:45,989 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3685 +[2025-02-27 12:38:46,024 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1286 +[2025-02-27 12:38:46,053 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2480 +[2025-02-27 12:38:46,107 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1537 +[2025-02-27 12:38:46,148 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0751 +[2025-02-27 12:38:46,197 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.6947 +[2025-02-27 12:38:46,245 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4518 +[2025-02-27 12:38:46,287 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.5867 +[2025-02-27 12:38:46,335 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5780 +[2025-02-27 12:38:46,363 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9818 +[2025-02-27 12:38:46,418 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4115 +[2025-02-27 12:38:46,450 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6459 +[2025-02-27 12:38:48,306 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:38:48,307 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:38:48,307 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:38:48,307 INFO hook.py line 232 3679208] wall : 0.7840 0.9389 +[2025-02-27 12:38:48,307 INFO hook.py line 232 3679208] floor : 0.9562 0.9804 +[2025-02-27 12:38:48,307 INFO hook.py line 232 3679208] cabinet : 0.5506 0.6513 +[2025-02-27 12:38:48,307 INFO hook.py line 232 3679208] bed : 0.6956 0.7287 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] chair : 0.8703 0.9474 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] sofa : 0.8162 0.8850 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] table : 0.6558 0.7531 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] door : 0.5102 0.5854 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] window : 0.4264 0.5729 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] bookshelf : 0.7550 0.8288 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] picture : 0.2623 0.5080 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] counter : 0.5819 0.7467 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] desk : 0.5300 0.7680 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] curtain : 0.6303 0.7542 +[2025-02-27 12:38:48,308 INFO hook.py line 232 3679208] refridgerator : 0.4995 0.5926 +[2025-02-27 12:38:48,309 INFO hook.py line 232 3679208] shower curtain : 0.6406 0.7305 +[2025-02-27 12:38:48,309 INFO hook.py line 232 3679208] toilet : 0.8376 0.9803 +[2025-02-27 12:38:48,309 INFO hook.py line 232 3679208] sink : 0.5631 0.7908 +[2025-02-27 12:38:48,309 INFO hook.py line 232 3679208] bathtub : 0.8560 0.9032 +[2025-02-27 12:38:48,309 INFO hook.py line 232 3679208] otherfurniture : 0.3896 0.4474 +[2025-02-27 12:38:48,309 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:38:48,309 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6405/0.7547/0.8608. +[2025-02-27 12:38:48,310 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:38:48,317 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6405 +[2025-02-27 12:38:48,317 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6405 +[2025-02-27 12:38:48,318 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:39:15,542 INFO hook.py line 109 3679208] Train: [32/100][50/300] Data 0.006 (0.008) Batch 0.336 (0.365) Remain 02:05:37 loss: 0.9187 Lr: 4.94556e-03 +[2025-02-27 12:39:33,500 INFO hook.py line 109 3679208] Train: [32/100][100/300] Data 0.012 (0.008) Batch 0.359 (0.362) Remain 02:04:16 loss: 0.5344 Lr: 4.93294e-03 +[2025-02-27 12:39:50,767 INFO hook.py line 109 3679208] Train: [32/100][150/300] Data 0.005 (0.008) Batch 0.312 (0.356) Remain 02:02:02 loss: 0.8036 Lr: 4.92027e-03 +[2025-02-27 12:40:07,523 INFO hook.py line 109 3679208] Train: [32/100][200/300] Data 0.004 (0.008) Batch 0.299 (0.351) Remain 01:59:54 loss: 0.9270 Lr: 4.90754e-03 +[2025-02-27 12:40:23,560 INFO hook.py line 109 3679208] Train: [32/100][250/300] Data 0.009 (0.008) Batch 0.349 (0.345) Remain 01:57:31 loss: 0.6762 Lr: 4.89475e-03 +[2025-02-27 12:40:35,980 INFO hook.py line 109 3679208] Train: [32/100][300/300] Data 0.003 (0.007) Batch 0.206 (0.329) Remain 01:51:43 loss: 0.6727 Lr: 4.88190e-03 +[2025-02-27 12:40:35,981 INFO misc.py line 135 3679208] Train result: loss: 0.6697 +[2025-02-27 12:40:36,061 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:40:53,391 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2810 +[2025-02-27 12:40:54,631 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7888 +[2025-02-27 12:40:54,777 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4870 +[2025-02-27 12:40:54,821 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5509 +[2025-02-27 12:40:54,852 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3879 +[2025-02-27 12:40:54,902 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6084 +[2025-02-27 12:40:54,948 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5965 +[2025-02-27 12:40:54,975 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2582 +[2025-02-27 12:40:55,335 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2358 +[2025-02-27 12:40:55,377 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6084 +[2025-02-27 12:40:55,419 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5029 +[2025-02-27 12:40:55,463 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9039 +[2025-02-27 12:40:55,510 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.0728 +[2025-02-27 12:40:55,556 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9668 +[2025-02-27 12:40:55,590 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.7044 +[2025-02-27 12:40:55,637 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2815 +[2025-02-27 12:40:55,674 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6915 +[2025-02-27 12:40:55,704 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8953 +[2025-02-27 12:40:55,748 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0899 +[2025-02-27 12:40:55,778 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3470 +[2025-02-27 12:40:55,811 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3329 +[2025-02-27 12:40:55,847 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.7448 +[2025-02-27 12:40:55,875 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8404 +[2025-02-27 12:40:55,916 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8830 +[2025-02-27 12:40:55,954 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.3136 +[2025-02-27 12:40:55,991 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6544 +[2025-02-27 12:40:56,039 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.7480 +[2025-02-27 12:40:56,077 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3708 +[2025-02-27 12:40:56,119 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3695 +[2025-02-27 12:40:56,171 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5630 +[2025-02-27 12:40:56,224 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5955 +[2025-02-27 12:40:56,258 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6296 +[2025-02-27 12:40:56,306 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3216 +[2025-02-27 12:40:56,342 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9044 +[2025-02-27 12:40:56,376 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3201 +[2025-02-27 12:40:56,419 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0135 +[2025-02-27 12:40:56,454 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4937 +[2025-02-27 12:40:56,483 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4683 +[2025-02-27 12:40:56,543 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6069 +[2025-02-27 12:40:56,594 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8556 +[2025-02-27 12:40:56,637 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8432 +[2025-02-27 12:40:56,667 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2374 +[2025-02-27 12:40:56,699 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.3226 +[2025-02-27 12:40:56,754 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5517 +[2025-02-27 12:40:56,785 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7372 +[2025-02-27 12:40:56,830 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.8958 +[2025-02-27 12:40:56,865 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6161 +[2025-02-27 12:40:56,894 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7657 +[2025-02-27 12:40:56,923 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2379 +[2025-02-27 12:40:56,951 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1159 +[2025-02-27 12:40:56,977 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7260 +[2025-02-27 12:40:57,013 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0685 +[2025-02-27 12:40:57,045 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2836 +[2025-02-27 12:40:57,085 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1180 +[2025-02-27 12:40:57,118 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1471 +[2025-02-27 12:40:57,156 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2632 +[2025-02-27 12:40:57,187 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7033 +[2025-02-27 12:40:57,212 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7658 +[2025-02-27 12:40:57,252 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7647 +[2025-02-27 12:40:57,293 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.0146 +[2025-02-27 12:40:57,328 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7724 +[2025-02-27 12:40:57,363 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7465 +[2025-02-27 12:40:57,400 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0227 +[2025-02-27 12:40:57,455 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7951 +[2025-02-27 12:40:57,483 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0510 +[2025-02-27 12:40:57,527 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6200 +[2025-02-27 12:40:57,565 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4043 +[2025-02-27 12:40:57,599 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2105 +[2025-02-27 12:40:57,629 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3345 +[2025-02-27 12:40:57,683 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.6616 +[2025-02-27 12:40:57,725 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1506 +[2025-02-27 12:40:57,774 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3929 +[2025-02-27 12:40:57,822 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.6249 +[2025-02-27 12:40:57,863 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1010 +[2025-02-27 12:40:57,911 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6561 +[2025-02-27 12:40:57,939 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8757 +[2025-02-27 12:40:57,993 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3655 +[2025-02-27 12:40:58,021 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.1567 +[2025-02-27 12:40:59,616 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:40:59,617 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:40:59,617 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:40:59,617 INFO hook.py line 232 3679208] wall : 0.8068 0.9204 +[2025-02-27 12:40:59,617 INFO hook.py line 232 3679208] floor : 0.9564 0.9812 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] cabinet : 0.5556 0.6972 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] bed : 0.7380 0.8151 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] chair : 0.8009 0.8215 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] sofa : 0.6800 0.8954 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] table : 0.6323 0.7904 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] door : 0.5373 0.7067 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] window : 0.5150 0.6350 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] bookshelf : 0.6815 0.9225 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] picture : 0.2878 0.3702 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] counter : 0.6027 0.8026 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] desk : 0.5302 0.7008 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] curtain : 0.5934 0.7022 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] refridgerator : 0.4890 0.5225 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] shower curtain : 0.5601 0.6147 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] toilet : 0.8743 0.9526 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] sink : 0.5730 0.6048 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] bathtub : 0.8653 0.8853 +[2025-02-27 12:40:59,618 INFO hook.py line 232 3679208] otherfurniture : 0.4506 0.5655 +[2025-02-27 12:40:59,618 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:40:59,618 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6365/0.7453/0.8618. +[2025-02-27 12:40:59,619 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:40:59,626 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6405 +[2025-02-27 12:40:59,626 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:41:20,141 INFO hook.py line 109 3679208] Train: [33/100][50/300] Data 0.010 (0.005) Batch 0.347 (0.301) Remain 01:41:56 loss: 0.7439 Lr: 4.86899e-03 +[2025-02-27 12:41:38,746 INFO hook.py line 109 3679208] Train: [33/100][100/300] Data 0.021 (0.007) Batch 0.421 (0.337) Remain 01:54:08 loss: 0.7756 Lr: 4.85603e-03 +[2025-02-27 12:41:56,405 INFO hook.py line 109 3679208] Train: [33/100][150/300] Data 0.005 (0.007) Batch 0.449 (0.343) Remain 01:55:41 loss: 0.6739 Lr: 4.84301e-03 +[2025-02-27 12:42:14,727 INFO hook.py line 109 3679208] Train: [33/100][200/300] Data 0.004 (0.008) Batch 0.423 (0.349) Remain 01:57:24 loss: 0.6544 Lr: 4.82994e-03 +[2025-02-27 12:42:32,695 INFO hook.py line 109 3679208] Train: [33/100][250/300] Data 0.005 (0.008) Batch 0.288 (0.351) Remain 01:57:51 loss: 0.5586 Lr: 4.81681e-03 +[2025-02-27 12:42:46,401 INFO hook.py line 109 3679208] Train: [33/100][300/300] Data 0.002 (0.007) Batch 0.234 (0.338) Remain 01:53:13 loss: 0.6984 Lr: 4.80363e-03 +[2025-02-27 12:42:46,402 INFO misc.py line 135 3679208] Train result: loss: 0.6698 +[2025-02-27 12:42:46,486 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:43:06,209 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1841 +[2025-02-27 12:43:06,277 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7137 +[2025-02-27 12:43:06,315 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5182 +[2025-02-27 12:43:06,374 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5755 +[2025-02-27 12:43:06,913 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4377 +[2025-02-27 12:43:06,975 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6575 +[2025-02-27 12:43:07,030 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5620 +[2025-02-27 12:43:07,080 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3055 +[2025-02-27 12:43:07,138 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9917 +[2025-02-27 12:43:07,179 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0439 +[2025-02-27 12:43:07,241 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5322 +[2025-02-27 12:43:07,291 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9171 +[2025-02-27 12:43:07,350 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4896 +[2025-02-27 12:43:07,394 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0089 +[2025-02-27 12:43:07,457 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8144 +[2025-02-27 12:43:07,512 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1747 +[2025-02-27 12:43:07,559 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7256 +[2025-02-27 12:43:07,612 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6371 +[2025-02-27 12:43:07,664 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8927 +[2025-02-27 12:43:07,719 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0015 +[2025-02-27 12:43:07,764 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2948 +[2025-02-27 12:43:07,806 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4541 +[2025-02-27 12:43:07,844 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8699 +[2025-02-27 12:43:07,906 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7844 +[2025-02-27 12:43:07,959 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9176 +[2025-02-27 12:43:08,010 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7135 +[2025-02-27 12:43:08,063 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3440 +[2025-02-27 12:43:08,109 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5742 +[2025-02-27 12:43:08,151 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3347 +[2025-02-27 12:43:08,206 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4990 +[2025-02-27 12:43:08,271 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5115 +[2025-02-27 12:43:08,310 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5940 +[2025-02-27 12:43:08,362 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4300 +[2025-02-27 12:43:08,399 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.4501 +[2025-02-27 12:43:08,449 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5359 +[2025-02-27 12:43:08,490 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.7693 +[2025-02-27 12:43:08,531 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4999 +[2025-02-27 12:43:08,572 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4340 +[2025-02-27 12:43:08,631 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8630 +[2025-02-27 12:43:08,698 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8221 +[2025-02-27 12:43:08,747 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9976 +[2025-02-27 12:43:08,791 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1235 +[2025-02-27 12:43:08,838 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1904 +[2025-02-27 12:43:08,897 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4681 +[2025-02-27 12:43:08,933 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7361 +[2025-02-27 12:43:08,979 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6669 +[2025-02-27 12:43:09,018 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8268 +[2025-02-27 12:43:09,050 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5130 +[2025-02-27 12:43:09,082 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2806 +[2025-02-27 12:43:09,113 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.5179 +[2025-02-27 12:43:09,141 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0296 +[2025-02-27 12:43:09,174 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9351 +[2025-02-27 12:43:09,210 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.7436 +[2025-02-27 12:43:09,243 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4542 +[2025-02-27 12:43:09,279 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0777 +[2025-02-27 12:43:09,319 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2849 +[2025-02-27 12:43:09,350 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6406 +[2025-02-27 12:43:09,377 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8437 +[2025-02-27 12:43:09,414 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8036 +[2025-02-27 12:43:09,447 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1362 +[2025-02-27 12:43:09,470 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8427 +[2025-02-27 12:43:09,502 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6238 +[2025-02-27 12:43:09,536 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9155 +[2025-02-27 12:43:09,590 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0764 +[2025-02-27 12:43:09,618 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.2879 +[2025-02-27 12:43:09,657 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6579 +[2025-02-27 12:43:09,694 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3695 +[2025-02-27 12:43:09,727 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2455 +[2025-02-27 12:43:09,759 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3575 +[2025-02-27 12:43:09,812 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8878 +[2025-02-27 12:43:09,854 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8136 +[2025-02-27 12:43:09,903 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3486 +[2025-02-27 12:43:09,952 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4397 +[2025-02-27 12:43:09,993 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.4714 +[2025-02-27 12:43:10,040 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4922 +[2025-02-27 12:43:10,070 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7511 +[2025-02-27 12:43:10,125 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4324 +[2025-02-27 12:43:10,152 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4716 +[2025-02-27 12:43:12,143 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:43:12,143 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:43:12,144 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] wall : 0.8204 0.9363 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] floor : 0.9547 0.9853 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] cabinet : 0.5422 0.6900 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] bed : 0.7228 0.8566 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] chair : 0.8720 0.9282 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] sofa : 0.8060 0.8804 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] table : 0.6181 0.8362 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] door : 0.5432 0.6101 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] window : 0.5143 0.6638 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] bookshelf : 0.7304 0.8650 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] picture : 0.3038 0.3791 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] counter : 0.5777 0.7250 +[2025-02-27 12:43:12,144 INFO hook.py line 232 3679208] desk : 0.5762 0.8098 +[2025-02-27 12:43:12,145 INFO hook.py line 232 3679208] curtain : 0.6373 0.7108 +[2025-02-27 12:43:12,145 INFO hook.py line 232 3679208] refridgerator : 0.3872 0.3989 +[2025-02-27 12:43:12,145 INFO hook.py line 232 3679208] shower curtain : 0.5387 0.6199 +[2025-02-27 12:43:12,145 INFO hook.py line 232 3679208] toilet : 0.8766 0.9239 +[2025-02-27 12:43:12,145 INFO hook.py line 232 3679208] sink : 0.6021 0.7060 +[2025-02-27 12:43:12,145 INFO hook.py line 232 3679208] bathtub : 0.8204 0.9106 +[2025-02-27 12:43:12,145 INFO hook.py line 232 3679208] otherfurniture : 0.4173 0.4717 +[2025-02-27 12:43:12,145 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:43:12,145 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6431/0.7454/0.8713. +[2025-02-27 12:43:12,145 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:43:12,151 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6431 +[2025-02-27 12:43:12,152 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6431 +[2025-02-27 12:43:12,152 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:43:38,273 INFO hook.py line 109 3679208] Train: [34/100][50/300] Data 0.012 (0.008) Batch 0.370 (0.348) Remain 01:56:14 loss: 0.8858 Lr: 4.79039e-03 +[2025-02-27 12:43:56,148 INFO hook.py line 109 3679208] Train: [34/100][100/300] Data 0.009 (0.007) Batch 0.447 (0.353) Remain 01:57:39 loss: 0.6798 Lr: 4.77709e-03 +[2025-02-27 12:44:14,121 INFO hook.py line 109 3679208] Train: [34/100][150/300] Data 0.004 (0.008) Batch 0.297 (0.355) Remain 01:58:05 loss: 0.4585 Lr: 4.76375e-03 +[2025-02-27 12:44:31,501 INFO hook.py line 109 3679208] Train: [34/100][200/300] Data 0.017 (0.008) Batch 0.375 (0.353) Remain 01:57:09 loss: 0.7824 Lr: 4.75035e-03 +[2025-02-27 12:44:49,876 INFO hook.py line 109 3679208] Train: [34/100][250/300] Data 0.006 (0.008) Batch 0.427 (0.356) Remain 01:57:48 loss: 0.5858 Lr: 4.73689e-03 +[2025-02-27 12:45:02,263 INFO hook.py line 109 3679208] Train: [34/100][300/300] Data 0.001 (0.007) Batch 0.199 (0.338) Remain 01:51:30 loss: 0.4871 Lr: 4.72338e-03 +[2025-02-27 12:45:02,263 INFO misc.py line 135 3679208] Train result: loss: 0.6489 +[2025-02-27 12:45:02,348 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:45:20,609 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1737 +[2025-02-27 12:45:21,245 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8264 +[2025-02-27 12:45:21,381 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5742 +[2025-02-27 12:45:21,432 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5243 +[2025-02-27 12:45:21,470 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5772 +[2025-02-27 12:45:21,530 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.4432 +[2025-02-27 12:45:21,582 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5416 +[2025-02-27 12:45:21,611 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2898 +[2025-02-27 12:45:21,769 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1744 +[2025-02-27 12:45:21,985 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0598 +[2025-02-27 12:45:22,027 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4397 +[2025-02-27 12:45:22,060 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0696 +[2025-02-27 12:45:22,107 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.8757 +[2025-02-27 12:45:22,151 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8683 +[2025-02-27 12:45:22,189 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3302 +[2025-02-27 12:45:22,241 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2705 +[2025-02-27 12:45:22,276 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8914 +[2025-02-27 12:45:22,308 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6284 +[2025-02-27 12:45:22,347 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9240 +[2025-02-27 12:45:22,382 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1434 +[2025-02-27 12:45:22,415 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2949 +[2025-02-27 12:45:22,452 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2785 +[2025-02-27 12:45:22,493 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0437 +[2025-02-27 12:45:22,537 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7906 +[2025-02-27 12:45:22,576 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0792 +[2025-02-27 12:45:22,617 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7532 +[2025-02-27 12:45:22,666 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1647 +[2025-02-27 12:45:22,702 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4516 +[2025-02-27 12:45:22,733 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2962 +[2025-02-27 12:45:22,784 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5182 +[2025-02-27 12:45:22,838 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6180 +[2025-02-27 12:45:22,874 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7170 +[2025-02-27 12:45:22,927 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2304 +[2025-02-27 12:45:22,965 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0307 +[2025-02-27 12:45:23,001 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4995 +[2025-02-27 12:45:23,041 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9258 +[2025-02-27 12:45:23,079 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6168 +[2025-02-27 12:45:23,111 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3686 +[2025-02-27 12:45:23,175 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5350 +[2025-02-27 12:45:23,219 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7017 +[2025-02-27 12:45:23,261 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9537 +[2025-02-27 12:45:23,298 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1687 +[2025-02-27 12:45:23,341 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2725 +[2025-02-27 12:45:23,401 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5529 +[2025-02-27 12:45:23,433 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.3984 +[2025-02-27 12:45:23,484 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6187 +[2025-02-27 12:45:23,523 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4417 +[2025-02-27 12:45:23,556 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5722 +[2025-02-27 12:45:23,587 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1104 +[2025-02-27 12:45:23,621 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.3384 +[2025-02-27 12:45:23,646 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.1451 +[2025-02-27 12:45:23,678 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8222 +[2025-02-27 12:45:23,707 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5537 +[2025-02-27 12:45:23,744 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.2429 +[2025-02-27 12:45:23,780 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0944 +[2025-02-27 12:45:23,818 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2404 +[2025-02-27 12:45:23,851 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7697 +[2025-02-27 12:45:23,876 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6619 +[2025-02-27 12:45:23,913 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9197 +[2025-02-27 12:45:23,945 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9565 +[2025-02-27 12:45:23,976 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7706 +[2025-02-27 12:45:24,011 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7773 +[2025-02-27 12:45:24,047 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.7490 +[2025-02-27 12:45:24,100 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.1782 +[2025-02-27 12:45:24,128 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0467 +[2025-02-27 12:45:24,168 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6517 +[2025-02-27 12:45:24,204 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.8309 +[2025-02-27 12:45:24,236 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.3396 +[2025-02-27 12:45:24,266 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3025 +[2025-02-27 12:45:24,319 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8631 +[2025-02-27 12:45:24,364 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1030 +[2025-02-27 12:45:24,413 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3807 +[2025-02-27 12:45:24,462 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5329 +[2025-02-27 12:45:24,502 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2369 +[2025-02-27 12:45:24,551 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5011 +[2025-02-27 12:45:24,580 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8613 +[2025-02-27 12:45:24,634 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5055 +[2025-02-27 12:45:24,662 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6398 +[2025-02-27 12:45:26,072 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:45:26,072 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:45:26,072 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:45:26,072 INFO hook.py line 232 3679208] wall : 0.8058 0.9303 +[2025-02-27 12:45:26,072 INFO hook.py line 232 3679208] floor : 0.9533 0.9835 +[2025-02-27 12:45:26,072 INFO hook.py line 232 3679208] cabinet : 0.5185 0.6796 +[2025-02-27 12:45:26,072 INFO hook.py line 232 3679208] bed : 0.7060 0.8721 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] chair : 0.8582 0.9315 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] sofa : 0.7775 0.8841 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] table : 0.6728 0.7783 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] door : 0.5286 0.6061 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] window : 0.4846 0.5731 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] bookshelf : 0.6019 0.9228 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] picture : 0.2666 0.4287 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] counter : 0.3037 0.3191 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] desk : 0.5485 0.6842 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] curtain : 0.6207 0.6984 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] refridgerator : 0.4302 0.4606 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] shower curtain : 0.4743 0.5016 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] toilet : 0.8937 0.9490 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] sink : 0.5599 0.6869 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] bathtub : 0.7056 0.9219 +[2025-02-27 12:45:26,073 INFO hook.py line 232 3679208] otherfurniture : 0.4731 0.5382 +[2025-02-27 12:45:26,073 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:45:26,073 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6092/0.7175/0.8635. +[2025-02-27 12:45:26,073 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:45:26,082 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6431 +[2025-02-27 12:45:26,082 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:45:49,112 INFO hook.py line 109 3679208] Train: [35/100][50/300] Data 0.002 (0.005) Batch 0.238 (0.329) Remain 01:48:24 loss: 0.5700 Lr: 4.70982e-03 +[2025-02-27 12:46:03,591 INFO hook.py line 109 3679208] Train: [35/100][100/300] Data 0.003 (0.005) Batch 0.248 (0.309) Remain 01:41:23 loss: 0.3175 Lr: 4.69621e-03 +[2025-02-27 12:46:16,801 INFO hook.py line 109 3679208] Train: [35/100][150/300] Data 0.012 (0.005) Batch 0.389 (0.294) Remain 01:36:10 loss: 0.6101 Lr: 4.68255e-03 +[2025-02-27 12:46:34,738 INFO hook.py line 109 3679208] Train: [35/100][200/300] Data 0.011 (0.006) Batch 0.373 (0.310) Remain 01:41:18 loss: 0.7284 Lr: 4.66884e-03 +[2025-02-27 12:46:52,682 INFO hook.py line 109 3679208] Train: [35/100][250/300] Data 0.010 (0.006) Batch 0.329 (0.320) Remain 01:44:16 loss: 0.7466 Lr: 4.65507e-03 +[2025-02-27 12:47:05,854 INFO hook.py line 109 3679208] Train: [35/100][300/300] Data 0.002 (0.006) Batch 0.208 (0.311) Remain 01:40:54 loss: 0.5967 Lr: 4.64153e-03 +[2025-02-27 12:47:05,855 INFO misc.py line 135 3679208] Train result: loss: 0.6578 +[2025-02-27 12:47:05,931 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:47:26,159 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1948 +[2025-02-27 12:47:26,727 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6949 +[2025-02-27 12:47:26,772 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5320 +[2025-02-27 12:47:26,827 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4874 +[2025-02-27 12:47:26,875 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2560 +[2025-02-27 12:47:26,933 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.3470 +[2025-02-27 12:47:26,982 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6187 +[2025-02-27 12:47:27,021 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3271 +[2025-02-27 12:47:27,065 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0031 +[2025-02-27 12:47:27,104 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.1330 +[2025-02-27 12:47:27,148 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6536 +[2025-02-27 12:47:27,185 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0776 +[2025-02-27 12:47:27,234 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4446 +[2025-02-27 12:47:27,271 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0141 +[2025-02-27 12:47:27,311 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.3794 +[2025-02-27 12:47:27,358 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3668 +[2025-02-27 12:47:27,397 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6623 +[2025-02-27 12:47:27,435 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.6389 +[2025-02-27 12:47:27,482 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.2166 +[2025-02-27 12:47:27,518 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0313 +[2025-02-27 12:47:27,559 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3082 +[2025-02-27 12:47:27,602 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4807 +[2025-02-27 12:47:27,641 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6086 +[2025-02-27 12:47:27,693 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0542 +[2025-02-27 12:47:27,753 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.2408 +[2025-02-27 12:47:27,799 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6865 +[2025-02-27 12:47:27,855 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9000 +[2025-02-27 12:47:27,892 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6669 +[2025-02-27 12:47:27,921 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3214 +[2025-02-27 12:47:27,973 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5059 +[2025-02-27 12:47:28,031 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5072 +[2025-02-27 12:47:28,063 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6875 +[2025-02-27 12:47:28,113 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2149 +[2025-02-27 12:47:28,157 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8466 +[2025-02-27 12:47:28,207 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.6867 +[2025-02-27 12:47:28,252 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9885 +[2025-02-27 12:47:28,296 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5179 +[2025-02-27 12:47:28,340 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2984 +[2025-02-27 12:47:28,405 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5109 +[2025-02-27 12:47:28,456 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4113 +[2025-02-27 12:47:28,510 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1141 +[2025-02-27 12:47:28,551 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2850 +[2025-02-27 12:47:28,591 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2300 +[2025-02-27 12:47:28,643 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6139 +[2025-02-27 12:47:28,689 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4637 +[2025-02-27 12:47:28,747 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5709 +[2025-02-27 12:47:28,783 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7169 +[2025-02-27 12:47:28,814 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5753 +[2025-02-27 12:47:28,846 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0235 +[2025-02-27 12:47:28,878 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.5347 +[2025-02-27 12:47:28,909 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0262 +[2025-02-27 12:47:28,941 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0401 +[2025-02-27 12:47:28,966 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.6500 +[2025-02-27 12:47:29,001 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1166 +[2025-02-27 12:47:29,038 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0992 +[2025-02-27 12:47:29,076 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2359 +[2025-02-27 12:47:29,109 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8152 +[2025-02-27 12:47:29,136 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7956 +[2025-02-27 12:47:29,174 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8019 +[2025-02-27 12:47:29,207 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9792 +[2025-02-27 12:47:29,232 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7069 +[2025-02-27 12:47:29,265 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7167 +[2025-02-27 12:47:29,302 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0899 +[2025-02-27 12:47:29,357 INFO hook.py line 289 3679208] Test: [64/78] Loss 2.1623 +[2025-02-27 12:47:29,384 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8363 +[2025-02-27 12:47:29,424 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6769 +[2025-02-27 12:47:29,461 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4794 +[2025-02-27 12:47:29,493 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.4893 +[2025-02-27 12:47:29,523 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3074 +[2025-02-27 12:47:29,577 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2353 +[2025-02-27 12:47:29,618 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.2490 +[2025-02-27 12:47:29,667 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2819 +[2025-02-27 12:47:29,715 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4414 +[2025-02-27 12:47:29,756 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8307 +[2025-02-27 12:47:29,804 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4475 +[2025-02-27 12:47:29,833 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7975 +[2025-02-27 12:47:29,886 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5715 +[2025-02-27 12:47:29,913 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7055 +[2025-02-27 12:47:31,777 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:47:31,778 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:47:31,778 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:47:31,778 INFO hook.py line 232 3679208] wall : 0.7901 0.8870 +[2025-02-27 12:47:31,778 INFO hook.py line 232 3679208] floor : 0.9581 0.9763 +[2025-02-27 12:47:31,778 INFO hook.py line 232 3679208] cabinet : 0.5544 0.6632 +[2025-02-27 12:47:31,778 INFO hook.py line 232 3679208] bed : 0.6558 0.6780 +[2025-02-27 12:47:31,778 INFO hook.py line 232 3679208] chair : 0.8696 0.9457 +[2025-02-27 12:47:31,778 INFO hook.py line 232 3679208] sofa : 0.7819 0.8400 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] table : 0.6551 0.7710 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] door : 0.5308 0.6878 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] window : 0.5097 0.6314 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] bookshelf : 0.7189 0.8257 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] picture : 0.2691 0.4124 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] counter : 0.5790 0.7169 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] desk : 0.5405 0.7705 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] curtain : 0.3386 0.9015 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] refridgerator : 0.3838 0.3953 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] shower curtain : 0.4186 0.4860 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] toilet : 0.8331 0.8567 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] sink : 0.5700 0.6547 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] bathtub : 0.8515 0.8896 +[2025-02-27 12:47:31,779 INFO hook.py line 232 3679208] otherfurniture : 0.4812 0.6159 +[2025-02-27 12:47:31,779 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:47:31,783 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6145/0.7303/0.8550. +[2025-02-27 12:47:31,785 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:47:31,796 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6431 +[2025-02-27 12:47:31,797 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:47:57,086 INFO hook.py line 109 3679208] Train: [36/100][50/300] Data 0.005 (0.008) Batch 0.292 (0.361) Remain 01:56:55 loss: 0.5705 Lr: 4.62767e-03 +[2025-02-27 12:48:15,887 INFO hook.py line 109 3679208] Train: [36/100][100/300] Data 0.008 (0.008) Batch 0.290 (0.369) Remain 01:59:11 loss: 0.6640 Lr: 4.61376e-03 +[2025-02-27 12:48:33,806 INFO hook.py line 109 3679208] Train: [36/100][150/300] Data 0.016 (0.008) Batch 0.554 (0.365) Remain 01:57:44 loss: 0.7808 Lr: 4.59979e-03 +[2025-02-27 12:48:51,756 INFO hook.py line 109 3679208] Train: [36/100][200/300] Data 0.010 (0.008) Batch 0.363 (0.364) Remain 01:56:56 loss: 0.5521 Lr: 4.58578e-03 +[2025-02-27 12:49:09,582 INFO hook.py line 109 3679208] Train: [36/100][250/300] Data 0.006 (0.008) Batch 0.326 (0.362) Remain 01:56:11 loss: 0.6974 Lr: 4.57172e-03 +[2025-02-27 12:49:23,725 INFO hook.py line 109 3679208] Train: [36/100][300/300] Data 0.002 (0.008) Batch 0.218 (0.349) Remain 01:51:36 loss: 0.4712 Lr: 4.55762e-03 +[2025-02-27 12:49:23,726 INFO misc.py line 135 3679208] Train result: loss: 0.6501 +[2025-02-27 12:49:23,820 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:49:44,774 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1936 +[2025-02-27 12:49:44,824 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4623 +[2025-02-27 12:49:44,859 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5139 +[2025-02-27 12:49:44,907 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5117 +[2025-02-27 12:49:44,938 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4797 +[2025-02-27 12:49:44,986 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5622 +[2025-02-27 12:49:45,032 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5182 +[2025-02-27 12:49:45,057 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4665 +[2025-02-27 12:49:45,097 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1189 +[2025-02-27 12:49:45,127 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7882 +[2025-02-27 12:49:45,179 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5211 +[2025-02-27 12:49:45,212 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9460 +[2025-02-27 12:49:45,261 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4838 +[2025-02-27 12:49:45,304 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6404 +[2025-02-27 12:49:45,346 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3729 +[2025-02-27 12:49:45,414 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3062 +[2025-02-27 12:49:45,456 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.9391 +[2025-02-27 12:49:45,504 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.5594 +[2025-02-27 12:49:45,550 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.4391 +[2025-02-27 12:49:45,597 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0946 +[2025-02-27 12:49:45,655 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3160 +[2025-02-27 12:49:45,713 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1237 +[2025-02-27 12:49:45,749 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8638 +[2025-02-27 12:49:45,797 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8887 +[2025-02-27 12:49:45,841 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0023 +[2025-02-27 12:49:45,887 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6402 +[2025-02-27 12:49:45,943 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1273 +[2025-02-27 12:49:45,983 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4002 +[2025-02-27 12:49:46,023 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3368 +[2025-02-27 12:49:46,072 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4378 +[2025-02-27 12:49:46,126 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4115 +[2025-02-27 12:49:46,164 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6990 +[2025-02-27 12:49:46,212 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2259 +[2025-02-27 12:49:46,249 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9595 +[2025-02-27 12:49:46,295 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.7427 +[2025-02-27 12:49:46,332 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.1238 +[2025-02-27 12:49:46,375 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5391 +[2025-02-27 12:49:46,411 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3931 +[2025-02-27 12:49:46,471 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.1287 +[2025-02-27 12:49:46,513 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6512 +[2025-02-27 12:49:46,562 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0869 +[2025-02-27 12:49:46,597 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1858 +[2025-02-27 12:49:46,640 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1783 +[2025-02-27 12:49:46,701 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7152 +[2025-02-27 12:49:46,741 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5111 +[2025-02-27 12:49:46,791 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6317 +[2025-02-27 12:49:46,833 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4981 +[2025-02-27 12:49:46,871 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6051 +[2025-02-27 12:49:46,910 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.7486 +[2025-02-27 12:49:46,948 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9481 +[2025-02-27 12:49:46,977 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0734 +[2025-02-27 12:49:47,009 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0543 +[2025-02-27 12:49:47,034 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.8468 +[2025-02-27 12:49:47,066 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0548 +[2025-02-27 12:49:47,101 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1033 +[2025-02-27 12:49:47,139 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.3058 +[2025-02-27 12:49:47,169 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.3156 +[2025-02-27 12:49:47,194 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5941 +[2025-02-27 12:49:47,231 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9822 +[2025-02-27 12:49:47,262 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8785 +[2025-02-27 12:49:47,294 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5645 +[2025-02-27 12:49:47,326 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5705 +[2025-02-27 12:49:47,360 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.4229 +[2025-02-27 12:49:47,413 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5276 +[2025-02-27 12:49:47,450 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8766 +[2025-02-27 12:49:47,489 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.8764 +[2025-02-27 12:49:47,525 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6932 +[2025-02-27 12:49:47,557 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8947 +[2025-02-27 12:49:47,585 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3507 +[2025-02-27 12:49:47,638 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.6548 +[2025-02-27 12:49:47,678 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0748 +[2025-02-27 12:49:47,727 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2411 +[2025-02-27 12:49:47,774 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4657 +[2025-02-27 12:49:47,813 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2113 +[2025-02-27 12:49:47,860 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7409 +[2025-02-27 12:49:47,887 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7950 +[2025-02-27 12:49:47,940 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.6498 +[2025-02-27 12:49:47,966 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.0696 +[2025-02-27 12:49:49,386 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:49:49,386 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:49:49,386 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:49:49,386 INFO hook.py line 232 3679208] wall : 0.7982 0.8749 +[2025-02-27 12:49:49,386 INFO hook.py line 232 3679208] floor : 0.9508 0.9866 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] cabinet : 0.5667 0.6901 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] bed : 0.7459 0.8267 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] chair : 0.8551 0.9446 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] sofa : 0.7354 0.7752 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] table : 0.6449 0.6839 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] door : 0.5579 0.7629 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] window : 0.4840 0.7938 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] bookshelf : 0.6696 0.9078 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] picture : 0.2775 0.5401 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] counter : 0.4837 0.5549 +[2025-02-27 12:49:49,387 INFO hook.py line 232 3679208] desk : 0.5914 0.7263 +[2025-02-27 12:49:49,388 INFO hook.py line 232 3679208] curtain : 0.6199 0.6650 +[2025-02-27 12:49:49,388 INFO hook.py line 232 3679208] refridgerator : 0.4722 0.5963 +[2025-02-27 12:49:49,388 INFO hook.py line 232 3679208] shower curtain : 0.6525 0.7416 +[2025-02-27 12:49:49,388 INFO hook.py line 232 3679208] toilet : 0.9064 0.9498 +[2025-02-27 12:49:49,388 INFO hook.py line 232 3679208] sink : 0.6203 0.7394 +[2025-02-27 12:49:49,388 INFO hook.py line 232 3679208] bathtub : 0.8480 0.9278 +[2025-02-27 12:49:49,388 INFO hook.py line 232 3679208] otherfurniture : 0.4620 0.6035 +[2025-02-27 12:49:49,388 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:49:49,388 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6471/0.7646/0.8621. +[2025-02-27 12:49:49,389 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:49:49,398 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6471 +[2025-02-27 12:49:49,398 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6471 +[2025-02-27 12:49:49,398 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:50:12,595 INFO hook.py line 109 3679208] Train: [37/100][50/300] Data 0.007 (0.009) Batch 0.407 (0.317) Remain 01:41:03 loss: 0.9530 Lr: 4.54346e-03 +[2025-02-27 12:50:28,835 INFO hook.py line 109 3679208] Train: [37/100][100/300] Data 0.007 (0.008) Batch 0.290 (0.321) Remain 01:42:08 loss: 0.7630 Lr: 4.52926e-03 +[2025-02-27 12:50:44,451 INFO hook.py line 109 3679208] Train: [37/100][150/300] Data 0.006 (0.007) Batch 0.351 (0.318) Remain 01:40:56 loss: 0.7259 Lr: 4.51502e-03 +[2025-02-27 12:51:00,225 INFO hook.py line 109 3679208] Train: [37/100][200/300] Data 0.008 (0.007) Batch 0.310 (0.317) Remain 01:40:29 loss: 0.4802 Lr: 4.50072e-03 +[2025-02-27 12:51:16,061 INFO hook.py line 109 3679208] Train: [37/100][250/300] Data 0.003 (0.007) Batch 0.246 (0.317) Remain 01:40:10 loss: 0.7651 Lr: 4.48638e-03 +[2025-02-27 12:51:27,297 INFO hook.py line 109 3679208] Train: [37/100][300/300] Data 0.001 (0.006) Batch 0.188 (0.302) Remain 01:35:00 loss: 0.6305 Lr: 4.47200e-03 +[2025-02-27 12:51:27,298 INFO misc.py line 135 3679208] Train result: loss: 0.6348 +[2025-02-27 12:51:27,374 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:51:41,594 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1523 +[2025-02-27 12:51:42,693 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.9561 +[2025-02-27 12:51:42,737 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5927 +[2025-02-27 12:51:42,797 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5511 +[2025-02-27 12:51:42,845 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3736 +[2025-02-27 12:51:42,920 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6809 +[2025-02-27 12:51:44,423 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5907 +[2025-02-27 12:51:44,461 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3245 +[2025-02-27 12:51:44,504 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0197 +[2025-02-27 12:51:44,550 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7048 +[2025-02-27 12:51:44,599 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5458 +[2025-02-27 12:51:44,640 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.6142 +[2025-02-27 12:51:44,690 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.5153 +[2025-02-27 12:51:44,738 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0039 +[2025-02-27 12:51:44,826 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.6315 +[2025-02-27 12:51:44,870 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2403 +[2025-02-27 12:51:44,910 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8995 +[2025-02-27 12:51:44,956 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6270 +[2025-02-27 12:51:45,001 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1609 +[2025-02-27 12:51:45,052 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9929 +[2025-02-27 12:51:45,089 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3266 +[2025-02-27 12:51:45,133 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3569 +[2025-02-27 12:51:45,179 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8447 +[2025-02-27 12:51:45,226 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9614 +[2025-02-27 12:51:45,278 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.2137 +[2025-02-27 12:51:45,328 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6331 +[2025-02-27 12:51:45,377 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5255 +[2025-02-27 12:51:45,421 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5332 +[2025-02-27 12:51:45,480 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3023 +[2025-02-27 12:51:45,531 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6285 +[2025-02-27 12:51:45,597 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6431 +[2025-02-27 12:51:45,641 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.9600 +[2025-02-27 12:51:45,706 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.4550 +[2025-02-27 12:51:45,750 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1757 +[2025-02-27 12:51:45,799 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4261 +[2025-02-27 12:51:45,853 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.2035 +[2025-02-27 12:51:45,904 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6403 +[2025-02-27 12:51:45,950 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4414 +[2025-02-27 12:51:46,024 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5080 +[2025-02-27 12:51:46,092 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8212 +[2025-02-27 12:51:46,143 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8561 +[2025-02-27 12:51:46,188 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1360 +[2025-02-27 12:51:46,233 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1921 +[2025-02-27 12:51:46,288 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5777 +[2025-02-27 12:51:46,335 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6439 +[2025-02-27 12:51:46,397 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5949 +[2025-02-27 12:51:46,443 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7686 +[2025-02-27 12:51:46,481 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7582 +[2025-02-27 12:51:46,518 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0547 +[2025-02-27 12:51:46,554 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1379 +[2025-02-27 12:51:46,596 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7181 +[2025-02-27 12:51:46,628 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9882 +[2025-02-27 12:51:46,662 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3635 +[2025-02-27 12:51:46,696 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8126 +[2025-02-27 12:51:46,734 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0599 +[2025-02-27 12:51:46,772 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2343 +[2025-02-27 12:51:46,813 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1413 +[2025-02-27 12:51:46,839 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6025 +[2025-02-27 12:51:46,878 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8795 +[2025-02-27 12:51:46,911 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9537 +[2025-02-27 12:51:46,945 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5442 +[2025-02-27 12:51:46,979 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4640 +[2025-02-27 12:51:47,015 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2326 +[2025-02-27 12:51:47,069 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5233 +[2025-02-27 12:51:47,097 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0535 +[2025-02-27 12:51:47,138 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6052 +[2025-02-27 12:51:47,176 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4784 +[2025-02-27 12:51:47,208 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9388 +[2025-02-27 12:51:47,239 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2635 +[2025-02-27 12:51:47,294 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9328 +[2025-02-27 12:51:47,335 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8486 +[2025-02-27 12:51:47,394 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2763 +[2025-02-27 12:51:47,449 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4495 +[2025-02-27 12:51:47,489 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.4724 +[2025-02-27 12:51:47,536 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4921 +[2025-02-27 12:51:47,566 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.0332 +[2025-02-27 12:51:47,621 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4472 +[2025-02-27 12:51:47,647 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7089 +[2025-02-27 12:51:49,669 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:51:49,670 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:51:49,670 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] wall : 0.8026 0.9380 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] floor : 0.9540 0.9831 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] cabinet : 0.5411 0.7151 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] bed : 0.7146 0.8467 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] chair : 0.8700 0.9364 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] sofa : 0.7758 0.8575 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] table : 0.6777 0.7900 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] door : 0.4842 0.5610 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] window : 0.5008 0.5557 +[2025-02-27 12:51:49,670 INFO hook.py line 232 3679208] bookshelf : 0.7232 0.8834 +[2025-02-27 12:51:49,674 INFO hook.py line 232 3679208] picture : 0.2703 0.3663 +[2025-02-27 12:51:49,674 INFO hook.py line 232 3679208] counter : 0.6018 0.7762 +[2025-02-27 12:51:49,674 INFO hook.py line 232 3679208] desk : 0.5177 0.6523 +[2025-02-27 12:51:49,675 INFO hook.py line 232 3679208] curtain : 0.6601 0.7456 +[2025-02-27 12:51:49,675 INFO hook.py line 232 3679208] refridgerator : 0.5289 0.5981 +[2025-02-27 12:51:49,675 INFO hook.py line 232 3679208] shower curtain : 0.5796 0.6667 +[2025-02-27 12:51:49,675 INFO hook.py line 232 3679208] toilet : 0.8215 0.8910 +[2025-02-27 12:51:49,675 INFO hook.py line 232 3679208] sink : 0.6047 0.7134 +[2025-02-27 12:51:49,675 INFO hook.py line 232 3679208] bathtub : 0.7678 0.9255 +[2025-02-27 12:51:49,675 INFO hook.py line 232 3679208] otherfurniture : 0.4287 0.5342 +[2025-02-27 12:51:49,675 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:51:49,675 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6413/0.7468/0.8670. +[2025-02-27 12:51:49,676 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:51:49,688 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6471 +[2025-02-27 12:51:49,689 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:52:15,829 INFO hook.py line 109 3679208] Train: [38/100][50/300] Data 0.017 (0.009) Batch 0.303 (0.369) Remain 01:55:54 loss: 0.4745 Lr: 4.45757e-03 +[2025-02-27 12:52:34,318 INFO hook.py line 109 3679208] Train: [38/100][100/300] Data 0.003 (0.009) Batch 0.399 (0.369) Remain 01:55:45 loss: 0.9702 Lr: 4.44310e-03 +[2025-02-27 12:52:51,530 INFO hook.py line 109 3679208] Train: [38/100][150/300] Data 0.009 (0.009) Batch 0.344 (0.361) Remain 01:52:45 loss: 0.7786 Lr: 4.42858e-03 +[2025-02-27 12:53:09,541 INFO hook.py line 109 3679208] Train: [38/100][200/300] Data 0.008 (0.009) Batch 0.358 (0.361) Remain 01:52:24 loss: 0.5445 Lr: 4.41402e-03 +[2025-02-27 12:53:27,323 INFO hook.py line 109 3679208] Train: [38/100][250/300] Data 0.002 (0.009) Batch 0.285 (0.360) Remain 01:51:47 loss: 0.5799 Lr: 4.39942e-03 +[2025-02-27 12:53:40,722 INFO hook.py line 109 3679208] Train: [38/100][300/300] Data 0.004 (0.008) Batch 0.199 (0.344) Remain 01:46:42 loss: 0.7971 Lr: 4.38477e-03 +[2025-02-27 12:53:40,723 INFO misc.py line 135 3679208] Train result: loss: 0.6406 +[2025-02-27 12:53:40,810 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:54:00,833 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2290 +[2025-02-27 12:54:00,903 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7775 +[2025-02-27 12:54:01,117 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5602 +[2025-02-27 12:54:01,165 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4857 +[2025-02-27 12:54:01,201 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.6432 +[2025-02-27 12:54:01,268 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.3556 +[2025-02-27 12:54:01,384 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5487 +[2025-02-27 12:54:01,424 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2688 +[2025-02-27 12:54:01,477 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1112 +[2025-02-27 12:54:01,525 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6506 +[2025-02-27 12:54:01,574 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6738 +[2025-02-27 12:54:01,618 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.2363 +[2025-02-27 12:54:01,666 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.9337 +[2025-02-27 12:54:01,708 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8158 +[2025-02-27 12:54:01,755 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8258 +[2025-02-27 12:54:02,409 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2099 +[2025-02-27 12:54:02,459 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7761 +[2025-02-27 12:54:02,501 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8296 +[2025-02-27 12:54:02,550 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.4285 +[2025-02-27 12:54:02,592 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9169 +[2025-02-27 12:54:02,633 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2604 +[2025-02-27 12:54:02,684 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2339 +[2025-02-27 12:54:02,724 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6588 +[2025-02-27 12:54:02,768 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9078 +[2025-02-27 12:54:02,822 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8137 +[2025-02-27 12:54:02,864 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7254 +[2025-02-27 12:54:02,912 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2671 +[2025-02-27 12:54:02,952 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5983 +[2025-02-27 12:54:02,986 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3426 +[2025-02-27 12:54:03,048 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4812 +[2025-02-27 12:54:03,108 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6601 +[2025-02-27 12:54:03,144 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5152 +[2025-02-27 12:54:03,208 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2855 +[2025-02-27 12:54:03,252 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9331 +[2025-02-27 12:54:03,294 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3186 +[2025-02-27 12:54:03,341 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9880 +[2025-02-27 12:54:03,378 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4655 +[2025-02-27 12:54:03,418 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4536 +[2025-02-27 12:54:03,480 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7519 +[2025-02-27 12:54:03,529 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4499 +[2025-02-27 12:54:03,584 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9504 +[2025-02-27 12:54:03,626 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.4602 +[2025-02-27 12:54:03,672 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2920 +[2025-02-27 12:54:03,730 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7008 +[2025-02-27 12:54:03,771 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7248 +[2025-02-27 12:54:03,827 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6440 +[2025-02-27 12:54:03,875 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6970 +[2025-02-27 12:54:03,917 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6644 +[2025-02-27 12:54:03,953 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.3041 +[2025-02-27 12:54:03,986 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1369 +[2025-02-27 12:54:04,016 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8466 +[2025-02-27 12:54:04,050 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8814 +[2025-02-27 12:54:04,078 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3465 +[2025-02-27 12:54:04,118 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3733 +[2025-02-27 12:54:04,154 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0817 +[2025-02-27 12:54:04,194 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2041 +[2025-02-27 12:54:04,227 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.3519 +[2025-02-27 12:54:04,255 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8209 +[2025-02-27 12:54:04,293 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8258 +[2025-02-27 12:54:04,327 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1474 +[2025-02-27 12:54:04,359 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6745 +[2025-02-27 12:54:04,393 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5249 +[2025-02-27 12:54:04,429 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2326 +[2025-02-27 12:54:04,483 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3968 +[2025-02-27 12:54:04,510 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9923 +[2025-02-27 12:54:04,550 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6935 +[2025-02-27 12:54:04,588 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.7428 +[2025-02-27 12:54:04,620 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0792 +[2025-02-27 12:54:04,649 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3451 +[2025-02-27 12:54:04,703 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7876 +[2025-02-27 12:54:04,744 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0599 +[2025-02-27 12:54:04,794 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3368 +[2025-02-27 12:54:04,841 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4113 +[2025-02-27 12:54:04,882 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2680 +[2025-02-27 12:54:04,930 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6048 +[2025-02-27 12:54:04,959 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8494 +[2025-02-27 12:54:05,014 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4212 +[2025-02-27 12:54:05,040 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4890 +[2025-02-27 12:54:06,797 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:54:06,797 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:54:06,797 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] wall : 0.8059 0.9323 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] floor : 0.9541 0.9811 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] cabinet : 0.5531 0.6716 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] bed : 0.7240 0.7465 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] chair : 0.8560 0.9264 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] sofa : 0.6883 0.7017 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] table : 0.6299 0.7653 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] door : 0.5421 0.6275 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] window : 0.4912 0.6121 +[2025-02-27 12:54:06,797 INFO hook.py line 232 3679208] bookshelf : 0.6937 0.8655 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] picture : 0.2599 0.3763 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] counter : 0.5735 0.6943 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] desk : 0.5328 0.7551 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] curtain : 0.5242 0.7994 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] refridgerator : 0.4704 0.5667 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] shower curtain : 0.5451 0.7576 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] toilet : 0.9040 0.9497 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] sink : 0.5566 0.7311 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] bathtub : 0.8101 0.8931 +[2025-02-27 12:54:06,798 INFO hook.py line 232 3679208] otherfurniture : 0.4503 0.5604 +[2025-02-27 12:54:06,798 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:54:06,798 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6283/0.7457/0.8629. +[2025-02-27 12:54:06,799 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:54:06,807 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6471 +[2025-02-27 12:54:06,808 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:54:32,586 INFO hook.py line 109 3679208] Train: [39/100][50/300] Data 0.004 (0.008) Batch 0.298 (0.358) Remain 01:50:47 loss: 0.6010 Lr: 4.37008e-03 +[2025-02-27 12:54:50,409 INFO hook.py line 109 3679208] Train: [39/100][100/300] Data 0.004 (0.007) Batch 0.401 (0.357) Remain 01:50:11 loss: 0.3843 Lr: 4.35535e-03 +[2025-02-27 12:55:08,255 INFO hook.py line 109 3679208] Train: [39/100][150/300] Data 0.007 (0.008) Batch 0.400 (0.357) Remain 01:49:50 loss: 0.4056 Lr: 4.34058e-03 +[2025-02-27 12:55:23,891 INFO hook.py line 109 3679208] Train: [39/100][200/300] Data 0.011 (0.007) Batch 0.287 (0.346) Remain 01:46:05 loss: 0.6344 Lr: 4.32577e-03 +[2025-02-27 12:55:39,434 INFO hook.py line 109 3679208] Train: [39/100][250/300] Data 0.003 (0.007) Batch 0.251 (0.339) Remain 01:43:37 loss: 0.7207 Lr: 4.31092e-03 +[2025-02-27 12:55:51,770 INFO hook.py line 109 3679208] Train: [39/100][300/300] Data 0.001 (0.006) Batch 0.186 (0.323) Remain 01:38:36 loss: 1.0315 Lr: 4.29603e-03 +[2025-02-27 12:55:51,771 INFO misc.py line 135 3679208] Train result: loss: 0.6251 +[2025-02-27 12:55:51,872 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:56:11,329 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1941 +[2025-02-27 12:56:11,372 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6610 +[2025-02-27 12:56:11,692 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.6379 +[2025-02-27 12:56:11,749 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4982 +[2025-02-27 12:56:11,785 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3185 +[2025-02-27 12:56:11,834 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8142 +[2025-02-27 12:56:11,880 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5641 +[2025-02-27 12:56:11,905 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3015 +[2025-02-27 12:56:11,945 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1845 +[2025-02-27 12:56:11,975 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7795 +[2025-02-27 12:56:12,019 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7300 +[2025-02-27 12:56:12,052 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9047 +[2025-02-27 12:56:12,097 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6867 +[2025-02-27 12:56:12,133 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1032 +[2025-02-27 12:56:12,168 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.5141 +[2025-02-27 12:56:12,216 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3334 +[2025-02-27 12:56:12,254 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6984 +[2025-02-27 12:56:12,292 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6618 +[2025-02-27 12:56:12,334 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0479 +[2025-02-27 12:56:12,369 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9518 +[2025-02-27 12:56:12,404 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2656 +[2025-02-27 12:56:12,443 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2054 +[2025-02-27 12:56:12,483 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9903 +[2025-02-27 12:56:12,530 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9284 +[2025-02-27 12:56:12,573 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8211 +[2025-02-27 12:56:12,611 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6304 +[2025-02-27 12:56:12,658 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3528 +[2025-02-27 12:56:12,696 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6760 +[2025-02-27 12:56:12,723 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2647 +[2025-02-27 12:56:12,771 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6048 +[2025-02-27 12:56:12,825 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5770 +[2025-02-27 12:56:12,857 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7420 +[2025-02-27 12:56:12,906 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1857 +[2025-02-27 12:56:12,941 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8837 +[2025-02-27 12:56:12,977 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4447 +[2025-02-27 12:56:13,014 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8841 +[2025-02-27 12:56:13,049 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5815 +[2025-02-27 12:56:13,076 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3142 +[2025-02-27 12:56:13,136 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4260 +[2025-02-27 12:56:13,177 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6831 +[2025-02-27 12:56:13,217 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0553 +[2025-02-27 12:56:13,253 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1385 +[2025-02-27 12:56:13,292 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2177 +[2025-02-27 12:56:13,342 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5538 +[2025-02-27 12:56:13,378 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6429 +[2025-02-27 12:56:13,423 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5580 +[2025-02-27 12:56:13,458 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.9634 +[2025-02-27 12:56:13,486 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7059 +[2025-02-27 12:56:13,515 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2902 +[2025-02-27 12:56:13,543 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1905 +[2025-02-27 12:56:13,569 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6478 +[2025-02-27 12:56:13,598 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9668 +[2025-02-27 12:56:13,621 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2614 +[2025-02-27 12:56:13,651 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8862 +[2025-02-27 12:56:13,684 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1096 +[2025-02-27 12:56:13,720 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2289 +[2025-02-27 12:56:13,749 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5933 +[2025-02-27 12:56:13,781 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7198 +[2025-02-27 12:56:13,820 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7945 +[2025-02-27 12:56:13,853 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7485 +[2025-02-27 12:56:13,878 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7737 +[2025-02-27 12:56:13,911 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4656 +[2025-02-27 12:56:13,944 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0387 +[2025-02-27 12:56:13,999 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3802 +[2025-02-27 12:56:14,026 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8974 +[2025-02-27 12:56:14,066 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4949 +[2025-02-27 12:56:14,104 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5706 +[2025-02-27 12:56:14,137 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2626 +[2025-02-27 12:56:14,167 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3142 +[2025-02-27 12:56:14,221 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0258 +[2025-02-27 12:56:14,263 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0703 +[2025-02-27 12:56:14,314 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3019 +[2025-02-27 12:56:14,362 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4742 +[2025-02-27 12:56:14,403 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.5831 +[2025-02-27 12:56:14,451 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5819 +[2025-02-27 12:56:14,479 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8961 +[2025-02-27 12:56:14,533 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5520 +[2025-02-27 12:56:14,562 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4759 +[2025-02-27 12:56:16,055 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:56:16,055 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:56:16,055 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:56:16,055 INFO hook.py line 232 3679208] wall : 0.8051 0.9453 +[2025-02-27 12:56:16,055 INFO hook.py line 232 3679208] floor : 0.9582 0.9803 +[2025-02-27 12:56:16,055 INFO hook.py line 232 3679208] cabinet : 0.5014 0.7315 +[2025-02-27 12:56:16,055 INFO hook.py line 232 3679208] bed : 0.7852 0.8481 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] chair : 0.8465 0.8776 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] sofa : 0.7235 0.9054 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] table : 0.7013 0.7985 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] door : 0.5249 0.5973 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] window : 0.4502 0.5216 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] bookshelf : 0.7322 0.8406 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] picture : 0.2684 0.3342 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] counter : 0.5660 0.7624 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] desk : 0.5689 0.6972 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] curtain : 0.6384 0.6818 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] refridgerator : 0.5118 0.6098 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] shower curtain : 0.5618 0.6053 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] toilet : 0.8724 0.8992 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] sink : 0.5957 0.6350 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] bathtub : 0.8376 0.8598 +[2025-02-27 12:56:16,056 INFO hook.py line 232 3679208] otherfurniture : 0.4776 0.6225 +[2025-02-27 12:56:16,056 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:56:16,056 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6464/0.7377/0.8676. +[2025-02-27 12:56:16,057 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:56:16,064 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6471 +[2025-02-27 12:56:16,065 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:56:36,075 INFO hook.py line 109 3679208] Train: [40/100][50/300] Data 0.008 (0.004) Batch 0.365 (0.281) Remain 01:25:24 loss: 0.5793 Lr: 4.28110e-03 +[2025-02-27 12:56:54,790 INFO hook.py line 109 3679208] Train: [40/100][100/300] Data 0.013 (0.007) Batch 0.396 (0.329) Remain 01:39:48 loss: 0.3043 Lr: 4.26613e-03 +[2025-02-27 12:57:12,382 INFO hook.py line 109 3679208] Train: [40/100][150/300] Data 0.018 (0.007) Batch 0.308 (0.337) Remain 01:41:52 loss: 0.7711 Lr: 4.25112e-03 +[2025-02-27 12:57:30,540 INFO hook.py line 109 3679208] Train: [40/100][200/300] Data 0.028 (0.008) Batch 0.457 (0.343) Remain 01:43:36 loss: 0.8835 Lr: 4.23608e-03 +[2025-02-27 12:57:48,604 INFO hook.py line 109 3679208] Train: [40/100][250/300] Data 0.007 (0.008) Batch 0.311 (0.347) Remain 01:44:24 loss: 0.7232 Lr: 4.22099e-03 +[2025-02-27 12:58:02,413 INFO hook.py line 109 3679208] Train: [40/100][300/300] Data 0.003 (0.008) Batch 0.198 (0.335) Remain 01:40:32 loss: 0.6449 Lr: 4.20587e-03 +[2025-02-27 12:58:02,414 INFO misc.py line 135 3679208] Train result: loss: 0.6284 +[2025-02-27 12:58:02,495 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 12:58:22,041 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2040 +[2025-02-27 12:58:22,096 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4116 +[2025-02-27 12:58:23,547 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3966 +[2025-02-27 12:58:23,600 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4915 +[2025-02-27 12:58:23,637 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3448 +[2025-02-27 12:58:23,701 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6565 +[2025-02-27 12:58:24,018 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5535 +[2025-02-27 12:58:24,057 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2526 +[2025-02-27 12:58:24,110 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9937 +[2025-02-27 12:58:24,157 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8535 +[2025-02-27 12:58:24,216 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5768 +[2025-02-27 12:58:24,257 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1259 +[2025-02-27 12:58:24,310 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4988 +[2025-02-27 12:58:24,358 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.3170 +[2025-02-27 12:58:24,406 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2651 +[2025-02-27 12:58:24,459 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2105 +[2025-02-27 12:58:24,506 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5354 +[2025-02-27 12:58:24,555 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6483 +[2025-02-27 12:58:24,607 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8288 +[2025-02-27 12:58:24,648 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0589 +[2025-02-27 12:58:24,706 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2744 +[2025-02-27 12:58:24,761 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2854 +[2025-02-27 12:58:24,807 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8417 +[2025-02-27 12:58:24,865 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9581 +[2025-02-27 12:58:24,905 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6216 +[2025-02-27 12:58:24,943 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7350 +[2025-02-27 12:58:24,992 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.4367 +[2025-02-27 12:58:25,028 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3737 +[2025-02-27 12:58:25,063 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2762 +[2025-02-27 12:58:25,118 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4196 +[2025-02-27 12:58:25,175 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4534 +[2025-02-27 12:58:25,212 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6037 +[2025-02-27 12:58:25,264 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3291 +[2025-02-27 12:58:25,302 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0737 +[2025-02-27 12:58:25,343 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2503 +[2025-02-27 12:58:25,391 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9365 +[2025-02-27 12:58:25,433 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4236 +[2025-02-27 12:58:25,477 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2815 +[2025-02-27 12:58:25,541 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5397 +[2025-02-27 12:58:25,587 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6931 +[2025-02-27 12:58:25,634 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8881 +[2025-02-27 12:58:25,667 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2042 +[2025-02-27 12:58:25,711 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2321 +[2025-02-27 12:58:25,764 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5109 +[2025-02-27 12:58:25,812 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4905 +[2025-02-27 12:58:25,870 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5095 +[2025-02-27 12:58:25,916 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.5347 +[2025-02-27 12:58:25,956 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5119 +[2025-02-27 12:58:26,000 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9628 +[2025-02-27 12:58:26,036 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0729 +[2025-02-27 12:58:26,071 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.4829 +[2025-02-27 12:58:26,105 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9636 +[2025-02-27 12:58:26,134 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2192 +[2025-02-27 12:58:26,168 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8836 +[2025-02-27 12:58:26,204 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0653 +[2025-02-27 12:58:26,242 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2429 +[2025-02-27 12:58:26,278 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5490 +[2025-02-27 12:58:26,304 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4911 +[2025-02-27 12:58:26,343 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.6464 +[2025-02-27 12:58:26,375 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6826 +[2025-02-27 12:58:26,403 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5257 +[2025-02-27 12:58:26,442 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6678 +[2025-02-27 12:58:26,477 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.6990 +[2025-02-27 12:58:26,533 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2530 +[2025-02-27 12:58:26,571 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.7464 +[2025-02-27 12:58:26,622 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.3875 +[2025-02-27 12:58:26,660 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3962 +[2025-02-27 12:58:26,703 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8891 +[2025-02-27 12:58:26,746 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3324 +[2025-02-27 12:58:26,808 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1090 +[2025-02-27 12:58:26,852 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9043 +[2025-02-27 12:58:26,902 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2691 +[2025-02-27 12:58:26,951 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5090 +[2025-02-27 12:58:26,993 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.6539 +[2025-02-27 12:58:27,040 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6054 +[2025-02-27 12:58:27,070 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7261 +[2025-02-27 12:58:27,124 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4191 +[2025-02-27 12:58:27,151 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5180 +[2025-02-27 12:58:28,811 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 12:58:28,812 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 12:58:28,812 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] wall : 0.8255 0.9351 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] floor : 0.9590 0.9787 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] cabinet : 0.6043 0.7186 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] bed : 0.7899 0.8587 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] chair : 0.8515 0.9054 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] sofa : 0.7495 0.8709 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] table : 0.6787 0.8131 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] door : 0.5835 0.7380 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] window : 0.5617 0.7772 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] bookshelf : 0.7342 0.8406 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] picture : 0.3229 0.3993 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] counter : 0.5832 0.7571 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] desk : 0.5702 0.7980 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] curtain : 0.6811 0.7681 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] refridgerator : 0.4482 0.4587 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] shower curtain : 0.5191 0.5546 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] toilet : 0.8611 0.8828 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] sink : 0.5954 0.6685 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] bathtub : 0.8798 0.9104 +[2025-02-27 12:58:28,812 INFO hook.py line 232 3679208] otherfurniture : 0.4737 0.5421 +[2025-02-27 12:58:28,812 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 12:58:28,812 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6636/0.7588/0.8797. +[2025-02-27 12:58:28,813 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 12:58:28,822 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6636 +[2025-02-27 12:58:28,822 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 12:58:28,822 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 12:58:55,913 INFO hook.py line 109 3679208] Train: [41/100][50/300] Data 0.012 (0.009) Batch 0.356 (0.388) Remain 01:56:10 loss: 0.2508 Lr: 4.19071e-03 +[2025-02-27 12:59:13,565 INFO hook.py line 109 3679208] Train: [41/100][100/300] Data 0.006 (0.008) Batch 0.333 (0.370) Remain 01:50:26 loss: 0.6047 Lr: 4.17552e-03 +[2025-02-27 12:59:31,643 INFO hook.py line 109 3679208] Train: [41/100][150/300] Data 0.004 (0.008) Batch 0.350 (0.367) Remain 01:49:14 loss: 1.0093 Lr: 4.16029e-03 +[2025-02-27 12:59:49,573 INFO hook.py line 109 3679208] Train: [41/100][200/300] Data 0.004 (0.008) Batch 0.362 (0.365) Remain 01:48:17 loss: 0.7765 Lr: 4.14503e-03 +[2025-02-27 13:00:07,338 INFO hook.py line 109 3679208] Train: [41/100][250/300] Data 0.004 (0.008) Batch 0.311 (0.363) Remain 01:47:24 loss: 0.5341 Lr: 4.12973e-03 +[2025-02-27 13:00:19,414 INFO hook.py line 109 3679208] Train: [41/100][300/300] Data 0.002 (0.007) Batch 0.190 (0.343) Remain 01:41:04 loss: 0.4346 Lr: 4.11439e-03 +[2025-02-27 13:00:19,415 INFO misc.py line 135 3679208] Train result: loss: 0.6058 +[2025-02-27 13:00:19,496 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:00:37,227 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1686 +[2025-02-27 13:00:39,013 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7790 +[2025-02-27 13:00:39,069 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5682 +[2025-02-27 13:00:39,119 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5188 +[2025-02-27 13:00:39,157 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4087 +[2025-02-27 13:00:39,216 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5874 +[2025-02-27 13:00:39,272 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6088 +[2025-02-27 13:00:39,393 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4063 +[2025-02-27 13:00:39,444 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.8689 +[2025-02-27 13:00:39,483 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7312 +[2025-02-27 13:00:39,528 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6578 +[2025-02-27 13:00:39,564 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8038 +[2025-02-27 13:00:39,612 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4601 +[2025-02-27 13:00:39,658 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9501 +[2025-02-27 13:00:39,693 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.5930 +[2025-02-27 13:00:39,966 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.8104 +[2025-02-27 13:00:40,002 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7415 +[2025-02-27 13:00:40,042 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7504 +[2025-02-27 13:00:40,086 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3503 +[2025-02-27 13:00:40,125 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9572 +[2025-02-27 13:00:40,163 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3978 +[2025-02-27 13:00:40,200 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2358 +[2025-02-27 13:00:40,227 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7991 +[2025-02-27 13:00:40,268 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7993 +[2025-02-27 13:00:40,308 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8106 +[2025-02-27 13:00:40,346 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5629 +[2025-02-27 13:00:40,394 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1271 +[2025-02-27 13:00:40,425 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6091 +[2025-02-27 13:00:40,455 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3239 +[2025-02-27 13:00:40,513 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6469 +[2025-02-27 13:00:40,566 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6110 +[2025-02-27 13:00:40,597 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6679 +[2025-02-27 13:00:40,647 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2136 +[2025-02-27 13:00:40,684 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8970 +[2025-02-27 13:00:40,729 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2925 +[2025-02-27 13:00:40,772 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9964 +[2025-02-27 13:00:40,809 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7320 +[2025-02-27 13:00:40,842 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3038 +[2025-02-27 13:00:40,900 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.0459 +[2025-02-27 13:00:40,943 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4713 +[2025-02-27 13:00:40,984 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1165 +[2025-02-27 13:00:41,020 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2742 +[2025-02-27 13:00:41,057 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1792 +[2025-02-27 13:00:41,118 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5287 +[2025-02-27 13:00:41,149 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4735 +[2025-02-27 13:00:41,197 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5755 +[2025-02-27 13:00:41,232 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.5466 +[2025-02-27 13:00:41,266 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6813 +[2025-02-27 13:00:41,296 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9883 +[2025-02-27 13:00:41,330 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.8830 +[2025-02-27 13:00:41,358 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8634 +[2025-02-27 13:00:41,395 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0043 +[2025-02-27 13:00:41,422 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3431 +[2025-02-27 13:00:41,453 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0651 +[2025-02-27 13:00:41,488 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1490 +[2025-02-27 13:00:41,525 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2741 +[2025-02-27 13:00:41,556 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6646 +[2025-02-27 13:00:41,582 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.8496 +[2025-02-27 13:00:41,618 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7972 +[2025-02-27 13:00:41,651 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7486 +[2025-02-27 13:00:41,677 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7575 +[2025-02-27 13:00:41,709 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6366 +[2025-02-27 13:00:41,745 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.5709 +[2025-02-27 13:00:41,798 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5343 +[2025-02-27 13:00:41,826 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0660 +[2025-02-27 13:00:41,866 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6185 +[2025-02-27 13:00:41,911 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4330 +[2025-02-27 13:00:41,941 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8902 +[2025-02-27 13:00:41,970 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4268 +[2025-02-27 13:00:42,023 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0979 +[2025-02-27 13:00:42,068 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9173 +[2025-02-27 13:00:42,118 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4775 +[2025-02-27 13:00:42,165 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4647 +[2025-02-27 13:00:42,205 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8822 +[2025-02-27 13:00:42,253 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6891 +[2025-02-27 13:00:42,280 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9923 +[2025-02-27 13:00:42,334 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5379 +[2025-02-27 13:00:42,360 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.9568 +[2025-02-27 13:00:43,692 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:00:43,693 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:00:43,693 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] wall : 0.8126 0.9007 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] floor : 0.9582 0.9826 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] cabinet : 0.5327 0.6632 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] bed : 0.7581 0.8223 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] chair : 0.8437 0.9498 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] sofa : 0.7951 0.8455 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] table : 0.6369 0.6792 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] door : 0.5650 0.6921 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] window : 0.4970 0.5550 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] bookshelf : 0.7574 0.8924 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] picture : 0.2853 0.4568 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] counter : 0.5775 0.8008 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] desk : 0.5645 0.8315 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] curtain : 0.6291 0.7723 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] refridgerator : 0.4114 0.6319 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] shower curtain : 0.6121 0.7297 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] toilet : 0.8481 0.9695 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] sink : 0.5488 0.7554 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] bathtub : 0.8546 0.8866 +[2025-02-27 13:00:43,693 INFO hook.py line 232 3679208] otherfurniture : 0.4522 0.7067 +[2025-02-27 13:00:43,693 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:00:43,693 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6470/0.7762/0.8674. +[2025-02-27 13:00:43,694 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:00:43,701 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:00:43,701 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:01:07,181 INFO hook.py line 109 3679208] Train: [42/100][50/300] Data 0.002 (0.005) Batch 0.251 (0.307) Remain 01:30:19 loss: 0.5590 Lr: 4.09903e-03 +[2025-02-27 13:01:20,643 INFO hook.py line 109 3679208] Train: [42/100][100/300] Data 0.006 (0.005) Batch 0.252 (0.288) Remain 01:24:20 loss: 0.5110 Lr: 4.08363e-03 +[2025-02-27 13:01:33,574 INFO hook.py line 109 3679208] Train: [42/100][150/300] Data 0.008 (0.004) Batch 0.322 (0.278) Remain 01:21:13 loss: 0.5517 Lr: 4.06819e-03 +[2025-02-27 13:01:51,282 INFO hook.py line 109 3679208] Train: [42/100][200/300] Data 0.012 (0.005) Batch 0.312 (0.297) Remain 01:26:39 loss: 0.6897 Lr: 4.05304e-03 +[2025-02-27 13:02:09,126 INFO hook.py line 109 3679208] Train: [42/100][250/300] Data 0.014 (0.006) Batch 0.396 (0.309) Remain 01:29:55 loss: 0.9169 Lr: 4.03754e-03 +[2025-02-27 13:02:23,160 INFO hook.py line 109 3679208] Train: [42/100][300/300] Data 0.003 (0.006) Batch 0.223 (0.304) Remain 01:28:16 loss: 0.9970 Lr: 4.02201e-03 +[2025-02-27 13:02:23,161 INFO misc.py line 135 3679208] Train result: loss: 0.5909 +[2025-02-27 13:02:23,252 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:02:43,344 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1798 +[2025-02-27 13:02:43,400 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6889 +[2025-02-27 13:02:43,451 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3546 +[2025-02-27 13:02:43,509 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4792 +[2025-02-27 13:02:43,767 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4621 +[2025-02-27 13:02:43,835 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5458 +[2025-02-27 13:02:44,061 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4554 +[2025-02-27 13:02:44,094 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3467 +[2025-02-27 13:02:44,147 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0281 +[2025-02-27 13:02:44,210 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8320 +[2025-02-27 13:02:44,262 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5755 +[2025-02-27 13:02:44,304 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1430 +[2025-02-27 13:02:44,353 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.5220 +[2025-02-27 13:02:44,392 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6776 +[2025-02-27 13:02:44,434 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2122 +[2025-02-27 13:02:44,490 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2920 +[2025-02-27 13:02:44,539 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7706 +[2025-02-27 13:02:44,586 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.4925 +[2025-02-27 13:02:44,644 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9787 +[2025-02-27 13:02:44,688 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0409 +[2025-02-27 13:02:44,724 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3731 +[2025-02-27 13:02:44,769 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1851 +[2025-02-27 13:02:44,811 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7036 +[2025-02-27 13:02:44,861 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7660 +[2025-02-27 13:02:44,906 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.5977 +[2025-02-27 13:02:44,965 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5783 +[2025-02-27 13:02:45,015 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.0986 +[2025-02-27 13:02:45,060 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4747 +[2025-02-27 13:02:45,095 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3066 +[2025-02-27 13:02:45,150 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6488 +[2025-02-27 13:02:45,205 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4573 +[2025-02-27 13:02:45,248 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7962 +[2025-02-27 13:02:45,307 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2057 +[2025-02-27 13:02:45,349 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8884 +[2025-02-27 13:02:45,385 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3365 +[2025-02-27 13:02:45,430 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0508 +[2025-02-27 13:02:45,479 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7063 +[2025-02-27 13:02:45,528 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3665 +[2025-02-27 13:02:45,600 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2814 +[2025-02-27 13:02:45,659 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5807 +[2025-02-27 13:02:45,710 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9270 +[2025-02-27 13:02:45,750 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1669 +[2025-02-27 13:02:45,796 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1897 +[2025-02-27 13:02:45,859 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6020 +[2025-02-27 13:02:45,899 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5245 +[2025-02-27 13:02:45,949 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6531 +[2025-02-27 13:02:45,987 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8579 +[2025-02-27 13:02:46,021 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5930 +[2025-02-27 13:02:46,053 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1371 +[2025-02-27 13:02:46,088 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.8187 +[2025-02-27 13:02:46,115 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7749 +[2025-02-27 13:02:46,150 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0258 +[2025-02-27 13:02:46,180 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2004 +[2025-02-27 13:02:46,213 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3739 +[2025-02-27 13:02:46,248 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0797 +[2025-02-27 13:02:46,286 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2377 +[2025-02-27 13:02:46,319 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7114 +[2025-02-27 13:02:46,346 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7489 +[2025-02-27 13:02:46,383 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8520 +[2025-02-27 13:02:46,417 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6667 +[2025-02-27 13:02:46,449 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7177 +[2025-02-27 13:02:46,482 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5694 +[2025-02-27 13:02:46,520 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.3421 +[2025-02-27 13:02:46,573 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4785 +[2025-02-27 13:02:46,600 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0705 +[2025-02-27 13:02:46,640 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6355 +[2025-02-27 13:02:46,678 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5482 +[2025-02-27 13:02:46,710 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.7531 +[2025-02-27 13:02:46,739 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3555 +[2025-02-27 13:02:46,793 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8099 +[2025-02-27 13:02:46,834 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7341 +[2025-02-27 13:02:46,883 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2766 +[2025-02-27 13:02:46,933 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4580 +[2025-02-27 13:02:46,973 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1990 +[2025-02-27 13:02:47,020 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7085 +[2025-02-27 13:02:47,048 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7376 +[2025-02-27 13:02:47,102 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4469 +[2025-02-27 13:02:47,128 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4135 +[2025-02-27 13:02:48,779 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:02:48,779 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:02:48,779 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] wall : 0.8180 0.8998 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] floor : 0.9600 0.9825 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] cabinet : 0.5406 0.6910 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] bed : 0.7593 0.8042 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] chair : 0.8719 0.9182 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] sofa : 0.7636 0.8575 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] table : 0.6779 0.7604 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] door : 0.5583 0.7064 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] window : 0.5251 0.7433 +[2025-02-27 13:02:48,779 INFO hook.py line 232 3679208] bookshelf : 0.7313 0.8891 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] picture : 0.2738 0.4910 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] counter : 0.6126 0.7687 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] desk : 0.5535 0.7207 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] curtain : 0.6247 0.6741 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] refridgerator : 0.4648 0.5003 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] shower curtain : 0.6142 0.7126 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] toilet : 0.8639 0.9634 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] sink : 0.6113 0.7558 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] bathtub : 0.7732 0.9361 +[2025-02-27 13:02:48,780 INFO hook.py line 232 3679208] otherfurniture : 0.4810 0.7107 +[2025-02-27 13:02:48,780 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:02:48,780 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6540/0.7743/0.8713. +[2025-02-27 13:02:48,780 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:02:48,788 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:02:48,788 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:03:14,619 INFO hook.py line 109 3679208] Train: [43/100][50/300] Data 0.004 (0.027) Batch 0.383 (0.398) Remain 01:55:10 loss: 0.5644 Lr: 4.00645e-03 +[2025-02-27 13:03:32,945 INFO hook.py line 109 3679208] Train: [43/100][100/300] Data 0.008 (0.018) Batch 0.318 (0.382) Remain 01:50:06 loss: 0.7428 Lr: 3.99086e-03 +[2025-02-27 13:03:51,017 INFO hook.py line 109 3679208] Train: [43/100][150/300] Data 0.015 (0.015) Batch 0.308 (0.375) Remain 01:47:47 loss: 0.8636 Lr: 3.97524e-03 +[2025-02-27 13:04:08,678 INFO hook.py line 109 3679208] Train: [43/100][200/300] Data 0.007 (0.013) Batch 0.348 (0.369) Remain 01:45:54 loss: 0.3256 Lr: 3.95959e-03 +[2025-02-27 13:04:26,638 INFO hook.py line 109 3679208] Train: [43/100][250/300] Data 0.005 (0.012) Batch 0.283 (0.367) Remain 01:45:00 loss: 0.4085 Lr: 3.94391e-03 +[2025-02-27 13:04:40,243 INFO hook.py line 109 3679208] Train: [43/100][300/300] Data 0.002 (0.011) Batch 0.204 (0.351) Remain 01:40:07 loss: 0.4569 Lr: 3.92820e-03 +[2025-02-27 13:04:40,244 INFO misc.py line 135 3679208] Train result: loss: 0.5868 +[2025-02-27 13:04:40,325 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:05:00,332 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1367 +[2025-02-27 13:05:00,388 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8351 +[2025-02-27 13:05:00,862 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4916 +[2025-02-27 13:05:00,905 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5042 +[2025-02-27 13:05:00,942 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2607 +[2025-02-27 13:05:00,993 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5471 +[2025-02-27 13:05:01,040 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6772 +[2025-02-27 13:05:01,068 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2982 +[2025-02-27 13:05:01,109 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.3368 +[2025-02-27 13:05:01,147 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6341 +[2025-02-27 13:05:01,189 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5897 +[2025-02-27 13:05:01,219 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8461 +[2025-02-27 13:05:01,265 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.4769 +[2025-02-27 13:05:01,310 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1502 +[2025-02-27 13:05:01,344 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.1219 +[2025-02-27 13:05:01,388 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2282 +[2025-02-27 13:05:01,423 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5960 +[2025-02-27 13:05:01,454 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.9737 +[2025-02-27 13:05:01,496 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9879 +[2025-02-27 13:05:01,530 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2839 +[2025-02-27 13:05:01,567 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3372 +[2025-02-27 13:05:01,602 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4726 +[2025-02-27 13:05:01,627 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7594 +[2025-02-27 13:05:01,678 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.1214 +[2025-02-27 13:05:01,716 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6941 +[2025-02-27 13:05:01,755 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6487 +[2025-02-27 13:05:01,802 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.0163 +[2025-02-27 13:05:01,835 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5838 +[2025-02-27 13:05:01,863 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2654 +[2025-02-27 13:05:01,912 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5032 +[2025-02-27 13:05:01,965 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4837 +[2025-02-27 13:05:01,996 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4921 +[2025-02-27 13:05:02,045 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1838 +[2025-02-27 13:05:02,080 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.7859 +[2025-02-27 13:05:02,114 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2247 +[2025-02-27 13:05:02,150 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9355 +[2025-02-27 13:05:02,186 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4378 +[2025-02-27 13:05:02,226 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2505 +[2025-02-27 13:05:02,289 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.9045 +[2025-02-27 13:05:02,354 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6884 +[2025-02-27 13:05:02,402 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9234 +[2025-02-27 13:05:02,458 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1916 +[2025-02-27 13:05:02,500 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2031 +[2025-02-27 13:05:02,561 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6079 +[2025-02-27 13:05:02,605 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4602 +[2025-02-27 13:05:02,680 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6030 +[2025-02-27 13:05:02,723 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2391 +[2025-02-27 13:05:02,760 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6752 +[2025-02-27 13:05:02,795 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.5337 +[2025-02-27 13:05:02,829 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.7869 +[2025-02-27 13:05:02,860 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.5571 +[2025-02-27 13:05:02,900 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9415 +[2025-02-27 13:05:02,924 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.1942 +[2025-02-27 13:05:02,957 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1592 +[2025-02-27 13:05:02,992 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0468 +[2025-02-27 13:05:03,030 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2296 +[2025-02-27 13:05:03,060 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.9985 +[2025-02-27 13:05:03,086 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7447 +[2025-02-27 13:05:03,122 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7929 +[2025-02-27 13:05:03,155 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8574 +[2025-02-27 13:05:03,178 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8347 +[2025-02-27 13:05:03,210 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4498 +[2025-02-27 13:05:03,244 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9838 +[2025-02-27 13:05:03,297 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4972 +[2025-02-27 13:05:03,324 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1348 +[2025-02-27 13:05:03,362 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.9874 +[2025-02-27 13:05:03,399 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3587 +[2025-02-27 13:05:03,430 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.6889 +[2025-02-27 13:05:03,458 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4211 +[2025-02-27 13:05:03,511 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9425 +[2025-02-27 13:05:03,551 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1571 +[2025-02-27 13:05:03,600 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2571 +[2025-02-27 13:05:03,646 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3319 +[2025-02-27 13:05:03,685 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9067 +[2025-02-27 13:05:03,731 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5907 +[2025-02-27 13:05:03,759 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8177 +[2025-02-27 13:05:03,812 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3045 +[2025-02-27 13:05:03,837 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5809 +[2025-02-27 13:05:05,284 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:05:05,284 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:05:05,284 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:05:05,284 INFO hook.py line 232 3679208] wall : 0.8154 0.9398 +[2025-02-27 13:05:05,284 INFO hook.py line 232 3679208] floor : 0.9572 0.9759 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] cabinet : 0.5485 0.6106 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] bed : 0.6829 0.6920 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] chair : 0.8380 0.9548 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] sofa : 0.7434 0.8039 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] table : 0.6738 0.8258 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] door : 0.5549 0.7072 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] window : 0.5214 0.6538 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] bookshelf : 0.7237 0.8365 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] picture : 0.2734 0.3182 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] counter : 0.5775 0.7902 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] desk : 0.4995 0.5714 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] curtain : 0.5901 0.8494 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] refridgerator : 0.4835 0.6848 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] shower curtain : 0.5685 0.6243 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] toilet : 0.8320 0.9503 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] sink : 0.5970 0.7320 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] bathtub : 0.8617 0.8901 +[2025-02-27 13:05:05,285 INFO hook.py line 232 3679208] otherfurniture : 0.4684 0.5767 +[2025-02-27 13:05:05,285 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:05:05,285 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6405/0.7494/0.8696. +[2025-02-27 13:05:05,286 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:05:05,293 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:05:05,294 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:05:27,444 INFO hook.py line 109 3679208] Train: [44/100][50/300] Data 0.002 (0.007) Batch 0.266 (0.319) Remain 01:30:41 loss: 0.5516 Lr: 3.91247e-03 +[2025-02-27 13:05:43,506 INFO hook.py line 109 3679208] Train: [44/100][100/300] Data 0.004 (0.006) Batch 0.354 (0.320) Remain 01:30:43 loss: 0.3995 Lr: 3.89670e-03 +[2025-02-27 13:05:59,473 INFO hook.py line 109 3679208] Train: [44/100][150/300] Data 0.010 (0.006) Batch 0.337 (0.320) Remain 01:30:22 loss: 0.8726 Lr: 3.88091e-03 +[2025-02-27 13:06:15,092 INFO hook.py line 109 3679208] Train: [44/100][200/300] Data 0.003 (0.006) Batch 0.314 (0.318) Remain 01:29:34 loss: 0.7533 Lr: 3.86509e-03 +[2025-02-27 13:06:31,030 INFO hook.py line 109 3679208] Train: [44/100][250/300] Data 0.002 (0.006) Batch 0.274 (0.318) Remain 01:29:21 loss: 0.5583 Lr: 3.84925e-03 +[2025-02-27 13:06:43,422 INFO hook.py line 109 3679208] Train: [44/100][300/300] Data 0.001 (0.005) Batch 0.191 (0.306) Remain 01:25:46 loss: 0.5671 Lr: 3.83338e-03 +[2025-02-27 13:06:43,423 INFO misc.py line 135 3679208] Train result: loss: 0.5957 +[2025-02-27 13:06:43,502 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:06:56,264 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1744 +[2025-02-27 13:06:57,993 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8897 +[2025-02-27 13:06:58,034 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5174 +[2025-02-27 13:06:58,093 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5017 +[2025-02-27 13:06:58,133 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2665 +[2025-02-27 13:06:58,195 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6124 +[2025-02-27 13:06:58,252 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4820 +[2025-02-27 13:06:58,798 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4547 +[2025-02-27 13:06:58,842 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0898 +[2025-02-27 13:06:58,887 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8962 +[2025-02-27 13:06:58,931 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5974 +[2025-02-27 13:06:58,968 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8121 +[2025-02-27 13:06:59,023 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.5040 +[2025-02-27 13:06:59,067 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6830 +[2025-02-27 13:06:59,111 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8095 +[2025-02-27 13:06:59,159 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2321 +[2025-02-27 13:06:59,207 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5232 +[2025-02-27 13:06:59,258 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8918 +[2025-02-27 13:06:59,298 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1775 +[2025-02-27 13:06:59,352 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9268 +[2025-02-27 13:06:59,399 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3778 +[2025-02-27 13:06:59,441 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2765 +[2025-02-27 13:06:59,486 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8766 +[2025-02-27 13:06:59,534 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.6342 +[2025-02-27 13:06:59,591 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.5638 +[2025-02-27 13:06:59,640 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6957 +[2025-02-27 13:06:59,701 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2400 +[2025-02-27 13:06:59,744 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6909 +[2025-02-27 13:06:59,785 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2570 +[2025-02-27 13:06:59,851 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5022 +[2025-02-27 13:06:59,906 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4275 +[2025-02-27 13:06:59,955 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6831 +[2025-02-27 13:07:00,015 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2861 +[2025-02-27 13:07:00,061 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0678 +[2025-02-27 13:07:00,116 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3633 +[2025-02-27 13:07:00,161 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8974 +[2025-02-27 13:07:00,214 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4494 +[2025-02-27 13:07:00,261 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3295 +[2025-02-27 13:07:00,333 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8509 +[2025-02-27 13:07:00,379 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5280 +[2025-02-27 13:07:00,433 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8411 +[2025-02-27 13:07:00,467 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1915 +[2025-02-27 13:07:00,511 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1917 +[2025-02-27 13:07:00,575 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6176 +[2025-02-27 13:07:00,618 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5040 +[2025-02-27 13:07:00,674 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5119 +[2025-02-27 13:07:00,720 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8218 +[2025-02-27 13:07:00,760 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6216 +[2025-02-27 13:07:00,800 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8569 +[2025-02-27 13:07:00,842 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.3042 +[2025-02-27 13:07:00,881 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0275 +[2025-02-27 13:07:00,922 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9859 +[2025-02-27 13:07:00,959 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2793 +[2025-02-27 13:07:01,003 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1233 +[2025-02-27 13:07:01,049 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0597 +[2025-02-27 13:07:01,093 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2224 +[2025-02-27 13:07:01,135 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7902 +[2025-02-27 13:07:01,172 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.9686 +[2025-02-27 13:07:01,216 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7416 +[2025-02-27 13:07:01,258 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.2035 +[2025-02-27 13:07:01,294 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9464 +[2025-02-27 13:07:01,338 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5788 +[2025-02-27 13:07:01,378 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0711 +[2025-02-27 13:07:01,432 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4570 +[2025-02-27 13:07:01,460 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1054 +[2025-02-27 13:07:01,500 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6420 +[2025-02-27 13:07:01,540 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4051 +[2025-02-27 13:07:01,573 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1641 +[2025-02-27 13:07:01,602 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3787 +[2025-02-27 13:07:01,656 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.5728 +[2025-02-27 13:07:01,698 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1373 +[2025-02-27 13:07:01,748 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2793 +[2025-02-27 13:07:01,795 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.6150 +[2025-02-27 13:07:01,835 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8706 +[2025-02-27 13:07:01,882 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5454 +[2025-02-27 13:07:01,911 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7599 +[2025-02-27 13:07:01,965 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4035 +[2025-02-27 13:07:01,993 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5662 +[2025-02-27 13:07:03,459 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:07:03,459 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:07:03,459 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:07:03,459 INFO hook.py line 232 3679208] wall : 0.8128 0.9295 +[2025-02-27 13:07:03,459 INFO hook.py line 232 3679208] floor : 0.9548 0.9860 +[2025-02-27 13:07:03,459 INFO hook.py line 232 3679208] cabinet : 0.5455 0.6768 +[2025-02-27 13:07:03,459 INFO hook.py line 232 3679208] bed : 0.7430 0.8261 +[2025-02-27 13:07:03,459 INFO hook.py line 232 3679208] chair : 0.8570 0.9358 +[2025-02-27 13:07:03,459 INFO hook.py line 232 3679208] sofa : 0.7589 0.8264 +[2025-02-27 13:07:03,459 INFO hook.py line 232 3679208] table : 0.6661 0.8026 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] door : 0.5138 0.5895 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] window : 0.5036 0.7282 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] bookshelf : 0.7462 0.8244 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] picture : 0.3080 0.4551 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] counter : 0.6003 0.7376 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] desk : 0.5577 0.7958 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] curtain : 0.6634 0.7051 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] refridgerator : 0.5691 0.7084 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] shower curtain : 0.4683 0.4963 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] toilet : 0.8977 0.9260 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] sink : 0.5693 0.6303 +[2025-02-27 13:07:03,460 INFO hook.py line 232 3679208] bathtub : 0.8215 0.8821 +[2025-02-27 13:07:03,461 INFO hook.py line 232 3679208] otherfurniture : 0.4652 0.5462 +[2025-02-27 13:07:03,461 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:07:03,461 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6511/0.7504/0.8706. +[2025-02-27 13:07:03,461 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:07:03,469 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:07:03,469 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:07:29,348 INFO hook.py line 109 3679208] Train: [45/100][50/300] Data 0.013 (0.008) Batch 0.321 (0.374) Remain 01:44:18 loss: 0.5701 Lr: 3.81748e-03 +[2025-02-27 13:07:47,683 INFO hook.py line 109 3679208] Train: [45/100][100/300] Data 0.003 (0.008) Batch 0.414 (0.370) Remain 01:42:59 loss: 0.4984 Lr: 3.80156e-03 +[2025-02-27 13:08:05,883 INFO hook.py line 109 3679208] Train: [45/100][150/300] Data 0.007 (0.008) Batch 0.395 (0.368) Remain 01:42:06 loss: 0.9062 Lr: 3.78562e-03 +[2025-02-27 13:08:23,945 INFO hook.py line 109 3679208] Train: [45/100][200/300] Data 0.007 (0.008) Batch 0.346 (0.366) Remain 01:41:19 loss: 0.7392 Lr: 3.76965e-03 +[2025-02-27 13:08:42,316 INFO hook.py line 109 3679208] Train: [45/100][250/300] Data 0.025 (0.008) Batch 0.418 (0.367) Remain 01:41:05 loss: 0.6705 Lr: 3.75366e-03 +[2025-02-27 13:08:56,117 INFO hook.py line 109 3679208] Train: [45/100][300/300] Data 0.004 (0.007) Batch 0.209 (0.351) Remain 01:36:36 loss: 0.4862 Lr: 3.73764e-03 +[2025-02-27 13:08:56,118 INFO misc.py line 135 3679208] Train result: loss: 0.6009 +[2025-02-27 13:08:56,194 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:09:16,841 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1795 +[2025-02-27 13:09:16,886 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8382 +[2025-02-27 13:09:16,933 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3141 +[2025-02-27 13:09:16,985 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5135 +[2025-02-27 13:09:17,031 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2823 +[2025-02-27 13:09:17,101 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.4459 +[2025-02-27 13:09:17,154 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5658 +[2025-02-27 13:09:17,193 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4397 +[2025-02-27 13:09:17,239 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9481 +[2025-02-27 13:09:17,275 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6484 +[2025-02-27 13:09:17,322 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4975 +[2025-02-27 13:09:17,361 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0393 +[2025-02-27 13:09:17,419 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.7359 +[2025-02-27 13:09:17,469 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7371 +[2025-02-27 13:09:17,517 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8635 +[2025-02-27 13:09:17,574 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1577 +[2025-02-27 13:09:17,633 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7596 +[2025-02-27 13:09:17,682 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8516 +[2025-02-27 13:09:17,738 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1050 +[2025-02-27 13:09:17,782 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2076 +[2025-02-27 13:09:17,820 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2936 +[2025-02-27 13:09:17,859 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4308 +[2025-02-27 13:09:17,905 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.5723 +[2025-02-27 13:09:17,956 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8452 +[2025-02-27 13:09:18,012 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6046 +[2025-02-27 13:09:18,062 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5554 +[2025-02-27 13:09:18,112 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9041 +[2025-02-27 13:09:18,159 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4146 +[2025-02-27 13:09:18,204 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2932 +[2025-02-27 13:09:18,258 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5186 +[2025-02-27 13:09:18,318 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3788 +[2025-02-27 13:09:18,362 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5445 +[2025-02-27 13:09:18,420 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1986 +[2025-02-27 13:09:18,462 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9521 +[2025-02-27 13:09:18,504 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3213 +[2025-02-27 13:09:18,553 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9914 +[2025-02-27 13:09:18,606 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5601 +[2025-02-27 13:09:18,646 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3752 +[2025-02-27 13:09:18,719 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4017 +[2025-02-27 13:09:18,766 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4744 +[2025-02-27 13:09:18,811 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0637 +[2025-02-27 13:09:18,841 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1782 +[2025-02-27 13:09:18,887 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2038 +[2025-02-27 13:09:18,946 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5630 +[2025-02-27 13:09:18,989 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4730 +[2025-02-27 13:09:19,040 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5863 +[2025-02-27 13:09:19,085 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.2986 +[2025-02-27 13:09:19,127 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5725 +[2025-02-27 13:09:19,169 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1489 +[2025-02-27 13:09:19,207 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9677 +[2025-02-27 13:09:19,240 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6003 +[2025-02-27 13:09:19,274 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8679 +[2025-02-27 13:09:19,300 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2130 +[2025-02-27 13:09:19,335 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8413 +[2025-02-27 13:09:19,370 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0675 +[2025-02-27 13:09:19,410 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2419 +[2025-02-27 13:09:19,452 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5453 +[2025-02-27 13:09:19,478 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5539 +[2025-02-27 13:09:19,516 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.6715 +[2025-02-27 13:09:19,550 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7009 +[2025-02-27 13:09:19,576 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6691 +[2025-02-27 13:09:19,610 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4690 +[2025-02-27 13:09:19,645 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9972 +[2025-02-27 13:09:19,699 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5724 +[2025-02-27 13:09:19,727 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9892 +[2025-02-27 13:09:19,767 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5779 +[2025-02-27 13:09:19,804 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4704 +[2025-02-27 13:09:19,838 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9158 +[2025-02-27 13:09:19,867 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3309 +[2025-02-27 13:09:19,921 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1105 +[2025-02-27 13:09:19,963 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0013 +[2025-02-27 13:09:20,015 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2794 +[2025-02-27 13:09:20,063 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3974 +[2025-02-27 13:09:20,103 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.6252 +[2025-02-27 13:09:20,152 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6257 +[2025-02-27 13:09:20,181 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.5205 +[2025-02-27 13:09:20,235 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4565 +[2025-02-27 13:09:20,264 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6500 +[2025-02-27 13:09:22,016 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:09:22,017 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:09:22,018 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:09:22,018 INFO hook.py line 232 3679208] wall : 0.8196 0.9143 +[2025-02-27 13:09:22,018 INFO hook.py line 232 3679208] floor : 0.9579 0.9837 +[2025-02-27 13:09:22,018 INFO hook.py line 232 3679208] cabinet : 0.5710 0.6720 +[2025-02-27 13:09:22,018 INFO hook.py line 232 3679208] bed : 0.7606 0.8182 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] chair : 0.8789 0.9291 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] sofa : 0.7925 0.8877 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] table : 0.6659 0.8136 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] door : 0.5748 0.7645 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] window : 0.5406 0.6684 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] bookshelf : 0.7650 0.8207 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] picture : 0.3114 0.4780 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] counter : 0.6120 0.8019 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] desk : 0.5539 0.6748 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] curtain : 0.5369 0.8770 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] refridgerator : 0.4364 0.4499 +[2025-02-27 13:09:22,019 INFO hook.py line 232 3679208] shower curtain : 0.6137 0.7546 +[2025-02-27 13:09:22,020 INFO hook.py line 232 3679208] toilet : 0.9021 0.9504 +[2025-02-27 13:09:22,020 INFO hook.py line 232 3679208] sink : 0.6148 0.7061 +[2025-02-27 13:09:22,020 INFO hook.py line 232 3679208] bathtub : 0.8496 0.9044 +[2025-02-27 13:09:22,020 INFO hook.py line 232 3679208] otherfurniture : 0.5075 0.6323 +[2025-02-27 13:09:22,020 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:09:22,020 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6633/0.7751/0.8764. +[2025-02-27 13:09:22,020 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:09:22,028 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:09:22,029 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:09:47,960 INFO hook.py line 109 3679208] Train: [46/100][50/300] Data 0.010 (0.006) Batch 0.346 (0.358) Remain 01:38:17 loss: 0.5206 Lr: 3.72161e-03 +[2025-02-27 13:10:05,950 INFO hook.py line 109 3679208] Train: [46/100][100/300] Data 0.004 (0.007) Batch 0.332 (0.359) Remain 01:38:10 loss: 0.7057 Lr: 3.70555e-03 +[2025-02-27 13:10:24,003 INFO hook.py line 109 3679208] Train: [46/100][150/300] Data 0.004 (0.007) Batch 0.357 (0.360) Remain 01:38:02 loss: 0.6717 Lr: 3.68947e-03 +[2025-02-27 13:10:40,079 INFO hook.py line 109 3679208] Train: [46/100][200/300] Data 0.003 (0.007) Batch 0.383 (0.350) Remain 01:35:06 loss: 0.5467 Lr: 3.67337e-03 +[2025-02-27 13:10:55,748 INFO hook.py line 109 3679208] Train: [46/100][250/300] Data 0.002 (0.006) Batch 0.342 (0.343) Remain 01:32:48 loss: 0.5644 Lr: 3.65725e-03 +[2025-02-27 13:11:08,447 INFO hook.py line 109 3679208] Train: [46/100][300/300] Data 0.002 (0.006) Batch 0.227 (0.328) Remain 01:28:29 loss: 0.5571 Lr: 3.64110e-03 +[2025-02-27 13:11:08,448 INFO misc.py line 135 3679208] Train result: loss: 0.5619 +[2025-02-27 13:11:08,538 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:11:27,675 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.2088 +[2025-02-27 13:11:27,732 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7391 +[2025-02-27 13:11:28,416 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3825 +[2025-02-27 13:11:28,462 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5619 +[2025-02-27 13:11:28,560 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3808 +[2025-02-27 13:11:28,608 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8229 +[2025-02-27 13:11:28,658 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.8229 +[2025-02-27 13:11:28,683 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4995 +[2025-02-27 13:11:28,731 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1684 +[2025-02-27 13:11:28,770 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8161 +[2025-02-27 13:11:28,819 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4976 +[2025-02-27 13:11:28,851 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0781 +[2025-02-27 13:11:28,895 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.0415 +[2025-02-27 13:11:28,932 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.5782 +[2025-02-27 13:11:28,966 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4176 +[2025-02-27 13:11:29,061 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3290 +[2025-02-27 13:11:29,095 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6194 +[2025-02-27 13:11:29,125 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8092 +[2025-02-27 13:11:29,164 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.5874 +[2025-02-27 13:11:29,196 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9670 +[2025-02-27 13:11:29,228 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3130 +[2025-02-27 13:11:29,265 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3424 +[2025-02-27 13:11:29,301 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6923 +[2025-02-27 13:11:29,342 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0663 +[2025-02-27 13:11:29,380 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0052 +[2025-02-27 13:11:29,417 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7468 +[2025-02-27 13:11:29,465 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5084 +[2025-02-27 13:11:29,499 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3732 +[2025-02-27 13:11:29,531 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2515 +[2025-02-27 13:11:29,586 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4389 +[2025-02-27 13:11:29,639 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4351 +[2025-02-27 13:11:29,673 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4734 +[2025-02-27 13:11:29,721 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1661 +[2025-02-27 13:11:29,756 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.2440 +[2025-02-27 13:11:29,789 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2978 +[2025-02-27 13:11:29,825 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.1118 +[2025-02-27 13:11:29,863 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6960 +[2025-02-27 13:11:29,892 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2438 +[2025-02-27 13:11:29,950 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3164 +[2025-02-27 13:11:29,993 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5343 +[2025-02-27 13:11:30,034 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1022 +[2025-02-27 13:11:30,075 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2099 +[2025-02-27 13:11:30,107 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1865 +[2025-02-27 13:11:30,158 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5079 +[2025-02-27 13:11:30,188 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5261 +[2025-02-27 13:11:30,231 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7005 +[2025-02-27 13:11:30,267 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6831 +[2025-02-27 13:11:30,295 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6586 +[2025-02-27 13:11:30,325 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.2584 +[2025-02-27 13:11:30,353 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.3245 +[2025-02-27 13:11:30,379 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.5995 +[2025-02-27 13:11:30,408 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.2388 +[2025-02-27 13:11:30,430 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5430 +[2025-02-27 13:11:30,462 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0779 +[2025-02-27 13:11:30,496 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0466 +[2025-02-27 13:11:30,532 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2040 +[2025-02-27 13:11:30,563 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1721 +[2025-02-27 13:11:30,588 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.9574 +[2025-02-27 13:11:30,629 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.2224 +[2025-02-27 13:11:30,672 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8766 +[2025-02-27 13:11:30,707 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5949 +[2025-02-27 13:11:30,747 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5458 +[2025-02-27 13:11:30,784 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2949 +[2025-02-27 13:11:30,839 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7967 +[2025-02-27 13:11:30,866 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.7060 +[2025-02-27 13:11:30,905 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6402 +[2025-02-27 13:11:30,943 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5238 +[2025-02-27 13:11:30,976 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9975 +[2025-02-27 13:11:31,007 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3271 +[2025-02-27 13:11:31,061 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2489 +[2025-02-27 13:11:31,103 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7405 +[2025-02-27 13:11:31,154 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3518 +[2025-02-27 13:11:31,203 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5300 +[2025-02-27 13:11:31,244 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.7120 +[2025-02-27 13:11:31,293 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5368 +[2025-02-27 13:11:31,329 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7755 +[2025-02-27 13:11:31,384 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4894 +[2025-02-27 13:11:31,415 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.3707 +[2025-02-27 13:11:33,188 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:11:33,189 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:11:33,189 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] wall : 0.8157 0.9058 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] floor : 0.9559 0.9812 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] cabinet : 0.4884 0.6101 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] bed : 0.7651 0.7965 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] chair : 0.8726 0.9383 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] sofa : 0.7880 0.8410 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] table : 0.6872 0.8408 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] door : 0.5647 0.7995 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] window : 0.5032 0.6412 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] bookshelf : 0.7475 0.9162 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] picture : 0.2736 0.3672 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] counter : 0.3413 0.3581 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] desk : 0.3829 0.3968 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] curtain : 0.6337 0.7503 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] refridgerator : 0.2043 0.7583 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] shower curtain : 0.5760 0.7154 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] toilet : 0.8335 0.9154 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] sink : 0.5164 0.6461 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] bathtub : 0.7816 0.9028 +[2025-02-27 13:11:33,189 INFO hook.py line 232 3679208] otherfurniture : 0.4661 0.5842 +[2025-02-27 13:11:33,189 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:11:33,189 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6099/0.7333/0.8630. +[2025-02-27 13:11:33,189 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:11:33,198 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:11:33,198 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:11:53,258 INFO hook.py line 109 3679208] Train: [47/100][50/300] Data 0.004 (0.005) Batch 0.360 (0.289) Remain 01:17:41 loss: 0.7489 Lr: 3.62494e-03 +[2025-02-27 13:12:10,855 INFO hook.py line 109 3679208] Train: [47/100][100/300] Data 0.011 (0.006) Batch 0.349 (0.321) Remain 01:26:13 loss: 0.5142 Lr: 3.60876e-03 +[2025-02-27 13:12:28,916 INFO hook.py line 109 3679208] Train: [47/100][150/300] Data 0.003 (0.007) Batch 0.333 (0.335) Remain 01:29:34 loss: 0.6680 Lr: 3.59256e-03 +[2025-02-27 13:12:46,616 INFO hook.py line 109 3679208] Train: [47/100][200/300] Data 0.012 (0.007) Batch 0.368 (0.340) Remain 01:30:35 loss: 0.6110 Lr: 3.57635e-03 +[2025-02-27 13:13:04,719 INFO hook.py line 109 3679208] Train: [47/100][250/300] Data 0.006 (0.007) Batch 0.435 (0.344) Remain 01:31:30 loss: 0.5390 Lr: 3.56011e-03 +[2025-02-27 13:13:18,601 INFO hook.py line 109 3679208] Train: [47/100][300/300] Data 0.004 (0.007) Batch 0.207 (0.333) Remain 01:28:15 loss: 0.7031 Lr: 3.54386e-03 +[2025-02-27 13:13:18,602 INFO misc.py line 135 3679208] Train result: loss: 0.5522 +[2025-02-27 13:13:18,683 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:13:39,082 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1770 +[2025-02-27 13:13:39,144 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.8139 +[2025-02-27 13:13:39,191 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4736 +[2025-02-27 13:13:39,257 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5584 +[2025-02-27 13:13:39,310 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4028 +[2025-02-27 13:13:39,370 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.1465 +[2025-02-27 13:13:39,543 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5371 +[2025-02-27 13:13:39,592 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4577 +[2025-02-27 13:13:39,653 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1167 +[2025-02-27 13:13:39,709 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8517 +[2025-02-27 13:13:39,756 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5778 +[2025-02-27 13:13:39,799 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8658 +[2025-02-27 13:13:39,846 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3016 +[2025-02-27 13:13:39,890 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8731 +[2025-02-27 13:13:39,927 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.2535 +[2025-02-27 13:13:39,972 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2548 +[2025-02-27 13:13:40,027 INFO hook.py line 289 3679208] Test: [17/78] Loss 1.0616 +[2025-02-27 13:13:40,079 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.9202 +[2025-02-27 13:13:40,134 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0089 +[2025-02-27 13:13:40,178 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2030 +[2025-02-27 13:13:40,215 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3706 +[2025-02-27 13:13:40,258 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1396 +[2025-02-27 13:13:40,296 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6501 +[2025-02-27 13:13:40,342 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7317 +[2025-02-27 13:13:40,387 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9408 +[2025-02-27 13:13:40,441 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6514 +[2025-02-27 13:13:40,503 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9682 +[2025-02-27 13:13:40,536 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6445 +[2025-02-27 13:13:40,578 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3818 +[2025-02-27 13:13:40,640 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.8080 +[2025-02-27 13:13:40,694 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6235 +[2025-02-27 13:13:40,733 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.8779 +[2025-02-27 13:13:40,789 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1639 +[2025-02-27 13:13:40,834 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0273 +[2025-02-27 13:13:40,874 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4597 +[2025-02-27 13:13:40,922 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8219 +[2025-02-27 13:13:40,970 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.8461 +[2025-02-27 13:13:41,003 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3424 +[2025-02-27 13:13:41,065 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3795 +[2025-02-27 13:13:41,111 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4829 +[2025-02-27 13:13:41,160 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1438 +[2025-02-27 13:13:41,197 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2253 +[2025-02-27 13:13:41,241 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2108 +[2025-02-27 13:13:41,302 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5604 +[2025-02-27 13:13:41,342 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7076 +[2025-02-27 13:13:41,393 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7404 +[2025-02-27 13:13:41,434 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7435 +[2025-02-27 13:13:41,474 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6448 +[2025-02-27 13:13:41,511 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9719 +[2025-02-27 13:13:41,548 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0278 +[2025-02-27 13:13:41,577 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.2515 +[2025-02-27 13:13:41,621 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8677 +[2025-02-27 13:13:41,660 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3582 +[2025-02-27 13:13:41,697 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.9105 +[2025-02-27 13:13:41,733 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0680 +[2025-02-27 13:13:41,775 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2388 +[2025-02-27 13:13:41,809 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1310 +[2025-02-27 13:13:41,841 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6911 +[2025-02-27 13:13:41,879 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7194 +[2025-02-27 13:13:41,912 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7441 +[2025-02-27 13:13:41,942 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9451 +[2025-02-27 13:13:41,976 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6128 +[2025-02-27 13:13:42,011 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2884 +[2025-02-27 13:13:42,066 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.8372 +[2025-02-27 13:13:42,096 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1149 +[2025-02-27 13:13:42,137 INFO hook.py line 289 3679208] Test: [66/78] Loss 1.2702 +[2025-02-27 13:13:42,174 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5946 +[2025-02-27 13:13:42,208 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0972 +[2025-02-27 13:13:42,239 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2930 +[2025-02-27 13:13:42,294 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7418 +[2025-02-27 13:13:42,336 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8869 +[2025-02-27 13:13:42,388 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5042 +[2025-02-27 13:13:42,436 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.7498 +[2025-02-27 13:13:42,477 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.7498 +[2025-02-27 13:13:42,527 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6367 +[2025-02-27 13:13:42,555 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9140 +[2025-02-27 13:13:42,609 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.6134 +[2025-02-27 13:13:42,642 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6619 +[2025-02-27 13:13:44,184 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:13:44,184 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:13:44,184 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:13:44,184 INFO hook.py line 232 3679208] wall : 0.8065 0.9120 +[2025-02-27 13:13:44,184 INFO hook.py line 232 3679208] floor : 0.9537 0.9844 +[2025-02-27 13:13:44,184 INFO hook.py line 232 3679208] cabinet : 0.5719 0.6892 +[2025-02-27 13:13:44,184 INFO hook.py line 232 3679208] bed : 0.7582 0.8277 +[2025-02-27 13:13:44,184 INFO hook.py line 232 3679208] chair : 0.8679 0.9222 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] sofa : 0.7533 0.8620 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] table : 0.6631 0.7181 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] door : 0.4928 0.6006 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] window : 0.4969 0.5941 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] bookshelf : 0.7314 0.7943 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] picture : 0.2811 0.3705 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] counter : 0.6082 0.7344 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] desk : 0.5430 0.8539 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] curtain : 0.5215 0.8435 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] refridgerator : 0.4788 0.4919 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] shower curtain : 0.4738 0.7326 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] toilet : 0.8990 0.9651 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] sink : 0.6042 0.6881 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] bathtub : 0.7066 0.9289 +[2025-02-27 13:13:44,185 INFO hook.py line 232 3679208] otherfurniture : 0.4421 0.6449 +[2025-02-27 13:13:44,185 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:13:44,185 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6327/0.7579/0.8639. +[2025-02-27 13:13:44,185 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:13:44,191 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:13:44,191 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:14:10,129 INFO hook.py line 109 3679208] Train: [48/100][50/300] Data 0.005 (0.009) Batch 0.324 (0.361) Remain 01:35:16 loss: 0.3677 Lr: 3.52760e-03 +[2025-02-27 13:14:28,016 INFO hook.py line 109 3679208] Train: [48/100][100/300] Data 0.015 (0.008) Batch 0.468 (0.359) Remain 01:34:35 loss: 0.4371 Lr: 3.51131e-03 +[2025-02-27 13:14:45,748 INFO hook.py line 109 3679208] Train: [48/100][150/300] Data 0.006 (0.008) Batch 0.331 (0.358) Remain 01:33:52 loss: 0.5994 Lr: 3.49501e-03 +[2025-02-27 13:15:03,751 INFO hook.py line 109 3679208] Train: [48/100][200/300] Data 0.004 (0.008) Batch 0.260 (0.358) Remain 01:33:44 loss: 0.6955 Lr: 3.47870e-03 +[2025-02-27 13:15:22,172 INFO hook.py line 109 3679208] Train: [48/100][250/300] Data 0.005 (0.008) Batch 0.375 (0.360) Remain 01:33:58 loss: 0.4700 Lr: 3.46237e-03 +[2025-02-27 13:15:35,535 INFO hook.py line 109 3679208] Train: [48/100][300/300] Data 0.002 (0.007) Batch 0.220 (0.345) Remain 01:29:36 loss: 0.4673 Lr: 3.44603e-03 +[2025-02-27 13:15:35,536 INFO misc.py line 135 3679208] Train result: loss: 0.5498 +[2025-02-27 13:15:35,624 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:15:55,219 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1564 +[2025-02-27 13:15:55,337 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6169 +[2025-02-27 13:15:55,386 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3153 +[2025-02-27 13:15:55,453 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4638 +[2025-02-27 13:15:55,507 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5072 +[2025-02-27 13:15:55,887 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.4679 +[2025-02-27 13:15:55,947 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4715 +[2025-02-27 13:15:55,986 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3274 +[2025-02-27 13:15:56,188 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1777 +[2025-02-27 13:15:56,470 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.1576 +[2025-02-27 13:15:56,513 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5823 +[2025-02-27 13:15:56,627 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9835 +[2025-02-27 13:15:56,671 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6360 +[2025-02-27 13:15:56,720 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.5066 +[2025-02-27 13:15:56,754 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.1821 +[2025-02-27 13:15:56,801 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2631 +[2025-02-27 13:15:56,846 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8697 +[2025-02-27 13:15:56,880 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.5527 +[2025-02-27 13:15:56,920 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1779 +[2025-02-27 13:15:56,955 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1417 +[2025-02-27 13:15:56,994 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3692 +[2025-02-27 13:15:57,032 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.0709 +[2025-02-27 13:15:57,063 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6773 +[2025-02-27 13:15:57,107 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8125 +[2025-02-27 13:15:57,152 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9512 +[2025-02-27 13:15:57,201 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.9191 +[2025-02-27 13:15:57,249 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1259 +[2025-02-27 13:15:57,284 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4503 +[2025-02-27 13:15:57,326 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3591 +[2025-02-27 13:15:57,378 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5021 +[2025-02-27 13:15:57,432 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3957 +[2025-02-27 13:15:57,471 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7773 +[2025-02-27 13:15:57,520 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1822 +[2025-02-27 13:15:57,560 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0022 +[2025-02-27 13:15:57,595 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3613 +[2025-02-27 13:15:57,632 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8725 +[2025-02-27 13:15:57,667 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6096 +[2025-02-27 13:15:57,695 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3545 +[2025-02-27 13:15:57,753 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6349 +[2025-02-27 13:15:57,799 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5422 +[2025-02-27 13:15:57,839 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9379 +[2025-02-27 13:15:57,877 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1870 +[2025-02-27 13:15:57,918 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2144 +[2025-02-27 13:15:57,975 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7594 +[2025-02-27 13:15:58,005 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5156 +[2025-02-27 13:15:58,050 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5349 +[2025-02-27 13:15:58,086 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.0288 +[2025-02-27 13:15:58,116 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.3690 +[2025-02-27 13:15:58,151 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9868 +[2025-02-27 13:15:58,184 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.4354 +[2025-02-27 13:15:58,219 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7686 +[2025-02-27 13:15:58,252 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9582 +[2025-02-27 13:15:58,285 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3392 +[2025-02-27 13:15:58,318 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0939 +[2025-02-27 13:15:58,353 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0603 +[2025-02-27 13:15:58,391 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2323 +[2025-02-27 13:15:58,421 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1682 +[2025-02-27 13:15:58,449 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.9312 +[2025-02-27 13:15:58,487 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8348 +[2025-02-27 13:15:58,519 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9522 +[2025-02-27 13:15:58,542 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7171 +[2025-02-27 13:15:58,574 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5525 +[2025-02-27 13:15:58,610 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2753 +[2025-02-27 13:15:58,663 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3551 +[2025-02-27 13:15:58,690 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9350 +[2025-02-27 13:15:58,729 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.7657 +[2025-02-27 13:15:58,766 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3663 +[2025-02-27 13:15:58,797 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1021 +[2025-02-27 13:15:58,825 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3436 +[2025-02-27 13:15:58,878 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0523 +[2025-02-27 13:15:58,918 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9414 +[2025-02-27 13:15:58,968 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2408 +[2025-02-27 13:15:59,022 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.5382 +[2025-02-27 13:15:59,060 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9390 +[2025-02-27 13:15:59,107 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7458 +[2025-02-27 13:15:59,134 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7255 +[2025-02-27 13:15:59,187 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5120 +[2025-02-27 13:15:59,221 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7496 +[2025-02-27 13:16:01,017 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:16:01,018 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:16:01,018 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] wall : 0.8073 0.9038 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] floor : 0.9533 0.9685 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] cabinet : 0.5663 0.6791 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] bed : 0.7617 0.8072 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] chair : 0.8586 0.9327 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] sofa : 0.7535 0.8377 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] table : 0.6715 0.7823 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] door : 0.5673 0.7287 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] window : 0.4883 0.6883 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] bookshelf : 0.6786 0.9322 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] picture : 0.2589 0.4798 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] counter : 0.4918 0.5798 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] desk : 0.5666 0.7159 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] curtain : 0.6550 0.7781 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] refridgerator : 0.4652 0.6527 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] shower curtain : 0.5720 0.6505 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] toilet : 0.8509 0.9286 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] sink : 0.5642 0.6238 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] bathtub : 0.8688 0.9155 +[2025-02-27 13:16:01,018 INFO hook.py line 232 3679208] otherfurniture : 0.4830 0.6240 +[2025-02-27 13:16:01,018 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:16:01,018 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6441/0.7605/0.8672. +[2025-02-27 13:16:01,019 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:16:01,032 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6636 +[2025-02-27 13:16:01,033 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:16:24,286 INFO hook.py line 109 3679208] Train: [49/100][50/300] Data 0.006 (0.006) Batch 0.279 (0.319) Remain 01:22:33 loss: 0.4200 Lr: 3.42967e-03 +[2025-02-27 13:16:39,343 INFO hook.py line 109 3679208] Train: [49/100][100/300] Data 0.003 (0.006) Batch 0.270 (0.310) Remain 01:19:59 loss: 0.5333 Lr: 3.41330e-03 +[2025-02-27 13:16:52,966 INFO hook.py line 109 3679208] Train: [49/100][150/300] Data 0.006 (0.005) Batch 0.259 (0.297) Remain 01:16:28 loss: 0.3829 Lr: 3.39725e-03 +[2025-02-27 13:17:06,869 INFO hook.py line 109 3679208] Train: [49/100][200/300] Data 0.009 (0.005) Batch 0.370 (0.292) Remain 01:14:59 loss: 0.4170 Lr: 3.38085e-03 +[2025-02-27 13:17:24,514 INFO hook.py line 109 3679208] Train: [49/100][250/300] Data 0.006 (0.006) Batch 0.313 (0.304) Remain 01:17:52 loss: 0.6265 Lr: 3.36445e-03 +[2025-02-27 13:17:38,045 INFO hook.py line 109 3679208] Train: [49/100][300/300] Data 0.003 (0.006) Batch 0.234 (0.299) Remain 01:16:11 loss: 0.3729 Lr: 3.34803e-03 +[2025-02-27 13:17:38,046 INFO misc.py line 135 3679208] Train result: loss: 0.5399 +[2025-02-27 13:17:38,131 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:17:58,508 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1665 +[2025-02-27 13:17:58,573 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4831 +[2025-02-27 13:17:58,852 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4929 +[2025-02-27 13:17:59,056 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4914 +[2025-02-27 13:17:59,095 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4046 +[2025-02-27 13:17:59,160 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.0977 +[2025-02-27 13:18:00,091 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5234 +[2025-02-27 13:18:00,137 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2925 +[2025-02-27 13:18:00,188 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0029 +[2025-02-27 13:18:00,230 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6876 +[2025-02-27 13:18:00,299 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6189 +[2025-02-27 13:18:00,344 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.7569 +[2025-02-27 13:18:00,406 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.1275 +[2025-02-27 13:18:00,457 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.5399 +[2025-02-27 13:18:00,511 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3859 +[2025-02-27 13:18:00,936 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1287 +[2025-02-27 13:18:00,976 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.4821 +[2025-02-27 13:18:01,023 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6621 +[2025-02-27 13:18:01,075 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0936 +[2025-02-27 13:18:01,130 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1511 +[2025-02-27 13:18:01,171 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2625 +[2025-02-27 13:18:01,223 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1304 +[2025-02-27 13:18:01,266 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8283 +[2025-02-27 13:18:01,317 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9128 +[2025-02-27 13:18:01,370 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7170 +[2025-02-27 13:18:01,423 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7553 +[2025-02-27 13:18:01,474 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1074 +[2025-02-27 13:18:01,524 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4642 +[2025-02-27 13:18:01,569 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2416 +[2025-02-27 13:18:01,623 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6465 +[2025-02-27 13:18:01,683 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4983 +[2025-02-27 13:18:01,722 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7011 +[2025-02-27 13:18:01,781 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1701 +[2025-02-27 13:18:01,818 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0364 +[2025-02-27 13:18:01,856 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3190 +[2025-02-27 13:18:01,914 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9523 +[2025-02-27 13:18:01,951 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7746 +[2025-02-27 13:18:01,982 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2764 +[2025-02-27 13:18:02,056 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5017 +[2025-02-27 13:18:02,101 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7490 +[2025-02-27 13:18:02,152 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9257 +[2025-02-27 13:18:02,206 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1567 +[2025-02-27 13:18:02,267 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1992 +[2025-02-27 13:18:02,322 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5081 +[2025-02-27 13:18:02,368 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4081 +[2025-02-27 13:18:02,419 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6391 +[2025-02-27 13:18:02,464 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6143 +[2025-02-27 13:18:02,503 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5449 +[2025-02-27 13:18:02,540 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1594 +[2025-02-27 13:18:02,571 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0801 +[2025-02-27 13:18:02,599 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6668 +[2025-02-27 13:18:02,638 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9655 +[2025-02-27 13:18:02,665 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2900 +[2025-02-27 13:18:02,703 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8037 +[2025-02-27 13:18:02,739 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0518 +[2025-02-27 13:18:02,777 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1900 +[2025-02-27 13:18:02,809 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6073 +[2025-02-27 13:18:02,836 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4750 +[2025-02-27 13:18:02,875 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9602 +[2025-02-27 13:18:02,907 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9433 +[2025-02-27 13:18:02,932 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5735 +[2025-02-27 13:18:02,966 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.7258 +[2025-02-27 13:18:03,001 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0310 +[2025-02-27 13:18:03,055 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6340 +[2025-02-27 13:18:03,083 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.6747 +[2025-02-27 13:18:03,125 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4034 +[2025-02-27 13:18:03,163 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.2815 +[2025-02-27 13:18:03,195 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9972 +[2025-02-27 13:18:03,225 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2888 +[2025-02-27 13:18:03,279 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.3254 +[2025-02-27 13:18:03,321 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0590 +[2025-02-27 13:18:03,371 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2098 +[2025-02-27 13:18:03,419 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3642 +[2025-02-27 13:18:03,460 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.7685 +[2025-02-27 13:18:03,510 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6076 +[2025-02-27 13:18:03,538 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9055 +[2025-02-27 13:18:03,595 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5403 +[2025-02-27 13:18:03,624 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4515 +[2025-02-27 13:18:05,537 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:18:05,538 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:18:05,538 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:18:05,538 INFO hook.py line 232 3679208] wall : 0.8227 0.9341 +[2025-02-27 13:18:05,538 INFO hook.py line 232 3679208] floor : 0.9603 0.9798 +[2025-02-27 13:18:05,538 INFO hook.py line 232 3679208] cabinet : 0.5770 0.7833 +[2025-02-27 13:18:05,538 INFO hook.py line 232 3679208] bed : 0.7893 0.8424 +[2025-02-27 13:18:05,538 INFO hook.py line 232 3679208] chair : 0.8873 0.9390 +[2025-02-27 13:18:05,538 INFO hook.py line 232 3679208] sofa : 0.8036 0.9076 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] table : 0.7125 0.8431 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] door : 0.5729 0.7102 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] window : 0.5433 0.6589 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] bookshelf : 0.7181 0.8684 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] picture : 0.2802 0.3482 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] counter : 0.5315 0.6040 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] desk : 0.5808 0.6965 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] curtain : 0.6832 0.7859 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] refridgerator : 0.4373 0.4450 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] shower curtain : 0.5617 0.6078 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] toilet : 0.9379 0.9739 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] sink : 0.6162 0.7035 +[2025-02-27 13:18:05,539 INFO hook.py line 232 3679208] bathtub : 0.8739 0.9349 +[2025-02-27 13:18:05,540 INFO hook.py line 232 3679208] otherfurniture : 0.5254 0.6085 +[2025-02-27 13:18:05,540 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:18:05,540 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6708/0.7588/0.8829. +[2025-02-27 13:18:05,540 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:18:05,547 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6708 +[2025-02-27 13:18:05,548 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:18:05,548 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:18:31,933 INFO hook.py line 109 3679208] Train: [50/100][50/300] Data 0.004 (0.008) Batch 0.251 (0.364) Remain 01:32:29 loss: 0.8091 Lr: 3.33161e-03 +[2025-02-27 13:18:49,244 INFO hook.py line 109 3679208] Train: [50/100][100/300] Data 0.013 (0.008) Batch 0.322 (0.355) Remain 01:29:52 loss: 0.3361 Lr: 3.31517e-03 +[2025-02-27 13:19:07,372 INFO hook.py line 109 3679208] Train: [50/100][150/300] Data 0.010 (0.009) Batch 0.388 (0.357) Remain 01:30:14 loss: 0.6000 Lr: 3.29872e-03 +[2025-02-27 13:19:25,400 INFO hook.py line 109 3679208] Train: [50/100][200/300] Data 0.005 (0.009) Batch 0.381 (0.358) Remain 01:30:09 loss: 0.4370 Lr: 3.28227e-03 +[2025-02-27 13:19:43,253 INFO hook.py line 109 3679208] Train: [50/100][250/300] Data 0.006 (0.008) Batch 0.385 (0.358) Remain 01:29:47 loss: 0.4112 Lr: 3.26613e-03 +[2025-02-27 13:19:57,377 INFO hook.py line 109 3679208] Train: [50/100][300/300] Data 0.002 (0.008) Batch 0.208 (0.345) Remain 01:26:19 loss: 0.7171 Lr: 3.24966e-03 +[2025-02-27 13:19:57,378 INFO misc.py line 135 3679208] Train result: loss: 0.5343 +[2025-02-27 13:19:57,462 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:20:16,459 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1788 +[2025-02-27 13:20:16,576 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6066 +[2025-02-27 13:20:17,222 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3835 +[2025-02-27 13:20:17,524 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4976 +[2025-02-27 13:20:17,915 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3250 +[2025-02-27 13:20:17,977 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.0276 +[2025-02-27 13:20:18,046 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6127 +[2025-02-27 13:20:18,091 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2950 +[2025-02-27 13:20:18,137 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0644 +[2025-02-27 13:20:18,180 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9869 +[2025-02-27 13:20:18,241 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4686 +[2025-02-27 13:20:18,362 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9357 +[2025-02-27 13:20:18,410 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.5986 +[2025-02-27 13:20:18,602 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6020 +[2025-02-27 13:20:18,650 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3282 +[2025-02-27 13:20:18,695 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0937 +[2025-02-27 13:20:18,744 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6708 +[2025-02-27 13:20:18,782 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6346 +[2025-02-27 13:20:18,830 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0901 +[2025-02-27 13:20:18,879 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2184 +[2025-02-27 13:20:18,919 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3018 +[2025-02-27 13:20:18,965 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4999 +[2025-02-27 13:20:19,004 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.5539 +[2025-02-27 13:20:19,050 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9271 +[2025-02-27 13:20:19,090 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.1231 +[2025-02-27 13:20:19,131 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4853 +[2025-02-27 13:20:19,180 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2116 +[2025-02-27 13:20:19,214 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5907 +[2025-02-27 13:20:19,251 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2368 +[2025-02-27 13:20:19,301 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6331 +[2025-02-27 13:20:19,355 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4913 +[2025-02-27 13:20:19,392 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5770 +[2025-02-27 13:20:19,443 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2728 +[2025-02-27 13:20:19,479 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9727 +[2025-02-27 13:20:19,523 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4463 +[2025-02-27 13:20:19,561 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8372 +[2025-02-27 13:20:19,600 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6773 +[2025-02-27 13:20:19,648 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2557 +[2025-02-27 13:20:19,708 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7180 +[2025-02-27 13:20:19,751 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7556 +[2025-02-27 13:20:19,799 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9666 +[2025-02-27 13:20:19,831 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1191 +[2025-02-27 13:20:19,874 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2223 +[2025-02-27 13:20:19,934 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5689 +[2025-02-27 13:20:19,968 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5811 +[2025-02-27 13:20:20,013 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6802 +[2025-02-27 13:20:20,050 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7878 +[2025-02-27 13:20:20,083 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4214 +[2025-02-27 13:20:20,119 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9114 +[2025-02-27 13:20:20,150 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.7166 +[2025-02-27 13:20:20,178 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8410 +[2025-02-27 13:20:20,210 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7799 +[2025-02-27 13:20:20,235 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4773 +[2025-02-27 13:20:20,270 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3156 +[2025-02-27 13:20:20,306 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0513 +[2025-02-27 13:20:20,344 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2623 +[2025-02-27 13:20:20,376 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6915 +[2025-02-27 13:20:20,402 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5309 +[2025-02-27 13:20:20,447 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.6979 +[2025-02-27 13:20:20,479 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7851 +[2025-02-27 13:20:20,503 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5705 +[2025-02-27 13:20:20,537 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4779 +[2025-02-27 13:20:20,574 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1896 +[2025-02-27 13:20:20,627 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5790 +[2025-02-27 13:20:20,654 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1365 +[2025-02-27 13:20:20,694 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5113 +[2025-02-27 13:20:20,735 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3113 +[2025-02-27 13:20:20,767 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.4967 +[2025-02-27 13:20:20,796 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3504 +[2025-02-27 13:20:20,850 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9881 +[2025-02-27 13:20:20,890 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9690 +[2025-02-27 13:20:20,947 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2432 +[2025-02-27 13:20:21,000 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4071 +[2025-02-27 13:20:21,040 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.3171 +[2025-02-27 13:20:21,087 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5203 +[2025-02-27 13:20:21,130 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7333 +[2025-02-27 13:20:21,184 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3927 +[2025-02-27 13:20:21,210 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6827 +[2025-02-27 13:20:22,594 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:20:22,594 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:20:22,594 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] wall : 0.8095 0.9167 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] floor : 0.9602 0.9841 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] cabinet : 0.5787 0.6961 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] bed : 0.7397 0.8349 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] chair : 0.8727 0.9451 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] sofa : 0.7944 0.9351 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] table : 0.6737 0.7730 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] door : 0.5554 0.7024 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] window : 0.5378 0.6668 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] bookshelf : 0.7441 0.8811 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] picture : 0.2970 0.4580 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] counter : 0.5471 0.6354 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] desk : 0.5647 0.8043 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] curtain : 0.6463 0.8502 +[2025-02-27 13:20:22,594 INFO hook.py line 232 3679208] refridgerator : 0.4360 0.4517 +[2025-02-27 13:20:22,595 INFO hook.py line 232 3679208] shower curtain : 0.5789 0.7281 +[2025-02-27 13:20:22,595 INFO hook.py line 232 3679208] toilet : 0.8336 0.9811 +[2025-02-27 13:20:22,595 INFO hook.py line 232 3679208] sink : 0.6196 0.7758 +[2025-02-27 13:20:22,595 INFO hook.py line 232 3679208] bathtub : 0.8096 0.8959 +[2025-02-27 13:20:22,595 INFO hook.py line 232 3679208] otherfurniture : 0.4624 0.5260 +[2025-02-27 13:20:22,595 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:20:22,595 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6531/0.7721/0.8747. +[2025-02-27 13:20:22,595 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:20:22,602 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:20:22,602 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:20:45,620 INFO hook.py line 109 3679208] Train: [51/100][50/300] Data 0.009 (0.007) Batch 0.296 (0.318) Remain 01:19:12 loss: 0.9005 Lr: 3.23318e-03 +[2025-02-27 13:21:01,277 INFO hook.py line 109 3679208] Train: [51/100][100/300] Data 0.002 (0.006) Batch 0.286 (0.315) Remain 01:18:20 loss: 0.4414 Lr: 3.21669e-03 +[2025-02-27 13:21:17,057 INFO hook.py line 109 3679208] Train: [51/100][150/300] Data 0.002 (0.006) Batch 0.293 (0.316) Remain 01:18:05 loss: 0.4935 Lr: 3.20020e-03 +[2025-02-27 13:21:33,046 INFO hook.py line 109 3679208] Train: [51/100][200/300] Data 0.009 (0.006) Batch 0.225 (0.317) Remain 01:18:05 loss: 0.4264 Lr: 3.18370e-03 +[2025-02-27 13:21:48,831 INFO hook.py line 109 3679208] Train: [51/100][250/300] Data 0.006 (0.006) Batch 0.340 (0.316) Remain 01:17:47 loss: 0.7245 Lr: 3.16720e-03 +[2025-02-27 13:22:00,846 INFO hook.py line 109 3679208] Train: [51/100][300/300] Data 0.001 (0.005) Batch 0.207 (0.304) Remain 01:14:23 loss: 0.7640 Lr: 3.15069e-03 +[2025-02-27 13:22:00,847 INFO misc.py line 135 3679208] Train result: loss: 0.5148 +[2025-02-27 13:22:00,923 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:22:17,002 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1435 +[2025-02-27 13:22:17,060 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6356 +[2025-02-27 13:22:17,198 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.7490 +[2025-02-27 13:22:17,243 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6716 +[2025-02-27 13:22:17,275 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5524 +[2025-02-27 13:22:17,336 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6676 +[2025-02-27 13:22:17,390 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5211 +[2025-02-27 13:22:17,431 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2079 +[2025-02-27 13:22:17,483 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1082 +[2025-02-27 13:22:17,530 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8546 +[2025-02-27 13:22:17,578 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6053 +[2025-02-27 13:22:17,632 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8391 +[2025-02-27 13:22:17,681 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.2755 +[2025-02-27 13:22:17,732 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9945 +[2025-02-27 13:22:17,772 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.5398 +[2025-02-27 13:22:17,822 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3343 +[2025-02-27 13:22:17,867 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5775 +[2025-02-27 13:22:17,913 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8192 +[2025-02-27 13:22:17,966 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8680 +[2025-02-27 13:22:18,013 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3549 +[2025-02-27 13:22:18,056 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2896 +[2025-02-27 13:22:18,102 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.6214 +[2025-02-27 13:22:18,145 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7977 +[2025-02-27 13:22:18,192 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9968 +[2025-02-27 13:22:18,245 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.4837 +[2025-02-27 13:22:18,295 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4906 +[2025-02-27 13:22:18,346 INFO hook.py line 289 3679208] Test: [27/78] Loss 2.3282 +[2025-02-27 13:22:18,382 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4931 +[2025-02-27 13:22:18,421 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3049 +[2025-02-27 13:22:18,477 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7809 +[2025-02-27 13:22:18,533 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6526 +[2025-02-27 13:22:18,573 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.8129 +[2025-02-27 13:22:18,624 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2075 +[2025-02-27 13:22:18,666 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0415 +[2025-02-27 13:22:18,709 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5283 +[2025-02-27 13:22:18,758 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9410 +[2025-02-27 13:22:18,801 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.9510 +[2025-02-27 13:22:18,837 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.4081 +[2025-02-27 13:22:18,910 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8040 +[2025-02-27 13:22:18,954 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8259 +[2025-02-27 13:22:19,009 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9872 +[2025-02-27 13:22:19,047 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1457 +[2025-02-27 13:22:19,088 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1916 +[2025-02-27 13:22:19,159 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4743 +[2025-02-27 13:22:19,212 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7068 +[2025-02-27 13:22:19,266 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6212 +[2025-02-27 13:22:19,308 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.0828 +[2025-02-27 13:22:19,352 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6239 +[2025-02-27 13:22:19,391 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9897 +[2025-02-27 13:22:19,427 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.6658 +[2025-02-27 13:22:19,456 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8534 +[2025-02-27 13:22:19,494 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9236 +[2025-02-27 13:22:19,525 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4606 +[2025-02-27 13:22:19,564 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4840 +[2025-02-27 13:22:19,601 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0655 +[2025-02-27 13:22:19,642 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2236 +[2025-02-27 13:22:19,683 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.4653 +[2025-02-27 13:22:19,714 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7715 +[2025-02-27 13:22:19,754 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8848 +[2025-02-27 13:22:19,790 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1177 +[2025-02-27 13:22:19,818 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8262 +[2025-02-27 13:22:19,851 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5831 +[2025-02-27 13:22:19,886 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9992 +[2025-02-27 13:22:19,941 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2871 +[2025-02-27 13:22:19,968 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9186 +[2025-02-27 13:22:20,007 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.3723 +[2025-02-27 13:22:20,046 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5125 +[2025-02-27 13:22:20,079 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.6526 +[2025-02-27 13:22:20,109 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2866 +[2025-02-27 13:22:20,162 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9757 +[2025-02-27 13:22:20,204 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.3461 +[2025-02-27 13:22:20,253 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3001 +[2025-02-27 13:22:20,300 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4885 +[2025-02-27 13:22:20,351 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2765 +[2025-02-27 13:22:20,404 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6966 +[2025-02-27 13:22:20,436 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.0419 +[2025-02-27 13:22:20,493 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3914 +[2025-02-27 13:22:20,524 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5935 +[2025-02-27 13:22:22,602 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:22:22,605 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:22:22,606 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:22:22,607 INFO hook.py line 232 3679208] wall : 0.8158 0.9252 +[2025-02-27 13:22:22,607 INFO hook.py line 232 3679208] floor : 0.9589 0.9814 +[2025-02-27 13:22:22,608 INFO hook.py line 232 3679208] cabinet : 0.5351 0.7410 +[2025-02-27 13:22:22,608 INFO hook.py line 232 3679208] bed : 0.7587 0.8603 +[2025-02-27 13:22:22,608 INFO hook.py line 232 3679208] chair : 0.8501 0.8772 +[2025-02-27 13:22:22,608 INFO hook.py line 232 3679208] sofa : 0.6777 0.9236 +[2025-02-27 13:22:22,608 INFO hook.py line 232 3679208] table : 0.6677 0.8388 +[2025-02-27 13:22:22,608 INFO hook.py line 232 3679208] door : 0.5688 0.6467 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] window : 0.4908 0.5678 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] bookshelf : 0.6140 0.9296 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] picture : 0.2832 0.3477 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] counter : 0.4873 0.8217 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] desk : 0.5772 0.6762 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] curtain : 0.6221 0.7157 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] refridgerator : 0.5175 0.5588 +[2025-02-27 13:22:22,609 INFO hook.py line 232 3679208] shower curtain : 0.6573 0.8041 +[2025-02-27 13:22:22,610 INFO hook.py line 232 3679208] toilet : 0.9083 0.9210 +[2025-02-27 13:22:22,610 INFO hook.py line 232 3679208] sink : 0.5988 0.6511 +[2025-02-27 13:22:22,610 INFO hook.py line 232 3679208] bathtub : 0.8625 0.9106 +[2025-02-27 13:22:22,610 INFO hook.py line 232 3679208] otherfurniture : 0.4769 0.5387 +[2025-02-27 13:22:22,610 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:22:22,610 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6464/0.7619/0.8686. +[2025-02-27 13:22:22,614 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:22:22,627 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:22:22,628 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:22:48,876 INFO hook.py line 109 3679208] Train: [52/100][50/300] Data 0.023 (0.018) Batch 0.358 (0.389) Remain 01:34:59 loss: 0.5484 Lr: 3.13417e-03 +[2025-02-27 13:23:06,788 INFO hook.py line 109 3679208] Train: [52/100][100/300] Data 0.004 (0.013) Batch 0.300 (0.373) Remain 01:30:49 loss: 0.7214 Lr: 3.11765e-03 +[2025-02-27 13:23:24,913 INFO hook.py line 109 3679208] Train: [52/100][150/300] Data 0.015 (0.011) Batch 0.345 (0.370) Remain 01:29:37 loss: 0.7741 Lr: 3.10113e-03 +[2025-02-27 13:23:43,517 INFO hook.py line 109 3679208] Train: [52/100][200/300] Data 0.004 (0.011) Batch 0.294 (0.370) Remain 01:29:28 loss: 0.4854 Lr: 3.08461e-03 +[2025-02-27 13:24:01,800 INFO hook.py line 109 3679208] Train: [52/100][250/300] Data 0.010 (0.010) Batch 0.375 (0.369) Remain 01:28:56 loss: 0.5348 Lr: 3.06808e-03 +[2025-02-27 13:24:15,672 INFO hook.py line 109 3679208] Train: [52/100][300/300] Data 0.002 (0.009) Batch 0.206 (0.354) Remain 01:24:55 loss: 0.4403 Lr: 3.05155e-03 +[2025-02-27 13:24:15,673 INFO misc.py line 135 3679208] Train result: loss: 0.5054 +[2025-02-27 13:24:15,752 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:24:36,616 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1519 +[2025-02-27 13:24:36,654 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5262 +[2025-02-27 13:24:36,690 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3285 +[2025-02-27 13:24:36,739 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4574 +[2025-02-27 13:24:36,775 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2813 +[2025-02-27 13:24:36,829 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6234 +[2025-02-27 13:24:36,877 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4542 +[2025-02-27 13:24:36,903 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4851 +[2025-02-27 13:24:36,944 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9636 +[2025-02-27 13:24:36,993 INFO hook.py line 289 3679208] Test: [10/78] Loss 1.0036 +[2025-02-27 13:24:37,043 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5394 +[2025-02-27 13:24:37,074 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1122 +[2025-02-27 13:24:37,126 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.2209 +[2025-02-27 13:24:37,166 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8991 +[2025-02-27 13:24:37,201 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.6118 +[2025-02-27 13:24:37,246 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0913 +[2025-02-27 13:24:37,286 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5413 +[2025-02-27 13:24:37,322 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8986 +[2025-02-27 13:24:37,367 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3110 +[2025-02-27 13:24:37,409 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9571 +[2025-02-27 13:24:37,443 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3345 +[2025-02-27 13:24:37,486 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3248 +[2025-02-27 13:24:37,528 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7799 +[2025-02-27 13:24:37,575 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7521 +[2025-02-27 13:24:37,614 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7046 +[2025-02-27 13:24:37,657 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7356 +[2025-02-27 13:24:37,710 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9962 +[2025-02-27 13:24:37,746 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3842 +[2025-02-27 13:24:37,785 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2485 +[2025-02-27 13:24:37,842 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5835 +[2025-02-27 13:24:37,899 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3811 +[2025-02-27 13:24:37,940 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7819 +[2025-02-27 13:24:38,002 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2668 +[2025-02-27 13:24:38,046 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0087 +[2025-02-27 13:24:38,092 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4130 +[2025-02-27 13:24:38,138 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0369 +[2025-02-27 13:24:38,191 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6001 +[2025-02-27 13:24:38,236 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3178 +[2025-02-27 13:24:38,305 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5626 +[2025-02-27 13:24:38,360 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5973 +[2025-02-27 13:24:38,415 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0088 +[2025-02-27 13:24:38,454 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1813 +[2025-02-27 13:24:38,502 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2257 +[2025-02-27 13:24:38,567 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7087 +[2025-02-27 13:24:38,604 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5345 +[2025-02-27 13:24:38,658 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6667 +[2025-02-27 13:24:38,707 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.3828 +[2025-02-27 13:24:38,748 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4868 +[2025-02-27 13:24:38,790 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0540 +[2025-02-27 13:24:38,832 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0744 +[2025-02-27 13:24:38,870 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.2195 +[2025-02-27 13:24:38,915 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8695 +[2025-02-27 13:24:38,957 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3797 +[2025-02-27 13:24:39,000 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.7717 +[2025-02-27 13:24:39,036 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0597 +[2025-02-27 13:24:39,083 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2631 +[2025-02-27 13:24:39,123 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6297 +[2025-02-27 13:24:39,150 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5719 +[2025-02-27 13:24:39,187 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.6822 +[2025-02-27 13:24:39,220 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7695 +[2025-02-27 13:24:39,247 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7002 +[2025-02-27 13:24:39,281 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5996 +[2025-02-27 13:24:39,317 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0175 +[2025-02-27 13:24:39,372 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0284 +[2025-02-27 13:24:39,403 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8182 +[2025-02-27 13:24:39,443 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4042 +[2025-02-27 13:24:39,482 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4918 +[2025-02-27 13:24:39,516 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9137 +[2025-02-27 13:24:39,551 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3790 +[2025-02-27 13:24:39,605 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2981 +[2025-02-27 13:24:39,646 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9047 +[2025-02-27 13:24:39,696 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4957 +[2025-02-27 13:24:39,744 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4831 +[2025-02-27 13:24:39,784 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.6338 +[2025-02-27 13:24:39,832 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6613 +[2025-02-27 13:24:39,865 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6843 +[2025-02-27 13:24:39,919 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4946 +[2025-02-27 13:24:39,950 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.8625 +[2025-02-27 13:24:41,495 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:24:41,496 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:24:41,496 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:24:41,496 INFO hook.py line 232 3679208] wall : 0.8168 0.9160 +[2025-02-27 13:24:41,496 INFO hook.py line 232 3679208] floor : 0.9533 0.9877 +[2025-02-27 13:24:41,496 INFO hook.py line 232 3679208] cabinet : 0.5380 0.7736 +[2025-02-27 13:24:41,496 INFO hook.py line 232 3679208] bed : 0.7805 0.8302 +[2025-02-27 13:24:41,496 INFO hook.py line 232 3679208] chair : 0.8767 0.9441 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] sofa : 0.8127 0.8842 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] table : 0.6548 0.7387 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] door : 0.5609 0.7259 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] window : 0.5149 0.6764 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] bookshelf : 0.7537 0.8075 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] picture : 0.3091 0.4424 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] counter : 0.5568 0.6634 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] desk : 0.5593 0.8219 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] curtain : 0.6570 0.7450 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] refridgerator : 0.2428 0.2439 +[2025-02-27 13:24:41,497 INFO hook.py line 232 3679208] shower curtain : 0.6923 0.7749 +[2025-02-27 13:24:41,498 INFO hook.py line 232 3679208] toilet : 0.9013 0.9430 +[2025-02-27 13:24:41,498 INFO hook.py line 232 3679208] sink : 0.5716 0.6657 +[2025-02-27 13:24:41,498 INFO hook.py line 232 3679208] bathtub : 0.8751 0.9217 +[2025-02-27 13:24:41,498 INFO hook.py line 232 3679208] otherfurniture : 0.4571 0.5376 +[2025-02-27 13:24:41,498 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:24:41,498 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6542/0.7522/0.8728. +[2025-02-27 13:24:41,499 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:24:41,507 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:24:41,507 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:25:07,549 INFO hook.py line 109 3679208] Train: [53/100][50/300] Data 0.009 (0.008) Batch 0.369 (0.359) Remain 01:25:47 loss: 0.4336 Lr: 3.03502e-03 +[2025-02-27 13:25:25,591 INFO hook.py line 109 3679208] Train: [53/100][100/300] Data 0.014 (0.009) Batch 0.357 (0.360) Remain 01:25:45 loss: 0.3183 Lr: 3.01849e-03 +[2025-02-27 13:25:43,669 INFO hook.py line 109 3679208] Train: [53/100][150/300] Data 0.008 (0.008) Batch 0.397 (0.360) Remain 01:25:36 loss: 0.4525 Lr: 3.00195e-03 +[2025-02-27 13:25:59,549 INFO hook.py line 109 3679208] Train: [53/100][200/300] Data 0.008 (0.008) Batch 0.301 (0.350) Remain 01:22:43 loss: 0.4666 Lr: 2.98542e-03 +[2025-02-27 13:26:15,109 INFO hook.py line 109 3679208] Train: [53/100][250/300] Data 0.019 (0.008) Batch 0.333 (0.342) Remain 01:20:36 loss: 0.5257 Lr: 2.96889e-03 +[2025-02-27 13:26:27,499 INFO hook.py line 109 3679208] Train: [53/100][300/300] Data 0.002 (0.007) Batch 0.198 (0.326) Remain 01:16:36 loss: 0.6586 Lr: 2.95236e-03 +[2025-02-27 13:26:27,500 INFO misc.py line 135 3679208] Train result: loss: 0.4930 +[2025-02-27 13:26:27,591 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:26:45,282 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1408 +[2025-02-27 13:26:46,048 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6452 +[2025-02-27 13:26:46,745 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3957 +[2025-02-27 13:26:46,789 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4403 +[2025-02-27 13:26:46,823 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2903 +[2025-02-27 13:26:46,873 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.1162 +[2025-02-27 13:26:46,920 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6039 +[2025-02-27 13:26:46,946 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2854 +[2025-02-27 13:26:46,988 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9619 +[2025-02-27 13:26:47,026 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7156 +[2025-02-27 13:26:47,070 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5334 +[2025-02-27 13:26:47,103 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0305 +[2025-02-27 13:26:47,149 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3197 +[2025-02-27 13:26:47,255 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7109 +[2025-02-27 13:26:47,291 INFO hook.py line 289 3679208] Test: [15/78] Loss 2.5080 +[2025-02-27 13:26:47,333 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1988 +[2025-02-27 13:26:47,370 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5596 +[2025-02-27 13:26:47,413 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.5164 +[2025-02-27 13:26:47,455 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8735 +[2025-02-27 13:26:47,488 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1972 +[2025-02-27 13:26:47,527 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2324 +[2025-02-27 13:26:47,564 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3498 +[2025-02-27 13:26:47,589 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8323 +[2025-02-27 13:26:47,630 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8618 +[2025-02-27 13:26:47,667 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8917 +[2025-02-27 13:26:47,704 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5793 +[2025-02-27 13:26:47,751 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2060 +[2025-02-27 13:26:47,782 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4148 +[2025-02-27 13:26:47,809 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2406 +[2025-02-27 13:26:47,860 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7467 +[2025-02-27 13:26:47,913 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5322 +[2025-02-27 13:26:47,946 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6849 +[2025-02-27 13:26:47,996 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1884 +[2025-02-27 13:26:48,030 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9487 +[2025-02-27 13:26:48,063 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4781 +[2025-02-27 13:26:48,100 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0352 +[2025-02-27 13:26:48,134 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7554 +[2025-02-27 13:26:48,162 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3011 +[2025-02-27 13:26:48,219 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4154 +[2025-02-27 13:26:48,268 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6194 +[2025-02-27 13:26:48,307 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0976 +[2025-02-27 13:26:48,334 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1885 +[2025-02-27 13:26:48,366 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2126 +[2025-02-27 13:26:48,419 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.7014 +[2025-02-27 13:26:48,449 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4151 +[2025-02-27 13:26:48,494 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6669 +[2025-02-27 13:26:48,528 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8115 +[2025-02-27 13:26:48,557 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5248 +[2025-02-27 13:26:48,586 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1254 +[2025-02-27 13:26:48,614 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9210 +[2025-02-27 13:26:48,640 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8909 +[2025-02-27 13:26:48,670 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8452 +[2025-02-27 13:26:48,693 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3657 +[2025-02-27 13:26:48,723 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.5051 +[2025-02-27 13:26:48,757 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0664 +[2025-02-27 13:26:48,793 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2651 +[2025-02-27 13:26:48,821 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7349 +[2025-02-27 13:26:48,845 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7144 +[2025-02-27 13:26:48,879 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7543 +[2025-02-27 13:26:48,909 INFO hook.py line 289 3679208] Test: [60/78] Loss 1.1721 +[2025-02-27 13:26:48,930 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7042 +[2025-02-27 13:26:48,961 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6184 +[2025-02-27 13:26:48,993 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9388 +[2025-02-27 13:26:49,045 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2455 +[2025-02-27 13:26:49,070 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0974 +[2025-02-27 13:26:49,109 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5624 +[2025-02-27 13:26:49,144 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6548 +[2025-02-27 13:26:49,174 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8773 +[2025-02-27 13:26:49,201 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3435 +[2025-02-27 13:26:49,252 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0366 +[2025-02-27 13:26:49,290 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7481 +[2025-02-27 13:26:49,337 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2660 +[2025-02-27 13:26:49,383 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4204 +[2025-02-27 13:26:49,425 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2755 +[2025-02-27 13:26:49,471 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5427 +[2025-02-27 13:26:49,496 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6309 +[2025-02-27 13:26:49,548 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5221 +[2025-02-27 13:26:49,571 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7442 +[2025-02-27 13:26:50,790 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:26:50,791 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:26:50,791 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:26:50,792 INFO hook.py line 232 3679208] wall : 0.8064 0.9086 +[2025-02-27 13:26:50,792 INFO hook.py line 232 3679208] floor : 0.9590 0.9793 +[2025-02-27 13:26:50,793 INFO hook.py line 232 3679208] cabinet : 0.5395 0.7426 +[2025-02-27 13:26:50,793 INFO hook.py line 232 3679208] bed : 0.7047 0.7781 +[2025-02-27 13:26:50,793 INFO hook.py line 232 3679208] chair : 0.8827 0.9250 +[2025-02-27 13:26:50,793 INFO hook.py line 232 3679208] sofa : 0.8162 0.8874 +[2025-02-27 13:26:50,793 INFO hook.py line 232 3679208] table : 0.6613 0.7919 +[2025-02-27 13:26:50,793 INFO hook.py line 232 3679208] door : 0.5695 0.7886 +[2025-02-27 13:26:50,794 INFO hook.py line 232 3679208] window : 0.5102 0.7054 +[2025-02-27 13:26:50,794 INFO hook.py line 232 3679208] bookshelf : 0.7226 0.8229 +[2025-02-27 13:26:50,794 INFO hook.py line 232 3679208] picture : 0.2797 0.3496 +[2025-02-27 13:26:50,794 INFO hook.py line 232 3679208] counter : 0.5740 0.7708 +[2025-02-27 13:26:50,794 INFO hook.py line 232 3679208] desk : 0.4671 0.7861 +[2025-02-27 13:26:50,794 INFO hook.py line 232 3679208] curtain : 0.6205 0.7422 +[2025-02-27 13:26:50,796 INFO hook.py line 232 3679208] refridgerator : 0.4431 0.4909 +[2025-02-27 13:26:50,796 INFO hook.py line 232 3679208] shower curtain : 0.5232 0.5663 +[2025-02-27 13:26:50,796 INFO hook.py line 232 3679208] toilet : 0.8584 0.9585 +[2025-02-27 13:26:50,796 INFO hook.py line 232 3679208] sink : 0.6057 0.7019 +[2025-02-27 13:26:50,796 INFO hook.py line 232 3679208] bathtub : 0.8541 0.8823 +[2025-02-27 13:26:50,796 INFO hook.py line 232 3679208] otherfurniture : 0.4360 0.4644 +[2025-02-27 13:26:50,796 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:26:50,796 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6417/0.7521/0.8674. +[2025-02-27 13:26:50,797 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:26:50,812 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:26:50,813 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:27:10,001 INFO hook.py line 109 3679208] Train: [54/100][50/300] Data 0.003 (0.004) Batch 0.252 (0.258) Remain 01:00:27 loss: 0.4532 Lr: 2.93583e-03 +[2025-02-27 13:27:27,705 INFO hook.py line 109 3679208] Train: [54/100][100/300] Data 0.005 (0.006) Batch 0.316 (0.308) Remain 01:11:46 loss: 0.4363 Lr: 2.91930e-03 +[2025-02-27 13:27:46,349 INFO hook.py line 109 3679208] Train: [54/100][150/300] Data 0.005 (0.007) Batch 0.369 (0.330) Remain 01:16:40 loss: 0.7468 Lr: 2.90277e-03 +[2025-02-27 13:28:04,811 INFO hook.py line 109 3679208] Train: [54/100][200/300] Data 0.016 (0.007) Batch 0.348 (0.340) Remain 01:18:43 loss: 0.4891 Lr: 2.88625e-03 +[2025-02-27 13:28:22,745 INFO hook.py line 109 3679208] Train: [54/100][250/300] Data 0.007 (0.007) Batch 0.361 (0.344) Remain 01:19:19 loss: 0.3560 Lr: 2.86973e-03 +[2025-02-27 13:28:36,414 INFO hook.py line 109 3679208] Train: [54/100][300/300] Data 0.002 (0.007) Batch 0.225 (0.332) Remain 01:16:18 loss: 0.5018 Lr: 2.85321e-03 +[2025-02-27 13:28:36,415 INFO misc.py line 135 3679208] Train result: loss: 0.5014 +[2025-02-27 13:28:36,495 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:28:57,055 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1745 +[2025-02-27 13:28:57,756 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4767 +[2025-02-27 13:28:57,802 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4253 +[2025-02-27 13:28:57,856 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.6980 +[2025-02-27 13:28:57,897 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3698 +[2025-02-27 13:28:57,957 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8110 +[2025-02-27 13:28:58,011 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5044 +[2025-02-27 13:28:58,049 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.6183 +[2025-02-27 13:28:58,100 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0277 +[2025-02-27 13:28:58,146 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5584 +[2025-02-27 13:28:58,201 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6143 +[2025-02-27 13:28:58,254 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9302 +[2025-02-27 13:28:58,304 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3807 +[2025-02-27 13:28:58,353 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8689 +[2025-02-27 13:28:58,398 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.7497 +[2025-02-27 13:28:58,454 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2406 +[2025-02-27 13:28:58,491 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7335 +[2025-02-27 13:28:58,541 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.9143 +[2025-02-27 13:28:58,595 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0605 +[2025-02-27 13:28:58,635 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2627 +[2025-02-27 13:28:58,678 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2685 +[2025-02-27 13:28:58,724 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1354 +[2025-02-27 13:28:58,762 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9332 +[2025-02-27 13:28:58,810 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7216 +[2025-02-27 13:28:58,860 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7494 +[2025-02-27 13:28:58,912 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5342 +[2025-02-27 13:28:58,962 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2097 +[2025-02-27 13:28:58,997 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5324 +[2025-02-27 13:28:59,037 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2967 +[2025-02-27 13:28:59,090 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4786 +[2025-02-27 13:28:59,145 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5530 +[2025-02-27 13:28:59,184 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5170 +[2025-02-27 13:28:59,240 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2485 +[2025-02-27 13:28:59,289 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9845 +[2025-02-27 13:28:59,335 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4433 +[2025-02-27 13:28:59,378 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9431 +[2025-02-27 13:28:59,420 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4648 +[2025-02-27 13:28:59,451 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2446 +[2025-02-27 13:28:59,513 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.1798 +[2025-02-27 13:28:59,556 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4872 +[2025-02-27 13:28:59,608 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0007 +[2025-02-27 13:28:59,645 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2141 +[2025-02-27 13:28:59,686 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2064 +[2025-02-27 13:28:59,742 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5506 +[2025-02-27 13:28:59,776 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5119 +[2025-02-27 13:28:59,828 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6621 +[2025-02-27 13:28:59,866 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1175 +[2025-02-27 13:28:59,898 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5317 +[2025-02-27 13:28:59,934 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1175 +[2025-02-27 13:28:59,964 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0264 +[2025-02-27 13:28:59,994 INFO hook.py line 289 3679208] Test: [51/78] Loss 2.0517 +[2025-02-27 13:29:00,029 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0459 +[2025-02-27 13:29:00,055 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5833 +[2025-02-27 13:29:00,088 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.6306 +[2025-02-27 13:29:00,125 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0683 +[2025-02-27 13:29:00,168 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2353 +[2025-02-27 13:29:00,200 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6873 +[2025-02-27 13:29:00,226 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7518 +[2025-02-27 13:29:00,264 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7845 +[2025-02-27 13:29:00,298 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7384 +[2025-02-27 13:29:00,323 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6455 +[2025-02-27 13:29:00,356 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6510 +[2025-02-27 13:29:00,398 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1881 +[2025-02-27 13:29:00,455 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6079 +[2025-02-27 13:29:00,483 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.5811 +[2025-02-27 13:29:00,521 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6508 +[2025-02-27 13:29:00,560 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6812 +[2025-02-27 13:29:00,592 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9755 +[2025-02-27 13:29:00,621 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3152 +[2025-02-27 13:29:00,676 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0310 +[2025-02-27 13:29:00,719 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0274 +[2025-02-27 13:29:00,768 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4840 +[2025-02-27 13:29:00,817 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3722 +[2025-02-27 13:29:00,857 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.3995 +[2025-02-27 13:29:00,905 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7547 +[2025-02-27 13:29:00,934 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7566 +[2025-02-27 13:29:00,988 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4171 +[2025-02-27 13:29:01,016 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.9710 +[2025-02-27 13:29:02,689 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:29:02,690 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:29:02,690 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] wall : 0.8155 0.9330 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] floor : 0.9532 0.9868 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] cabinet : 0.5486 0.7574 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] bed : 0.7055 0.7296 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] chair : 0.8574 0.9391 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] sofa : 0.8243 0.8552 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] table : 0.6361 0.6710 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] door : 0.5837 0.7720 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] window : 0.5174 0.6490 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] bookshelf : 0.7382 0.8781 +[2025-02-27 13:29:02,690 INFO hook.py line 232 3679208] picture : 0.2941 0.3671 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] counter : 0.5080 0.6299 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] desk : 0.5628 0.7623 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] curtain : 0.4993 0.5145 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] refridgerator : 0.5740 0.6318 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] shower curtain : 0.5910 0.6811 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] toilet : 0.8265 0.8839 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] sink : 0.5803 0.7472 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] bathtub : 0.7839 0.8838 +[2025-02-27 13:29:02,691 INFO hook.py line 232 3679208] otherfurniture : 0.4617 0.5611 +[2025-02-27 13:29:02,691 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:29:02,691 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6431/0.7417/0.8709. +[2025-02-27 13:29:02,692 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:29:02,704 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:29:02,704 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:29:28,622 INFO hook.py line 109 3679208] Train: [55/100][50/300] Data 0.012 (0.008) Batch 0.333 (0.375) Remain 01:25:53 loss: 0.5872 Lr: 2.83670e-03 +[2025-02-27 13:29:46,501 INFO hook.py line 109 3679208] Train: [55/100][100/300] Data 0.012 (0.008) Batch 0.309 (0.366) Remain 01:23:32 loss: 0.4292 Lr: 2.82020e-03 +[2025-02-27 13:30:04,214 INFO hook.py line 109 3679208] Train: [55/100][150/300] Data 0.005 (0.008) Batch 0.336 (0.362) Remain 01:22:20 loss: 0.2365 Lr: 2.80370e-03 +[2025-02-27 13:30:22,354 INFO hook.py line 109 3679208] Train: [55/100][200/300] Data 0.007 (0.008) Batch 0.394 (0.362) Remain 01:22:05 loss: 0.6683 Lr: 2.78720e-03 +[2025-02-27 13:30:40,451 INFO hook.py line 109 3679208] Train: [55/100][250/300] Data 0.007 (0.008) Batch 0.298 (0.362) Remain 01:21:46 loss: 0.5000 Lr: 2.77072e-03 +[2025-02-27 13:30:53,035 INFO hook.py line 109 3679208] Train: [55/100][300/300] Data 0.001 (0.007) Batch 0.186 (0.344) Remain 01:17:17 loss: 0.4931 Lr: 2.75423e-03 +[2025-02-27 13:30:53,035 INFO misc.py line 135 3679208] Train result: loss: 0.4858 +[2025-02-27 13:30:53,110 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:31:11,562 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1859 +[2025-02-27 13:31:11,610 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4570 +[2025-02-27 13:31:11,668 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4267 +[2025-02-27 13:31:12,024 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5768 +[2025-02-27 13:31:12,057 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.7213 +[2025-02-27 13:31:12,114 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7944 +[2025-02-27 13:31:12,166 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4674 +[2025-02-27 13:31:12,581 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.5920 +[2025-02-27 13:31:12,620 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9187 +[2025-02-27 13:31:12,658 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7168 +[2025-02-27 13:31:12,704 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6204 +[2025-02-27 13:31:12,738 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.6929 +[2025-02-27 13:31:12,790 INFO hook.py line 289 3679208] Test: [13/78] Loss 2.0347 +[2025-02-27 13:31:12,833 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9700 +[2025-02-27 13:31:12,875 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2815 +[2025-02-27 13:31:12,918 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3141 +[2025-02-27 13:31:12,955 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7182 +[2025-02-27 13:31:13,000 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.5966 +[2025-02-27 13:31:13,044 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9731 +[2025-02-27 13:31:13,083 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9298 +[2025-02-27 13:31:13,123 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2845 +[2025-02-27 13:31:13,164 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1879 +[2025-02-27 13:31:13,208 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9343 +[2025-02-27 13:31:13,261 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7818 +[2025-02-27 13:31:13,304 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0738 +[2025-02-27 13:31:13,345 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7252 +[2025-02-27 13:31:13,409 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3456 +[2025-02-27 13:31:13,441 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3645 +[2025-02-27 13:31:13,478 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2769 +[2025-02-27 13:31:13,532 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6348 +[2025-02-27 13:31:13,591 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4089 +[2025-02-27 13:31:13,627 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5615 +[2025-02-27 13:31:13,676 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1823 +[2025-02-27 13:31:13,714 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9490 +[2025-02-27 13:31:13,749 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.6723 +[2025-02-27 13:31:13,791 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9788 +[2025-02-27 13:31:13,825 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5211 +[2025-02-27 13:31:13,855 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2603 +[2025-02-27 13:31:13,915 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2951 +[2025-02-27 13:31:13,958 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4757 +[2025-02-27 13:31:13,998 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9622 +[2025-02-27 13:31:14,025 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1744 +[2025-02-27 13:31:14,067 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2443 +[2025-02-27 13:31:14,121 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6518 +[2025-02-27 13:31:14,153 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5120 +[2025-02-27 13:31:14,198 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5980 +[2025-02-27 13:31:14,234 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4873 +[2025-02-27 13:31:14,264 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7682 +[2025-02-27 13:31:14,297 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9698 +[2025-02-27 13:31:14,327 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9753 +[2025-02-27 13:31:14,355 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.6175 +[2025-02-27 13:31:14,385 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9241 +[2025-02-27 13:31:14,409 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.7100 +[2025-02-27 13:31:14,441 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8647 +[2025-02-27 13:31:14,476 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0486 +[2025-02-27 13:31:14,517 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2112 +[2025-02-27 13:31:14,547 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6970 +[2025-02-27 13:31:14,585 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.9052 +[2025-02-27 13:31:14,624 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7936 +[2025-02-27 13:31:14,660 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5756 +[2025-02-27 13:31:14,688 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5327 +[2025-02-27 13:31:14,720 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5837 +[2025-02-27 13:31:14,761 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.7560 +[2025-02-27 13:31:14,817 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4281 +[2025-02-27 13:31:14,850 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0002 +[2025-02-27 13:31:14,888 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.8348 +[2025-02-27 13:31:14,928 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5177 +[2025-02-27 13:31:14,960 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9468 +[2025-02-27 13:31:14,993 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3025 +[2025-02-27 13:31:15,047 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9602 +[2025-02-27 13:31:15,087 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0350 +[2025-02-27 13:31:15,135 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5891 +[2025-02-27 13:31:15,183 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3640 +[2025-02-27 13:31:15,222 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.5360 +[2025-02-27 13:31:15,271 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6385 +[2025-02-27 13:31:15,304 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6793 +[2025-02-27 13:31:15,358 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.6107 +[2025-02-27 13:31:15,388 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.3006 +[2025-02-27 13:31:16,684 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:31:16,685 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:31:16,685 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] wall : 0.8142 0.9262 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] floor : 0.9586 0.9808 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] cabinet : 0.5587 0.7044 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] bed : 0.7626 0.8717 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] chair : 0.8750 0.9445 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] sofa : 0.8223 0.8747 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] table : 0.6473 0.6879 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] door : 0.5841 0.7403 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] window : 0.5014 0.5949 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] bookshelf : 0.6142 0.9329 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] picture : 0.3160 0.4365 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] counter : 0.5622 0.6495 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] desk : 0.5562 0.8258 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] curtain : 0.6015 0.6768 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] refridgerator : 0.4484 0.4581 +[2025-02-27 13:31:16,685 INFO hook.py line 232 3679208] shower curtain : 0.4812 0.5215 +[2025-02-27 13:31:16,686 INFO hook.py line 232 3679208] toilet : 0.8791 0.9681 +[2025-02-27 13:31:16,686 INFO hook.py line 232 3679208] sink : 0.5980 0.7130 +[2025-02-27 13:31:16,686 INFO hook.py line 232 3679208] bathtub : 0.8440 0.8660 +[2025-02-27 13:31:16,686 INFO hook.py line 232 3679208] otherfurniture : 0.4563 0.5474 +[2025-02-27 13:31:16,686 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:31:16,686 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6441/0.7461/0.8711. +[2025-02-27 13:31:16,686 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:31:16,691 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:31:16,691 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:31:39,900 INFO hook.py line 109 3679208] Train: [56/100][50/300] Data 0.005 (0.006) Batch 0.308 (0.340) Remain 01:16:15 loss: 0.6954 Lr: 2.73776e-03 +[2025-02-27 13:31:54,527 INFO hook.py line 109 3679208] Train: [56/100][100/300] Data 0.002 (0.005) Batch 0.274 (0.316) Remain 01:10:29 loss: 0.4124 Lr: 2.72130e-03 +[2025-02-27 13:32:08,023 INFO hook.py line 109 3679208] Train: [56/100][150/300] Data 0.002 (0.005) Batch 0.261 (0.300) Remain 01:06:46 loss: 0.3572 Lr: 2.70484e-03 +[2025-02-27 13:32:23,573 INFO hook.py line 109 3679208] Train: [56/100][200/300] Data 0.004 (0.005) Batch 0.617 (0.303) Remain 01:07:07 loss: 0.7521 Lr: 2.68839e-03 +[2025-02-27 13:32:41,231 INFO hook.py line 109 3679208] Train: [56/100][250/300] Data 0.005 (0.005) Batch 0.337 (0.313) Remain 01:09:07 loss: 0.6218 Lr: 2.67195e-03 +[2025-02-27 13:32:54,906 INFO hook.py line 109 3679208] Train: [56/100][300/300] Data 0.003 (0.005) Batch 0.222 (0.306) Remain 01:07:24 loss: 0.2699 Lr: 2.65552e-03 +[2025-02-27 13:32:54,907 INFO misc.py line 135 3679208] Train result: loss: 0.4883 +[2025-02-27 13:32:54,983 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:33:15,553 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1462 +[2025-02-27 13:33:15,927 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6000 +[2025-02-27 13:33:15,975 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.7115 +[2025-02-27 13:33:16,021 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5119 +[2025-02-27 13:33:16,057 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2286 +[2025-02-27 13:33:16,117 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.9499 +[2025-02-27 13:33:16,170 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4117 +[2025-02-27 13:33:16,208 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3200 +[2025-02-27 13:33:16,265 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0879 +[2025-02-27 13:33:16,316 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5571 +[2025-02-27 13:33:16,361 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5188 +[2025-02-27 13:33:16,401 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0056 +[2025-02-27 13:33:16,475 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4171 +[2025-02-27 13:33:16,511 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3013 +[2025-02-27 13:33:16,562 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4728 +[2025-02-27 13:33:16,754 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2916 +[2025-02-27 13:33:16,794 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7350 +[2025-02-27 13:33:16,831 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7838 +[2025-02-27 13:33:16,883 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8311 +[2025-02-27 13:33:16,921 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1341 +[2025-02-27 13:33:16,966 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3488 +[2025-02-27 13:33:17,015 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3422 +[2025-02-27 13:33:17,054 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.1882 +[2025-02-27 13:33:17,106 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7540 +[2025-02-27 13:33:17,154 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8443 +[2025-02-27 13:33:17,197 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5706 +[2025-02-27 13:33:17,247 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2910 +[2025-02-27 13:33:17,287 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3865 +[2025-02-27 13:33:17,327 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2575 +[2025-02-27 13:33:17,393 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6346 +[2025-02-27 13:33:17,453 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5924 +[2025-02-27 13:33:17,499 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6343 +[2025-02-27 13:33:17,567 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1843 +[2025-02-27 13:33:17,604 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9463 +[2025-02-27 13:33:17,650 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4633 +[2025-02-27 13:33:17,704 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.7536 +[2025-02-27 13:33:17,743 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6186 +[2025-02-27 13:33:17,771 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2435 +[2025-02-27 13:33:17,833 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5204 +[2025-02-27 13:33:17,893 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5806 +[2025-02-27 13:33:17,941 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1437 +[2025-02-27 13:33:17,986 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1316 +[2025-02-27 13:33:18,028 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1631 +[2025-02-27 13:33:18,083 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5261 +[2025-02-27 13:33:18,119 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5919 +[2025-02-27 13:33:18,170 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5580 +[2025-02-27 13:33:18,207 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6856 +[2025-02-27 13:33:18,239 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.7065 +[2025-02-27 13:33:18,273 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0964 +[2025-02-27 13:33:18,304 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1073 +[2025-02-27 13:33:18,331 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.5284 +[2025-02-27 13:33:18,364 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1238 +[2025-02-27 13:33:18,392 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2101 +[2025-02-27 13:33:18,427 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.8211 +[2025-02-27 13:33:18,463 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0485 +[2025-02-27 13:33:18,502 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1787 +[2025-02-27 13:33:18,548 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5931 +[2025-02-27 13:33:18,574 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6066 +[2025-02-27 13:33:18,618 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9725 +[2025-02-27 13:33:18,653 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6170 +[2025-02-27 13:33:18,680 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6057 +[2025-02-27 13:33:18,724 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.3879 +[2025-02-27 13:33:18,760 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1251 +[2025-02-27 13:33:18,815 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.1374 +[2025-02-27 13:33:18,852 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.3127 +[2025-02-27 13:33:18,891 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4374 +[2025-02-27 13:33:18,930 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3425 +[2025-02-27 13:33:18,968 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0598 +[2025-02-27 13:33:19,008 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3584 +[2025-02-27 13:33:19,062 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7177 +[2025-02-27 13:33:19,103 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9534 +[2025-02-27 13:33:19,161 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4295 +[2025-02-27 13:33:19,210 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4084 +[2025-02-27 13:33:19,250 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.5476 +[2025-02-27 13:33:19,299 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5652 +[2025-02-27 13:33:19,330 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7788 +[2025-02-27 13:33:19,384 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4413 +[2025-02-27 13:33:19,411 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6783 +[2025-02-27 13:33:20,899 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:33:20,900 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:33:20,900 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] wall : 0.8186 0.9288 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] floor : 0.9576 0.9865 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] cabinet : 0.5648 0.7408 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] bed : 0.7734 0.8707 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] chair : 0.8837 0.9219 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] sofa : 0.8318 0.9328 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] table : 0.6818 0.7580 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] door : 0.5786 0.6827 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] window : 0.5170 0.6343 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] bookshelf : 0.7610 0.8788 +[2025-02-27 13:33:20,900 INFO hook.py line 232 3679208] picture : 0.3060 0.3727 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] counter : 0.5425 0.8036 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] desk : 0.5835 0.7565 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] curtain : 0.6371 0.6806 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] refridgerator : 0.5127 0.7602 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] shower curtain : 0.6549 0.7154 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] toilet : 0.8819 0.9679 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] sink : 0.5533 0.7970 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] bathtub : 0.7319 0.9429 +[2025-02-27 13:33:20,901 INFO hook.py line 232 3679208] otherfurniture : 0.4997 0.6080 +[2025-02-27 13:33:20,901 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:33:20,901 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6636/0.7870/0.8795. +[2025-02-27 13:33:20,902 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:33:20,910 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6708 +[2025-02-27 13:33:20,910 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:33:46,591 INFO hook.py line 109 3679208] Train: [57/100][50/300] Data 0.003 (0.007) Batch 0.241 (0.366) Remain 01:20:10 loss: 0.2557 Lr: 2.63910e-03 +[2025-02-27 13:34:03,923 INFO hook.py line 109 3679208] Train: [57/100][100/300] Data 0.008 (0.007) Batch 0.334 (0.356) Remain 01:17:42 loss: 0.3537 Lr: 2.62270e-03 +[2025-02-27 13:34:21,589 INFO hook.py line 109 3679208] Train: [57/100][150/300] Data 0.011 (0.007) Batch 0.382 (0.355) Remain 01:17:12 loss: 0.5781 Lr: 2.60630e-03 +[2025-02-27 13:34:39,545 INFO hook.py line 109 3679208] Train: [57/100][200/300] Data 0.014 (0.007) Batch 0.491 (0.356) Remain 01:17:08 loss: 0.6660 Lr: 2.58992e-03 +[2025-02-27 13:34:57,480 INFO hook.py line 109 3679208] Train: [57/100][250/300] Data 0.003 (0.007) Batch 0.349 (0.357) Remain 01:16:58 loss: 0.5026 Lr: 2.57355e-03 +[2025-02-27 13:35:11,486 INFO hook.py line 109 3679208] Train: [57/100][300/300] Data 0.002 (0.007) Batch 0.212 (0.344) Remain 01:13:54 loss: 0.5427 Lr: 2.55719e-03 +[2025-02-27 13:35:11,488 INFO misc.py line 135 3679208] Train result: loss: 0.4800 +[2025-02-27 13:35:11,567 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:35:31,554 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1548 +[2025-02-27 13:35:31,611 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4744 +[2025-02-27 13:35:31,663 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4884 +[2025-02-27 13:35:31,714 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5221 +[2025-02-27 13:35:32,120 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3356 +[2025-02-27 13:35:32,174 INFO hook.py line 289 3679208] Test: [6/78] Loss 2.1687 +[2025-02-27 13:35:32,248 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4359 +[2025-02-27 13:35:32,312 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4761 +[2025-02-27 13:35:32,775 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0633 +[2025-02-27 13:35:32,808 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9398 +[2025-02-27 13:35:32,853 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6111 +[2025-02-27 13:35:32,884 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0149 +[2025-02-27 13:35:32,935 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6744 +[2025-02-27 13:35:32,977 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0277 +[2025-02-27 13:35:33,012 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0996 +[2025-02-27 13:35:33,068 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1904 +[2025-02-27 13:35:33,108 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.8068 +[2025-02-27 13:35:33,153 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6119 +[2025-02-27 13:35:33,230 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.7051 +[2025-02-27 13:35:33,286 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2523 +[2025-02-27 13:35:33,345 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3091 +[2025-02-27 13:35:33,390 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1584 +[2025-02-27 13:35:33,429 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7786 +[2025-02-27 13:35:33,481 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9388 +[2025-02-27 13:35:33,529 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0486 +[2025-02-27 13:35:33,580 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.7682 +[2025-02-27 13:35:33,630 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.6718 +[2025-02-27 13:35:33,675 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6536 +[2025-02-27 13:35:33,714 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3424 +[2025-02-27 13:35:33,777 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6699 +[2025-02-27 13:35:33,834 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4656 +[2025-02-27 13:35:33,873 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.8244 +[2025-02-27 13:35:33,931 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2254 +[2025-02-27 13:35:33,969 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9945 +[2025-02-27 13:35:34,009 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5899 +[2025-02-27 13:35:34,062 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.1331 +[2025-02-27 13:35:34,119 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7687 +[2025-02-27 13:35:34,166 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2451 +[2025-02-27 13:35:34,225 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3422 +[2025-02-27 13:35:34,280 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7521 +[2025-02-27 13:35:34,326 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8604 +[2025-02-27 13:35:34,365 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1532 +[2025-02-27 13:35:34,408 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1621 +[2025-02-27 13:35:34,466 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6233 +[2025-02-27 13:35:34,516 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4653 +[2025-02-27 13:35:34,579 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7194 +[2025-02-27 13:35:34,622 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.3302 +[2025-02-27 13:35:34,660 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4943 +[2025-02-27 13:35:34,694 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8260 +[2025-02-27 13:35:34,726 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1553 +[2025-02-27 13:35:34,762 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7606 +[2025-02-27 13:35:34,799 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8651 +[2025-02-27 13:35:34,839 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5091 +[2025-02-27 13:35:34,877 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.0367 +[2025-02-27 13:35:34,916 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.1149 +[2025-02-27 13:35:34,967 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2392 +[2025-02-27 13:35:35,002 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5390 +[2025-02-27 13:35:35,036 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5787 +[2025-02-27 13:35:35,078 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9412 +[2025-02-27 13:35:35,111 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7548 +[2025-02-27 13:35:35,138 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5237 +[2025-02-27 13:35:35,172 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4587 +[2025-02-27 13:35:35,211 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2162 +[2025-02-27 13:35:35,264 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2027 +[2025-02-27 13:35:35,293 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8860 +[2025-02-27 13:35:35,335 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4199 +[2025-02-27 13:35:35,373 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4257 +[2025-02-27 13:35:35,405 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2233 +[2025-02-27 13:35:35,435 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.5659 +[2025-02-27 13:35:35,491 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.4102 +[2025-02-27 13:35:35,532 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9450 +[2025-02-27 13:35:35,582 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4270 +[2025-02-27 13:35:35,629 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3197 +[2025-02-27 13:35:35,669 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8950 +[2025-02-27 13:35:35,717 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7630 +[2025-02-27 13:35:35,746 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9278 +[2025-02-27 13:35:35,800 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5718 +[2025-02-27 13:35:35,829 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.0206 +[2025-02-27 13:35:37,414 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:35:37,415 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:35:37,416 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] wall : 0.8179 0.9406 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] floor : 0.9497 0.9751 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] cabinet : 0.6024 0.7717 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] bed : 0.7733 0.8555 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] chair : 0.8801 0.9071 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] sofa : 0.7956 0.8872 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] table : 0.6305 0.7770 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] door : 0.6320 0.7776 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] window : 0.5825 0.6766 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] bookshelf : 0.6688 0.8909 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] picture : 0.3267 0.3935 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] counter : 0.5143 0.5721 +[2025-02-27 13:35:37,416 INFO hook.py line 232 3679208] desk : 0.5647 0.7258 +[2025-02-27 13:35:37,417 INFO hook.py line 232 3679208] curtain : 0.7136 0.7853 +[2025-02-27 13:35:37,417 INFO hook.py line 232 3679208] refridgerator : 0.4722 0.4863 +[2025-02-27 13:35:37,417 INFO hook.py line 232 3679208] shower curtain : 0.6762 0.7810 +[2025-02-27 13:35:37,417 INFO hook.py line 232 3679208] toilet : 0.8773 0.9131 +[2025-02-27 13:35:37,417 INFO hook.py line 232 3679208] sink : 0.6085 0.6564 +[2025-02-27 13:35:37,417 INFO hook.py line 232 3679208] bathtub : 0.8568 0.9087 +[2025-02-27 13:35:37,417 INFO hook.py line 232 3679208] otherfurniture : 0.4943 0.5408 +[2025-02-27 13:35:37,417 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:35:37,417 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6719/0.7611/0.8800. +[2025-02-27 13:35:37,418 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:35:37,426 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6719 +[2025-02-27 13:35:37,426 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6719 +[2025-02-27 13:35:37,426 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:36:00,110 INFO hook.py line 109 3679208] Train: [58/100][50/300] Data 0.003 (0.005) Batch 0.281 (0.306) Remain 01:05:26 loss: 0.5600 Lr: 2.54084e-03 +[2025-02-27 13:36:16,310 INFO hook.py line 109 3679208] Train: [58/100][100/300] Data 0.010 (0.005) Batch 0.349 (0.315) Remain 01:07:12 loss: 0.2911 Lr: 2.52451e-03 +[2025-02-27 13:36:32,012 INFO hook.py line 109 3679208] Train: [58/100][150/300] Data 0.006 (0.005) Batch 0.307 (0.315) Remain 01:06:52 loss: 0.1732 Lr: 2.50820e-03 +[2025-02-27 13:36:48,116 INFO hook.py line 109 3679208] Train: [58/100][200/300] Data 0.013 (0.005) Batch 0.281 (0.317) Remain 01:07:00 loss: 0.4062 Lr: 2.49189e-03 +[2025-02-27 13:37:03,793 INFO hook.py line 109 3679208] Train: [58/100][250/300] Data 0.007 (0.005) Batch 0.344 (0.316) Remain 01:06:37 loss: 0.4284 Lr: 2.47561e-03 +[2025-02-27 13:37:15,650 INFO hook.py line 109 3679208] Train: [58/100][300/300] Data 0.001 (0.005) Batch 0.187 (0.303) Remain 01:03:34 loss: 0.3159 Lr: 2.45934e-03 +[2025-02-27 13:37:15,650 INFO misc.py line 135 3679208] Train result: loss: 0.4643 +[2025-02-27 13:37:15,732 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:37:31,804 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1280 +[2025-02-27 13:37:31,914 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4715 +[2025-02-27 13:37:31,948 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5132 +[2025-02-27 13:37:32,002 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4845 +[2025-02-27 13:37:32,047 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5735 +[2025-02-27 13:37:32,185 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6804 +[2025-02-27 13:37:32,236 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5295 +[2025-02-27 13:37:32,270 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.4480 +[2025-02-27 13:37:32,317 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0708 +[2025-02-27 13:37:32,354 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7355 +[2025-02-27 13:37:32,408 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5682 +[2025-02-27 13:37:32,453 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9720 +[2025-02-27 13:37:32,532 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4366 +[2025-02-27 13:37:32,573 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9689 +[2025-02-27 13:37:32,607 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.8612 +[2025-02-27 13:37:32,655 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1085 +[2025-02-27 13:37:32,701 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5325 +[2025-02-27 13:37:32,738 INFO hook.py line 289 3679208] Test: [18/78] Loss 1.0822 +[2025-02-27 13:37:32,789 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.7739 +[2025-02-27 13:37:32,833 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0333 +[2025-02-27 13:37:32,869 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2911 +[2025-02-27 13:37:32,916 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2930 +[2025-02-27 13:37:32,966 INFO hook.py line 289 3679208] Test: [23/78] Loss 1.0296 +[2025-02-27 13:37:33,017 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.6388 +[2025-02-27 13:37:33,059 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7572 +[2025-02-27 13:37:33,117 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4927 +[2025-02-27 13:37:33,175 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2923 +[2025-02-27 13:37:33,217 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6428 +[2025-02-27 13:37:33,256 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3078 +[2025-02-27 13:37:33,308 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7813 +[2025-02-27 13:37:33,374 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.6399 +[2025-02-27 13:37:33,412 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6413 +[2025-02-27 13:37:33,472 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2186 +[2025-02-27 13:37:33,522 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0971 +[2025-02-27 13:37:33,561 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3278 +[2025-02-27 13:37:33,598 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8789 +[2025-02-27 13:37:33,642 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.8560 +[2025-02-27 13:37:33,687 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2087 +[2025-02-27 13:37:33,746 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7167 +[2025-02-27 13:37:33,792 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5237 +[2025-02-27 13:37:33,844 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0505 +[2025-02-27 13:37:33,889 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1040 +[2025-02-27 13:37:33,936 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1515 +[2025-02-27 13:37:33,996 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4766 +[2025-02-27 13:37:34,031 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5631 +[2025-02-27 13:37:34,087 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5191 +[2025-02-27 13:37:34,138 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8378 +[2025-02-27 13:37:34,173 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5673 +[2025-02-27 13:37:34,214 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.7430 +[2025-02-27 13:37:34,247 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.2275 +[2025-02-27 13:37:34,279 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.4574 +[2025-02-27 13:37:34,317 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9064 +[2025-02-27 13:37:34,345 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3088 +[2025-02-27 13:37:34,380 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.9382 +[2025-02-27 13:37:34,418 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0614 +[2025-02-27 13:37:34,457 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1604 +[2025-02-27 13:37:34,491 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5528 +[2025-02-27 13:37:34,518 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7144 +[2025-02-27 13:37:34,558 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7045 +[2025-02-27 13:37:34,592 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7162 +[2025-02-27 13:37:34,618 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6849 +[2025-02-27 13:37:34,652 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.3798 +[2025-02-27 13:37:34,691 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9729 +[2025-02-27 13:37:34,749 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2577 +[2025-02-27 13:37:34,777 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8906 +[2025-02-27 13:37:34,817 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4717 +[2025-02-27 13:37:34,857 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3707 +[2025-02-27 13:37:34,891 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9729 +[2025-02-27 13:37:34,922 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3078 +[2025-02-27 13:37:34,978 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8430 +[2025-02-27 13:37:35,022 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9382 +[2025-02-27 13:37:35,073 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2588 +[2025-02-27 13:37:35,122 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4182 +[2025-02-27 13:37:35,164 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8166 +[2025-02-27 13:37:35,212 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6407 +[2025-02-27 13:37:35,241 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6362 +[2025-02-27 13:37:35,297 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2734 +[2025-02-27 13:37:35,325 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7321 +[2025-02-27 13:37:36,991 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:37:36,991 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:37:36,991 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:37:36,991 INFO hook.py line 232 3679208] wall : 0.8099 0.9598 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] floor : 0.9569 0.9795 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] cabinet : 0.5917 0.7811 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] bed : 0.7777 0.8127 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] chair : 0.8841 0.9334 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] sofa : 0.7855 0.9004 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] table : 0.6794 0.7666 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] door : 0.5671 0.6206 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] window : 0.5039 0.6100 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] bookshelf : 0.7674 0.8221 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] picture : 0.3012 0.3649 +[2025-02-27 13:37:36,992 INFO hook.py line 232 3679208] counter : 0.5532 0.7227 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] desk : 0.6030 0.8120 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] curtain : 0.5164 0.5435 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] refridgerator : 0.6252 0.6953 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] shower curtain : 0.6256 0.7412 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] toilet : 0.8873 0.9382 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] sink : 0.6039 0.7422 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] bathtub : 0.7998 0.9229 +[2025-02-27 13:37:36,993 INFO hook.py line 232 3679208] otherfurniture : 0.4900 0.5648 +[2025-02-27 13:37:36,993 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:37:36,993 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6665/0.7617/0.8782. +[2025-02-27 13:37:36,994 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:37:37,002 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6719 +[2025-02-27 13:37:37,003 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:38:02,572 INFO hook.py line 109 3679208] Train: [59/100][50/300] Data 0.003 (0.007) Batch 0.338 (0.363) Remain 01:15:59 loss: 0.4964 Lr: 2.44309e-03 +[2025-02-27 13:38:20,545 INFO hook.py line 109 3679208] Train: [59/100][100/300] Data 0.004 (0.007) Batch 0.421 (0.361) Remain 01:15:15 loss: 0.3246 Lr: 2.42685e-03 +[2025-02-27 13:38:38,642 INFO hook.py line 109 3679208] Train: [59/100][150/300] Data 0.005 (0.007) Batch 0.330 (0.362) Remain 01:15:01 loss: 0.3193 Lr: 2.41063e-03 +[2025-02-27 13:38:56,558 INFO hook.py line 109 3679208] Train: [59/100][200/300] Data 0.004 (0.007) Batch 0.341 (0.361) Remain 01:14:32 loss: 0.5892 Lr: 2.39443e-03 +[2025-02-27 13:39:14,274 INFO hook.py line 109 3679208] Train: [59/100][250/300] Data 0.005 (0.008) Batch 0.309 (0.359) Remain 01:13:58 loss: 0.5146 Lr: 2.37824e-03 +[2025-02-27 13:39:28,101 INFO hook.py line 109 3679208] Train: [59/100][300/300] Data 0.002 (0.007) Batch 0.216 (0.345) Remain 01:10:49 loss: 0.7147 Lr: 2.36208e-03 +[2025-02-27 13:39:28,102 INFO misc.py line 135 3679208] Train result: loss: 0.4588 +[2025-02-27 13:39:28,180 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:39:48,561 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1528 +[2025-02-27 13:39:49,402 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7357 +[2025-02-27 13:39:49,447 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3407 +[2025-02-27 13:39:49,498 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4941 +[2025-02-27 13:39:49,531 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.5632 +[2025-02-27 13:39:49,590 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.3675 +[2025-02-27 13:39:49,646 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4015 +[2025-02-27 13:39:49,689 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2821 +[2025-02-27 13:39:49,743 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2392 +[2025-02-27 13:39:49,788 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9690 +[2025-02-27 13:39:49,837 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4761 +[2025-02-27 13:39:49,882 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8757 +[2025-02-27 13:39:49,927 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6574 +[2025-02-27 13:39:49,976 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7692 +[2025-02-27 13:39:50,014 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3985 +[2025-02-27 13:39:50,067 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.4958 +[2025-02-27 13:39:50,109 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6955 +[2025-02-27 13:39:50,142 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7811 +[2025-02-27 13:39:50,186 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.5572 +[2025-02-27 13:39:50,218 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.0097 +[2025-02-27 13:39:50,253 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.4503 +[2025-02-27 13:39:50,295 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3222 +[2025-02-27 13:39:50,331 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7885 +[2025-02-27 13:39:50,384 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8060 +[2025-02-27 13:39:50,428 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9513 +[2025-02-27 13:39:50,476 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4619 +[2025-02-27 13:39:50,532 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3163 +[2025-02-27 13:39:50,576 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6589 +[2025-02-27 13:39:50,612 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3310 +[2025-02-27 13:39:50,664 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5126 +[2025-02-27 13:39:50,722 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5920 +[2025-02-27 13:39:50,758 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5098 +[2025-02-27 13:39:50,812 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1406 +[2025-02-27 13:39:50,852 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9498 +[2025-02-27 13:39:50,897 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3069 +[2025-02-27 13:39:50,950 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9916 +[2025-02-27 13:39:51,000 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4677 +[2025-02-27 13:39:51,056 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3323 +[2025-02-27 13:39:51,118 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4531 +[2025-02-27 13:39:51,193 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5819 +[2025-02-27 13:39:51,241 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9644 +[2025-02-27 13:39:51,279 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1286 +[2025-02-27 13:39:51,319 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1684 +[2025-02-27 13:39:51,380 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4567 +[2025-02-27 13:39:51,428 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4616 +[2025-02-27 13:39:51,482 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6671 +[2025-02-27 13:39:51,526 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.3064 +[2025-02-27 13:39:51,578 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5300 +[2025-02-27 13:39:51,617 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1980 +[2025-02-27 13:39:51,660 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9063 +[2025-02-27 13:39:51,703 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9298 +[2025-02-27 13:39:51,748 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8795 +[2025-02-27 13:39:51,774 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3075 +[2025-02-27 13:39:51,809 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.5658 +[2025-02-27 13:39:51,846 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0531 +[2025-02-27 13:39:51,884 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2129 +[2025-02-27 13:39:51,917 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5404 +[2025-02-27 13:39:51,949 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7511 +[2025-02-27 13:39:51,988 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9219 +[2025-02-27 13:39:52,020 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7697 +[2025-02-27 13:39:52,046 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6394 +[2025-02-27 13:39:52,081 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4680 +[2025-02-27 13:39:52,122 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.5046 +[2025-02-27 13:39:52,177 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0861 +[2025-02-27 13:39:52,204 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0950 +[2025-02-27 13:39:52,245 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.3745 +[2025-02-27 13:39:52,283 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5048 +[2025-02-27 13:39:52,318 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0711 +[2025-02-27 13:39:52,349 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3354 +[2025-02-27 13:39:52,404 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8119 +[2025-02-27 13:39:52,447 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0156 +[2025-02-27 13:39:52,497 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2795 +[2025-02-27 13:39:52,547 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2607 +[2025-02-27 13:39:52,588 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1707 +[2025-02-27 13:39:52,636 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7038 +[2025-02-27 13:39:52,664 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.5831 +[2025-02-27 13:39:52,719 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4091 +[2025-02-27 13:39:52,745 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5990 +[2025-02-27 13:39:54,348 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:39:54,349 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:39:54,349 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] wall : 0.8234 0.9403 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] floor : 0.9597 0.9832 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] cabinet : 0.5925 0.7277 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] bed : 0.7987 0.8662 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] chair : 0.8839 0.9321 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] sofa : 0.8226 0.9132 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] table : 0.6902 0.7697 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] door : 0.5796 0.6966 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] window : 0.5332 0.6539 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] bookshelf : 0.7512 0.8391 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] picture : 0.2644 0.3267 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] counter : 0.5619 0.7455 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] desk : 0.6006 0.7875 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] curtain : 0.6569 0.7432 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] refridgerator : 0.5662 0.5892 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] shower curtain : 0.5238 0.5791 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] toilet : 0.9040 0.9478 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] sink : 0.6511 0.7358 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] bathtub : 0.8616 0.9308 +[2025-02-27 13:39:54,349 INFO hook.py line 232 3679208] otherfurniture : 0.5300 0.6703 +[2025-02-27 13:39:54,349 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:39:54,349 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6778/0.7689/0.8842. +[2025-02-27 13:39:54,350 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:39:54,357 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6778 +[2025-02-27 13:39:54,357 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6778 +[2025-02-27 13:39:54,358 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:40:20,272 INFO hook.py line 109 3679208] Train: [60/100][50/300] Data 0.016 (0.010) Batch 0.345 (0.360) Remain 01:13:30 loss: 0.3916 Lr: 2.34594e-03 +[2025-02-27 13:40:38,553 INFO hook.py line 109 3679208] Train: [60/100][100/300] Data 0.006 (0.009) Batch 0.344 (0.363) Remain 01:13:46 loss: 0.6659 Lr: 2.32981e-03 +[2025-02-27 13:40:56,937 INFO hook.py line 109 3679208] Train: [60/100][150/300] Data 0.005 (0.008) Batch 0.331 (0.365) Remain 01:13:48 loss: 0.4218 Lr: 2.31371e-03 +[2025-02-27 13:41:12,604 INFO hook.py line 109 3679208] Train: [60/100][200/300] Data 0.003 (0.008) Batch 0.284 (0.352) Remain 01:10:53 loss: 0.5801 Lr: 2.29762e-03 +[2025-02-27 13:41:28,493 INFO hook.py line 109 3679208] Train: [60/100][250/300] Data 0.008 (0.007) Batch 0.284 (0.345) Remain 01:09:13 loss: 0.4412 Lr: 2.28156e-03 +[2025-02-27 13:41:40,775 INFO hook.py line 109 3679208] Train: [60/100][300/300] Data 0.002 (0.007) Batch 0.219 (0.328) Remain 01:05:36 loss: 0.4780 Lr: 2.26552e-03 +[2025-02-27 13:41:40,775 INFO misc.py line 135 3679208] Train result: loss: 0.4681 +[2025-02-27 13:41:40,884 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:41:58,053 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1463 +[2025-02-27 13:41:58,102 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4881 +[2025-02-27 13:41:58,143 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5590 +[2025-02-27 13:41:58,188 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5148 +[2025-02-27 13:41:58,219 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4050 +[2025-02-27 13:41:58,269 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7378 +[2025-02-27 13:41:58,315 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5448 +[2025-02-27 13:41:58,342 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3364 +[2025-02-27 13:41:58,385 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.3107 +[2025-02-27 13:41:58,419 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6439 +[2025-02-27 13:41:58,460 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4916 +[2025-02-27 13:41:58,492 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9022 +[2025-02-27 13:41:58,536 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.5744 +[2025-02-27 13:41:58,573 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8884 +[2025-02-27 13:41:58,609 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3832 +[2025-02-27 13:41:58,650 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1168 +[2025-02-27 13:41:58,695 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7253 +[2025-02-27 13:41:58,736 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.5663 +[2025-02-27 13:41:58,775 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0539 +[2025-02-27 13:41:58,809 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1775 +[2025-02-27 13:41:58,841 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2943 +[2025-02-27 13:41:58,877 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3617 +[2025-02-27 13:41:58,903 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8617 +[2025-02-27 13:41:58,945 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0361 +[2025-02-27 13:41:58,982 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8105 +[2025-02-27 13:41:59,020 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6443 +[2025-02-27 13:41:59,067 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2196 +[2025-02-27 13:41:59,099 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4312 +[2025-02-27 13:41:59,126 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2734 +[2025-02-27 13:41:59,183 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4796 +[2025-02-27 13:41:59,237 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4296 +[2025-02-27 13:41:59,271 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6020 +[2025-02-27 13:41:59,323 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2188 +[2025-02-27 13:41:59,366 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0542 +[2025-02-27 13:41:59,401 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3804 +[2025-02-27 13:41:59,434 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0617 +[2025-02-27 13:41:59,469 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5454 +[2025-02-27 13:41:59,498 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3821 +[2025-02-27 13:41:59,555 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.0580 +[2025-02-27 13:41:59,596 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5710 +[2025-02-27 13:41:59,637 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.8041 +[2025-02-27 13:41:59,661 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1480 +[2025-02-27 13:41:59,694 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1688 +[2025-02-27 13:41:59,750 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6015 +[2025-02-27 13:41:59,780 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5531 +[2025-02-27 13:41:59,825 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5888 +[2025-02-27 13:41:59,859 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1605 +[2025-02-27 13:41:59,891 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5151 +[2025-02-27 13:41:59,920 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0100 +[2025-02-27 13:41:59,948 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.2109 +[2025-02-27 13:41:59,974 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6895 +[2025-02-27 13:42:00,005 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.3130 +[2025-02-27 13:42:00,029 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.1842 +[2025-02-27 13:42:00,059 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.9290 +[2025-02-27 13:42:00,092 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0589 +[2025-02-27 13:42:00,128 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2002 +[2025-02-27 13:42:00,156 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7373 +[2025-02-27 13:42:00,179 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5343 +[2025-02-27 13:42:00,213 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9524 +[2025-02-27 13:42:00,243 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5438 +[2025-02-27 13:42:00,265 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6579 +[2025-02-27 13:42:00,295 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4646 +[2025-02-27 13:42:00,327 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.3133 +[2025-02-27 13:42:00,378 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.7754 +[2025-02-27 13:42:00,403 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0811 +[2025-02-27 13:42:00,440 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4994 +[2025-02-27 13:42:00,474 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3061 +[2025-02-27 13:42:00,503 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.2030 +[2025-02-27 13:42:00,530 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3469 +[2025-02-27 13:42:00,581 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8608 +[2025-02-27 13:42:00,619 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8659 +[2025-02-27 13:42:00,667 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3488 +[2025-02-27 13:42:00,712 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3889 +[2025-02-27 13:42:00,749 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.6798 +[2025-02-27 13:42:00,794 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.8329 +[2025-02-27 13:42:00,819 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8077 +[2025-02-27 13:42:00,871 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2942 +[2025-02-27 13:42:00,894 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.8562 +[2025-02-27 13:42:02,129 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:42:02,129 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:42:02,129 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:42:02,129 INFO hook.py line 232 3679208] wall : 0.8246 0.9439 +[2025-02-27 13:42:02,129 INFO hook.py line 232 3679208] floor : 0.9589 0.9775 +[2025-02-27 13:42:02,129 INFO hook.py line 232 3679208] cabinet : 0.5771 0.7619 +[2025-02-27 13:42:02,129 INFO hook.py line 232 3679208] bed : 0.7434 0.8787 +[2025-02-27 13:42:02,129 INFO hook.py line 232 3679208] chair : 0.8822 0.9393 +[2025-02-27 13:42:02,129 INFO hook.py line 232 3679208] sofa : 0.8136 0.9009 +[2025-02-27 13:42:02,129 INFO hook.py line 232 3679208] table : 0.6887 0.7972 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] door : 0.5622 0.6355 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] window : 0.5672 0.7051 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] bookshelf : 0.7583 0.8531 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] picture : 0.3092 0.4082 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] counter : 0.4752 0.5418 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] desk : 0.5824 0.7072 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] curtain : 0.6759 0.7486 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] refridgerator : 0.5144 0.5479 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] shower curtain : 0.6120 0.6590 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] toilet : 0.9046 0.9561 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] sink : 0.5804 0.6469 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] bathtub : 0.8780 0.9098 +[2025-02-27 13:42:02,130 INFO hook.py line 232 3679208] otherfurniture : 0.4899 0.6162 +[2025-02-27 13:42:02,130 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:42:02,130 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6699/0.7567/0.8816. +[2025-02-27 13:42:02,130 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:42:02,137 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6778 +[2025-02-27 13:42:02,138 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:42:25,861 INFO hook.py line 109 3679208] Train: [61/100][50/300] Data 0.008 (0.008) Batch 0.332 (0.362) Remain 01:12:09 loss: 0.7396 Lr: 2.24950e-03 +[2025-02-27 13:42:43,621 INFO hook.py line 109 3679208] Train: [61/100][100/300] Data 0.004 (0.008) Batch 0.323 (0.359) Remain 01:11:07 loss: 0.2464 Lr: 2.23351e-03 +[2025-02-27 13:43:01,599 INFO hook.py line 109 3679208] Train: [61/100][150/300] Data 0.005 (0.008) Batch 0.283 (0.359) Remain 01:10:53 loss: 0.5692 Lr: 2.21753e-03 +[2025-02-27 13:43:19,325 INFO hook.py line 109 3679208] Train: [61/100][200/300] Data 0.007 (0.008) Batch 0.372 (0.358) Remain 01:10:22 loss: 0.4290 Lr: 2.20191e-03 +[2025-02-27 13:43:37,277 INFO hook.py line 109 3679208] Train: [61/100][250/300] Data 0.004 (0.008) Batch 0.366 (0.358) Remain 01:10:07 loss: 0.4433 Lr: 2.18598e-03 +[2025-02-27 13:43:51,185 INFO hook.py line 109 3679208] Train: [61/100][300/300] Data 0.002 (0.008) Batch 0.194 (0.345) Remain 01:07:12 loss: 0.1323 Lr: 2.17008e-03 +[2025-02-27 13:43:51,186 INFO misc.py line 135 3679208] Train result: loss: 0.4340 +[2025-02-27 13:43:51,270 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:44:12,071 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1314 +[2025-02-27 13:44:12,119 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5340 +[2025-02-27 13:44:12,162 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.6344 +[2025-02-27 13:44:12,241 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4707 +[2025-02-27 13:44:12,277 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4205 +[2025-02-27 13:44:12,342 INFO hook.py line 289 3679208] Test: [6/78] Loss 2.0262 +[2025-02-27 13:44:12,390 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.6216 +[2025-02-27 13:44:12,417 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3431 +[2025-02-27 13:44:12,476 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0812 +[2025-02-27 13:44:12,517 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6159 +[2025-02-27 13:44:12,564 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.3923 +[2025-02-27 13:44:12,599 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0817 +[2025-02-27 13:44:12,649 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3906 +[2025-02-27 13:44:12,690 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.8769 +[2025-02-27 13:44:12,727 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.5081 +[2025-02-27 13:44:12,775 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1120 +[2025-02-27 13:44:12,813 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7819 +[2025-02-27 13:44:12,855 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6811 +[2025-02-27 13:44:12,902 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0138 +[2025-02-27 13:44:12,935 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3293 +[2025-02-27 13:44:12,969 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3234 +[2025-02-27 13:44:13,021 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3783 +[2025-02-27 13:44:13,058 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9420 +[2025-02-27 13:44:13,132 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9844 +[2025-02-27 13:44:13,174 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0094 +[2025-02-27 13:44:13,229 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5941 +[2025-02-27 13:44:13,286 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3589 +[2025-02-27 13:44:13,334 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4033 +[2025-02-27 13:44:13,361 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3293 +[2025-02-27 13:44:13,411 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4940 +[2025-02-27 13:44:13,467 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4270 +[2025-02-27 13:44:13,500 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.8133 +[2025-02-27 13:44:13,550 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2392 +[2025-02-27 13:44:13,586 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9349 +[2025-02-27 13:44:13,624 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3435 +[2025-02-27 13:44:13,663 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0463 +[2025-02-27 13:44:13,703 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4639 +[2025-02-27 13:44:13,739 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3564 +[2025-02-27 13:44:13,800 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4156 +[2025-02-27 13:44:13,843 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6883 +[2025-02-27 13:44:13,894 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0334 +[2025-02-27 13:44:13,932 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1750 +[2025-02-27 13:44:13,978 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.2473 +[2025-02-27 13:44:14,032 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6870 +[2025-02-27 13:44:14,064 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6347 +[2025-02-27 13:44:14,114 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6024 +[2025-02-27 13:44:14,159 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4569 +[2025-02-27 13:44:14,199 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4689 +[2025-02-27 13:44:14,230 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1262 +[2025-02-27 13:44:14,261 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.8918 +[2025-02-27 13:44:14,292 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8004 +[2025-02-27 13:44:14,331 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9397 +[2025-02-27 13:44:14,356 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3062 +[2025-02-27 13:44:14,388 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.8021 +[2025-02-27 13:44:14,424 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0439 +[2025-02-27 13:44:14,465 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1674 +[2025-02-27 13:44:14,496 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7483 +[2025-02-27 13:44:14,522 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6565 +[2025-02-27 13:44:14,560 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7105 +[2025-02-27 13:44:14,593 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7002 +[2025-02-27 13:44:14,617 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5383 +[2025-02-27 13:44:14,652 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4881 +[2025-02-27 13:44:14,687 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.0829 +[2025-02-27 13:44:14,744 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2562 +[2025-02-27 13:44:14,771 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1830 +[2025-02-27 13:44:14,811 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6079 +[2025-02-27 13:44:14,849 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6755 +[2025-02-27 13:44:14,884 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9050 +[2025-02-27 13:44:14,913 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3453 +[2025-02-27 13:44:14,967 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9232 +[2025-02-27 13:44:15,010 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9637 +[2025-02-27 13:44:15,059 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5010 +[2025-02-27 13:44:15,108 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4102 +[2025-02-27 13:44:15,149 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.3144 +[2025-02-27 13:44:15,196 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4941 +[2025-02-27 13:44:15,225 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7265 +[2025-02-27 13:44:15,281 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4971 +[2025-02-27 13:44:15,308 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6398 +[2025-02-27 13:44:16,818 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:44:16,819 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:44:16,819 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] wall : 0.8286 0.9163 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] floor : 0.9589 0.9814 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] cabinet : 0.5747 0.7335 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] bed : 0.7879 0.8520 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] chair : 0.8902 0.9328 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] sofa : 0.8002 0.9228 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] table : 0.6857 0.7858 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] door : 0.6125 0.7242 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] window : 0.5461 0.7641 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] bookshelf : 0.7515 0.8650 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] picture : 0.2582 0.3724 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] counter : 0.5753 0.7984 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] desk : 0.5651 0.7255 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] curtain : 0.6073 0.7220 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] refridgerator : 0.4966 0.5642 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] shower curtain : 0.5820 0.6824 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] toilet : 0.9061 0.9529 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] sink : 0.5926 0.6484 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] bathtub : 0.8615 0.9155 +[2025-02-27 13:44:16,819 INFO hook.py line 232 3679208] otherfurniture : 0.5054 0.6598 +[2025-02-27 13:44:16,819 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:44:16,819 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6693/0.7760/0.8815. +[2025-02-27 13:44:16,820 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:44:16,830 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6778 +[2025-02-27 13:44:16,830 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:44:42,297 INFO hook.py line 109 3679208] Train: [62/100][50/300] Data 0.007 (0.008) Batch 0.312 (0.384) Remain 01:14:37 loss: 0.4853 Lr: 2.15421e-03 +[2025-02-27 13:45:00,429 INFO hook.py line 109 3679208] Train: [62/100][100/300] Data 0.008 (0.008) Batch 0.407 (0.373) Remain 01:12:08 loss: 0.6184 Lr: 2.13836e-03 +[2025-02-27 13:45:18,584 INFO hook.py line 109 3679208] Train: [62/100][150/300] Data 0.017 (0.009) Batch 0.331 (0.370) Remain 01:11:10 loss: 0.4800 Lr: 2.12253e-03 +[2025-02-27 13:45:36,088 INFO hook.py line 109 3679208] Train: [62/100][200/300] Data 0.006 (0.008) Batch 0.360 (0.365) Remain 01:09:54 loss: 0.5029 Lr: 2.10674e-03 +[2025-02-27 13:45:53,497 INFO hook.py line 109 3679208] Train: [62/100][250/300] Data 0.007 (0.008) Batch 0.322 (0.361) Remain 01:08:57 loss: 0.5284 Lr: 2.09097e-03 +[2025-02-27 13:46:05,803 INFO hook.py line 109 3679208] Train: [62/100][300/300] Data 0.002 (0.007) Batch 0.197 (0.342) Remain 01:04:58 loss: 0.2217 Lr: 2.07523e-03 +[2025-02-27 13:46:05,804 INFO misc.py line 135 3679208] Train result: loss: 0.4328 +[2025-02-27 13:46:05,877 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:46:25,068 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1570 +[2025-02-27 13:46:25,125 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4865 +[2025-02-27 13:46:25,183 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4707 +[2025-02-27 13:46:25,229 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5101 +[2025-02-27 13:46:25,268 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3068 +[2025-02-27 13:46:25,322 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.1560 +[2025-02-27 13:46:25,376 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3439 +[2025-02-27 13:46:25,407 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3173 +[2025-02-27 13:46:25,452 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1905 +[2025-02-27 13:46:25,489 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5580 +[2025-02-27 13:46:25,537 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4585 +[2025-02-27 13:46:25,571 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1411 +[2025-02-27 13:46:25,624 INFO hook.py line 289 3679208] Test: [13/78] Loss 0.7126 +[2025-02-27 13:46:25,661 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1054 +[2025-02-27 13:46:26,031 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.6200 +[2025-02-27 13:46:26,072 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1943 +[2025-02-27 13:46:26,108 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7217 +[2025-02-27 13:46:26,142 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.9268 +[2025-02-27 13:46:26,187 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9656 +[2025-02-27 13:46:26,224 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3350 +[2025-02-27 13:46:26,261 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2818 +[2025-02-27 13:46:26,298 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.6770 +[2025-02-27 13:46:26,334 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7253 +[2025-02-27 13:46:26,384 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8494 +[2025-02-27 13:46:26,431 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.2917 +[2025-02-27 13:46:26,474 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6145 +[2025-02-27 13:46:26,522 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9808 +[2025-02-27 13:46:26,568 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5816 +[2025-02-27 13:46:26,599 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2877 +[2025-02-27 13:46:26,650 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.7841 +[2025-02-27 13:46:26,705 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4564 +[2025-02-27 13:46:26,738 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7252 +[2025-02-27 13:46:26,788 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2550 +[2025-02-27 13:46:26,826 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0285 +[2025-02-27 13:46:26,861 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.6055 +[2025-02-27 13:46:26,901 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9755 +[2025-02-27 13:46:26,936 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.9097 +[2025-02-27 13:46:26,969 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3552 +[2025-02-27 13:46:27,034 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5187 +[2025-02-27 13:46:27,076 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6838 +[2025-02-27 13:46:27,123 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9552 +[2025-02-27 13:46:27,152 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1748 +[2025-02-27 13:46:27,186 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1808 +[2025-02-27 13:46:27,242 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6206 +[2025-02-27 13:46:27,282 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4910 +[2025-02-27 13:46:27,332 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7094 +[2025-02-27 13:46:27,374 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.4736 +[2025-02-27 13:46:27,405 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4271 +[2025-02-27 13:46:27,442 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.6418 +[2025-02-27 13:46:27,478 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9681 +[2025-02-27 13:46:27,506 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.3570 +[2025-02-27 13:46:27,538 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8605 +[2025-02-27 13:46:27,573 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5454 +[2025-02-27 13:46:27,613 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4319 +[2025-02-27 13:46:27,649 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0547 +[2025-02-27 13:46:27,686 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.3331 +[2025-02-27 13:46:27,715 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5570 +[2025-02-27 13:46:27,739 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.6808 +[2025-02-27 13:46:27,774 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9941 +[2025-02-27 13:46:27,805 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8899 +[2025-02-27 13:46:27,829 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6800 +[2025-02-27 13:46:27,860 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4782 +[2025-02-27 13:46:27,893 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9771 +[2025-02-27 13:46:27,945 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4357 +[2025-02-27 13:46:27,972 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.6666 +[2025-02-27 13:46:28,009 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4229 +[2025-02-27 13:46:28,045 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3395 +[2025-02-27 13:46:28,075 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9817 +[2025-02-27 13:46:28,104 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3490 +[2025-02-27 13:46:28,155 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7046 +[2025-02-27 13:46:28,196 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8511 +[2025-02-27 13:46:28,245 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5744 +[2025-02-27 13:46:28,291 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3929 +[2025-02-27 13:46:28,329 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.3180 +[2025-02-27 13:46:28,377 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5662 +[2025-02-27 13:46:28,405 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6761 +[2025-02-27 13:46:28,457 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3670 +[2025-02-27 13:46:28,482 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6262 +[2025-02-27 13:46:29,953 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:46:29,954 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:46:29,954 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:46:29,954 INFO hook.py line 232 3679208] wall : 0.8264 0.9196 +[2025-02-27 13:46:29,954 INFO hook.py line 232 3679208] floor : 0.9542 0.9831 +[2025-02-27 13:46:29,954 INFO hook.py line 232 3679208] cabinet : 0.5711 0.8185 +[2025-02-27 13:46:29,954 INFO hook.py line 232 3679208] bed : 0.7898 0.8196 +[2025-02-27 13:46:29,954 INFO hook.py line 232 3679208] chair : 0.8807 0.9417 +[2025-02-27 13:46:29,954 INFO hook.py line 232 3679208] sofa : 0.7817 0.9118 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] table : 0.6679 0.7189 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] door : 0.6034 0.7194 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] window : 0.5416 0.6589 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] bookshelf : 0.7110 0.8695 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] picture : 0.3030 0.4113 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] counter : 0.6033 0.7454 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] desk : 0.5647 0.8123 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] curtain : 0.5940 0.8674 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] refridgerator : 0.5241 0.7347 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] shower curtain : 0.6194 0.7519 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] toilet : 0.8359 0.8890 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] sink : 0.5781 0.6902 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] bathtub : 0.8133 0.9415 +[2025-02-27 13:46:29,955 INFO hook.py line 232 3679208] otherfurniture : 0.4728 0.5104 +[2025-02-27 13:46:29,955 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:46:29,956 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6618/0.7858/0.8783. +[2025-02-27 13:46:29,956 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:46:29,963 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6778 +[2025-02-27 13:46:29,963 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:46:50,109 INFO hook.py line 109 3679208] Train: [63/100][50/300] Data 0.004 (0.004) Batch 0.252 (0.272) Remain 00:51:22 loss: 0.7064 Lr: 2.05952e-03 +[2025-02-27 13:47:05,260 INFO hook.py line 109 3679208] Train: [63/100][100/300] Data 0.012 (0.005) Batch 0.270 (0.288) Remain 00:54:12 loss: 0.1923 Lr: 2.04383e-03 +[2025-02-27 13:47:22,931 INFO hook.py line 109 3679208] Train: [63/100][150/300] Data 0.007 (0.005) Batch 0.325 (0.310) Remain 00:58:08 loss: 0.4225 Lr: 2.02818e-03 +[2025-02-27 13:47:40,916 INFO hook.py line 109 3679208] Train: [63/100][200/300] Data 0.004 (0.006) Batch 0.310 (0.323) Remain 01:00:14 loss: 0.4584 Lr: 2.01255e-03 +[2025-02-27 13:47:59,020 INFO hook.py line 109 3679208] Train: [63/100][250/300] Data 0.019 (0.006) Batch 0.382 (0.331) Remain 01:01:26 loss: 0.3938 Lr: 1.99695e-03 +[2025-02-27 13:48:12,956 INFO hook.py line 109 3679208] Train: [63/100][300/300] Data 0.003 (0.006) Batch 0.222 (0.322) Remain 00:59:33 loss: 0.2630 Lr: 1.98139e-03 +[2025-02-27 13:48:12,957 INFO misc.py line 135 3679208] Train result: loss: 0.4255 +[2025-02-27 13:48:13,055 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:48:33,585 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1467 +[2025-02-27 13:48:33,935 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3517 +[2025-02-27 13:48:33,978 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.2659 +[2025-02-27 13:48:34,415 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4973 +[2025-02-27 13:48:34,457 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4686 +[2025-02-27 13:48:34,513 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.3482 +[2025-02-27 13:48:34,571 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3609 +[2025-02-27 13:48:34,607 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2932 +[2025-02-27 13:48:34,668 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.4114 +[2025-02-27 13:48:34,710 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6402 +[2025-02-27 13:48:34,760 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5556 +[2025-02-27 13:48:34,807 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0398 +[2025-02-27 13:48:34,935 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4567 +[2025-02-27 13:48:34,984 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.6087 +[2025-02-27 13:48:35,028 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0820 +[2025-02-27 13:48:35,368 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1553 +[2025-02-27 13:48:35,407 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5755 +[2025-02-27 13:48:35,450 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6339 +[2025-02-27 13:48:35,492 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3547 +[2025-02-27 13:48:35,531 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.9344 +[2025-02-27 13:48:35,573 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3109 +[2025-02-27 13:48:35,611 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.1579 +[2025-02-27 13:48:35,640 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7080 +[2025-02-27 13:48:35,689 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7626 +[2025-02-27 13:48:35,733 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8091 +[2025-02-27 13:48:35,777 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6665 +[2025-02-27 13:48:35,829 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2055 +[2025-02-27 13:48:35,872 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3659 +[2025-02-27 13:48:35,914 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2797 +[2025-02-27 13:48:35,979 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5424 +[2025-02-27 13:48:36,036 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4373 +[2025-02-27 13:48:36,077 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6219 +[2025-02-27 13:48:36,134 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1499 +[2025-02-27 13:48:36,181 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.7697 +[2025-02-27 13:48:36,229 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2623 +[2025-02-27 13:48:36,279 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.7370 +[2025-02-27 13:48:36,319 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6215 +[2025-02-27 13:48:36,352 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2934 +[2025-02-27 13:48:36,414 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3713 +[2025-02-27 13:48:36,465 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.4226 +[2025-02-27 13:48:36,521 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0333 +[2025-02-27 13:48:36,561 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1958 +[2025-02-27 13:48:36,607 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1979 +[2025-02-27 13:48:36,670 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4348 +[2025-02-27 13:48:36,709 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.7134 +[2025-02-27 13:48:36,752 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6516 +[2025-02-27 13:48:36,806 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.0544 +[2025-02-27 13:48:36,851 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5079 +[2025-02-27 13:48:36,890 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.7951 +[2025-02-27 13:48:36,920 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0033 +[2025-02-27 13:48:36,952 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6597 +[2025-02-27 13:48:36,986 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9162 +[2025-02-27 13:48:37,020 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2131 +[2025-02-27 13:48:37,068 INFO hook.py line 289 3679208] Test: [54/78] Loss 1.5425 +[2025-02-27 13:48:37,109 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0577 +[2025-02-27 13:48:37,152 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2383 +[2025-02-27 13:48:37,184 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8969 +[2025-02-27 13:48:37,211 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7530 +[2025-02-27 13:48:37,252 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.6824 +[2025-02-27 13:48:37,286 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8961 +[2025-02-27 13:48:37,311 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6432 +[2025-02-27 13:48:37,345 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6655 +[2025-02-27 13:48:37,383 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2223 +[2025-02-27 13:48:37,439 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.1744 +[2025-02-27 13:48:37,467 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1256 +[2025-02-27 13:48:37,508 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5696 +[2025-02-27 13:48:37,547 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4704 +[2025-02-27 13:48:37,581 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9430 +[2025-02-27 13:48:37,613 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3190 +[2025-02-27 13:48:37,667 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.4968 +[2025-02-27 13:48:37,715 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8023 +[2025-02-27 13:48:37,771 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5178 +[2025-02-27 13:48:37,819 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4188 +[2025-02-27 13:48:37,864 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.6303 +[2025-02-27 13:48:37,915 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.8106 +[2025-02-27 13:48:37,943 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7152 +[2025-02-27 13:48:37,997 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.5355 +[2025-02-27 13:48:38,023 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7480 +[2025-02-27 13:48:39,764 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:48:39,765 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:48:39,765 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] wall : 0.8190 0.8954 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] floor : 0.9583 0.9811 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] cabinet : 0.5955 0.7531 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] bed : 0.7549 0.8630 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] chair : 0.8847 0.9382 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] sofa : 0.7729 0.9132 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] table : 0.7049 0.7799 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] door : 0.6031 0.7805 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] window : 0.5450 0.7412 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] bookshelf : 0.7764 0.8641 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] picture : 0.2673 0.4591 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] counter : 0.5777 0.8171 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] desk : 0.6270 0.7946 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] curtain : 0.6328 0.8024 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] refridgerator : 0.5609 0.7852 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] shower curtain : 0.5815 0.6408 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] toilet : 0.9145 0.9582 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] sink : 0.6260 0.7468 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] bathtub : 0.8695 0.9182 +[2025-02-27 13:48:39,765 INFO hook.py line 232 3679208] otherfurniture : 0.5472 0.6531 +[2025-02-27 13:48:39,765 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:48:39,765 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6810/0.8043/0.8821. +[2025-02-27 13:48:39,766 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:48:39,775 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6810 +[2025-02-27 13:48:39,775 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6810 +[2025-02-27 13:48:39,775 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:49:05,765 INFO hook.py line 109 3679208] Train: [64/100][50/300] Data 0.007 (0.008) Batch 0.412 (0.367) Remain 01:07:37 loss: 0.4379 Lr: 1.96585e-03 +[2025-02-27 13:49:23,275 INFO hook.py line 109 3679208] Train: [64/100][100/300] Data 0.012 (0.008) Batch 0.378 (0.358) Remain 01:05:43 loss: 0.3107 Lr: 1.95035e-03 +[2025-02-27 13:49:40,821 INFO hook.py line 109 3679208] Train: [64/100][150/300] Data 0.012 (0.007) Batch 0.365 (0.356) Remain 01:04:57 loss: 0.6175 Lr: 1.93488e-03 +[2025-02-27 13:49:58,659 INFO hook.py line 109 3679208] Train: [64/100][200/300] Data 0.008 (0.008) Batch 0.337 (0.356) Remain 01:04:41 loss: 0.3760 Lr: 1.91944e-03 +[2025-02-27 13:50:16,171 INFO hook.py line 109 3679208] Train: [64/100][250/300] Data 0.004 (0.008) Batch 0.381 (0.355) Remain 01:04:11 loss: 0.4996 Lr: 1.90403e-03 +[2025-02-27 13:50:30,403 INFO hook.py line 109 3679208] Train: [64/100][300/300] Data 0.001 (0.007) Batch 0.180 (0.343) Remain 01:01:45 loss: 0.5137 Lr: 1.88866e-03 +[2025-02-27 13:50:30,403 INFO misc.py line 135 3679208] Train result: loss: 0.4280 +[2025-02-27 13:50:30,503 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:50:48,279 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1280 +[2025-02-27 13:50:49,031 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5108 +[2025-02-27 13:50:49,067 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3866 +[2025-02-27 13:50:49,123 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4734 +[2025-02-27 13:50:49,262 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3427 +[2025-02-27 13:50:49,315 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.0530 +[2025-02-27 13:50:49,362 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3528 +[2025-02-27 13:50:49,387 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.3320 +[2025-02-27 13:50:49,512 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1990 +[2025-02-27 13:50:49,551 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6253 +[2025-02-27 13:50:49,601 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5727 +[2025-02-27 13:50:49,641 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.5036 +[2025-02-27 13:50:49,694 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4524 +[2025-02-27 13:50:49,746 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3011 +[2025-02-27 13:50:49,947 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4007 +[2025-02-27 13:50:49,989 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1692 +[2025-02-27 13:50:50,028 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7580 +[2025-02-27 13:50:50,062 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7614 +[2025-02-27 13:50:50,101 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8013 +[2025-02-27 13:50:50,133 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.1794 +[2025-02-27 13:50:50,171 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3232 +[2025-02-27 13:50:50,213 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2947 +[2025-02-27 13:50:50,252 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6009 +[2025-02-27 13:50:50,294 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7065 +[2025-02-27 13:50:50,340 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8496 +[2025-02-27 13:50:50,384 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5666 +[2025-02-27 13:50:50,431 INFO hook.py line 289 3679208] Test: [27/78] Loss 0.9409 +[2025-02-27 13:50:50,472 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.2741 +[2025-02-27 13:50:50,499 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3109 +[2025-02-27 13:50:50,551 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5389 +[2025-02-27 13:50:50,608 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5007 +[2025-02-27 13:50:50,641 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5306 +[2025-02-27 13:50:50,701 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1646 +[2025-02-27 13:50:50,747 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8479 +[2025-02-27 13:50:50,792 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4629 +[2025-02-27 13:50:50,837 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.6839 +[2025-02-27 13:50:50,875 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5312 +[2025-02-27 13:50:50,920 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2914 +[2025-02-27 13:50:50,979 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5445 +[2025-02-27 13:50:51,033 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5076 +[2025-02-27 13:50:51,084 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9074 +[2025-02-27 13:50:51,123 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1836 +[2025-02-27 13:50:51,162 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1526 +[2025-02-27 13:50:51,215 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.6133 +[2025-02-27 13:50:51,246 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5030 +[2025-02-27 13:50:51,292 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6708 +[2025-02-27 13:50:51,329 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.0847 +[2025-02-27 13:50:51,361 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4837 +[2025-02-27 13:50:51,393 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9781 +[2025-02-27 13:50:51,426 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.8645 +[2025-02-27 13:50:51,463 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.2141 +[2025-02-27 13:50:51,497 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8884 +[2025-02-27 13:50:51,522 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5055 +[2025-02-27 13:50:51,558 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3704 +[2025-02-27 13:50:51,598 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0637 +[2025-02-27 13:50:51,636 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2190 +[2025-02-27 13:50:51,668 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6345 +[2025-02-27 13:50:51,695 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5519 +[2025-02-27 13:50:51,734 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7613 +[2025-02-27 13:50:51,767 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5414 +[2025-02-27 13:50:51,794 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.4418 +[2025-02-27 13:50:51,828 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.3969 +[2025-02-27 13:50:51,862 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8312 +[2025-02-27 13:50:51,915 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0204 +[2025-02-27 13:50:51,948 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.1004 +[2025-02-27 13:50:51,986 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4130 +[2025-02-27 13:50:52,021 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3407 +[2025-02-27 13:50:52,053 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9107 +[2025-02-27 13:50:52,085 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2852 +[2025-02-27 13:50:52,138 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7728 +[2025-02-27 13:50:52,179 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7143 +[2025-02-27 13:50:52,228 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3166 +[2025-02-27 13:50:52,275 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3930 +[2025-02-27 13:50:52,316 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1164 +[2025-02-27 13:50:52,364 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7458 +[2025-02-27 13:50:52,393 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8110 +[2025-02-27 13:50:52,445 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3128 +[2025-02-27 13:50:52,472 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.0133 +[2025-02-27 13:50:54,027 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:50:54,027 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:50:54,028 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:50:54,028 INFO hook.py line 232 3679208] wall : 0.8253 0.9429 +[2025-02-27 13:50:54,028 INFO hook.py line 232 3679208] floor : 0.9580 0.9831 +[2025-02-27 13:50:54,028 INFO hook.py line 232 3679208] cabinet : 0.6211 0.7450 +[2025-02-27 13:50:54,028 INFO hook.py line 232 3679208] bed : 0.7626 0.8732 +[2025-02-27 13:50:54,028 INFO hook.py line 232 3679208] chair : 0.8870 0.9306 +[2025-02-27 13:50:54,028 INFO hook.py line 232 3679208] sofa : 0.7831 0.8825 +[2025-02-27 13:50:54,029 INFO hook.py line 232 3679208] table : 0.6601 0.7049 +[2025-02-27 13:50:54,029 INFO hook.py line 232 3679208] door : 0.6245 0.7327 +[2025-02-27 13:50:54,029 INFO hook.py line 232 3679208] window : 0.5654 0.6576 +[2025-02-27 13:50:54,029 INFO hook.py line 232 3679208] bookshelf : 0.7552 0.8905 +[2025-02-27 13:50:54,029 INFO hook.py line 232 3679208] picture : 0.2923 0.4099 +[2025-02-27 13:50:54,033 INFO hook.py line 232 3679208] counter : 0.6523 0.7947 +[2025-02-27 13:50:54,033 INFO hook.py line 232 3679208] desk : 0.5683 0.8499 +[2025-02-27 13:50:54,033 INFO hook.py line 232 3679208] curtain : 0.6602 0.8501 +[2025-02-27 13:50:54,034 INFO hook.py line 232 3679208] refridgerator : 0.5561 0.6743 +[2025-02-27 13:50:54,034 INFO hook.py line 232 3679208] shower curtain : 0.6238 0.6984 +[2025-02-27 13:50:54,034 INFO hook.py line 232 3679208] toilet : 0.8795 0.9656 +[2025-02-27 13:50:54,034 INFO hook.py line 232 3679208] sink : 0.5960 0.6548 +[2025-02-27 13:50:54,034 INFO hook.py line 232 3679208] bathtub : 0.8818 0.9131 +[2025-02-27 13:50:54,034 INFO hook.py line 232 3679208] otherfurniture : 0.4850 0.5517 +[2025-02-27 13:50:54,034 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:50:54,034 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6819/0.7853/0.8848. +[2025-02-27 13:50:54,039 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:50:54,056 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6819 +[2025-02-27 13:50:54,056 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6819 +[2025-02-27 13:50:54,056 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:51:17,171 INFO hook.py line 109 3679208] Train: [65/100][50/300] Data 0.009 (0.005) Batch 0.343 (0.317) Remain 00:56:46 loss: 0.5669 Lr: 1.87332e-03 +[2025-02-27 13:51:33,305 INFO hook.py line 109 3679208] Train: [65/100][100/300] Data 0.002 (0.005) Batch 0.315 (0.320) Remain 00:57:02 loss: 0.4666 Lr: 1.85802e-03 +[2025-02-27 13:51:47,524 INFO hook.py line 109 3679208] Train: [65/100][150/300] Data 0.003 (0.005) Batch 0.242 (0.308) Remain 00:54:38 loss: 0.2310 Lr: 1.84275e-03 +[2025-02-27 13:52:01,198 INFO hook.py line 109 3679208] Train: [65/100][200/300] Data 0.006 (0.005) Batch 0.262 (0.299) Remain 00:52:50 loss: 0.3760 Lr: 1.82751e-03 +[2025-02-27 13:52:15,609 INFO hook.py line 109 3679208] Train: [65/100][250/300] Data 0.006 (0.005) Batch 0.378 (0.297) Remain 00:52:12 loss: 0.3590 Lr: 1.81231e-03 +[2025-02-27 13:52:29,662 INFO hook.py line 109 3679208] Train: [65/100][300/300] Data 0.002 (0.005) Batch 0.213 (0.294) Remain 00:51:29 loss: 0.5312 Lr: 1.79715e-03 +[2025-02-27 13:52:29,663 INFO misc.py line 135 3679208] Train result: loss: 0.4067 +[2025-02-27 13:52:29,763 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:52:49,415 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1288 +[2025-02-27 13:52:49,818 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4516 +[2025-02-27 13:52:49,866 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4009 +[2025-02-27 13:52:50,353 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5081 +[2025-02-27 13:52:50,415 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3619 +[2025-02-27 13:52:50,478 INFO hook.py line 289 3679208] Test: [6/78] Loss 2.0032 +[2025-02-27 13:52:51,217 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5250 +[2025-02-27 13:52:51,260 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2632 +[2025-02-27 13:52:51,305 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.3129 +[2025-02-27 13:52:51,340 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6990 +[2025-02-27 13:52:51,394 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.3396 +[2025-02-27 13:52:51,438 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0337 +[2025-02-27 13:52:51,483 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.9214 +[2025-02-27 13:52:51,523 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9723 +[2025-02-27 13:52:51,565 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2123 +[2025-02-27 13:52:51,611 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3944 +[2025-02-27 13:52:51,660 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5941 +[2025-02-27 13:52:51,701 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6433 +[2025-02-27 13:52:51,749 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0942 +[2025-02-27 13:52:51,788 INFO hook.py line 289 3679208] Test: [20/78] Loss 0.8241 +[2025-02-27 13:52:51,828 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2959 +[2025-02-27 13:52:51,870 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4452 +[2025-02-27 13:52:51,909 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9365 +[2025-02-27 13:52:51,962 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9146 +[2025-02-27 13:52:52,010 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0043 +[2025-02-27 13:52:52,050 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6129 +[2025-02-27 13:52:52,112 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5415 +[2025-02-27 13:52:52,155 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4000 +[2025-02-27 13:52:52,189 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3374 +[2025-02-27 13:52:52,251 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5723 +[2025-02-27 13:52:52,306 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5273 +[2025-02-27 13:52:52,342 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.7703 +[2025-02-27 13:52:52,394 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2183 +[2025-02-27 13:52:52,437 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0186 +[2025-02-27 13:52:52,484 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.2907 +[2025-02-27 13:52:52,528 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8812 +[2025-02-27 13:52:52,581 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6434 +[2025-02-27 13:52:52,626 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2535 +[2025-02-27 13:52:52,687 INFO hook.py line 289 3679208] Test: [39/78] Loss 2.2269 +[2025-02-27 13:52:52,731 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8191 +[2025-02-27 13:52:52,777 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0603 +[2025-02-27 13:52:52,816 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1379 +[2025-02-27 13:52:52,869 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1560 +[2025-02-27 13:52:52,929 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4045 +[2025-02-27 13:52:52,973 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4907 +[2025-02-27 13:52:53,017 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6120 +[2025-02-27 13:52:53,054 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2099 +[2025-02-27 13:52:53,086 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5308 +[2025-02-27 13:52:53,118 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.7904 +[2025-02-27 13:52:53,149 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0020 +[2025-02-27 13:52:53,182 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.1368 +[2025-02-27 13:52:53,215 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9253 +[2025-02-27 13:52:53,242 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2314 +[2025-02-27 13:52:53,280 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.5365 +[2025-02-27 13:52:53,317 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0535 +[2025-02-27 13:52:53,357 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1678 +[2025-02-27 13:52:53,392 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6085 +[2025-02-27 13:52:53,423 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4362 +[2025-02-27 13:52:53,461 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7198 +[2025-02-27 13:52:53,493 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6819 +[2025-02-27 13:52:53,520 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.4681 +[2025-02-27 13:52:53,557 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.6764 +[2025-02-27 13:52:53,594 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2236 +[2025-02-27 13:52:53,648 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4499 +[2025-02-27 13:52:53,678 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.4260 +[2025-02-27 13:52:53,718 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4927 +[2025-02-27 13:52:53,754 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3304 +[2025-02-27 13:52:53,787 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9418 +[2025-02-27 13:52:53,817 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3589 +[2025-02-27 13:52:53,871 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0128 +[2025-02-27 13:52:53,914 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0830 +[2025-02-27 13:52:53,964 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3576 +[2025-02-27 13:52:54,014 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2477 +[2025-02-27 13:52:54,054 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2678 +[2025-02-27 13:52:54,103 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.8018 +[2025-02-27 13:52:54,131 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7636 +[2025-02-27 13:52:54,190 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3369 +[2025-02-27 13:52:54,215 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5920 +[2025-02-27 13:52:56,311 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:52:56,312 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:52:56,312 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:52:56,323 INFO hook.py line 232 3679208] wall : 0.8145 0.9456 +[2025-02-27 13:52:56,323 INFO hook.py line 232 3679208] floor : 0.9564 0.9851 +[2025-02-27 13:52:56,323 INFO hook.py line 232 3679208] cabinet : 0.5846 0.6923 +[2025-02-27 13:52:56,323 INFO hook.py line 232 3679208] bed : 0.7767 0.8675 +[2025-02-27 13:52:56,323 INFO hook.py line 232 3679208] chair : 0.8706 0.9064 +[2025-02-27 13:52:56,323 INFO hook.py line 232 3679208] sofa : 0.7932 0.9280 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] table : 0.6830 0.8178 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] door : 0.5718 0.6359 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] window : 0.5179 0.7170 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] bookshelf : 0.7708 0.9055 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] picture : 0.2844 0.3860 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] counter : 0.5871 0.7848 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] desk : 0.5729 0.7053 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] curtain : 0.5858 0.6324 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] refridgerator : 0.5592 0.6065 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] shower curtain : 0.5806 0.6161 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] toilet : 0.9261 0.9496 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] sink : 0.5879 0.6418 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] bathtub : 0.8517 0.9121 +[2025-02-27 13:52:56,324 INFO hook.py line 232 3679208] otherfurniture : 0.4541 0.5237 +[2025-02-27 13:52:56,324 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:52:56,324 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6665/0.7580/0.8775. +[2025-02-27 13:52:56,325 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:52:56,340 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6819 +[2025-02-27 13:52:56,340 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:53:22,195 INFO hook.py line 109 3679208] Train: [66/100][50/300] Data 0.008 (0.007) Batch 0.365 (0.354) Remain 01:01:38 loss: 0.3810 Lr: 1.78202e-03 +[2025-02-27 13:53:39,888 INFO hook.py line 109 3679208] Train: [66/100][100/300] Data 0.010 (0.007) Batch 0.361 (0.354) Remain 01:01:20 loss: 0.4560 Lr: 1.76694e-03 +[2025-02-27 13:53:57,817 INFO hook.py line 109 3679208] Train: [66/100][150/300] Data 0.010 (0.008) Batch 0.292 (0.355) Remain 01:01:19 loss: 0.6091 Lr: 1.75188e-03 +[2025-02-27 13:54:15,949 INFO hook.py line 109 3679208] Train: [66/100][200/300] Data 0.004 (0.008) Batch 0.377 (0.357) Remain 01:01:20 loss: 0.4869 Lr: 1.73687e-03 +[2025-02-27 13:54:33,503 INFO hook.py line 109 3679208] Train: [66/100][250/300] Data 0.005 (0.008) Batch 0.372 (0.356) Remain 01:00:49 loss: 0.3556 Lr: 1.72189e-03 +[2025-02-27 13:54:47,415 INFO hook.py line 109 3679208] Train: [66/100][300/300] Data 0.002 (0.008) Batch 0.236 (0.343) Remain 00:58:18 loss: 0.2382 Lr: 1.70696e-03 +[2025-02-27 13:54:47,416 INFO misc.py line 135 3679208] Train result: loss: 0.3935 +[2025-02-27 13:54:47,497 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:55:07,969 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1323 +[2025-02-27 13:55:08,017 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3661 +[2025-02-27 13:55:08,051 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3820 +[2025-02-27 13:55:08,100 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5247 +[2025-02-27 13:55:08,145 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3913 +[2025-02-27 13:55:08,199 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5496 +[2025-02-27 13:55:08,247 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5204 +[2025-02-27 13:55:08,276 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2743 +[2025-02-27 13:55:08,327 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1894 +[2025-02-27 13:55:08,372 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6018 +[2025-02-27 13:55:08,430 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4687 +[2025-02-27 13:55:08,482 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.3799 +[2025-02-27 13:55:08,530 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6860 +[2025-02-27 13:55:08,569 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3025 +[2025-02-27 13:55:08,612 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.1758 +[2025-02-27 13:55:08,658 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0757 +[2025-02-27 13:55:08,704 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7212 +[2025-02-27 13:55:08,750 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6784 +[2025-02-27 13:55:08,794 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3208 +[2025-02-27 13:55:08,829 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2485 +[2025-02-27 13:55:08,873 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2923 +[2025-02-27 13:55:08,922 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2953 +[2025-02-27 13:55:08,963 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7609 +[2025-02-27 13:55:09,007 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7162 +[2025-02-27 13:55:09,049 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8035 +[2025-02-27 13:55:09,092 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6136 +[2025-02-27 13:55:09,142 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3431 +[2025-02-27 13:55:09,180 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3891 +[2025-02-27 13:55:09,215 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2827 +[2025-02-27 13:55:09,272 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5463 +[2025-02-27 13:55:09,326 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4891 +[2025-02-27 13:55:09,366 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5456 +[2025-02-27 13:55:09,423 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3032 +[2025-02-27 13:55:09,469 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0070 +[2025-02-27 13:55:09,504 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4448 +[2025-02-27 13:55:09,561 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0683 +[2025-02-27 13:55:09,600 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5817 +[2025-02-27 13:55:09,637 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2438 +[2025-02-27 13:55:09,698 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.7206 +[2025-02-27 13:55:09,747 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6214 +[2025-02-27 13:55:09,801 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0377 +[2025-02-27 13:55:09,838 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.2670 +[2025-02-27 13:55:09,890 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1847 +[2025-02-27 13:55:09,944 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4948 +[2025-02-27 13:55:09,987 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4701 +[2025-02-27 13:55:10,052 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.5612 +[2025-02-27 13:55:10,093 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.0133 +[2025-02-27 13:55:10,131 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5533 +[2025-02-27 13:55:10,173 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.7149 +[2025-02-27 13:55:10,216 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.7890 +[2025-02-27 13:55:10,254 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0105 +[2025-02-27 13:55:10,297 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7535 +[2025-02-27 13:55:10,336 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3995 +[2025-02-27 13:55:10,379 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.6467 +[2025-02-27 13:55:10,417 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0516 +[2025-02-27 13:55:10,460 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2261 +[2025-02-27 13:55:10,493 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.9231 +[2025-02-27 13:55:10,524 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.3999 +[2025-02-27 13:55:10,562 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7860 +[2025-02-27 13:55:10,599 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8143 +[2025-02-27 13:55:10,625 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6091 +[2025-02-27 13:55:10,658 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5466 +[2025-02-27 13:55:10,693 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9492 +[2025-02-27 13:55:10,749 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4629 +[2025-02-27 13:55:10,778 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9334 +[2025-02-27 13:55:10,818 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5368 +[2025-02-27 13:55:10,856 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3615 +[2025-02-27 13:55:10,889 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.7100 +[2025-02-27 13:55:10,918 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3009 +[2025-02-27 13:55:10,972 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.6722 +[2025-02-27 13:55:11,014 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8778 +[2025-02-27 13:55:11,063 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4062 +[2025-02-27 13:55:11,110 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2697 +[2025-02-27 13:55:11,149 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2688 +[2025-02-27 13:55:11,196 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5210 +[2025-02-27 13:55:11,224 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8807 +[2025-02-27 13:55:11,278 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3211 +[2025-02-27 13:55:11,303 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6518 +[2025-02-27 13:55:12,946 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:55:12,946 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:55:12,946 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:55:12,946 INFO hook.py line 232 3679208] wall : 0.8311 0.9320 +[2025-02-27 13:55:12,946 INFO hook.py line 232 3679208] floor : 0.9589 0.9837 +[2025-02-27 13:55:12,946 INFO hook.py line 232 3679208] cabinet : 0.6145 0.7581 +[2025-02-27 13:55:12,946 INFO hook.py line 232 3679208] bed : 0.7829 0.8636 +[2025-02-27 13:55:12,946 INFO hook.py line 232 3679208] chair : 0.8936 0.9465 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] sofa : 0.8050 0.8919 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] table : 0.6918 0.7896 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] door : 0.5971 0.7040 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] window : 0.5731 0.7349 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] bookshelf : 0.7522 0.8791 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] picture : 0.3097 0.4264 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] counter : 0.5675 0.8388 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] desk : 0.5864 0.7870 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] curtain : 0.6614 0.7837 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] refridgerator : 0.5487 0.6094 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] shower curtain : 0.6073 0.6505 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] toilet : 0.8788 0.9680 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] sink : 0.6085 0.7233 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] bathtub : 0.7048 0.9389 +[2025-02-27 13:55:12,947 INFO hook.py line 232 3679208] otherfurniture : 0.5171 0.5808 +[2025-02-27 13:55:12,947 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:55:12,947 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6745/0.7895/0.8870. +[2025-02-27 13:55:12,948 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:55:12,949 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6819 +[2025-02-27 13:55:12,949 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:55:39,263 INFO hook.py line 109 3679208] Train: [67/100][50/300] Data 0.002 (0.007) Batch 0.279 (0.367) Remain 01:02:03 loss: 0.4116 Lr: 1.69206e-03 +[2025-02-27 13:55:54,498 INFO hook.py line 109 3679208] Train: [67/100][100/300] Data 0.008 (0.007) Batch 0.324 (0.335) Remain 00:56:21 loss: 0.4087 Lr: 1.67720e-03 +[2025-02-27 13:56:11,167 INFO hook.py line 109 3679208] Train: [67/100][150/300] Data 0.002 (0.006) Batch 0.302 (0.334) Remain 00:55:59 loss: 0.3466 Lr: 1.66238e-03 +[2025-02-27 13:56:27,505 INFO hook.py line 109 3679208] Train: [67/100][200/300] Data 0.006 (0.006) Batch 0.349 (0.332) Remain 00:55:23 loss: 0.2575 Lr: 1.64761e-03 +[2025-02-27 13:56:43,089 INFO hook.py line 109 3679208] Train: [67/100][250/300] Data 0.006 (0.006) Batch 0.367 (0.328) Remain 00:54:25 loss: 0.2371 Lr: 1.63287e-03 +[2025-02-27 13:56:55,132 INFO hook.py line 109 3679208] Train: [67/100][300/300] Data 0.001 (0.006) Batch 0.187 (0.314) Remain 00:51:43 loss: 0.3531 Lr: 1.61818e-03 +[2025-02-27 13:56:55,133 INFO misc.py line 135 3679208] Train result: loss: 0.3881 +[2025-02-27 13:56:55,229 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:57:08,201 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1325 +[2025-02-27 13:57:09,228 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4536 +[2025-02-27 13:57:09,274 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.6723 +[2025-02-27 13:57:09,330 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5509 +[2025-02-27 13:57:09,816 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4235 +[2025-02-27 13:57:09,880 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6268 +[2025-02-27 13:57:09,931 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3955 +[2025-02-27 13:57:09,972 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2862 +[2025-02-27 13:57:10,029 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1004 +[2025-02-27 13:57:10,071 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6397 +[2025-02-27 13:57:10,286 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6330 +[2025-02-27 13:57:10,328 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9406 +[2025-02-27 13:57:10,374 INFO hook.py line 289 3679208] Test: [13/78] Loss 0.9894 +[2025-02-27 13:57:10,902 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.4279 +[2025-02-27 13:57:10,938 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4827 +[2025-02-27 13:57:10,994 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1196 +[2025-02-27 13:57:11,035 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.7177 +[2025-02-27 13:57:11,068 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7041 +[2025-02-27 13:57:11,119 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1018 +[2025-02-27 13:57:11,164 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2634 +[2025-02-27 13:57:11,206 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3454 +[2025-02-27 13:57:11,252 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4233 +[2025-02-27 13:57:11,290 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8122 +[2025-02-27 13:57:11,339 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7160 +[2025-02-27 13:57:11,397 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6646 +[2025-02-27 13:57:11,444 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5467 +[2025-02-27 13:57:11,494 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.6423 +[2025-02-27 13:57:11,537 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3360 +[2025-02-27 13:57:11,579 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3422 +[2025-02-27 13:57:11,643 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4704 +[2025-02-27 13:57:11,701 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4156 +[2025-02-27 13:57:11,747 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5973 +[2025-02-27 13:57:11,807 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1848 +[2025-02-27 13:57:11,846 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0226 +[2025-02-27 13:57:11,887 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3036 +[2025-02-27 13:57:11,943 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9803 +[2025-02-27 13:57:11,982 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4681 +[2025-02-27 13:57:12,024 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3020 +[2025-02-27 13:57:12,094 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4961 +[2025-02-27 13:57:12,148 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5654 +[2025-02-27 13:57:12,200 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0260 +[2025-02-27 13:57:12,242 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1981 +[2025-02-27 13:57:12,288 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1569 +[2025-02-27 13:57:12,349 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5770 +[2025-02-27 13:57:12,398 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6562 +[2025-02-27 13:57:12,454 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6643 +[2025-02-27 13:57:12,501 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7180 +[2025-02-27 13:57:12,535 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6738 +[2025-02-27 13:57:12,577 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.6447 +[2025-02-27 13:57:12,607 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0492 +[2025-02-27 13:57:12,640 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.1626 +[2025-02-27 13:57:12,678 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0390 +[2025-02-27 13:57:12,713 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.1937 +[2025-02-27 13:57:12,748 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.2462 +[2025-02-27 13:57:12,786 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0391 +[2025-02-27 13:57:12,828 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1929 +[2025-02-27 13:57:12,860 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5790 +[2025-02-27 13:57:12,885 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5692 +[2025-02-27 13:57:12,925 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7967 +[2025-02-27 13:57:12,958 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5337 +[2025-02-27 13:57:12,982 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.5292 +[2025-02-27 13:57:13,015 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5354 +[2025-02-27 13:57:13,051 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8883 +[2025-02-27 13:57:13,105 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.8468 +[2025-02-27 13:57:13,133 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9669 +[2025-02-27 13:57:13,172 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.2675 +[2025-02-27 13:57:13,211 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.6119 +[2025-02-27 13:57:13,244 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0478 +[2025-02-27 13:57:13,273 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4291 +[2025-02-27 13:57:13,327 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.5687 +[2025-02-27 13:57:13,370 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8739 +[2025-02-27 13:57:13,420 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4916 +[2025-02-27 13:57:13,468 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3678 +[2025-02-27 13:57:13,517 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8794 +[2025-02-27 13:57:13,564 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5696 +[2025-02-27 13:57:13,593 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8447 +[2025-02-27 13:57:13,649 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2856 +[2025-02-27 13:57:13,675 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4298 +[2025-02-27 13:57:15,253 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:57:15,253 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:57:15,253 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] wall : 0.8277 0.9113 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] floor : 0.9567 0.9839 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] cabinet : 0.5886 0.7803 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] bed : 0.7899 0.8511 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] chair : 0.8937 0.9402 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] sofa : 0.8115 0.9222 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] table : 0.6920 0.7715 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] door : 0.5912 0.7338 +[2025-02-27 13:57:15,253 INFO hook.py line 232 3679208] window : 0.5396 0.6843 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] bookshelf : 0.7458 0.8853 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] picture : 0.3044 0.4738 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] counter : 0.6140 0.7894 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] desk : 0.5954 0.8684 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] curtain : 0.6258 0.6811 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] refridgerator : 0.5420 0.6273 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] shower curtain : 0.6066 0.6725 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] toilet : 0.9337 0.9521 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] sink : 0.6256 0.7251 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] bathtub : 0.8673 0.9043 +[2025-02-27 13:57:15,254 INFO hook.py line 232 3679208] otherfurniture : 0.5531 0.6702 +[2025-02-27 13:57:15,254 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:57:15,254 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6852/0.7914/0.8843. +[2025-02-27 13:57:15,254 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:57:15,261 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6852 +[2025-02-27 13:57:15,262 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6852 +[2025-02-27 13:57:15,262 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 13:57:42,302 INFO hook.py line 109 3679208] Train: [68/100][50/300] Data 0.004 (0.008) Batch 0.361 (0.368) Remain 01:00:19 loss: 0.1817 Lr: 1.60352e-03 +[2025-02-27 13:58:00,577 INFO hook.py line 109 3679208] Train: [68/100][100/300] Data 0.013 (0.008) Batch 0.350 (0.366) Remain 00:59:51 loss: 0.2665 Lr: 1.58891e-03 +[2025-02-27 13:58:18,109 INFO hook.py line 109 3679208] Train: [68/100][150/300] Data 0.012 (0.008) Batch 0.376 (0.361) Remain 00:58:40 loss: 0.3234 Lr: 1.57435e-03 +[2025-02-27 13:58:36,090 INFO hook.py line 109 3679208] Train: [68/100][200/300] Data 0.010 (0.008) Batch 0.391 (0.361) Remain 00:58:18 loss: 0.3027 Lr: 1.55982e-03 +[2025-02-27 13:58:54,125 INFO hook.py line 109 3679208] Train: [68/100][250/300] Data 0.008 (0.008) Batch 0.305 (0.361) Remain 00:58:00 loss: 0.1109 Lr: 1.54534e-03 +[2025-02-27 13:59:07,580 INFO hook.py line 109 3679208] Train: [68/100][300/300] Data 0.002 (0.008) Batch 0.219 (0.345) Remain 00:55:14 loss: 0.2524 Lr: 1.53091e-03 +[2025-02-27 13:59:07,581 INFO misc.py line 135 3679208] Train result: loss: 0.3825 +[2025-02-27 13:59:07,669 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 13:59:27,755 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1192 +[2025-02-27 13:59:28,292 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6566 +[2025-02-27 13:59:28,628 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3298 +[2025-02-27 13:59:28,691 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4973 +[2025-02-27 13:59:28,740 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2575 +[2025-02-27 13:59:28,793 INFO hook.py line 289 3679208] Test: [6/78] Loss 0.9158 +[2025-02-27 13:59:28,844 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4569 +[2025-02-27 13:59:28,882 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2215 +[2025-02-27 13:59:28,928 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0137 +[2025-02-27 13:59:28,976 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6215 +[2025-02-27 13:59:29,024 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6347 +[2025-02-27 13:59:29,069 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.5913 +[2025-02-27 13:59:29,125 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.2557 +[2025-02-27 13:59:29,172 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.4219 +[2025-02-27 13:59:29,534 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.4160 +[2025-02-27 13:59:29,603 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.4427 +[2025-02-27 13:59:29,640 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5597 +[2025-02-27 13:59:29,677 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.5775 +[2025-02-27 13:59:29,725 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.7616 +[2025-02-27 13:59:29,755 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5074 +[2025-02-27 13:59:29,790 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3241 +[2025-02-27 13:59:29,843 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3023 +[2025-02-27 13:59:29,883 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9226 +[2025-02-27 13:59:29,924 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.6464 +[2025-02-27 13:59:29,973 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8822 +[2025-02-27 13:59:30,018 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4535 +[2025-02-27 13:59:30,067 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2011 +[2025-02-27 13:59:30,113 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3472 +[2025-02-27 13:59:30,150 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3242 +[2025-02-27 13:59:30,218 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5242 +[2025-02-27 13:59:30,274 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5420 +[2025-02-27 13:59:30,309 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5086 +[2025-02-27 13:59:30,368 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1330 +[2025-02-27 13:59:30,410 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8534 +[2025-02-27 13:59:30,449 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3241 +[2025-02-27 13:59:30,499 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8375 +[2025-02-27 13:59:30,549 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5101 +[2025-02-27 13:59:30,589 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2921 +[2025-02-27 13:59:30,657 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.0872 +[2025-02-27 13:59:30,713 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8131 +[2025-02-27 13:59:30,765 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0000 +[2025-02-27 13:59:30,807 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1822 +[2025-02-27 13:59:30,844 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1590 +[2025-02-27 13:59:30,906 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4582 +[2025-02-27 13:59:30,949 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4664 +[2025-02-27 13:59:31,006 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6303 +[2025-02-27 13:59:31,051 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.0775 +[2025-02-27 13:59:31,088 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4828 +[2025-02-27 13:59:31,120 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9469 +[2025-02-27 13:59:31,159 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0439 +[2025-02-27 13:59:31,187 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7527 +[2025-02-27 13:59:31,222 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8310 +[2025-02-27 13:59:31,248 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2125 +[2025-02-27 13:59:31,288 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1619 +[2025-02-27 13:59:31,325 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0633 +[2025-02-27 13:59:31,370 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1768 +[2025-02-27 13:59:31,404 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6218 +[2025-02-27 13:59:31,438 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4526 +[2025-02-27 13:59:31,480 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8152 +[2025-02-27 13:59:31,518 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9322 +[2025-02-27 13:59:31,553 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6210 +[2025-02-27 13:59:31,587 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4252 +[2025-02-27 13:59:31,624 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9535 +[2025-02-27 13:59:31,684 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2537 +[2025-02-27 13:59:31,720 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9596 +[2025-02-27 13:59:31,767 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5722 +[2025-02-27 13:59:31,809 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3745 +[2025-02-27 13:59:31,841 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9082 +[2025-02-27 13:59:31,875 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3262 +[2025-02-27 13:59:31,928 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.1335 +[2025-02-27 13:59:31,971 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7932 +[2025-02-27 13:59:32,021 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2840 +[2025-02-27 13:59:32,069 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2509 +[2025-02-27 13:59:32,108 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.7351 +[2025-02-27 13:59:32,156 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6177 +[2025-02-27 13:59:32,184 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7370 +[2025-02-27 13:59:32,239 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2511 +[2025-02-27 13:59:32,265 INFO hook.py line 289 3679208] Test: [78/78] Loss 1.2910 +[2025-02-27 13:59:33,949 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 13:59:33,949 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 13:59:33,953 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 13:59:33,954 INFO hook.py line 232 3679208] wall : 0.8305 0.9448 +[2025-02-27 13:59:33,954 INFO hook.py line 232 3679208] floor : 0.9562 0.9807 +[2025-02-27 13:59:33,954 INFO hook.py line 232 3679208] cabinet : 0.6092 0.7115 +[2025-02-27 13:59:33,954 INFO hook.py line 232 3679208] bed : 0.7823 0.8698 +[2025-02-27 13:59:33,954 INFO hook.py line 232 3679208] chair : 0.8816 0.9357 +[2025-02-27 13:59:33,954 INFO hook.py line 232 3679208] sofa : 0.7951 0.9272 +[2025-02-27 13:59:33,959 INFO hook.py line 232 3679208] table : 0.6893 0.7842 +[2025-02-27 13:59:33,959 INFO hook.py line 232 3679208] door : 0.6251 0.7429 +[2025-02-27 13:59:33,959 INFO hook.py line 232 3679208] window : 0.5815 0.6917 +[2025-02-27 13:59:33,959 INFO hook.py line 232 3679208] bookshelf : 0.7687 0.8568 +[2025-02-27 13:59:33,959 INFO hook.py line 232 3679208] picture : 0.3096 0.4071 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] counter : 0.6181 0.7242 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] desk : 0.6113 0.7815 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] curtain : 0.6894 0.8220 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] refridgerator : 0.5809 0.6724 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] shower curtain : 0.6800 0.7510 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] toilet : 0.8406 0.9745 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] sink : 0.6219 0.7123 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] bathtub : 0.8528 0.9153 +[2025-02-27 13:59:33,960 INFO hook.py line 232 3679208] otherfurniture : 0.5314 0.6147 +[2025-02-27 13:59:33,960 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 13:59:33,964 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6928/0.7910/0.8895. +[2025-02-27 13:59:33,967 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 13:59:33,988 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6928 +[2025-02-27 13:59:33,989 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 13:59:33,989 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:00:00,027 INFO hook.py line 109 3679208] Train: [69/100][50/300] Data 0.014 (0.010) Batch 0.350 (0.361) Remain 00:57:24 loss: 0.3155 Lr: 1.51651e-03 +[2025-02-27 14:00:18,099 INFO hook.py line 109 3679208] Train: [69/100][100/300] Data 0.012 (0.009) Batch 0.307 (0.361) Remain 00:57:10 loss: 0.2072 Lr: 1.50217e-03 +[2025-02-27 14:00:35,540 INFO hook.py line 109 3679208] Train: [69/100][150/300] Data 0.011 (0.009) Batch 0.285 (0.357) Remain 00:56:12 loss: 0.3419 Lr: 1.48787e-03 +[2025-02-27 14:00:52,790 INFO hook.py line 109 3679208] Train: [69/100][200/300] Data 0.006 (0.009) Batch 0.259 (0.354) Remain 00:55:26 loss: 0.1899 Lr: 1.47361e-03 +[2025-02-27 14:01:08,417 INFO hook.py line 109 3679208] Train: [69/100][250/300] Data 0.005 (0.008) Batch 0.313 (0.346) Remain 00:53:50 loss: 0.1854 Lr: 1.45940e-03 +[2025-02-27 14:01:21,178 INFO hook.py line 109 3679208] Train: [69/100][300/300] Data 0.002 (0.007) Batch 0.192 (0.330) Remain 00:51:11 loss: 0.5783 Lr: 1.44524e-03 +[2025-02-27 14:01:21,179 INFO misc.py line 135 3679208] Train result: loss: 0.3629 +[2025-02-27 14:01:21,265 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:01:40,126 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1253 +[2025-02-27 14:01:40,170 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5960 +[2025-02-27 14:01:40,205 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3432 +[2025-02-27 14:01:40,251 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5120 +[2025-02-27 14:01:40,283 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4071 +[2025-02-27 14:01:40,336 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5580 +[2025-02-27 14:01:40,480 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5057 +[2025-02-27 14:01:40,513 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2076 +[2025-02-27 14:01:41,332 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0876 +[2025-02-27 14:01:41,395 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7090 +[2025-02-27 14:01:41,445 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6078 +[2025-02-27 14:01:41,477 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8937 +[2025-02-27 14:01:41,521 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4577 +[2025-02-27 14:01:41,560 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.2370 +[2025-02-27 14:01:41,595 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2744 +[2025-02-27 14:01:41,636 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1533 +[2025-02-27 14:01:41,670 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.4972 +[2025-02-27 14:01:41,705 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6295 +[2025-02-27 14:01:41,756 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9068 +[2025-02-27 14:01:41,795 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2488 +[2025-02-27 14:01:41,832 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3148 +[2025-02-27 14:01:41,870 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4847 +[2025-02-27 14:01:41,895 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7018 +[2025-02-27 14:01:41,939 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8837 +[2025-02-27 14:01:41,977 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0603 +[2025-02-27 14:01:42,018 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.3948 +[2025-02-27 14:01:42,066 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1733 +[2025-02-27 14:01:42,097 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.6298 +[2025-02-27 14:01:42,124 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3538 +[2025-02-27 14:01:42,174 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5534 +[2025-02-27 14:01:42,232 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4504 +[2025-02-27 14:01:42,270 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4053 +[2025-02-27 14:01:42,321 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2137 +[2025-02-27 14:01:42,366 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0356 +[2025-02-27 14:01:42,401 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3392 +[2025-02-27 14:01:42,439 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0280 +[2025-02-27 14:01:42,490 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6306 +[2025-02-27 14:01:42,520 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2809 +[2025-02-27 14:01:42,581 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5964 +[2025-02-27 14:01:42,625 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7530 +[2025-02-27 14:01:42,675 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0356 +[2025-02-27 14:01:42,712 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1445 +[2025-02-27 14:01:42,755 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1366 +[2025-02-27 14:01:42,815 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4910 +[2025-02-27 14:01:42,854 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6760 +[2025-02-27 14:01:42,898 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6945 +[2025-02-27 14:01:42,934 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7950 +[2025-02-27 14:01:42,965 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4882 +[2025-02-27 14:01:42,996 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0497 +[2025-02-27 14:01:43,026 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1223 +[2025-02-27 14:01:43,057 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6201 +[2025-02-27 14:01:43,091 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.0385 +[2025-02-27 14:01:43,121 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2975 +[2025-02-27 14:01:43,154 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1312 +[2025-02-27 14:01:43,188 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0486 +[2025-02-27 14:01:43,227 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1832 +[2025-02-27 14:01:43,258 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7395 +[2025-02-27 14:01:43,284 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5734 +[2025-02-27 14:01:43,321 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8736 +[2025-02-27 14:01:43,353 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5645 +[2025-02-27 14:01:43,376 INFO hook.py line 289 3679208] Test: [61/78] Loss 1.0198 +[2025-02-27 14:01:43,408 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4139 +[2025-02-27 14:01:43,442 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9823 +[2025-02-27 14:01:43,497 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.5565 +[2025-02-27 14:01:43,522 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8166 +[2025-02-27 14:01:43,560 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5224 +[2025-02-27 14:01:43,595 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.2989 +[2025-02-27 14:01:43,626 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0038 +[2025-02-27 14:01:43,654 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3075 +[2025-02-27 14:01:43,707 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0117 +[2025-02-27 14:01:43,745 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8064 +[2025-02-27 14:01:43,792 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4364 +[2025-02-27 14:01:43,837 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3479 +[2025-02-27 14:01:43,875 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.8333 +[2025-02-27 14:01:43,922 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5076 +[2025-02-27 14:01:43,949 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6375 +[2025-02-27 14:01:44,000 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2571 +[2025-02-27 14:01:44,025 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6107 +[2025-02-27 14:01:45,298 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:01:45,298 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:01:45,298 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] wall : 0.8303 0.9353 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] floor : 0.9584 0.9812 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] cabinet : 0.5956 0.7424 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] bed : 0.8018 0.8536 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] chair : 0.8832 0.9507 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] sofa : 0.8184 0.8845 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] table : 0.6845 0.8060 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] door : 0.6029 0.7137 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] window : 0.5680 0.6881 +[2025-02-27 14:01:45,299 INFO hook.py line 232 3679208] bookshelf : 0.7759 0.8658 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] picture : 0.2947 0.3958 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] counter : 0.5558 0.7826 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] desk : 0.6127 0.7305 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] curtain : 0.6797 0.8485 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] refridgerator : 0.5441 0.5881 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] shower curtain : 0.6488 0.7627 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] toilet : 0.9037 0.9637 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] sink : 0.6120 0.7363 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] bathtub : 0.8005 0.9450 +[2025-02-27 14:01:45,300 INFO hook.py line 232 3679208] otherfurniture : 0.4970 0.6032 +[2025-02-27 14:01:45,300 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:01:45,300 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6834/0.7889/0.8866. +[2025-02-27 14:01:45,301 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:01:45,309 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:01:45,310 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:02:06,769 INFO hook.py line 109 3679208] Train: [70/100][50/300] Data 0.004 (0.006) Batch 0.357 (0.309) Remain 00:47:42 loss: 0.4319 Lr: 1.43113e-03 +[2025-02-27 14:02:25,123 INFO hook.py line 109 3679208] Train: [70/100][100/300] Data 0.011 (0.007) Batch 0.331 (0.339) Remain 00:52:00 loss: 0.6176 Lr: 1.41706e-03 +[2025-02-27 14:02:43,721 INFO hook.py line 109 3679208] Train: [70/100][150/300] Data 0.007 (0.008) Batch 0.300 (0.350) Remain 00:53:25 loss: 0.3838 Lr: 1.40304e-03 +[2025-02-27 14:03:01,673 INFO hook.py line 109 3679208] Train: [70/100][200/300] Data 0.004 (0.008) Batch 0.314 (0.353) Remain 00:53:28 loss: 0.3742 Lr: 1.38907e-03 +[2025-02-27 14:03:19,314 INFO hook.py line 109 3679208] Train: [70/100][250/300] Data 0.009 (0.008) Batch 0.374 (0.353) Remain 00:53:10 loss: 0.4214 Lr: 1.37515e-03 +[2025-02-27 14:03:33,346 INFO hook.py line 109 3679208] Train: [70/100][300/300] Data 0.002 (0.008) Batch 0.204 (0.340) Remain 00:51:04 loss: 0.2863 Lr: 1.36128e-03 +[2025-02-27 14:03:33,348 INFO misc.py line 135 3679208] Train result: loss: 0.3525 +[2025-02-27 14:03:33,432 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:03:54,041 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1362 +[2025-02-27 14:03:54,096 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5338 +[2025-02-27 14:03:54,145 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4484 +[2025-02-27 14:03:54,198 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5461 +[2025-02-27 14:03:54,250 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2813 +[2025-02-27 14:03:54,301 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5039 +[2025-02-27 14:03:54,353 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4328 +[2025-02-27 14:03:54,396 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2826 +[2025-02-27 14:03:54,446 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1092 +[2025-02-27 14:03:55,054 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6220 +[2025-02-27 14:03:55,099 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.7545 +[2025-02-27 14:03:55,145 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1599 +[2025-02-27 14:03:55,200 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3337 +[2025-02-27 14:03:55,249 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.6592 +[2025-02-27 14:03:55,295 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2965 +[2025-02-27 14:03:55,349 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1095 +[2025-02-27 14:03:55,388 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.4748 +[2025-02-27 14:03:55,431 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7821 +[2025-02-27 14:03:55,475 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.7680 +[2025-02-27 14:03:55,515 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3487 +[2025-02-27 14:03:55,560 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2915 +[2025-02-27 14:03:55,604 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3435 +[2025-02-27 14:03:55,645 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7592 +[2025-02-27 14:03:55,694 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.6252 +[2025-02-27 14:03:55,749 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.1079 +[2025-02-27 14:03:55,794 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4507 +[2025-02-27 14:03:55,844 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2153 +[2025-02-27 14:03:55,892 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4422 +[2025-02-27 14:03:55,927 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3545 +[2025-02-27 14:03:55,979 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6244 +[2025-02-27 14:03:56,041 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5456 +[2025-02-27 14:03:56,076 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5731 +[2025-02-27 14:03:56,126 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3998 +[2025-02-27 14:03:56,177 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.8427 +[2025-02-27 14:03:56,224 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3826 +[2025-02-27 14:03:56,266 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.7890 +[2025-02-27 14:03:56,305 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6833 +[2025-02-27 14:03:56,337 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3996 +[2025-02-27 14:03:56,407 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3443 +[2025-02-27 14:03:56,456 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8968 +[2025-02-27 14:03:56,503 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0293 +[2025-02-27 14:03:56,540 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1485 +[2025-02-27 14:03:56,587 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1429 +[2025-02-27 14:03:56,657 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5232 +[2025-02-27 14:03:56,695 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5959 +[2025-02-27 14:03:56,743 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6669 +[2025-02-27 14:03:56,783 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.6712 +[2025-02-27 14:03:56,816 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6805 +[2025-02-27 14:03:56,848 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0974 +[2025-02-27 14:03:56,883 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0813 +[2025-02-27 14:03:56,912 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6758 +[2025-02-27 14:03:56,945 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8717 +[2025-02-27 14:03:56,972 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3199 +[2025-02-27 14:03:57,008 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4047 +[2025-02-27 14:03:57,048 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0449 +[2025-02-27 14:03:57,096 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2215 +[2025-02-27 14:03:57,136 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5778 +[2025-02-27 14:03:57,174 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5162 +[2025-02-27 14:03:57,213 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9135 +[2025-02-27 14:03:57,247 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8373 +[2025-02-27 14:03:57,280 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7346 +[2025-02-27 14:03:57,317 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5332 +[2025-02-27 14:03:57,355 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.7498 +[2025-02-27 14:03:57,418 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.9371 +[2025-02-27 14:03:57,449 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9622 +[2025-02-27 14:03:57,492 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.3837 +[2025-02-27 14:03:57,529 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3683 +[2025-02-27 14:03:57,564 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0693 +[2025-02-27 14:03:57,596 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4333 +[2025-02-27 14:03:57,650 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0075 +[2025-02-27 14:03:57,693 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.1132 +[2025-02-27 14:03:57,745 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5644 +[2025-02-27 14:03:57,792 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2579 +[2025-02-27 14:03:57,834 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9173 +[2025-02-27 14:03:57,883 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6118 +[2025-02-27 14:03:57,911 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7984 +[2025-02-27 14:03:57,966 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2224 +[2025-02-27 14:03:57,999 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5023 +[2025-02-27 14:04:00,076 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:04:00,078 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:04:00,079 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:04:00,079 INFO hook.py line 232 3679208] wall : 0.8320 0.9468 +[2025-02-27 14:04:00,080 INFO hook.py line 232 3679208] floor : 0.9574 0.9826 +[2025-02-27 14:04:00,080 INFO hook.py line 232 3679208] cabinet : 0.6254 0.7491 +[2025-02-27 14:04:00,080 INFO hook.py line 232 3679208] bed : 0.8136 0.8762 +[2025-02-27 14:04:00,081 INFO hook.py line 232 3679208] chair : 0.8910 0.9346 +[2025-02-27 14:04:00,081 INFO hook.py line 232 3679208] sofa : 0.7999 0.9064 +[2025-02-27 14:04:00,081 INFO hook.py line 232 3679208] table : 0.6924 0.8042 +[2025-02-27 14:04:00,081 INFO hook.py line 232 3679208] door : 0.5863 0.7024 +[2025-02-27 14:04:00,081 INFO hook.py line 232 3679208] window : 0.5337 0.6272 +[2025-02-27 14:04:00,081 INFO hook.py line 232 3679208] bookshelf : 0.7741 0.8945 +[2025-02-27 14:04:00,081 INFO hook.py line 232 3679208] picture : 0.2978 0.3909 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] counter : 0.5663 0.7126 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] desk : 0.6244 0.7776 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] curtain : 0.6802 0.7737 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] refridgerator : 0.5427 0.6397 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] shower curtain : 0.6320 0.7707 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] toilet : 0.9025 0.9573 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] sink : 0.6145 0.7132 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] bathtub : 0.8133 0.9190 +[2025-02-27 14:04:00,082 INFO hook.py line 232 3679208] otherfurniture : 0.5543 0.6357 +[2025-02-27 14:04:00,082 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:04:00,083 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6867/0.7857/0.8895. +[2025-02-27 14:04:00,083 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:04:00,093 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:04:00,097 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:04:26,093 INFO hook.py line 109 3679208] Train: [71/100][50/300] Data 0.003 (0.008) Batch 0.384 (0.368) Remain 00:54:55 loss: 0.2320 Lr: 1.34746e-03 +[2025-02-27 14:04:44,036 INFO hook.py line 109 3679208] Train: [71/100][100/300] Data 0.006 (0.007) Batch 0.385 (0.363) Remain 00:53:54 loss: 0.6967 Lr: 1.33396e-03 +[2025-02-27 14:05:02,068 INFO hook.py line 109 3679208] Train: [71/100][150/300] Data 0.013 (0.007) Batch 0.404 (0.362) Remain 00:53:27 loss: 0.4921 Lr: 1.32024e-03 +[2025-02-27 14:05:19,692 INFO hook.py line 109 3679208] Train: [71/100][200/300] Data 0.011 (0.007) Batch 0.359 (0.360) Remain 00:52:47 loss: 0.3415 Lr: 1.30657e-03 +[2025-02-27 14:05:37,849 INFO hook.py line 109 3679208] Train: [71/100][250/300] Data 0.004 (0.007) Batch 0.621 (0.361) Remain 00:52:35 loss: 0.2024 Lr: 1.29295e-03 +[2025-02-27 14:05:49,816 INFO hook.py line 109 3679208] Train: [71/100][300/300] Data 0.001 (0.007) Batch 0.193 (0.340) Remain 00:49:19 loss: 0.3418 Lr: 1.27938e-03 +[2025-02-27 14:05:49,817 INFO misc.py line 135 3679208] Train result: loss: 0.3361 +[2025-02-27 14:05:49,895 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:06:08,748 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1679 +[2025-02-27 14:06:08,983 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4144 +[2025-02-27 14:06:09,024 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3688 +[2025-02-27 14:06:09,152 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4854 +[2025-02-27 14:06:09,184 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.6458 +[2025-02-27 14:06:09,250 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.9931 +[2025-02-27 14:06:09,359 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4035 +[2025-02-27 14:06:09,386 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2626 +[2025-02-27 14:06:09,451 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0999 +[2025-02-27 14:06:09,481 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6830 +[2025-02-27 14:06:09,753 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5584 +[2025-02-27 14:06:09,791 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9245 +[2025-02-27 14:06:09,842 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.9442 +[2025-02-27 14:06:09,882 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.6811 +[2025-02-27 14:06:09,926 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3581 +[2025-02-27 14:06:09,969 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2546 +[2025-02-27 14:06:10,005 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5522 +[2025-02-27 14:06:10,037 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6968 +[2025-02-27 14:06:10,081 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.2268 +[2025-02-27 14:06:10,113 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2691 +[2025-02-27 14:06:10,146 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2578 +[2025-02-27 14:06:10,190 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2063 +[2025-02-27 14:06:10,220 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8899 +[2025-02-27 14:06:10,261 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7548 +[2025-02-27 14:06:10,307 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0110 +[2025-02-27 14:06:10,351 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5309 +[2025-02-27 14:06:10,398 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.7163 +[2025-02-27 14:06:10,431 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4027 +[2025-02-27 14:06:10,460 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2371 +[2025-02-27 14:06:10,513 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6128 +[2025-02-27 14:06:10,567 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3892 +[2025-02-27 14:06:10,601 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.3957 +[2025-02-27 14:06:10,652 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2503 +[2025-02-27 14:06:10,694 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.7559 +[2025-02-27 14:06:10,729 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3743 +[2025-02-27 14:06:10,764 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8965 +[2025-02-27 14:06:10,803 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6343 +[2025-02-27 14:06:10,833 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2662 +[2025-02-27 14:06:10,891 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4133 +[2025-02-27 14:06:10,938 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5464 +[2025-02-27 14:06:10,988 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1320 +[2025-02-27 14:06:11,025 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1510 +[2025-02-27 14:06:11,066 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1635 +[2025-02-27 14:06:11,120 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5094 +[2025-02-27 14:06:11,158 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4025 +[2025-02-27 14:06:11,202 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7133 +[2025-02-27 14:06:11,239 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2192 +[2025-02-27 14:06:11,269 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4728 +[2025-02-27 14:06:11,300 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8274 +[2025-02-27 14:06:11,335 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.5120 +[2025-02-27 14:06:11,369 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.6883 +[2025-02-27 14:06:11,400 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8986 +[2025-02-27 14:06:11,424 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3824 +[2025-02-27 14:06:11,457 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4344 +[2025-02-27 14:06:11,493 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0470 +[2025-02-27 14:06:11,531 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2022 +[2025-02-27 14:06:11,563 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6211 +[2025-02-27 14:06:11,590 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5499 +[2025-02-27 14:06:11,626 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8095 +[2025-02-27 14:06:11,657 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5888 +[2025-02-27 14:06:11,684 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7564 +[2025-02-27 14:06:11,716 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4898 +[2025-02-27 14:06:11,752 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9843 +[2025-02-27 14:06:11,806 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.6365 +[2025-02-27 14:06:11,832 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0178 +[2025-02-27 14:06:11,873 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5556 +[2025-02-27 14:06:11,910 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5049 +[2025-02-27 14:06:11,942 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.1675 +[2025-02-27 14:06:11,971 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3392 +[2025-02-27 14:06:12,024 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2095 +[2025-02-27 14:06:12,065 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.6826 +[2025-02-27 14:06:12,116 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4903 +[2025-02-27 14:06:12,161 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4093 +[2025-02-27 14:06:12,203 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1289 +[2025-02-27 14:06:12,253 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7345 +[2025-02-27 14:06:12,284 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8309 +[2025-02-27 14:06:12,336 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4696 +[2025-02-27 14:06:12,365 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4467 +[2025-02-27 14:06:13,892 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:06:13,892 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:06:13,896 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] wall : 0.8199 0.9356 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] floor : 0.9576 0.9846 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] cabinet : 0.5955 0.7167 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] bed : 0.7891 0.8153 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] chair : 0.8855 0.9402 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] sofa : 0.8301 0.9156 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] table : 0.6941 0.7807 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] door : 0.6156 0.7948 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] window : 0.5463 0.6965 +[2025-02-27 14:06:13,897 INFO hook.py line 232 3679208] bookshelf : 0.7589 0.8311 +[2025-02-27 14:06:13,898 INFO hook.py line 232 3679208] picture : 0.2850 0.3800 +[2025-02-27 14:06:13,898 INFO hook.py line 232 3679208] counter : 0.4807 0.5692 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] desk : 0.6003 0.8246 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] curtain : 0.6268 0.6702 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] refridgerator : 0.5228 0.5764 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] shower curtain : 0.6076 0.6941 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] toilet : 0.8946 0.9574 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] sink : 0.6260 0.7219 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] bathtub : 0.8790 0.8948 +[2025-02-27 14:06:13,899 INFO hook.py line 232 3679208] otherfurniture : 0.5228 0.6076 +[2025-02-27 14:06:13,899 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:06:13,899 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6769/0.7654/0.8842. +[2025-02-27 14:06:13,900 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:06:13,906 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:06:13,906 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:06:35,372 INFO hook.py line 109 3679208] Train: [72/100][50/300] Data 0.008 (0.006) Batch 0.341 (0.285) Remain 00:41:01 loss: 0.3895 Lr: 1.26587e-03 +[2025-02-27 14:06:48,215 INFO hook.py line 109 3679208] Train: [72/100][100/300] Data 0.002 (0.004) Batch 0.268 (0.270) Remain 00:38:44 loss: 0.4731 Lr: 1.25240e-03 +[2025-02-27 14:07:05,901 INFO hook.py line 109 3679208] Train: [72/100][150/300] Data 0.009 (0.005) Batch 0.283 (0.299) Remain 00:42:33 loss: 0.3975 Lr: 1.23899e-03 +[2025-02-27 14:07:23,635 INFO hook.py line 109 3679208] Train: [72/100][200/300] Data 0.008 (0.006) Batch 0.303 (0.313) Remain 00:44:19 loss: 0.3413 Lr: 1.22564e-03 +[2025-02-27 14:07:41,462 INFO hook.py line 109 3679208] Train: [72/100][250/300] Data 0.008 (0.007) Batch 0.379 (0.322) Remain 00:45:18 loss: 0.2451 Lr: 1.21234e-03 +[2025-02-27 14:07:55,080 INFO hook.py line 109 3679208] Train: [72/100][300/300] Data 0.002 (0.006) Batch 0.191 (0.313) Remain 00:43:52 loss: 0.4443 Lr: 1.19909e-03 +[2025-02-27 14:07:55,081 INFO misc.py line 135 3679208] Train result: loss: 0.3372 +[2025-02-27 14:07:55,172 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:08:14,592 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1361 +[2025-02-27 14:08:14,667 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5197 +[2025-02-27 14:08:15,081 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5566 +[2025-02-27 14:08:15,469 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4917 +[2025-02-27 14:08:15,518 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2053 +[2025-02-27 14:08:15,581 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7643 +[2025-02-27 14:08:15,637 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5314 +[2025-02-27 14:08:15,682 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2618 +[2025-02-27 14:08:15,733 INFO hook.py line 289 3679208] Test: [9/78] Loss 0.9925 +[2025-02-27 14:08:15,777 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6843 +[2025-02-27 14:08:15,961 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.3985 +[2025-02-27 14:08:16,004 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9127 +[2025-02-27 14:08:16,060 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6186 +[2025-02-27 14:08:16,104 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.7665 +[2025-02-27 14:08:16,152 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2964 +[2025-02-27 14:08:16,201 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.3185 +[2025-02-27 14:08:16,245 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5878 +[2025-02-27 14:08:16,294 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7640 +[2025-02-27 14:08:16,338 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1096 +[2025-02-27 14:08:16,383 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4734 +[2025-02-27 14:08:16,424 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2657 +[2025-02-27 14:08:16,464 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2514 +[2025-02-27 14:08:16,492 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7878 +[2025-02-27 14:08:16,534 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8648 +[2025-02-27 14:08:16,581 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6250 +[2025-02-27 14:08:16,626 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4559 +[2025-02-27 14:08:16,675 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.6371 +[2025-02-27 14:08:16,713 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3828 +[2025-02-27 14:08:16,760 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2627 +[2025-02-27 14:08:16,812 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.3641 +[2025-02-27 14:08:16,873 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3603 +[2025-02-27 14:08:16,927 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5065 +[2025-02-27 14:08:16,978 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2168 +[2025-02-27 14:08:17,028 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9516 +[2025-02-27 14:08:17,081 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3805 +[2025-02-27 14:08:17,126 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9297 +[2025-02-27 14:08:17,177 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5182 +[2025-02-27 14:08:17,225 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2787 +[2025-02-27 14:08:17,293 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8299 +[2025-02-27 14:08:17,353 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.0870 +[2025-02-27 14:08:17,408 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9781 +[2025-02-27 14:08:17,445 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1645 +[2025-02-27 14:08:17,483 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1803 +[2025-02-27 14:08:17,538 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4428 +[2025-02-27 14:08:17,573 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6688 +[2025-02-27 14:08:17,626 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6746 +[2025-02-27 14:08:17,664 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8961 +[2025-02-27 14:08:17,699 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.3573 +[2025-02-27 14:08:17,732 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8881 +[2025-02-27 14:08:17,765 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0748 +[2025-02-27 14:08:17,798 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.5648 +[2025-02-27 14:08:17,832 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8461 +[2025-02-27 14:08:17,859 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3113 +[2025-02-27 14:08:17,893 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3133 +[2025-02-27 14:08:17,929 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0477 +[2025-02-27 14:08:17,967 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1684 +[2025-02-27 14:08:18,001 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6962 +[2025-02-27 14:08:18,032 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.7087 +[2025-02-27 14:08:18,074 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7942 +[2025-02-27 14:08:18,106 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5327 +[2025-02-27 14:08:18,130 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7808 +[2025-02-27 14:08:18,164 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4903 +[2025-02-27 14:08:18,200 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9778 +[2025-02-27 14:08:18,256 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.1788 +[2025-02-27 14:08:18,286 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9786 +[2025-02-27 14:08:18,325 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4081 +[2025-02-27 14:08:18,363 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3553 +[2025-02-27 14:08:18,395 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0682 +[2025-02-27 14:08:18,425 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4068 +[2025-02-27 14:08:18,479 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9903 +[2025-02-27 14:08:18,520 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0950 +[2025-02-27 14:08:18,571 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4192 +[2025-02-27 14:08:18,620 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4511 +[2025-02-27 14:08:18,659 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0383 +[2025-02-27 14:08:18,707 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6413 +[2025-02-27 14:08:18,736 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6261 +[2025-02-27 14:08:18,792 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3673 +[2025-02-27 14:08:18,828 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5072 +[2025-02-27 14:08:20,370 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:08:20,371 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:08:20,371 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:08:20,372 INFO hook.py line 232 3679208] wall : 0.8290 0.9313 +[2025-02-27 14:08:20,372 INFO hook.py line 232 3679208] floor : 0.9593 0.9832 +[2025-02-27 14:08:20,372 INFO hook.py line 232 3679208] cabinet : 0.6201 0.7269 +[2025-02-27 14:08:20,372 INFO hook.py line 232 3679208] bed : 0.7891 0.8565 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] chair : 0.8828 0.9165 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] sofa : 0.7886 0.9301 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] table : 0.6913 0.8320 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] door : 0.6179 0.7322 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] window : 0.5618 0.7851 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] bookshelf : 0.7819 0.8750 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] picture : 0.2910 0.4068 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] counter : 0.6033 0.7897 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] desk : 0.6128 0.7466 +[2025-02-27 14:08:20,377 INFO hook.py line 232 3679208] curtain : 0.6647 0.7441 +[2025-02-27 14:08:20,378 INFO hook.py line 232 3679208] refridgerator : 0.5812 0.6115 +[2025-02-27 14:08:20,378 INFO hook.py line 232 3679208] shower curtain : 0.6303 0.6933 +[2025-02-27 14:08:20,378 INFO hook.py line 232 3679208] toilet : 0.8989 0.9666 +[2025-02-27 14:08:20,378 INFO hook.py line 232 3679208] sink : 0.6054 0.6443 +[2025-02-27 14:08:20,378 INFO hook.py line 232 3679208] bathtub : 0.8825 0.9008 +[2025-02-27 14:08:20,378 INFO hook.py line 232 3679208] otherfurniture : 0.5273 0.6211 +[2025-02-27 14:08:20,378 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:08:20,378 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6910/0.7847/0.8879. +[2025-02-27 14:08:20,379 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:08:20,390 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:08:20,391 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:08:46,709 INFO hook.py line 109 3679208] Train: [73/100][50/300] Data 0.008 (0.010) Batch 0.389 (0.354) Remain 00:49:14 loss: 0.2462 Lr: 1.18589e-03 +[2025-02-27 14:09:04,633 INFO hook.py line 109 3679208] Train: [73/100][100/300] Data 0.007 (0.009) Batch 0.392 (0.356) Remain 00:49:16 loss: 0.4147 Lr: 1.17276e-03 +[2025-02-27 14:09:22,614 INFO hook.py line 109 3679208] Train: [73/100][150/300] Data 0.004 (0.009) Batch 0.383 (0.357) Remain 00:49:08 loss: 0.2871 Lr: 1.15967e-03 +[2025-02-27 14:09:40,407 INFO hook.py line 109 3679208] Train: [73/100][200/300] Data 0.012 (0.009) Batch 0.350 (0.357) Remain 00:48:47 loss: 0.3074 Lr: 1.14665e-03 +[2025-02-27 14:09:58,674 INFO hook.py line 109 3679208] Train: [73/100][250/300] Data 0.004 (0.009) Batch 0.287 (0.359) Remain 00:48:43 loss: 0.1280 Lr: 1.13368e-03 +[2025-02-27 14:10:12,265 INFO hook.py line 109 3679208] Train: [73/100][300/300] Data 0.003 (0.008) Batch 0.227 (0.344) Remain 00:46:26 loss: 0.2813 Lr: 1.12076e-03 +[2025-02-27 14:10:12,266 INFO misc.py line 135 3679208] Train result: loss: 0.3304 +[2025-02-27 14:10:12,360 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:10:30,565 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1220 +[2025-02-27 14:10:30,972 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6044 +[2025-02-27 14:10:31,011 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.6883 +[2025-02-27 14:10:31,065 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4959 +[2025-02-27 14:10:31,107 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3117 +[2025-02-27 14:10:31,155 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5749 +[2025-02-27 14:10:31,202 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3371 +[2025-02-27 14:10:31,237 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2530 +[2025-02-27 14:10:31,289 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1045 +[2025-02-27 14:10:31,329 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7771 +[2025-02-27 14:10:31,372 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5226 +[2025-02-27 14:10:31,416 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8523 +[2025-02-27 14:10:31,469 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3022 +[2025-02-27 14:10:31,515 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1836 +[2025-02-27 14:10:31,558 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.5981 +[2025-02-27 14:10:31,602 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.2086 +[2025-02-27 14:10:31,641 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.4904 +[2025-02-27 14:10:31,682 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6665 +[2025-02-27 14:10:31,729 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.3462 +[2025-02-27 14:10:31,771 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5227 +[2025-02-27 14:10:31,806 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3612 +[2025-02-27 14:10:31,846 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3432 +[2025-02-27 14:10:31,884 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7203 +[2025-02-27 14:10:31,933 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.6708 +[2025-02-27 14:10:31,978 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0307 +[2025-02-27 14:10:32,021 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6133 +[2025-02-27 14:10:32,069 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.4376 +[2025-02-27 14:10:32,103 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3232 +[2025-02-27 14:10:32,136 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2997 +[2025-02-27 14:10:32,190 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4338 +[2025-02-27 14:10:32,244 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4178 +[2025-02-27 14:10:32,284 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5933 +[2025-02-27 14:10:32,335 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2492 +[2025-02-27 14:10:32,379 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1331 +[2025-02-27 14:10:32,414 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3969 +[2025-02-27 14:10:32,452 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9131 +[2025-02-27 14:10:32,488 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5546 +[2025-02-27 14:10:32,515 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2379 +[2025-02-27 14:10:32,573 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.0967 +[2025-02-27 14:10:32,628 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8322 +[2025-02-27 14:10:32,675 INFO hook.py line 289 3679208] Test: [41/78] Loss 0.9495 +[2025-02-27 14:10:32,710 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1592 +[2025-02-27 14:10:32,750 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1373 +[2025-02-27 14:10:32,801 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4994 +[2025-02-27 14:10:32,841 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5339 +[2025-02-27 14:10:32,891 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7396 +[2025-02-27 14:10:32,935 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.4042 +[2025-02-27 14:10:32,969 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.3994 +[2025-02-27 14:10:32,999 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8305 +[2025-02-27 14:10:33,029 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1882 +[2025-02-27 14:10:33,056 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.3379 +[2025-02-27 14:10:33,087 INFO hook.py line 289 3679208] Test: [52/78] Loss 1.1214 +[2025-02-27 14:10:33,112 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3742 +[2025-02-27 14:10:33,145 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3431 +[2025-02-27 14:10:33,180 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0451 +[2025-02-27 14:10:33,218 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1644 +[2025-02-27 14:10:33,249 INFO hook.py line 289 3679208] Test: [57/78] Loss 1.1404 +[2025-02-27 14:10:33,275 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5092 +[2025-02-27 14:10:33,311 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7058 +[2025-02-27 14:10:33,343 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8882 +[2025-02-27 14:10:33,367 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7710 +[2025-02-27 14:10:33,399 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4654 +[2025-02-27 14:10:33,433 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1967 +[2025-02-27 14:10:33,486 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.1749 +[2025-02-27 14:10:33,513 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8587 +[2025-02-27 14:10:33,552 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.8481 +[2025-02-27 14:10:33,589 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3638 +[2025-02-27 14:10:33,620 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0181 +[2025-02-27 14:10:33,649 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4327 +[2025-02-27 14:10:33,707 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9109 +[2025-02-27 14:10:33,748 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9208 +[2025-02-27 14:10:33,797 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2815 +[2025-02-27 14:10:33,845 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3519 +[2025-02-27 14:10:33,884 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9949 +[2025-02-27 14:10:33,931 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5141 +[2025-02-27 14:10:33,958 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7586 +[2025-02-27 14:10:34,011 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2324 +[2025-02-27 14:10:34,037 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4858 +[2025-02-27 14:10:35,382 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:10:35,383 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:10:35,383 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] wall : 0.8353 0.9414 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] floor : 0.9574 0.9781 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] cabinet : 0.5950 0.7798 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] bed : 0.7862 0.8258 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] chair : 0.8699 0.9554 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] sofa : 0.7958 0.8693 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] table : 0.6973 0.8120 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] door : 0.6265 0.7404 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] window : 0.5862 0.7255 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] bookshelf : 0.7306 0.8747 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] picture : 0.3034 0.3652 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] counter : 0.4973 0.5526 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] desk : 0.5897 0.7745 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] curtain : 0.6779 0.7353 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] refridgerator : 0.5696 0.6783 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] shower curtain : 0.6177 0.6731 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] toilet : 0.8923 0.9650 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] sink : 0.6112 0.6847 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] bathtub : 0.8745 0.9568 +[2025-02-27 14:10:35,383 INFO hook.py line 232 3679208] otherfurniture : 0.5259 0.5845 +[2025-02-27 14:10:35,383 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:10:35,383 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6820/0.7736/0.8879. +[2025-02-27 14:10:35,384 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:10:35,391 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:10:35,391 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:10:58,453 INFO hook.py line 109 3679208] Train: [74/100][50/300] Data 0.005 (0.009) Batch 0.306 (0.328) Remain 00:44:00 loss: 0.2502 Lr: 1.10791e-03 +[2025-02-27 14:11:14,213 INFO hook.py line 109 3679208] Train: [74/100][100/300] Data 0.006 (0.007) Batch 0.301 (0.321) Remain 00:42:51 loss: 0.4491 Lr: 1.09511e-03 +[2025-02-27 14:11:30,196 INFO hook.py line 109 3679208] Train: [74/100][150/300] Data 0.002 (0.006) Batch 0.312 (0.321) Remain 00:42:30 loss: 0.1667 Lr: 1.08237e-03 +[2025-02-27 14:11:44,706 INFO hook.py line 109 3679208] Train: [74/100][200/300] Data 0.003 (0.006) Batch 0.242 (0.313) Remain 00:41:12 loss: 0.3561 Lr: 1.06968e-03 +[2025-02-27 14:11:58,459 INFO hook.py line 109 3679208] Train: [74/100][250/300] Data 0.004 (0.006) Batch 0.236 (0.305) Remain 00:39:57 loss: 0.3941 Lr: 1.05706e-03 +[2025-02-27 14:12:10,137 INFO hook.py line 109 3679208] Train: [74/100][300/300] Data 0.002 (0.005) Batch 0.195 (0.293) Remain 00:38:07 loss: 0.3111 Lr: 1.04449e-03 +[2025-02-27 14:12:10,137 INFO misc.py line 135 3679208] Train result: loss: 0.3303 +[2025-02-27 14:12:10,210 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:12:29,308 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1250 +[2025-02-27 14:12:30,495 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.7341 +[2025-02-27 14:12:30,549 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4670 +[2025-02-27 14:12:30,607 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5099 +[2025-02-27 14:12:30,841 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3169 +[2025-02-27 14:12:31,068 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7154 +[2025-02-27 14:12:31,133 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3175 +[2025-02-27 14:12:31,214 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2883 +[2025-02-27 14:12:31,271 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.3366 +[2025-02-27 14:12:31,324 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5689 +[2025-02-27 14:12:31,368 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5321 +[2025-02-27 14:12:31,410 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8192 +[2025-02-27 14:12:31,457 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.0961 +[2025-02-27 14:12:31,496 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0735 +[2025-02-27 14:12:31,542 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.1416 +[2025-02-27 14:12:32,124 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1234 +[2025-02-27 14:12:32,179 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6564 +[2025-02-27 14:12:32,223 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6874 +[2025-02-27 14:12:32,270 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0182 +[2025-02-27 14:12:32,313 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4142 +[2025-02-27 14:12:32,359 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2788 +[2025-02-27 14:12:32,407 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2217 +[2025-02-27 14:12:32,461 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6296 +[2025-02-27 14:12:32,514 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7309 +[2025-02-27 14:12:32,567 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.5275 +[2025-02-27 14:12:32,621 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5237 +[2025-02-27 14:12:32,671 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3714 +[2025-02-27 14:12:32,720 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3533 +[2025-02-27 14:12:32,767 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3092 +[2025-02-27 14:12:32,820 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.8576 +[2025-02-27 14:12:32,887 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4955 +[2025-02-27 14:12:32,929 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6204 +[2025-02-27 14:12:32,985 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2690 +[2025-02-27 14:12:33,036 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0575 +[2025-02-27 14:12:33,084 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3637 +[2025-02-27 14:12:33,128 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0819 +[2025-02-27 14:12:33,177 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.9031 +[2025-02-27 14:12:33,213 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3105 +[2025-02-27 14:12:33,281 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5866 +[2025-02-27 14:12:33,334 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.6272 +[2025-02-27 14:12:33,380 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1664 +[2025-02-27 14:12:33,418 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1486 +[2025-02-27 14:12:33,466 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1500 +[2025-02-27 14:12:33,521 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4289 +[2025-02-27 14:12:33,559 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5520 +[2025-02-27 14:12:33,606 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7444 +[2025-02-27 14:12:33,646 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.7052 +[2025-02-27 14:12:33,689 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5071 +[2025-02-27 14:12:33,728 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8215 +[2025-02-27 14:12:33,763 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0973 +[2025-02-27 14:12:33,792 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.0416 +[2025-02-27 14:12:33,826 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8582 +[2025-02-27 14:12:33,851 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2213 +[2025-02-27 14:12:33,885 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.1909 +[2025-02-27 14:12:33,921 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0486 +[2025-02-27 14:12:33,959 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1557 +[2025-02-27 14:12:33,990 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.4467 +[2025-02-27 14:12:34,018 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5607 +[2025-02-27 14:12:34,058 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9736 +[2025-02-27 14:12:34,091 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9072 +[2025-02-27 14:12:34,115 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6507 +[2025-02-27 14:12:34,149 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5190 +[2025-02-27 14:12:34,190 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.2833 +[2025-02-27 14:12:34,243 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4175 +[2025-02-27 14:12:34,270 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0137 +[2025-02-27 14:12:34,311 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.3759 +[2025-02-27 14:12:34,349 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.5572 +[2025-02-27 14:12:34,381 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9314 +[2025-02-27 14:12:34,409 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.2964 +[2025-02-27 14:12:34,468 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0645 +[2025-02-27 14:12:34,509 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9052 +[2025-02-27 14:12:34,560 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4985 +[2025-02-27 14:12:34,609 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3713 +[2025-02-27 14:12:34,650 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.7990 +[2025-02-27 14:12:34,698 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6273 +[2025-02-27 14:12:34,729 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6735 +[2025-02-27 14:12:34,783 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2999 +[2025-02-27 14:12:34,811 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.4545 +[2025-02-27 14:12:36,506 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:12:36,506 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:12:36,507 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] wall : 0.8339 0.9410 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] floor : 0.9593 0.9820 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] cabinet : 0.5919 0.8201 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] bed : 0.7968 0.8711 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] chair : 0.8922 0.9343 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] sofa : 0.8187 0.9029 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] table : 0.7114 0.7910 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] door : 0.6109 0.6925 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] window : 0.5746 0.6930 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] bookshelf : 0.7676 0.8529 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] picture : 0.3040 0.3747 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] counter : 0.5678 0.6772 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] desk : 0.6101 0.8033 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] curtain : 0.6379 0.7869 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] refridgerator : 0.5612 0.6228 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] shower curtain : 0.6098 0.7251 +[2025-02-27 14:12:36,507 INFO hook.py line 232 3679208] toilet : 0.9015 0.9576 +[2025-02-27 14:12:36,508 INFO hook.py line 232 3679208] sink : 0.6366 0.7221 +[2025-02-27 14:12:36,508 INFO hook.py line 232 3679208] bathtub : 0.8799 0.9298 +[2025-02-27 14:12:36,508 INFO hook.py line 232 3679208] otherfurniture : 0.5464 0.6278 +[2025-02-27 14:12:36,508 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:12:36,508 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6906/0.7854/0.8900. +[2025-02-27 14:12:36,508 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:12:36,517 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:12:36,517 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:13:03,242 INFO hook.py line 109 3679208] Train: [75/100][50/300] Data 0.014 (0.010) Batch 0.411 (0.377) Remain 00:48:42 loss: 0.3241 Lr: 1.03199e-03 +[2025-02-27 14:13:21,827 INFO hook.py line 109 3679208] Train: [75/100][100/300] Data 0.012 (0.009) Batch 0.408 (0.374) Remain 00:48:02 loss: 0.1041 Lr: 1.01954e-03 +[2025-02-27 14:13:39,853 INFO hook.py line 109 3679208] Train: [75/100][150/300] Data 0.004 (0.009) Batch 0.337 (0.370) Remain 00:47:07 loss: 0.1026 Lr: 1.00715e-03 +[2025-02-27 14:13:57,521 INFO hook.py line 109 3679208] Train: [75/100][200/300] Data 0.009 (0.009) Batch 0.388 (0.365) Remain 00:46:17 loss: 0.3732 Lr: 9.94830e-04 +[2025-02-27 14:14:15,535 INFO hook.py line 109 3679208] Train: [75/100][250/300] Data 0.006 (0.009) Batch 0.490 (0.364) Remain 00:45:51 loss: 0.3492 Lr: 9.82565e-04 +[2025-02-27 14:14:29,234 INFO hook.py line 109 3679208] Train: [75/100][300/300] Data 0.002 (0.008) Batch 0.215 (0.349) Remain 00:43:39 loss: 0.3439 Lr: 9.70362e-04 +[2025-02-27 14:14:29,234 INFO misc.py line 135 3679208] Train result: loss: 0.3029 +[2025-02-27 14:14:29,309 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:14:48,915 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1151 +[2025-02-27 14:14:49,017 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.6001 +[2025-02-27 14:14:49,060 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5692 +[2025-02-27 14:14:49,307 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5012 +[2025-02-27 14:14:49,352 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2525 +[2025-02-27 14:14:49,406 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7286 +[2025-02-27 14:14:49,462 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4250 +[2025-02-27 14:14:50,145 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2733 +[2025-02-27 14:14:50,197 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1623 +[2025-02-27 14:14:50,235 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7969 +[2025-02-27 14:14:50,294 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6053 +[2025-02-27 14:14:50,326 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8802 +[2025-02-27 14:14:50,372 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.7142 +[2025-02-27 14:14:50,412 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.5016 +[2025-02-27 14:14:50,452 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3240 +[2025-02-27 14:14:50,511 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1015 +[2025-02-27 14:14:50,555 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5982 +[2025-02-27 14:14:50,595 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7489 +[2025-02-27 14:14:50,643 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9719 +[2025-02-27 14:14:50,675 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.2828 +[2025-02-27 14:14:50,718 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2269 +[2025-02-27 14:14:50,777 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4170 +[2025-02-27 14:14:50,833 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6702 +[2025-02-27 14:14:50,883 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7750 +[2025-02-27 14:14:50,934 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.1448 +[2025-02-27 14:14:50,980 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6234 +[2025-02-27 14:14:51,035 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5261 +[2025-02-27 14:14:51,081 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4505 +[2025-02-27 14:14:51,130 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3328 +[2025-02-27 14:14:51,183 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6938 +[2025-02-27 14:14:51,250 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5175 +[2025-02-27 14:14:51,303 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4683 +[2025-02-27 14:14:51,362 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2274 +[2025-02-27 14:14:51,404 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0720 +[2025-02-27 14:14:51,454 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3730 +[2025-02-27 14:14:51,511 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9760 +[2025-02-27 14:14:51,560 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6210 +[2025-02-27 14:14:51,611 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2489 +[2025-02-27 14:14:51,673 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2988 +[2025-02-27 14:14:51,736 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.0646 +[2025-02-27 14:14:51,788 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0051 +[2025-02-27 14:14:51,830 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1325 +[2025-02-27 14:14:51,888 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1397 +[2025-02-27 14:14:51,950 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5088 +[2025-02-27 14:14:51,989 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6718 +[2025-02-27 14:14:52,043 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6472 +[2025-02-27 14:14:52,088 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.3827 +[2025-02-27 14:14:52,138 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5640 +[2025-02-27 14:14:52,186 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0230 +[2025-02-27 14:14:52,226 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9311 +[2025-02-27 14:14:52,267 INFO hook.py line 289 3679208] Test: [51/78] Loss 1.3906 +[2025-02-27 14:14:52,328 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9369 +[2025-02-27 14:14:52,365 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2960 +[2025-02-27 14:14:52,405 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4800 +[2025-02-27 14:14:52,449 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0532 +[2025-02-27 14:14:52,488 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1895 +[2025-02-27 14:14:52,520 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.4224 +[2025-02-27 14:14:52,545 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4192 +[2025-02-27 14:14:52,583 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9523 +[2025-02-27 14:14:52,621 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6059 +[2025-02-27 14:14:52,646 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6254 +[2025-02-27 14:14:52,678 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5821 +[2025-02-27 14:14:52,715 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8575 +[2025-02-27 14:14:52,769 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.1463 +[2025-02-27 14:14:52,795 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.7434 +[2025-02-27 14:14:52,834 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4163 +[2025-02-27 14:14:52,872 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4935 +[2025-02-27 14:14:52,905 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9827 +[2025-02-27 14:14:52,934 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3499 +[2025-02-27 14:14:52,987 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0361 +[2025-02-27 14:14:53,033 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8462 +[2025-02-27 14:14:53,083 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.5372 +[2025-02-27 14:14:53,132 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4824 +[2025-02-27 14:14:53,181 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1211 +[2025-02-27 14:14:53,228 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7560 +[2025-02-27 14:14:53,256 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9242 +[2025-02-27 14:14:53,310 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2839 +[2025-02-27 14:14:53,338 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5211 +[2025-02-27 14:14:54,736 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:14:54,736 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:14:54,736 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:14:54,736 INFO hook.py line 232 3679208] wall : 0.8307 0.9455 +[2025-02-27 14:14:54,736 INFO hook.py line 232 3679208] floor : 0.9511 0.9861 +[2025-02-27 14:14:54,736 INFO hook.py line 232 3679208] cabinet : 0.6234 0.7501 +[2025-02-27 14:14:54,736 INFO hook.py line 232 3679208] bed : 0.7925 0.8691 +[2025-02-27 14:14:54,736 INFO hook.py line 232 3679208] chair : 0.8855 0.9338 +[2025-02-27 14:14:54,736 INFO hook.py line 232 3679208] sofa : 0.8363 0.9121 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] table : 0.6922 0.7454 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] door : 0.6070 0.7409 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] window : 0.5652 0.6815 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] bookshelf : 0.7472 0.8603 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] picture : 0.3361 0.4580 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] counter : 0.5756 0.7390 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] desk : 0.6176 0.8169 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] curtain : 0.6872 0.7808 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] refridgerator : 0.5935 0.6679 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] shower curtain : 0.5565 0.5992 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] toilet : 0.9117 0.9621 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] sink : 0.6039 0.6726 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] bathtub : 0.8784 0.9143 +[2025-02-27 14:14:54,737 INFO hook.py line 232 3679208] otherfurniture : 0.5269 0.5886 +[2025-02-27 14:14:54,737 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:14:54,737 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6909/0.7812/0.8888. +[2025-02-27 14:14:54,738 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:14:54,740 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:14:54,740 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:15:21,120 INFO hook.py line 109 3679208] Train: [76/100][50/300] Data 0.003 (0.010) Batch 0.269 (0.358) Remain 00:44:23 loss: 0.5339 Lr: 9.58221e-04 +[2025-02-27 14:15:37,412 INFO hook.py line 109 3679208] Train: [76/100][100/300] Data 0.003 (0.008) Batch 0.294 (0.341) Remain 00:42:04 loss: 0.3648 Lr: 9.46141e-04 +[2025-02-27 14:15:53,095 INFO hook.py line 109 3679208] Train: [76/100][150/300] Data 0.011 (0.007) Batch 0.287 (0.332) Remain 00:40:38 loss: 0.3054 Lr: 9.34124e-04 +[2025-02-27 14:16:09,051 INFO hook.py line 109 3679208] Train: [76/100][200/300] Data 0.012 (0.007) Batch 0.357 (0.329) Remain 00:39:58 loss: 0.1080 Lr: 9.22170e-04 +[2025-02-27 14:16:24,859 INFO hook.py line 109 3679208] Train: [76/100][250/300] Data 0.003 (0.007) Batch 0.347 (0.326) Remain 00:39:23 loss: 0.6064 Lr: 9.10278e-04 +[2025-02-27 14:16:36,984 INFO hook.py line 109 3679208] Train: [76/100][300/300] Data 0.001 (0.006) Batch 0.177 (0.312) Remain 00:37:26 loss: 0.5784 Lr: 8.98451e-04 +[2025-02-27 14:16:36,984 INFO misc.py line 135 3679208] Train result: loss: 0.3023 +[2025-02-27 14:16:37,073 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:16:51,143 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1252 +[2025-02-27 14:16:51,651 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5590 +[2025-02-27 14:16:51,680 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5290 +[2025-02-27 14:16:51,726 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5076 +[2025-02-27 14:16:51,765 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2029 +[2025-02-27 14:16:51,820 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5056 +[2025-02-27 14:16:51,869 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3945 +[2025-02-27 14:16:51,906 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2895 +[2025-02-27 14:16:51,953 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0727 +[2025-02-27 14:16:51,994 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6810 +[2025-02-27 14:16:52,040 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5189 +[2025-02-27 14:16:52,083 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1164 +[2025-02-27 14:16:52,139 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.0544 +[2025-02-27 14:16:52,182 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1886 +[2025-02-27 14:16:52,225 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2813 +[2025-02-27 14:16:52,270 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.4564 +[2025-02-27 14:16:52,310 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5856 +[2025-02-27 14:16:52,353 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7449 +[2025-02-27 14:16:52,401 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1362 +[2025-02-27 14:16:52,445 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3496 +[2025-02-27 14:16:52,483 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3579 +[2025-02-27 14:16:52,526 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2323 +[2025-02-27 14:16:52,568 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7088 +[2025-02-27 14:16:52,619 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7968 +[2025-02-27 14:16:52,666 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7085 +[2025-02-27 14:16:52,709 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6254 +[2025-02-27 14:16:52,770 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2226 +[2025-02-27 14:16:52,815 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4127 +[2025-02-27 14:16:52,853 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3855 +[2025-02-27 14:16:52,912 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.8165 +[2025-02-27 14:16:52,972 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5028 +[2025-02-27 14:16:53,010 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6572 +[2025-02-27 14:16:53,069 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2242 +[2025-02-27 14:16:53,122 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9639 +[2025-02-27 14:16:53,157 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3594 +[2025-02-27 14:16:53,194 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9946 +[2025-02-27 14:16:53,230 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7461 +[2025-02-27 14:16:53,275 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2425 +[2025-02-27 14:16:53,340 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2790 +[2025-02-27 14:16:53,387 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5729 +[2025-02-27 14:16:53,436 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1274 +[2025-02-27 14:16:53,475 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1468 +[2025-02-27 14:16:53,515 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1472 +[2025-02-27 14:16:53,568 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4980 +[2025-02-27 14:16:53,611 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5396 +[2025-02-27 14:16:53,660 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6139 +[2025-02-27 14:16:53,697 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.5949 +[2025-02-27 14:16:53,730 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5102 +[2025-02-27 14:16:53,763 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.1742 +[2025-02-27 14:16:53,793 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0019 +[2025-02-27 14:16:53,823 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6444 +[2025-02-27 14:16:53,856 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8512 +[2025-02-27 14:16:53,881 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3525 +[2025-02-27 14:16:53,915 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3925 +[2025-02-27 14:16:53,951 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0629 +[2025-02-27 14:16:53,990 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2189 +[2025-02-27 14:16:54,021 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5970 +[2025-02-27 14:16:54,048 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5238 +[2025-02-27 14:16:54,086 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8649 +[2025-02-27 14:16:54,119 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.9444 +[2025-02-27 14:16:54,143 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6267 +[2025-02-27 14:16:54,176 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5744 +[2025-02-27 14:16:54,212 INFO hook.py line 289 3679208] Test: [63/78] Loss 1.1427 +[2025-02-27 14:16:54,267 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2662 +[2025-02-27 14:16:54,294 INFO hook.py line 289 3679208] Test: [65/78] Loss 1.0553 +[2025-02-27 14:16:54,333 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5642 +[2025-02-27 14:16:54,374 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4352 +[2025-02-27 14:16:54,406 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9186 +[2025-02-27 14:16:54,434 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3309 +[2025-02-27 14:16:54,489 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0026 +[2025-02-27 14:16:54,530 INFO hook.py line 289 3679208] Test: [71/78] Loss 1.0878 +[2025-02-27 14:16:54,580 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.4525 +[2025-02-27 14:16:54,629 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4791 +[2025-02-27 14:16:54,670 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0731 +[2025-02-27 14:16:54,718 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5832 +[2025-02-27 14:16:54,747 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7430 +[2025-02-27 14:16:54,802 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2811 +[2025-02-27 14:16:54,829 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5310 +[2025-02-27 14:16:56,438 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:16:56,439 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:16:56,439 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:16:56,439 INFO hook.py line 232 3679208] wall : 0.8299 0.9261 +[2025-02-27 14:16:56,439 INFO hook.py line 232 3679208] floor : 0.9587 0.9833 +[2025-02-27 14:16:56,439 INFO hook.py line 232 3679208] cabinet : 0.5968 0.7680 +[2025-02-27 14:16:56,439 INFO hook.py line 232 3679208] bed : 0.8116 0.8577 +[2025-02-27 14:16:56,439 INFO hook.py line 232 3679208] chair : 0.8877 0.9310 +[2025-02-27 14:16:56,439 INFO hook.py line 232 3679208] sofa : 0.8170 0.9086 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] table : 0.7051 0.7973 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] door : 0.6214 0.8006 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] window : 0.5451 0.6312 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] bookshelf : 0.7490 0.8816 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] picture : 0.3055 0.4220 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] counter : 0.6056 0.7830 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] desk : 0.6082 0.7895 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] curtain : 0.7007 0.8030 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] refridgerator : 0.5665 0.6731 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] shower curtain : 0.6480 0.7226 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] toilet : 0.8985 0.9650 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] sink : 0.5845 0.6488 +[2025-02-27 14:16:56,440 INFO hook.py line 232 3679208] bathtub : 0.8756 0.9273 +[2025-02-27 14:16:56,441 INFO hook.py line 232 3679208] otherfurniture : 0.5278 0.6306 +[2025-02-27 14:16:56,441 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:16:56,441 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6922/0.7925/0.8882. +[2025-02-27 14:16:56,442 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:16:56,460 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6928 +[2025-02-27 14:16:56,460 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:17:22,506 INFO hook.py line 109 3679208] Train: [77/100][50/300] Data 0.004 (0.012) Batch 0.462 (0.376) Remain 00:44:46 loss: 0.1212 Lr: 8.86687e-04 +[2025-02-27 14:17:40,627 INFO hook.py line 109 3679208] Train: [77/100][100/300] Data 0.003 (0.010) Batch 0.309 (0.369) Remain 00:43:38 loss: 0.3476 Lr: 8.74987e-04 +[2025-02-27 14:17:58,305 INFO hook.py line 109 3679208] Train: [77/100][150/300] Data 0.006 (0.009) Batch 0.297 (0.364) Remain 00:42:43 loss: 0.3306 Lr: 8.63352e-04 +[2025-02-27 14:18:16,188 INFO hook.py line 109 3679208] Train: [77/100][200/300] Data 0.018 (0.009) Batch 0.342 (0.362) Remain 00:42:14 loss: 0.1513 Lr: 8.51782e-04 +[2025-02-27 14:18:33,662 INFO hook.py line 109 3679208] Train: [77/100][250/300] Data 0.007 (0.009) Batch 0.461 (0.360) Remain 00:41:38 loss: 0.4810 Lr: 8.40277e-04 +[2025-02-27 14:18:47,286 INFO hook.py line 109 3679208] Train: [77/100][300/300] Data 0.003 (0.008) Batch 0.215 (0.345) Remain 00:39:39 loss: 0.3269 Lr: 8.28838e-04 +[2025-02-27 14:18:47,287 INFO misc.py line 135 3679208] Train result: loss: 0.2867 +[2025-02-27 14:18:47,363 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:19:08,263 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1202 +[2025-02-27 14:19:08,314 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3423 +[2025-02-27 14:19:08,362 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5317 +[2025-02-27 14:19:08,417 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4988 +[2025-02-27 14:19:08,460 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3531 +[2025-02-27 14:19:08,519 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6767 +[2025-02-27 14:19:08,571 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3911 +[2025-02-27 14:19:08,609 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2057 +[2025-02-27 14:19:08,659 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0000 +[2025-02-27 14:19:08,706 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6319 +[2025-02-27 14:19:08,765 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4312 +[2025-02-27 14:19:08,817 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0738 +[2025-02-27 14:19:08,869 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6280 +[2025-02-27 14:19:08,914 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1400 +[2025-02-27 14:19:08,962 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.3260 +[2025-02-27 14:19:09,138 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0813 +[2025-02-27 14:19:09,176 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5315 +[2025-02-27 14:19:09,221 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6870 +[2025-02-27 14:19:09,276 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1968 +[2025-02-27 14:19:09,313 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4191 +[2025-02-27 14:19:09,353 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2762 +[2025-02-27 14:19:09,400 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3476 +[2025-02-27 14:19:09,442 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7598 +[2025-02-27 14:19:09,497 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8026 +[2025-02-27 14:19:09,546 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6441 +[2025-02-27 14:19:09,586 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5093 +[2025-02-27 14:19:09,641 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.0728 +[2025-02-27 14:19:09,685 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4031 +[2025-02-27 14:19:09,718 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3104 +[2025-02-27 14:19:09,773 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4346 +[2025-02-27 14:19:09,829 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4602 +[2025-02-27 14:19:09,863 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6447 +[2025-02-27 14:19:09,922 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2974 +[2025-02-27 14:19:09,965 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1978 +[2025-02-27 14:19:10,002 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4677 +[2025-02-27 14:19:10,051 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9562 +[2025-02-27 14:19:10,093 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4047 +[2025-02-27 14:19:10,136 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2569 +[2025-02-27 14:19:10,201 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5523 +[2025-02-27 14:19:10,246 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8633 +[2025-02-27 14:19:10,297 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.3009 +[2025-02-27 14:19:10,339 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1386 +[2025-02-27 14:19:10,390 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1523 +[2025-02-27 14:19:10,446 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.3986 +[2025-02-27 14:19:10,496 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5685 +[2025-02-27 14:19:10,553 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6830 +[2025-02-27 14:19:10,597 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2875 +[2025-02-27 14:19:10,638 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6245 +[2025-02-27 14:19:10,682 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8909 +[2025-02-27 14:19:10,727 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9548 +[2025-02-27 14:19:10,771 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8356 +[2025-02-27 14:19:10,817 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8937 +[2025-02-27 14:19:10,857 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2776 +[2025-02-27 14:19:10,905 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.6405 +[2025-02-27 14:19:10,952 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0337 +[2025-02-27 14:19:10,997 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2085 +[2025-02-27 14:19:11,029 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.8147 +[2025-02-27 14:19:11,062 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5180 +[2025-02-27 14:19:11,102 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7786 +[2025-02-27 14:19:11,138 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.7937 +[2025-02-27 14:19:11,172 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7367 +[2025-02-27 14:19:11,207 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5132 +[2025-02-27 14:19:11,246 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9637 +[2025-02-27 14:19:11,301 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0103 +[2025-02-27 14:19:11,328 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.7747 +[2025-02-27 14:19:11,368 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.6580 +[2025-02-27 14:19:11,405 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3795 +[2025-02-27 14:19:11,437 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8485 +[2025-02-27 14:19:11,466 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3826 +[2025-02-27 14:19:11,521 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8883 +[2025-02-27 14:19:11,562 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9406 +[2025-02-27 14:19:11,612 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3203 +[2025-02-27 14:19:11,659 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3219 +[2025-02-27 14:19:11,701 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.2128 +[2025-02-27 14:19:11,749 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4794 +[2025-02-27 14:19:11,778 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9706 +[2025-02-27 14:19:11,832 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2970 +[2025-02-27 14:19:11,859 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7356 +[2025-02-27 14:19:13,465 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:19:13,466 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:19:13,466 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] wall : 0.8313 0.9453 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] floor : 0.9595 0.9824 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] cabinet : 0.6093 0.7343 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] bed : 0.8034 0.8679 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] chair : 0.8946 0.9482 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] sofa : 0.8338 0.9141 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] table : 0.7044 0.8268 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] door : 0.6246 0.7442 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] window : 0.5630 0.6631 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] bookshelf : 0.7526 0.8557 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] picture : 0.3277 0.4577 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] counter : 0.6154 0.7750 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] desk : 0.6277 0.7768 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] curtain : 0.6561 0.8237 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] refridgerator : 0.5722 0.6294 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] shower curtain : 0.6601 0.7428 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] toilet : 0.9012 0.9756 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] sink : 0.6296 0.7309 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] bathtub : 0.8659 0.9387 +[2025-02-27 14:19:13,466 INFO hook.py line 232 3679208] otherfurniture : 0.5150 0.5661 +[2025-02-27 14:19:13,466 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:19:13,466 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6974/0.7949/0.8909. +[2025-02-27 14:19:13,467 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:19:13,475 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6974 +[2025-02-27 14:19:13,475 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6974 +[2025-02-27 14:19:13,475 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:19:39,249 INFO hook.py line 109 3679208] Train: [78/100][50/300] Data 0.006 (0.018) Batch 0.325 (0.365) Remain 00:41:38 loss: 0.1274 Lr: 8.17465e-04 +[2025-02-27 14:19:57,429 INFO hook.py line 109 3679208] Train: [78/100][100/300] Data 0.007 (0.013) Batch 0.443 (0.364) Remain 00:41:16 loss: 0.1979 Lr: 8.06158e-04 +[2025-02-27 14:20:15,640 INFO hook.py line 109 3679208] Train: [78/100][150/300] Data 0.004 (0.011) Batch 0.374 (0.364) Remain 00:40:58 loss: 0.3578 Lr: 7.94917e-04 +[2025-02-27 14:20:32,503 INFO hook.py line 109 3679208] Train: [78/100][200/300] Data 0.008 (0.010) Batch 0.229 (0.357) Remain 00:39:54 loss: 0.2434 Lr: 7.83744e-04 +[2025-02-27 14:20:48,444 INFO hook.py line 109 3679208] Train: [78/100][250/300] Data 0.007 (0.009) Batch 0.343 (0.350) Remain 00:38:44 loss: 0.1096 Lr: 7.72638e-04 +[2025-02-27 14:21:00,699 INFO hook.py line 109 3679208] Train: [78/100][300/300] Data 0.003 (0.008) Batch 0.204 (0.332) Remain 00:36:31 loss: 0.3854 Lr: 7.61600e-04 +[2025-02-27 14:21:00,700 INFO misc.py line 135 3679208] Train result: loss: 0.2916 +[2025-02-27 14:21:00,789 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:21:19,848 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1215 +[2025-02-27 14:21:21,177 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4391 +[2025-02-27 14:21:21,215 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5919 +[2025-02-27 14:21:21,267 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5186 +[2025-02-27 14:21:21,300 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3524 +[2025-02-27 14:21:21,355 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7337 +[2025-02-27 14:21:21,402 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5087 +[2025-02-27 14:21:21,450 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2776 +[2025-02-27 14:21:21,506 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.3011 +[2025-02-27 14:21:21,553 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.9413 +[2025-02-27 14:21:21,605 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4177 +[2025-02-27 14:21:21,638 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1469 +[2025-02-27 14:21:21,683 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4558 +[2025-02-27 14:21:21,724 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.2130 +[2025-02-27 14:21:21,758 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.1858 +[2025-02-27 14:21:21,802 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0948 +[2025-02-27 14:21:21,836 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5728 +[2025-02-27 14:21:21,869 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7129 +[2025-02-27 14:21:21,910 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8091 +[2025-02-27 14:21:21,941 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4221 +[2025-02-27 14:21:21,972 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3203 +[2025-02-27 14:21:22,010 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2911 +[2025-02-27 14:21:22,048 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.9542 +[2025-02-27 14:21:22,095 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7379 +[2025-02-27 14:21:22,133 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9372 +[2025-02-27 14:21:22,176 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5612 +[2025-02-27 14:21:22,226 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.5155 +[2025-02-27 14:21:22,258 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5026 +[2025-02-27 14:21:22,296 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3550 +[2025-02-27 14:21:22,347 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4639 +[2025-02-27 14:21:22,401 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3677 +[2025-02-27 14:21:22,439 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.6752 +[2025-02-27 14:21:22,488 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.3000 +[2025-02-27 14:21:22,524 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1474 +[2025-02-27 14:21:22,559 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.5651 +[2025-02-27 14:21:22,593 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0544 +[2025-02-27 14:21:22,632 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4567 +[2025-02-27 14:21:22,660 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3505 +[2025-02-27 14:21:22,722 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8340 +[2025-02-27 14:21:22,772 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9369 +[2025-02-27 14:21:22,818 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1071 +[2025-02-27 14:21:22,848 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1422 +[2025-02-27 14:21:22,889 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1552 +[2025-02-27 14:21:22,941 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5167 +[2025-02-27 14:21:22,976 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5421 +[2025-02-27 14:21:23,021 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6727 +[2025-02-27 14:21:23,056 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2732 +[2025-02-27 14:21:23,085 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4394 +[2025-02-27 14:21:23,113 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0041 +[2025-02-27 14:21:23,140 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9173 +[2025-02-27 14:21:23,166 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8014 +[2025-02-27 14:21:23,196 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8073 +[2025-02-27 14:21:23,219 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3840 +[2025-02-27 14:21:23,250 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3327 +[2025-02-27 14:21:23,282 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0530 +[2025-02-27 14:21:23,318 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2291 +[2025-02-27 14:21:23,347 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7451 +[2025-02-27 14:21:23,370 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4804 +[2025-02-27 14:21:23,404 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9320 +[2025-02-27 14:21:23,434 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5200 +[2025-02-27 14:21:23,456 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8750 +[2025-02-27 14:21:23,487 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4546 +[2025-02-27 14:21:23,518 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9861 +[2025-02-27 14:21:23,570 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0126 +[2025-02-27 14:21:23,594 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9513 +[2025-02-27 14:21:23,630 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5284 +[2025-02-27 14:21:23,665 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4630 +[2025-02-27 14:21:23,694 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.7119 +[2025-02-27 14:21:23,720 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3907 +[2025-02-27 14:21:23,772 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9070 +[2025-02-27 14:21:23,813 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8384 +[2025-02-27 14:21:23,861 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2403 +[2025-02-27 14:21:23,907 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.4055 +[2025-02-27 14:21:23,944 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1034 +[2025-02-27 14:21:23,990 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6112 +[2025-02-27 14:21:24,015 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.6924 +[2025-02-27 14:21:24,067 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3169 +[2025-02-27 14:21:24,091 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.5190 +[2025-02-27 14:21:25,130 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:21:25,130 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:21:25,130 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] wall : 0.8336 0.9459 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] floor : 0.9578 0.9818 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] cabinet : 0.6037 0.7248 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] bed : 0.8169 0.8874 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] chair : 0.8960 0.9307 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] sofa : 0.8230 0.9201 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] table : 0.7093 0.8054 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] door : 0.6119 0.6985 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] window : 0.5615 0.7757 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] bookshelf : 0.7404 0.8018 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] picture : 0.3436 0.4275 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] counter : 0.5855 0.6946 +[2025-02-27 14:21:25,130 INFO hook.py line 232 3679208] desk : 0.5906 0.8003 +[2025-02-27 14:21:25,131 INFO hook.py line 232 3679208] curtain : 0.6585 0.7318 +[2025-02-27 14:21:25,131 INFO hook.py line 232 3679208] refridgerator : 0.5330 0.5760 +[2025-02-27 14:21:25,131 INFO hook.py line 232 3679208] shower curtain : 0.6356 0.6995 +[2025-02-27 14:21:25,131 INFO hook.py line 232 3679208] toilet : 0.9000 0.9689 +[2025-02-27 14:21:25,131 INFO hook.py line 232 3679208] sink : 0.6069 0.6983 +[2025-02-27 14:21:25,131 INFO hook.py line 232 3679208] bathtub : 0.8754 0.9120 +[2025-02-27 14:21:25,131 INFO hook.py line 232 3679208] otherfurniture : 0.5430 0.6403 +[2025-02-27 14:21:25,131 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:21:25,131 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6913/0.7811/0.8898. +[2025-02-27 14:21:25,131 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:21:25,139 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6974 +[2025-02-27 14:21:25,140 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:21:44,704 INFO hook.py line 109 3679208] Train: [79/100][50/300] Data 0.003 (0.005) Batch 0.268 (0.262) Remain 00:28:33 loss: 0.2601 Lr: 7.50629e-04 +[2025-02-27 14:22:02,179 INFO hook.py line 109 3679208] Train: [79/100][100/300] Data 0.011 (0.006) Batch 0.304 (0.307) Remain 00:33:14 loss: 0.1961 Lr: 7.39727e-04 +[2025-02-27 14:22:20,238 INFO hook.py line 109 3679208] Train: [79/100][150/300] Data 0.005 (0.007) Batch 0.317 (0.325) Remain 00:34:58 loss: 0.1966 Lr: 7.28894e-04 +[2025-02-27 14:22:38,562 INFO hook.py line 109 3679208] Train: [79/100][200/300] Data 0.004 (0.007) Batch 0.318 (0.336) Remain 00:35:49 loss: 0.2137 Lr: 7.18130e-04 +[2025-02-27 14:22:56,499 INFO hook.py line 109 3679208] Train: [79/100][250/300] Data 0.004 (0.007) Batch 0.370 (0.340) Remain 00:36:01 loss: 0.1354 Lr: 7.07435e-04 +[2025-02-27 14:23:10,110 INFO hook.py line 109 3679208] Train: [79/100][300/300] Data 0.002 (0.006) Batch 0.236 (0.329) Remain 00:34:32 loss: 0.0661 Lr: 6.96809e-04 +[2025-02-27 14:23:10,111 INFO misc.py line 135 3679208] Train result: loss: 0.2844 +[2025-02-27 14:23:10,192 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:23:28,684 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1129 +[2025-02-27 14:23:29,806 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4106 +[2025-02-27 14:23:30,144 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4925 +[2025-02-27 14:23:30,204 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5125 +[2025-02-27 14:23:30,249 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2791 +[2025-02-27 14:23:30,310 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.9670 +[2025-02-27 14:23:30,860 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4356 +[2025-02-27 14:23:30,898 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2617 +[2025-02-27 14:23:30,953 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1366 +[2025-02-27 14:23:30,999 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5003 +[2025-02-27 14:23:31,058 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.3925 +[2025-02-27 14:23:31,104 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9430 +[2025-02-27 14:23:31,157 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.6881 +[2025-02-27 14:23:31,217 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.2949 +[2025-02-27 14:23:31,260 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0531 +[2025-02-27 14:23:31,312 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0624 +[2025-02-27 14:23:31,362 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5773 +[2025-02-27 14:23:31,414 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6923 +[2025-02-27 14:23:31,465 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.6670 +[2025-02-27 14:23:31,517 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3947 +[2025-02-27 14:23:31,561 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3095 +[2025-02-27 14:23:31,615 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2119 +[2025-02-27 14:23:31,666 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8037 +[2025-02-27 14:23:31,715 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8548 +[2025-02-27 14:23:31,763 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7594 +[2025-02-27 14:23:31,823 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5950 +[2025-02-27 14:23:31,877 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.4227 +[2025-02-27 14:23:31,921 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5783 +[2025-02-27 14:23:31,967 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3898 +[2025-02-27 14:23:32,017 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5156 +[2025-02-27 14:23:32,072 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5150 +[2025-02-27 14:23:32,114 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5062 +[2025-02-27 14:23:32,167 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2122 +[2025-02-27 14:23:32,211 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0038 +[2025-02-27 14:23:32,261 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4046 +[2025-02-27 14:23:32,296 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.1706 +[2025-02-27 14:23:32,337 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5348 +[2025-02-27 14:23:32,378 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2618 +[2025-02-27 14:23:32,447 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.1175 +[2025-02-27 14:23:32,491 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7432 +[2025-02-27 14:23:32,544 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0989 +[2025-02-27 14:23:32,587 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1520 +[2025-02-27 14:23:32,636 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1508 +[2025-02-27 14:23:32,696 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4024 +[2025-02-27 14:23:32,737 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.3896 +[2025-02-27 14:23:32,782 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6587 +[2025-02-27 14:23:32,826 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1177 +[2025-02-27 14:23:32,856 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4903 +[2025-02-27 14:23:32,894 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9805 +[2025-02-27 14:23:32,925 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1247 +[2025-02-27 14:23:32,957 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7670 +[2025-02-27 14:23:32,991 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7233 +[2025-02-27 14:23:33,024 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3337 +[2025-02-27 14:23:33,069 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3470 +[2025-02-27 14:23:33,111 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0353 +[2025-02-27 14:23:33,149 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1931 +[2025-02-27 14:23:33,186 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6432 +[2025-02-27 14:23:33,214 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.3772 +[2025-02-27 14:23:33,257 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7596 +[2025-02-27 14:23:33,289 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5671 +[2025-02-27 14:23:33,313 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8985 +[2025-02-27 14:23:33,349 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4741 +[2025-02-27 14:23:33,386 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8167 +[2025-02-27 14:23:33,439 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2656 +[2025-02-27 14:23:33,466 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9755 +[2025-02-27 14:23:33,506 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5526 +[2025-02-27 14:23:33,544 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3538 +[2025-02-27 14:23:33,576 INFO hook.py line 289 3679208] Test: [68/78] Loss 1.0143 +[2025-02-27 14:23:33,606 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3710 +[2025-02-27 14:23:33,664 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0720 +[2025-02-27 14:23:33,708 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8051 +[2025-02-27 14:23:33,757 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2576 +[2025-02-27 14:23:33,805 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3368 +[2025-02-27 14:23:33,845 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9186 +[2025-02-27 14:23:33,893 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5445 +[2025-02-27 14:23:33,921 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8618 +[2025-02-27 14:23:33,974 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2454 +[2025-02-27 14:23:34,003 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6412 +[2025-02-27 14:23:35,535 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:23:35,535 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:23:35,536 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] wall : 0.8313 0.9494 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] floor : 0.9593 0.9829 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] cabinet : 0.6160 0.7288 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] bed : 0.8140 0.8999 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] chair : 0.9015 0.9427 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] sofa : 0.8379 0.8950 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] table : 0.7076 0.8446 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] door : 0.6411 0.7744 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] window : 0.5792 0.6930 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] bookshelf : 0.7640 0.8376 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] picture : 0.3105 0.3778 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] counter : 0.5872 0.7058 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] desk : 0.6140 0.7458 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] curtain : 0.6966 0.7558 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] refridgerator : 0.5481 0.5897 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] shower curtain : 0.6623 0.7169 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] toilet : 0.8725 0.9653 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] sink : 0.6294 0.7364 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] bathtub : 0.8744 0.9345 +[2025-02-27 14:23:35,536 INFO hook.py line 232 3679208] otherfurniture : 0.5247 0.6024 +[2025-02-27 14:23:35,536 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:23:35,536 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6986/0.7839/0.8931. +[2025-02-27 14:23:35,537 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:23:35,545 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.6986 +[2025-02-27 14:23:35,546 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6986 +[2025-02-27 14:23:35,546 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:24:02,074 INFO hook.py line 109 3679208] Train: [80/100][50/300] Data 0.004 (0.008) Batch 0.398 (0.365) Remain 00:38:03 loss: 0.3317 Lr: 6.86254e-04 +[2025-02-27 14:24:19,881 INFO hook.py line 109 3679208] Train: [80/100][100/300] Data 0.005 (0.007) Batch 0.376 (0.361) Remain 00:37:15 loss: 0.3111 Lr: 6.75769e-04 +[2025-02-27 14:24:37,380 INFO hook.py line 109 3679208] Train: [80/100][150/300] Data 0.009 (0.007) Batch 0.374 (0.357) Remain 00:36:35 loss: 0.4103 Lr: 6.65562e-04 +[2025-02-27 14:24:55,044 INFO hook.py line 109 3679208] Train: [80/100][200/300] Data 0.010 (0.007) Batch 0.293 (0.356) Remain 00:36:11 loss: 0.1047 Lr: 6.55217e-04 +[2025-02-27 14:25:13,322 INFO hook.py line 109 3679208] Train: [80/100][250/300] Data 0.019 (0.008) Batch 0.420 (0.358) Remain 00:36:05 loss: 0.4515 Lr: 6.44943e-04 +[2025-02-27 14:25:26,735 INFO hook.py line 109 3679208] Train: [80/100][300/300] Data 0.002 (0.007) Batch 0.202 (0.343) Remain 00:34:17 loss: 0.2416 Lr: 6.34741e-04 +[2025-02-27 14:25:26,736 INFO misc.py line 135 3679208] Train result: loss: 0.2577 +[2025-02-27 14:25:26,819 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:25:43,609 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1128 +[2025-02-27 14:25:43,691 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3132 +[2025-02-27 14:25:44,086 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.5158 +[2025-02-27 14:25:44,159 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5455 +[2025-02-27 14:25:45,230 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4264 +[2025-02-27 14:25:45,288 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7244 +[2025-02-27 14:25:45,336 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4477 +[2025-02-27 14:25:45,383 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2654 +[2025-02-27 14:25:45,437 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1490 +[2025-02-27 14:25:45,950 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5836 +[2025-02-27 14:25:45,999 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4464 +[2025-02-27 14:25:46,049 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.7382 +[2025-02-27 14:25:46,094 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.9059 +[2025-02-27 14:25:46,140 INFO hook.py line 289 3679208] Test: [14/78] Loss 1.9676 +[2025-02-27 14:25:46,181 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.1049 +[2025-02-27 14:25:46,227 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1528 +[2025-02-27 14:25:46,265 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6232 +[2025-02-27 14:25:46,300 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6179 +[2025-02-27 14:25:46,341 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9698 +[2025-02-27 14:25:46,373 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3085 +[2025-02-27 14:25:46,407 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3261 +[2025-02-27 14:25:46,453 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3657 +[2025-02-27 14:25:46,480 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7883 +[2025-02-27 14:25:46,523 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8108 +[2025-02-27 14:25:46,564 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8524 +[2025-02-27 14:25:46,610 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6814 +[2025-02-27 14:25:46,659 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1974 +[2025-02-27 14:25:46,691 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3889 +[2025-02-27 14:25:46,721 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3420 +[2025-02-27 14:25:46,771 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4126 +[2025-02-27 14:25:46,831 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4773 +[2025-02-27 14:25:46,871 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4706 +[2025-02-27 14:25:46,921 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1766 +[2025-02-27 14:25:46,961 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9375 +[2025-02-27 14:25:46,996 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4998 +[2025-02-27 14:25:47,034 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8904 +[2025-02-27 14:25:47,078 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.4437 +[2025-02-27 14:25:47,110 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2945 +[2025-02-27 14:25:47,181 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5394 +[2025-02-27 14:25:47,235 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.5841 +[2025-02-27 14:25:47,277 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1174 +[2025-02-27 14:25:47,311 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1412 +[2025-02-27 14:25:47,355 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1470 +[2025-02-27 14:25:47,407 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5435 +[2025-02-27 14:25:47,448 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4431 +[2025-02-27 14:25:47,500 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6842 +[2025-02-27 14:25:47,541 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.9021 +[2025-02-27 14:25:47,581 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4810 +[2025-02-27 14:25:47,621 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0124 +[2025-02-27 14:25:47,651 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.8523 +[2025-02-27 14:25:47,679 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.6587 +[2025-02-27 14:25:47,713 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8821 +[2025-02-27 14:25:47,741 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.5172 +[2025-02-27 14:25:47,774 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3241 +[2025-02-27 14:25:47,808 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0364 +[2025-02-27 14:25:47,847 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2231 +[2025-02-27 14:25:47,877 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5851 +[2025-02-27 14:25:47,903 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4408 +[2025-02-27 14:25:47,947 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.7241 +[2025-02-27 14:25:47,977 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5491 +[2025-02-27 14:25:48,002 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8407 +[2025-02-27 14:25:48,033 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4933 +[2025-02-27 14:25:48,068 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9687 +[2025-02-27 14:25:48,121 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.1188 +[2025-02-27 14:25:48,148 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9621 +[2025-02-27 14:25:48,189 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5493 +[2025-02-27 14:25:48,228 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.2680 +[2025-02-27 14:25:48,259 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.6807 +[2025-02-27 14:25:48,288 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4228 +[2025-02-27 14:25:48,341 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0009 +[2025-02-27 14:25:48,381 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7463 +[2025-02-27 14:25:48,430 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2817 +[2025-02-27 14:25:48,476 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2986 +[2025-02-27 14:25:48,516 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9193 +[2025-02-27 14:25:48,562 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.4653 +[2025-02-27 14:25:48,590 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.7618 +[2025-02-27 14:25:48,643 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2894 +[2025-02-27 14:25:48,668 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6330 +[2025-02-27 14:25:50,164 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:25:50,164 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:25:50,165 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] wall : 0.8453 0.9386 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] floor : 0.9568 0.9840 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] cabinet : 0.6231 0.7288 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] bed : 0.8079 0.8806 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] chair : 0.8956 0.9504 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] sofa : 0.8438 0.9181 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] table : 0.7008 0.8163 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] door : 0.6369 0.7828 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] window : 0.5830 0.7319 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] bookshelf : 0.7725 0.8568 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] picture : 0.3208 0.3813 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] counter : 0.6040 0.7385 +[2025-02-27 14:25:50,165 INFO hook.py line 232 3679208] desk : 0.6050 0.7443 +[2025-02-27 14:25:50,166 INFO hook.py line 232 3679208] curtain : 0.7024 0.7842 +[2025-02-27 14:25:50,166 INFO hook.py line 232 3679208] refridgerator : 0.4970 0.5241 +[2025-02-27 14:25:50,166 INFO hook.py line 232 3679208] shower curtain : 0.6347 0.7045 +[2025-02-27 14:25:50,166 INFO hook.py line 232 3679208] toilet : 0.8883 0.9643 +[2025-02-27 14:25:50,166 INFO hook.py line 232 3679208] sink : 0.6186 0.7220 +[2025-02-27 14:25:50,166 INFO hook.py line 232 3679208] bathtub : 0.8791 0.9167 +[2025-02-27 14:25:50,166 INFO hook.py line 232 3679208] otherfurniture : 0.5442 0.6683 +[2025-02-27 14:25:50,166 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:25:50,166 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6980/0.7868/0.8948. +[2025-02-27 14:25:50,167 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:25:50,176 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6986 +[2025-02-27 14:25:50,176 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:26:13,470 INFO hook.py line 109 3679208] Train: [81/100][50/300] Data 0.007 (0.006) Batch 0.320 (0.337) Remain 00:33:25 loss: 0.5950 Lr: 6.24611e-04 +[2025-02-27 14:26:28,432 INFO hook.py line 109 3679208] Train: [81/100][100/300] Data 0.004 (0.005) Batch 0.260 (0.318) Remain 00:31:13 loss: 0.2325 Lr: 6.14552e-04 +[2025-02-27 14:26:42,045 INFO hook.py line 109 3679208] Train: [81/100][150/300] Data 0.003 (0.005) Batch 0.254 (0.302) Remain 00:29:27 loss: 0.3034 Lr: 6.04567e-04 +[2025-02-27 14:26:57,916 INFO hook.py line 109 3679208] Train: [81/100][200/300] Data 0.007 (0.005) Batch 0.292 (0.306) Remain 00:29:34 loss: 0.4511 Lr: 5.94654e-04 +[2025-02-27 14:27:15,960 INFO hook.py line 109 3679208] Train: [81/100][250/300] Data 0.004 (0.006) Batch 0.257 (0.317) Remain 00:30:23 loss: 0.4165 Lr: 5.84814e-04 +[2025-02-27 14:27:29,348 INFO hook.py line 109 3679208] Train: [81/100][300/300] Data 0.002 (0.006) Batch 0.212 (0.309) Remain 00:29:20 loss: 0.1565 Lr: 5.75048e-04 +[2025-02-27 14:27:29,350 INFO misc.py line 135 3679208] Train result: loss: 0.2628 +[2025-02-27 14:27:29,431 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:27:48,697 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1133 +[2025-02-27 14:27:48,952 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3769 +[2025-02-27 14:27:49,728 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4410 +[2025-02-27 14:27:49,783 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4985 +[2025-02-27 14:27:50,703 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2534 +[2025-02-27 14:27:50,762 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7850 +[2025-02-27 14:27:51,502 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4205 +[2025-02-27 14:27:51,537 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2609 +[2025-02-27 14:27:51,580 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1513 +[2025-02-27 14:27:51,616 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7746 +[2025-02-27 14:27:51,667 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5649 +[2025-02-27 14:27:51,707 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9883 +[2025-02-27 14:27:51,764 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.1895 +[2025-02-27 14:27:51,809 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.2877 +[2025-02-27 14:27:51,855 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2095 +[2025-02-27 14:27:51,902 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1333 +[2025-02-27 14:27:51,943 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6396 +[2025-02-27 14:27:51,985 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6809 +[2025-02-27 14:27:52,038 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9196 +[2025-02-27 14:27:52,073 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5524 +[2025-02-27 14:27:52,111 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.2888 +[2025-02-27 14:27:52,162 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4743 +[2025-02-27 14:27:52,202 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8968 +[2025-02-27 14:27:52,255 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.7354 +[2025-02-27 14:27:52,300 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6078 +[2025-02-27 14:27:52,347 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6400 +[2025-02-27 14:27:52,398 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.4894 +[2025-02-27 14:27:52,442 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3786 +[2025-02-27 14:27:52,483 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2920 +[2025-02-27 14:27:52,542 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5125 +[2025-02-27 14:27:52,596 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4355 +[2025-02-27 14:27:52,639 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5636 +[2025-02-27 14:27:52,690 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2115 +[2025-02-27 14:27:52,739 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.1123 +[2025-02-27 14:27:52,785 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3850 +[2025-02-27 14:27:52,835 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8199 +[2025-02-27 14:27:52,889 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6107 +[2025-02-27 14:27:52,923 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2831 +[2025-02-27 14:27:52,987 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.8161 +[2025-02-27 14:27:53,038 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9790 +[2025-02-27 14:27:53,096 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1065 +[2025-02-27 14:27:53,133 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1362 +[2025-02-27 14:27:53,178 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1723 +[2025-02-27 14:27:53,232 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5041 +[2025-02-27 14:27:53,276 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5595 +[2025-02-27 14:27:53,338 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6992 +[2025-02-27 14:27:53,384 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.5246 +[2025-02-27 14:27:53,423 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.6616 +[2025-02-27 14:27:53,455 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9745 +[2025-02-27 14:27:53,488 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0696 +[2025-02-27 14:27:53,517 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8052 +[2025-02-27 14:27:53,551 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8461 +[2025-02-27 14:27:53,589 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2778 +[2025-02-27 14:27:53,643 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.5439 +[2025-02-27 14:27:53,692 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0421 +[2025-02-27 14:27:53,731 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1842 +[2025-02-27 14:27:53,762 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5690 +[2025-02-27 14:27:53,789 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4657 +[2025-02-27 14:27:53,827 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8292 +[2025-02-27 14:27:53,860 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.3976 +[2025-02-27 14:27:53,884 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6036 +[2025-02-27 14:27:53,919 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4787 +[2025-02-27 14:27:53,958 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9005 +[2025-02-27 14:27:54,012 INFO hook.py line 289 3679208] Test: [64/78] Loss 0.9360 +[2025-02-27 14:27:54,045 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9089 +[2025-02-27 14:27:54,085 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4186 +[2025-02-27 14:27:54,123 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3476 +[2025-02-27 14:27:54,155 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9370 +[2025-02-27 14:27:54,189 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.4142 +[2025-02-27 14:27:54,242 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.2080 +[2025-02-27 14:27:54,284 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9494 +[2025-02-27 14:27:54,334 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3381 +[2025-02-27 14:27:54,383 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3532 +[2025-02-27 14:27:54,425 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1253 +[2025-02-27 14:27:54,472 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6977 +[2025-02-27 14:27:54,501 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8104 +[2025-02-27 14:27:54,555 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2764 +[2025-02-27 14:27:54,580 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6404 +[2025-02-27 14:27:56,226 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:27:56,226 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:27:56,226 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] wall : 0.8398 0.9443 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] floor : 0.9581 0.9831 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] cabinet : 0.6331 0.7825 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] bed : 0.8018 0.8813 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] chair : 0.8980 0.9416 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] sofa : 0.8352 0.9179 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] table : 0.7039 0.8045 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] door : 0.6152 0.6995 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] window : 0.5661 0.7155 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] bookshelf : 0.7611 0.8813 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] picture : 0.3193 0.3882 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] counter : 0.5916 0.7830 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] desk : 0.6214 0.7976 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] curtain : 0.6605 0.7688 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] refridgerator : 0.5394 0.5620 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] shower curtain : 0.6217 0.6791 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] toilet : 0.8571 0.9663 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] sink : 0.6180 0.7157 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] bathtub : 0.8767 0.9171 +[2025-02-27 14:27:56,227 INFO hook.py line 232 3679208] otherfurniture : 0.5391 0.6221 +[2025-02-27 14:27:56,227 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:27:56,227 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6929/0.7876/0.8929. +[2025-02-27 14:27:56,228 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:27:56,238 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6986 +[2025-02-27 14:27:56,239 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:28:22,102 INFO hook.py line 109 3679208] Train: [82/100][50/300] Data 0.007 (0.009) Batch 0.360 (0.373) Remain 00:35:05 loss: 0.2971 Lr: 5.65355e-04 +[2025-02-27 14:28:40,198 INFO hook.py line 109 3679208] Train: [82/100][100/300] Data 0.012 (0.008) Batch 0.291 (0.367) Remain 00:34:15 loss: 0.3102 Lr: 5.55736e-04 +[2025-02-27 14:28:58,012 INFO hook.py line 109 3679208] Train: [82/100][150/300] Data 0.007 (0.009) Batch 0.284 (0.363) Remain 00:33:36 loss: 0.0618 Lr: 5.46191e-04 +[2025-02-27 14:29:15,836 INFO hook.py line 109 3679208] Train: [82/100][200/300] Data 0.012 (0.009) Batch 0.356 (0.362) Remain 00:33:09 loss: 0.1490 Lr: 5.36721e-04 +[2025-02-27 14:29:33,602 INFO hook.py line 109 3679208] Train: [82/100][250/300] Data 0.007 (0.008) Batch 0.413 (0.360) Remain 00:32:43 loss: 0.4049 Lr: 5.27326e-04 +[2025-02-27 14:29:47,192 INFO hook.py line 109 3679208] Train: [82/100][300/300] Data 0.005 (0.008) Batch 0.210 (0.345) Remain 00:31:05 loss: 0.3790 Lr: 5.18006e-04 +[2025-02-27 14:29:47,193 INFO misc.py line 135 3679208] Train result: loss: 0.2628 +[2025-02-27 14:29:47,273 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:30:07,714 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1197 +[2025-02-27 14:30:07,770 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.5180 +[2025-02-27 14:30:07,818 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3619 +[2025-02-27 14:30:07,878 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.4947 +[2025-02-27 14:30:07,943 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3392 +[2025-02-27 14:30:08,006 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6763 +[2025-02-27 14:30:08,059 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4255 +[2025-02-27 14:30:08,106 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.1985 +[2025-02-27 14:30:08,158 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1085 +[2025-02-27 14:30:08,202 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6433 +[2025-02-27 14:30:08,274 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6236 +[2025-02-27 14:30:08,319 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1068 +[2025-02-27 14:30:08,505 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3542 +[2025-02-27 14:30:08,671 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3453 +[2025-02-27 14:30:08,715 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0820 +[2025-02-27 14:30:08,766 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0758 +[2025-02-27 14:30:08,809 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5077 +[2025-02-27 14:30:08,842 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7952 +[2025-02-27 14:30:08,896 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.9142 +[2025-02-27 14:30:08,933 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4370 +[2025-02-27 14:30:08,999 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3124 +[2025-02-27 14:30:09,052 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3487 +[2025-02-27 14:30:09,130 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7130 +[2025-02-27 14:30:09,184 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8935 +[2025-02-27 14:30:09,230 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.9713 +[2025-02-27 14:30:09,294 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5655 +[2025-02-27 14:30:09,350 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3449 +[2025-02-27 14:30:09,409 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5056 +[2025-02-27 14:30:09,442 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3093 +[2025-02-27 14:30:09,493 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.4760 +[2025-02-27 14:30:09,559 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.5213 +[2025-02-27 14:30:09,607 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5583 +[2025-02-27 14:30:09,661 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2153 +[2025-02-27 14:30:09,719 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9538 +[2025-02-27 14:30:09,772 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3743 +[2025-02-27 14:30:09,824 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9298 +[2025-02-27 14:30:09,880 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6487 +[2025-02-27 14:30:09,925 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3017 +[2025-02-27 14:30:09,989 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5257 +[2025-02-27 14:30:10,047 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7919 +[2025-02-27 14:30:10,103 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1348 +[2025-02-27 14:30:10,151 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1383 +[2025-02-27 14:30:10,195 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1644 +[2025-02-27 14:30:10,262 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4957 +[2025-02-27 14:30:10,315 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4817 +[2025-02-27 14:30:10,374 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6805 +[2025-02-27 14:30:10,429 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.4083 +[2025-02-27 14:30:10,472 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5573 +[2025-02-27 14:30:10,514 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0132 +[2025-02-27 14:30:10,557 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.8890 +[2025-02-27 14:30:10,593 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9605 +[2025-02-27 14:30:10,632 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.6976 +[2025-02-27 14:30:10,658 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2569 +[2025-02-27 14:30:10,704 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4923 +[2025-02-27 14:30:10,741 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0446 +[2025-02-27 14:30:10,781 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1915 +[2025-02-27 14:30:10,814 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.7607 +[2025-02-27 14:30:10,843 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4579 +[2025-02-27 14:30:10,884 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9296 +[2025-02-27 14:30:10,919 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6768 +[2025-02-27 14:30:10,943 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9407 +[2025-02-27 14:30:10,978 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4777 +[2025-02-27 14:30:11,017 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9383 +[2025-02-27 14:30:11,072 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0248 +[2025-02-27 14:30:11,104 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8291 +[2025-02-27 14:30:11,144 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5405 +[2025-02-27 14:30:11,187 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.4178 +[2025-02-27 14:30:11,221 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8707 +[2025-02-27 14:30:11,258 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3575 +[2025-02-27 14:30:11,312 INFO hook.py line 289 3679208] Test: [70/78] Loss 1.0659 +[2025-02-27 14:30:11,358 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.9248 +[2025-02-27 14:30:11,409 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2800 +[2025-02-27 14:30:11,462 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3239 +[2025-02-27 14:30:11,502 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0277 +[2025-02-27 14:30:11,549 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5239 +[2025-02-27 14:30:11,578 INFO hook.py line 289 3679208] Test: [76/78] Loss 1.1291 +[2025-02-27 14:30:11,634 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4091 +[2025-02-27 14:30:11,661 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6861 +[2025-02-27 14:30:13,053 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:30:13,053 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:30:13,053 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:30:13,053 INFO hook.py line 232 3679208] wall : 0.8368 0.9401 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] floor : 0.9587 0.9855 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] cabinet : 0.6394 0.7769 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] bed : 0.8076 0.8707 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] chair : 0.8906 0.9436 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] sofa : 0.8198 0.9136 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] table : 0.7035 0.8006 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] door : 0.6293 0.7548 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] window : 0.5558 0.6698 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] bookshelf : 0.7743 0.8637 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] picture : 0.3273 0.4465 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] counter : 0.5449 0.7115 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] desk : 0.6183 0.8065 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] curtain : 0.6872 0.8137 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] refridgerator : 0.5448 0.5744 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] shower curtain : 0.6621 0.7269 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] toilet : 0.8715 0.9681 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] sink : 0.6360 0.7491 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] bathtub : 0.8707 0.9237 +[2025-02-27 14:30:13,054 INFO hook.py line 232 3679208] otherfurniture : 0.5396 0.6116 +[2025-02-27 14:30:13,054 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:30:13,054 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6959/0.7926/0.8928. +[2025-02-27 14:30:13,055 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:30:13,056 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6986 +[2025-02-27 14:30:13,057 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:30:36,550 INFO hook.py line 109 3679208] Train: [83/100][50/300] Data 0.006 (0.011) Batch 0.410 (0.342) Remain 00:30:30 loss: 0.1121 Lr: 5.08761e-04 +[2025-02-27 14:30:53,103 INFO hook.py line 109 3679208] Train: [83/100][100/300] Data 0.002 (0.008) Batch 0.332 (0.336) Remain 00:29:42 loss: 0.1455 Lr: 4.99593e-04 +[2025-02-27 14:31:09,376 INFO hook.py line 109 3679208] Train: [83/100][150/300] Data 0.002 (0.007) Batch 0.293 (0.333) Remain 00:29:06 loss: 0.4320 Lr: 4.90500e-04 +[2025-02-27 14:31:25,402 INFO hook.py line 109 3679208] Train: [83/100][200/300] Data 0.006 (0.006) Batch 0.393 (0.330) Remain 00:28:33 loss: 0.2416 Lr: 4.81483e-04 +[2025-02-27 14:31:41,428 INFO hook.py line 109 3679208] Train: [83/100][250/300] Data 0.008 (0.006) Batch 0.289 (0.328) Remain 00:28:07 loss: 0.2596 Lr: 4.72543e-04 +[2025-02-27 14:31:52,782 INFO hook.py line 109 3679208] Train: [83/100][300/300] Data 0.002 (0.006) Batch 0.190 (0.311) Remain 00:26:25 loss: 0.4301 Lr: 4.63679e-04 +[2025-02-27 14:31:52,783 INFO misc.py line 135 3679208] Train result: loss: 0.2492 +[2025-02-27 14:31:52,868 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:32:08,411 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1128 +[2025-02-27 14:32:09,099 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4330 +[2025-02-27 14:32:10,956 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4167 +[2025-02-27 14:32:11,009 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5063 +[2025-02-27 14:32:11,059 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2944 +[2025-02-27 14:32:11,122 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7575 +[2025-02-27 14:32:11,171 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3616 +[2025-02-27 14:32:11,206 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2573 +[2025-02-27 14:32:11,255 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2300 +[2025-02-27 14:32:11,301 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5553 +[2025-02-27 14:32:11,349 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.6002 +[2025-02-27 14:32:11,400 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0101 +[2025-02-27 14:32:11,445 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3270 +[2025-02-27 14:32:11,483 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0781 +[2025-02-27 14:32:11,524 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2099 +[2025-02-27 14:32:11,581 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1055 +[2025-02-27 14:32:11,639 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6618 +[2025-02-27 14:32:11,688 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7982 +[2025-02-27 14:32:11,745 INFO hook.py line 289 3679208] Test: [19/78] Loss 0.8797 +[2025-02-27 14:32:11,786 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5732 +[2025-02-27 14:32:11,843 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3567 +[2025-02-27 14:32:11,892 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3128 +[2025-02-27 14:32:11,924 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7033 +[2025-02-27 14:32:11,985 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8671 +[2025-02-27 14:32:12,037 INFO hook.py line 289 3679208] Test: [25/78] Loss 1.0081 +[2025-02-27 14:32:12,086 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6079 +[2025-02-27 14:32:12,135 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3646 +[2025-02-27 14:32:12,175 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3544 +[2025-02-27 14:32:12,223 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3269 +[2025-02-27 14:32:12,274 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5462 +[2025-02-27 14:32:12,329 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4303 +[2025-02-27 14:32:12,366 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4839 +[2025-02-27 14:32:12,417 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1773 +[2025-02-27 14:32:12,463 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0106 +[2025-02-27 14:32:12,507 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3497 +[2025-02-27 14:32:12,563 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9901 +[2025-02-27 14:32:12,607 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6645 +[2025-02-27 14:32:12,651 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3131 +[2025-02-27 14:32:12,712 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2953 +[2025-02-27 14:32:12,760 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.7941 +[2025-02-27 14:32:12,812 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1299 +[2025-02-27 14:32:12,853 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1649 +[2025-02-27 14:32:12,896 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1460 +[2025-02-27 14:32:12,959 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4817 +[2025-02-27 14:32:12,999 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5862 +[2025-02-27 14:32:13,061 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7044 +[2025-02-27 14:32:13,107 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1362 +[2025-02-27 14:32:13,153 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4711 +[2025-02-27 14:32:13,200 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8976 +[2025-02-27 14:32:13,232 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0386 +[2025-02-27 14:32:13,260 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8849 +[2025-02-27 14:32:13,293 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.9928 +[2025-02-27 14:32:13,325 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2653 +[2025-02-27 14:32:13,360 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3487 +[2025-02-27 14:32:13,395 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0415 +[2025-02-27 14:32:13,434 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1810 +[2025-02-27 14:32:13,468 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6061 +[2025-02-27 14:32:13,494 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4171 +[2025-02-27 14:32:13,531 INFO hook.py line 289 3679208] Test: [59/78] Loss 1.0087 +[2025-02-27 14:32:13,565 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6242 +[2025-02-27 14:32:13,590 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6836 +[2025-02-27 14:32:13,624 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4775 +[2025-02-27 14:32:13,659 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8985 +[2025-02-27 14:32:13,713 INFO hook.py line 289 3679208] Test: [64/78] Loss 0.9347 +[2025-02-27 14:32:13,743 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8820 +[2025-02-27 14:32:13,783 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4243 +[2025-02-27 14:32:13,822 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3709 +[2025-02-27 14:32:13,861 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9361 +[2025-02-27 14:32:13,890 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3279 +[2025-02-27 14:32:13,944 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.6387 +[2025-02-27 14:32:13,987 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7591 +[2025-02-27 14:32:14,041 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3290 +[2025-02-27 14:32:14,097 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3281 +[2025-02-27 14:32:14,139 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9210 +[2025-02-27 14:32:14,187 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6439 +[2025-02-27 14:32:14,215 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8049 +[2025-02-27 14:32:14,270 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.4257 +[2025-02-27 14:32:14,297 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6409 +[2025-02-27 14:32:15,882 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:32:15,883 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:32:15,883 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] wall : 0.8379 0.9465 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] floor : 0.9573 0.9827 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] cabinet : 0.6259 0.8093 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] bed : 0.8160 0.8765 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] chair : 0.8994 0.9435 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] sofa : 0.8400 0.9047 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] table : 0.7079 0.8002 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] door : 0.6432 0.7562 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] window : 0.5645 0.7023 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] bookshelf : 0.7764 0.8528 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] picture : 0.3237 0.4044 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] counter : 0.5111 0.5985 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] desk : 0.6139 0.7751 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] curtain : 0.6733 0.7627 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] refridgerator : 0.6096 0.6657 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] shower curtain : 0.5912 0.6397 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] toilet : 0.8805 0.9611 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] sink : 0.6194 0.6994 +[2025-02-27 14:32:15,883 INFO hook.py line 232 3679208] bathtub : 0.8834 0.9287 +[2025-02-27 14:32:15,884 INFO hook.py line 232 3679208] otherfurniture : 0.5521 0.6216 +[2025-02-27 14:32:15,884 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:32:15,884 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.6963/0.7816/0.8941. +[2025-02-27 14:32:15,884 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:32:15,894 INFO misc.py line 164 3679208] Currently Best mIoU: 0.6986 +[2025-02-27 14:32:15,895 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:32:42,606 INFO hook.py line 109 3679208] Train: [84/100][50/300] Data 0.010 (0.008) Batch 0.361 (0.372) Remain 00:31:16 loss: 0.1039 Lr: 4.54893e-04 +[2025-02-27 14:33:00,625 INFO hook.py line 109 3679208] Train: [84/100][100/300] Data 0.004 (0.007) Batch 0.306 (0.366) Remain 00:30:28 loss: 0.2420 Lr: 4.46184e-04 +[2025-02-27 14:33:18,646 INFO hook.py line 109 3679208] Train: [84/100][150/300] Data 0.011 (0.008) Batch 0.392 (0.364) Remain 00:30:01 loss: 0.0867 Lr: 4.37552e-04 +[2025-02-27 14:33:37,011 INFO hook.py line 109 3679208] Train: [84/100][200/300] Data 0.014 (0.008) Batch 0.417 (0.365) Remain 00:29:47 loss: 0.1970 Lr: 4.28998e-04 +[2025-02-27 14:33:55,689 INFO hook.py line 109 3679208] Train: [84/100][250/300] Data 0.014 (0.008) Batch 0.291 (0.367) Remain 00:29:37 loss: 0.1735 Lr: 4.20523e-04 +[2025-02-27 14:34:09,596 INFO hook.py line 109 3679208] Train: [84/100][300/300] Data 0.002 (0.007) Batch 0.201 (0.352) Remain 00:28:08 loss: 0.2743 Lr: 4.12126e-04 +[2025-02-27 14:34:09,596 INFO misc.py line 135 3679208] Train result: loss: 0.2496 +[2025-02-27 14:34:09,677 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:34:29,744 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1087 +[2025-02-27 14:34:29,798 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3796 +[2025-02-27 14:34:29,849 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3306 +[2025-02-27 14:34:29,908 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5464 +[2025-02-27 14:34:29,959 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2580 +[2025-02-27 14:34:30,025 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7417 +[2025-02-27 14:34:30,076 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.5214 +[2025-02-27 14:34:30,125 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2938 +[2025-02-27 14:34:30,175 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1635 +[2025-02-27 14:34:30,214 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5254 +[2025-02-27 14:34:30,261 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5744 +[2025-02-27 14:34:30,313 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1144 +[2025-02-27 14:34:30,375 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3459 +[2025-02-27 14:34:31,050 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.1073 +[2025-02-27 14:34:31,092 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0036 +[2025-02-27 14:34:31,145 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1195 +[2025-02-27 14:34:31,199 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.4267 +[2025-02-27 14:34:31,249 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6983 +[2025-02-27 14:34:31,297 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0801 +[2025-02-27 14:34:31,346 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4519 +[2025-02-27 14:34:31,406 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3407 +[2025-02-27 14:34:31,465 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2867 +[2025-02-27 14:34:31,508 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6396 +[2025-02-27 14:34:31,554 INFO hook.py line 289 3679208] Test: [24/78] Loss 1.0033 +[2025-02-27 14:34:31,608 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6346 +[2025-02-27 14:34:31,662 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5555 +[2025-02-27 14:34:31,712 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3089 +[2025-02-27 14:34:31,749 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3774 +[2025-02-27 14:34:31,790 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3119 +[2025-02-27 14:34:31,848 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5216 +[2025-02-27 14:34:31,904 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3608 +[2025-02-27 14:34:31,949 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4964 +[2025-02-27 14:34:32,003 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1763 +[2025-02-27 14:34:32,040 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9483 +[2025-02-27 14:34:32,077 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3963 +[2025-02-27 14:34:32,120 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8381 +[2025-02-27 14:34:32,161 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5981 +[2025-02-27 14:34:32,195 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3029 +[2025-02-27 14:34:32,254 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6623 +[2025-02-27 14:34:32,302 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8245 +[2025-02-27 14:34:32,348 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1121 +[2025-02-27 14:34:32,396 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1471 +[2025-02-27 14:34:32,443 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1390 +[2025-02-27 14:34:32,512 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.5213 +[2025-02-27 14:34:32,554 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5800 +[2025-02-27 14:34:32,603 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.6832 +[2025-02-27 14:34:32,655 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.0357 +[2025-02-27 14:34:32,690 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4593 +[2025-02-27 14:34:32,726 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8346 +[2025-02-27 14:34:32,756 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0803 +[2025-02-27 14:34:32,785 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7563 +[2025-02-27 14:34:32,820 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8234 +[2025-02-27 14:34:32,848 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2125 +[2025-02-27 14:34:32,883 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3880 +[2025-02-27 14:34:32,919 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0390 +[2025-02-27 14:34:32,967 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2159 +[2025-02-27 14:34:32,999 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5374 +[2025-02-27 14:34:33,026 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5026 +[2025-02-27 14:34:33,066 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8209 +[2025-02-27 14:34:33,101 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.8126 +[2025-02-27 14:34:33,128 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6927 +[2025-02-27 14:34:33,161 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4261 +[2025-02-27 14:34:33,197 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9643 +[2025-02-27 14:34:33,254 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3346 +[2025-02-27 14:34:33,282 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8977 +[2025-02-27 14:34:33,321 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4725 +[2025-02-27 14:34:33,363 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.2885 +[2025-02-27 14:34:33,399 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9112 +[2025-02-27 14:34:33,431 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3517 +[2025-02-27 14:34:33,484 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7993 +[2025-02-27 14:34:33,529 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7946 +[2025-02-27 14:34:33,579 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2386 +[2025-02-27 14:34:33,628 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3269 +[2025-02-27 14:34:33,678 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9594 +[2025-02-27 14:34:33,725 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6385 +[2025-02-27 14:34:33,770 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8315 +[2025-02-27 14:34:33,825 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2463 +[2025-02-27 14:34:33,854 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6153 +[2025-02-27 14:34:35,398 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:34:35,398 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:34:35,399 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] wall : 0.8392 0.9401 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] floor : 0.9584 0.9814 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] cabinet : 0.6349 0.7620 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] bed : 0.8229 0.8629 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] chair : 0.8912 0.9531 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] sofa : 0.8417 0.9159 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] table : 0.7149 0.8325 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] door : 0.6315 0.7545 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] window : 0.5881 0.7471 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] bookshelf : 0.7662 0.8761 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] picture : 0.3243 0.4183 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] counter : 0.5900 0.7237 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] desk : 0.6087 0.7296 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] curtain : 0.7042 0.8101 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] refridgerator : 0.5954 0.6501 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] shower curtain : 0.6571 0.7275 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] toilet : 0.8827 0.9656 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] sink : 0.6265 0.7336 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] bathtub : 0.8744 0.9208 +[2025-02-27 14:34:35,399 INFO hook.py line 232 3679208] otherfurniture : 0.5439 0.6191 +[2025-02-27 14:34:35,399 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:34:35,399 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7048/0.7962/0.8951. +[2025-02-27 14:34:35,400 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:34:35,408 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.7048 +[2025-02-27 14:34:35,409 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7048 +[2025-02-27 14:34:35,409 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:35:01,912 INFO hook.py line 109 3679208] Train: [85/100][50/300] Data 0.005 (0.010) Batch 0.373 (0.375) Remain 00:29:39 loss: 0.0621 Lr: 4.03807e-04 +[2025-02-27 14:35:20,743 INFO hook.py line 109 3679208] Train: [85/100][100/300] Data 0.005 (0.009) Batch 0.351 (0.376) Remain 00:29:25 loss: 0.4472 Lr: 3.95568e-04 +[2025-02-27 14:35:37,922 INFO hook.py line 109 3679208] Train: [85/100][150/300] Data 0.003 (0.008) Batch 0.272 (0.365) Remain 00:28:16 loss: 0.2613 Lr: 3.87407e-04 +[2025-02-27 14:35:53,567 INFO hook.py line 109 3679208] Train: [85/100][200/300] Data 0.003 (0.007) Batch 0.397 (0.352) Remain 00:26:57 loss: 0.2498 Lr: 3.79326e-04 +[2025-02-27 14:36:09,645 INFO hook.py line 109 3679208] Train: [85/100][250/300] Data 0.014 (0.007) Batch 0.351 (0.346) Remain 00:26:12 loss: 0.1885 Lr: 3.71324e-04 +[2025-02-27 14:36:21,951 INFO hook.py line 109 3679208] Train: [85/100][300/300] Data 0.002 (0.006) Batch 0.194 (0.329) Remain 00:24:39 loss: 0.1683 Lr: 3.63403e-04 +[2025-02-27 14:36:21,953 INFO misc.py line 135 3679208] Train result: loss: 0.2259 +[2025-02-27 14:36:22,038 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:36:41,096 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1112 +[2025-02-27 14:36:41,148 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3996 +[2025-02-27 14:36:41,417 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3418 +[2025-02-27 14:36:41,468 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5396 +[2025-02-27 14:36:41,511 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2968 +[2025-02-27 14:36:41,560 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7596 +[2025-02-27 14:36:41,608 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4423 +[2025-02-27 14:36:41,633 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2312 +[2025-02-27 14:36:41,681 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.2009 +[2025-02-27 14:36:41,715 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8435 +[2025-02-27 14:36:41,758 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4646 +[2025-02-27 14:36:41,788 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0397 +[2025-02-27 14:36:41,832 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3111 +[2025-02-27 14:36:41,966 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.0753 +[2025-02-27 14:36:42,000 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0582 +[2025-02-27 14:36:42,041 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0800 +[2025-02-27 14:36:42,083 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5160 +[2025-02-27 14:36:42,114 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7437 +[2025-02-27 14:36:42,153 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0600 +[2025-02-27 14:36:42,186 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.3899 +[2025-02-27 14:36:42,220 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3310 +[2025-02-27 14:36:42,255 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3767 +[2025-02-27 14:36:42,283 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6743 +[2025-02-27 14:36:42,325 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9714 +[2025-02-27 14:36:42,362 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6738 +[2025-02-27 14:36:42,399 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4763 +[2025-02-27 14:36:42,446 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.1881 +[2025-02-27 14:36:42,483 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3960 +[2025-02-27 14:36:42,508 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.2984 +[2025-02-27 14:36:42,558 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5050 +[2025-02-27 14:36:42,614 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3484 +[2025-02-27 14:36:42,649 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4691 +[2025-02-27 14:36:42,700 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1846 +[2025-02-27 14:36:42,735 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9094 +[2025-02-27 14:36:42,768 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4550 +[2025-02-27 14:36:42,805 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9205 +[2025-02-27 14:36:42,844 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6100 +[2025-02-27 14:36:42,874 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3228 +[2025-02-27 14:36:42,932 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.5326 +[2025-02-27 14:36:42,978 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8382 +[2025-02-27 14:36:43,023 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1487 +[2025-02-27 14:36:43,057 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1767 +[2025-02-27 14:36:43,091 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1371 +[2025-02-27 14:36:43,144 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4199 +[2025-02-27 14:36:43,186 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5902 +[2025-02-27 14:36:43,237 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7120 +[2025-02-27 14:36:43,274 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8866 +[2025-02-27 14:36:43,303 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5007 +[2025-02-27 14:36:43,331 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8667 +[2025-02-27 14:36:43,359 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9200 +[2025-02-27 14:36:43,384 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7829 +[2025-02-27 14:36:43,413 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8257 +[2025-02-27 14:36:43,435 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2478 +[2025-02-27 14:36:43,465 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4366 +[2025-02-27 14:36:43,497 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0394 +[2025-02-27 14:36:43,534 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1937 +[2025-02-27 14:36:43,563 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5380 +[2025-02-27 14:36:43,587 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4981 +[2025-02-27 14:36:43,623 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8916 +[2025-02-27 14:36:43,654 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6953 +[2025-02-27 14:36:43,677 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7416 +[2025-02-27 14:36:43,709 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4580 +[2025-02-27 14:36:43,746 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8341 +[2025-02-27 14:36:43,799 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3338 +[2025-02-27 14:36:43,826 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9685 +[2025-02-27 14:36:43,865 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4195 +[2025-02-27 14:36:43,905 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.2920 +[2025-02-27 14:36:43,937 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.7256 +[2025-02-27 14:36:43,966 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3689 +[2025-02-27 14:36:44,019 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.9952 +[2025-02-27 14:36:44,059 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7349 +[2025-02-27 14:36:44,117 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2605 +[2025-02-27 14:36:44,173 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3104 +[2025-02-27 14:36:44,213 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1034 +[2025-02-27 14:36:44,261 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6500 +[2025-02-27 14:36:44,289 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8256 +[2025-02-27 14:36:44,345 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3023 +[2025-02-27 14:36:44,380 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6236 +[2025-02-27 14:36:45,998 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:36:45,998 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:36:45,998 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] wall : 0.8408 0.9298 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] floor : 0.9590 0.9837 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] cabinet : 0.6278 0.7992 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] bed : 0.8232 0.8714 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] chair : 0.8955 0.9483 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] sofa : 0.8171 0.8917 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] table : 0.7129 0.8297 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] door : 0.6334 0.7707 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] window : 0.5805 0.7517 +[2025-02-27 14:36:45,998 INFO hook.py line 232 3679208] bookshelf : 0.7916 0.8777 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] picture : 0.3399 0.4346 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] counter : 0.5457 0.6913 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] desk : 0.6222 0.7750 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] curtain : 0.7151 0.8082 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] refridgerator : 0.6025 0.6410 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] shower curtain : 0.6750 0.7477 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] toilet : 0.8987 0.9671 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] sink : 0.6310 0.7215 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] bathtub : 0.8739 0.9253 +[2025-02-27 14:36:45,999 INFO hook.py line 232 3679208] otherfurniture : 0.5666 0.6415 +[2025-02-27 14:36:45,999 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:36:45,999 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7076/0.8004/0.8958. +[2025-02-27 14:36:45,999 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:36:46,009 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.7076 +[2025-02-27 14:36:46,009 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7076 +[2025-02-27 14:36:46,009 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:37:09,255 INFO hook.py line 109 3679208] Train: [86/100][50/300] Data 0.004 (0.006) Batch 0.507 (0.319) Remain 00:23:41 loss: 0.2140 Lr: 3.55561e-04 +[2025-02-27 14:37:27,524 INFO hook.py line 109 3679208] Train: [86/100][100/300] Data 0.003 (0.006) Batch 0.393 (0.343) Remain 00:25:09 loss: 0.2195 Lr: 3.47800e-04 +[2025-02-27 14:37:46,707 INFO hook.py line 109 3679208] Train: [86/100][150/300] Data 0.011 (0.006) Batch 0.423 (0.357) Remain 00:25:52 loss: 0.2539 Lr: 3.40119e-04 +[2025-02-27 14:38:04,695 INFO hook.py line 109 3679208] Train: [86/100][200/300] Data 0.005 (0.006) Batch 0.345 (0.358) Remain 00:25:37 loss: 0.3487 Lr: 3.32519e-04 +[2025-02-27 14:38:23,137 INFO hook.py line 109 3679208] Train: [86/100][250/300] Data 0.005 (0.007) Batch 0.285 (0.360) Remain 00:25:29 loss: 0.1334 Lr: 3.25000e-04 +[2025-02-27 14:38:37,243 INFO hook.py line 109 3679208] Train: [86/100][300/300] Data 0.002 (0.007) Batch 0.196 (0.347) Remain 00:24:16 loss: 0.1697 Lr: 3.17563e-04 +[2025-02-27 14:38:37,244 INFO misc.py line 135 3679208] Train result: loss: 0.2342 +[2025-02-27 14:38:37,332 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:38:57,261 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1103 +[2025-02-27 14:38:57,759 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3326 +[2025-02-27 14:38:57,803 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3874 +[2025-02-27 14:38:57,855 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5347 +[2025-02-27 14:38:58,057 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4496 +[2025-02-27 14:38:58,118 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6685 +[2025-02-27 14:38:58,187 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3672 +[2025-02-27 14:38:58,234 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2832 +[2025-02-27 14:38:58,291 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0249 +[2025-02-27 14:38:58,333 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7510 +[2025-02-27 14:38:58,389 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5356 +[2025-02-27 14:38:58,436 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1185 +[2025-02-27 14:38:58,495 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3011 +[2025-02-27 14:38:58,939 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3230 +[2025-02-27 14:38:58,986 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2014 +[2025-02-27 14:38:59,039 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0804 +[2025-02-27 14:38:59,086 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5455 +[2025-02-27 14:38:59,136 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.6390 +[2025-02-27 14:38:59,188 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0678 +[2025-02-27 14:38:59,233 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4316 +[2025-02-27 14:38:59,268 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3210 +[2025-02-27 14:38:59,313 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4413 +[2025-02-27 14:38:59,348 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6744 +[2025-02-27 14:38:59,407 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8839 +[2025-02-27 14:38:59,446 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7363 +[2025-02-27 14:38:59,504 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.4651 +[2025-02-27 14:38:59,555 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2852 +[2025-02-27 14:38:59,593 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3429 +[2025-02-27 14:38:59,627 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3251 +[2025-02-27 14:38:59,693 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5831 +[2025-02-27 14:38:59,754 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4257 +[2025-02-27 14:38:59,791 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5216 +[2025-02-27 14:38:59,846 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1503 +[2025-02-27 14:38:59,883 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0881 +[2025-02-27 14:38:59,930 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3519 +[2025-02-27 14:38:59,978 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9147 +[2025-02-27 14:39:00,017 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6683 +[2025-02-27 14:39:00,045 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2668 +[2025-02-27 14:39:00,107 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6347 +[2025-02-27 14:39:00,166 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8682 +[2025-02-27 14:39:00,223 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.0981 +[2025-02-27 14:39:00,257 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1476 +[2025-02-27 14:39:00,307 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1374 +[2025-02-27 14:39:00,360 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4363 +[2025-02-27 14:39:00,408 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.6577 +[2025-02-27 14:39:00,463 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7393 +[2025-02-27 14:39:00,512 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.3936 +[2025-02-27 14:39:00,556 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4669 +[2025-02-27 14:39:00,598 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8613 +[2025-02-27 14:39:00,643 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9240 +[2025-02-27 14:39:00,679 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8542 +[2025-02-27 14:39:00,716 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8342 +[2025-02-27 14:39:00,748 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2382 +[2025-02-27 14:39:00,795 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3176 +[2025-02-27 14:39:00,835 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0355 +[2025-02-27 14:39:00,875 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1848 +[2025-02-27 14:39:00,914 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5584 +[2025-02-27 14:39:00,952 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.5077 +[2025-02-27 14:39:00,998 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9375 +[2025-02-27 14:39:01,037 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5483 +[2025-02-27 14:39:01,078 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6664 +[2025-02-27 14:39:01,116 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4534 +[2025-02-27 14:39:01,151 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9768 +[2025-02-27 14:39:01,205 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0983 +[2025-02-27 14:39:01,248 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8522 +[2025-02-27 14:39:01,290 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4938 +[2025-02-27 14:39:01,328 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3381 +[2025-02-27 14:39:01,363 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8584 +[2025-02-27 14:39:01,395 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3306 +[2025-02-27 14:39:01,449 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8825 +[2025-02-27 14:39:01,489 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8873 +[2025-02-27 14:39:01,539 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2598 +[2025-02-27 14:39:01,587 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.2960 +[2025-02-27 14:39:01,628 INFO hook.py line 289 3679208] Test: [74/78] Loss 1.9101 +[2025-02-27 14:39:01,679 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6045 +[2025-02-27 14:39:01,707 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8776 +[2025-02-27 14:39:01,761 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3331 +[2025-02-27 14:39:01,787 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6217 +[2025-02-27 14:39:03,333 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:39:03,333 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:39:03,333 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:39:03,333 INFO hook.py line 232 3679208] wall : 0.8422 0.9430 +[2025-02-27 14:39:03,333 INFO hook.py line 232 3679208] floor : 0.9596 0.9813 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] cabinet : 0.6289 0.7953 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] bed : 0.8090 0.8597 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] chair : 0.8862 0.9503 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] sofa : 0.8172 0.9251 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] table : 0.7249 0.8082 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] door : 0.6409 0.7469 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] window : 0.5869 0.7326 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] bookshelf : 0.7848 0.8823 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] picture : 0.3341 0.4078 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] counter : 0.5758 0.7052 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] desk : 0.6243 0.7889 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] curtain : 0.6995 0.7746 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] refridgerator : 0.5956 0.6432 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] shower curtain : 0.6791 0.7549 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] toilet : 0.8973 0.9653 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] sink : 0.6221 0.7062 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] bathtub : 0.8669 0.9237 +[2025-02-27 14:39:03,334 INFO hook.py line 232 3679208] otherfurniture : 0.5436 0.6222 +[2025-02-27 14:39:03,334 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:39:03,334 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7059/0.7958/0.8960. +[2025-02-27 14:39:03,335 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:39:03,343 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7076 +[2025-02-27 14:39:03,343 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:39:29,254 INFO hook.py line 109 3679208] Train: [87/100][50/300] Data 0.007 (0.016) Batch 0.313 (0.379) Remain 00:26:12 loss: 0.0693 Lr: 3.10207e-04 +[2025-02-27 14:39:47,664 INFO hook.py line 109 3679208] Train: [87/100][100/300] Data 0.007 (0.012) Batch 0.386 (0.373) Remain 00:25:31 loss: 0.2624 Lr: 3.02932e-04 +[2025-02-27 14:40:04,919 INFO hook.py line 109 3679208] Train: [87/100][150/300] Data 0.005 (0.010) Batch 0.311 (0.364) Remain 00:24:33 loss: 0.2339 Lr: 2.95740e-04 +[2025-02-27 14:40:22,677 INFO hook.py line 109 3679208] Train: [87/100][200/300] Data 0.005 (0.009) Batch 0.317 (0.362) Remain 00:24:06 loss: 0.1860 Lr: 2.88630e-04 +[2025-02-27 14:40:40,642 INFO hook.py line 109 3679208] Train: [87/100][250/300] Data 0.003 (0.009) Batch 0.372 (0.361) Remain 00:23:46 loss: 0.1967 Lr: 2.81602e-04 +[2025-02-27 14:40:53,275 INFO hook.py line 109 3679208] Train: [87/100][300/300] Data 0.002 (0.008) Batch 0.214 (0.343) Remain 00:22:17 loss: 0.2489 Lr: 2.74657e-04 +[2025-02-27 14:40:53,276 INFO misc.py line 135 3679208] Train result: loss: 0.2227 +[2025-02-27 14:40:53,349 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:41:10,667 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1233 +[2025-02-27 14:41:11,466 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4797 +[2025-02-27 14:41:11,525 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3939 +[2025-02-27 14:41:12,420 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5706 +[2025-02-27 14:41:12,478 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2693 +[2025-02-27 14:41:12,527 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7624 +[2025-02-27 14:41:12,842 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4399 +[2025-02-27 14:41:12,880 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2772 +[2025-02-27 14:41:12,924 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1248 +[2025-02-27 14:41:12,966 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.8013 +[2025-02-27 14:41:13,010 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5354 +[2025-02-27 14:41:13,053 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1386 +[2025-02-27 14:41:13,113 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3680 +[2025-02-27 14:41:13,157 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3629 +[2025-02-27 14:41:13,361 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.1765 +[2025-02-27 14:41:13,404 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0811 +[2025-02-27 14:41:13,446 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5137 +[2025-02-27 14:41:13,483 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7381 +[2025-02-27 14:41:13,525 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0623 +[2025-02-27 14:41:13,562 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4745 +[2025-02-27 14:41:13,597 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3576 +[2025-02-27 14:41:13,646 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3878 +[2025-02-27 14:41:13,671 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6780 +[2025-02-27 14:41:13,715 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8572 +[2025-02-27 14:41:13,763 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.8832 +[2025-02-27 14:41:13,803 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5340 +[2025-02-27 14:41:13,851 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3548 +[2025-02-27 14:41:13,882 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4070 +[2025-02-27 14:41:13,908 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3826 +[2025-02-27 14:41:13,961 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.6179 +[2025-02-27 14:41:14,015 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4439 +[2025-02-27 14:41:14,053 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5591 +[2025-02-27 14:41:14,101 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.2130 +[2025-02-27 14:41:14,149 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0794 +[2025-02-27 14:41:14,191 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3537 +[2025-02-27 14:41:14,232 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9746 +[2025-02-27 14:41:14,277 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6802 +[2025-02-27 14:41:14,307 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2856 +[2025-02-27 14:41:14,366 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.6635 +[2025-02-27 14:41:14,413 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8587 +[2025-02-27 14:41:14,468 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1171 +[2025-02-27 14:41:14,506 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1512 +[2025-02-27 14:41:14,548 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1385 +[2025-02-27 14:41:14,600 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4774 +[2025-02-27 14:41:14,632 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5023 +[2025-02-27 14:41:14,677 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7657 +[2025-02-27 14:41:14,717 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.9796 +[2025-02-27 14:41:14,748 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5271 +[2025-02-27 14:41:14,778 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8617 +[2025-02-27 14:41:14,810 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0974 +[2025-02-27 14:41:14,838 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8529 +[2025-02-27 14:41:14,871 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8082 +[2025-02-27 14:41:14,901 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2825 +[2025-02-27 14:41:14,936 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4826 +[2025-02-27 14:41:14,975 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0383 +[2025-02-27 14:41:15,012 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1852 +[2025-02-27 14:41:15,043 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5489 +[2025-02-27 14:41:15,070 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.3944 +[2025-02-27 14:41:15,107 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9069 +[2025-02-27 14:41:15,139 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5805 +[2025-02-27 14:41:15,163 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7119 +[2025-02-27 14:41:15,196 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5112 +[2025-02-27 14:41:15,231 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9752 +[2025-02-27 14:41:15,283 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0692 +[2025-02-27 14:41:15,310 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8661 +[2025-02-27 14:41:15,348 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.5448 +[2025-02-27 14:41:15,383 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3175 +[2025-02-27 14:41:15,416 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8881 +[2025-02-27 14:41:15,446 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3690 +[2025-02-27 14:41:15,499 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8073 +[2025-02-27 14:41:15,539 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8523 +[2025-02-27 14:41:15,588 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2356 +[2025-02-27 14:41:15,636 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3617 +[2025-02-27 14:41:15,677 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1582 +[2025-02-27 14:41:15,724 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6285 +[2025-02-27 14:41:15,757 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8845 +[2025-02-27 14:41:15,810 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2259 +[2025-02-27 14:41:15,834 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6126 +[2025-02-27 14:41:17,161 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:41:17,162 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:41:17,162 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] wall : 0.8419 0.9421 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] floor : 0.9587 0.9821 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] cabinet : 0.6472 0.7885 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] bed : 0.8095 0.8639 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] chair : 0.8958 0.9516 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] sofa : 0.8382 0.9250 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] table : 0.7083 0.8244 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] door : 0.6323 0.7522 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] window : 0.5772 0.6939 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] bookshelf : 0.7755 0.8763 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] picture : 0.3286 0.4260 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] counter : 0.6115 0.7259 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] desk : 0.6182 0.7781 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] curtain : 0.7095 0.8015 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] refridgerator : 0.5961 0.6472 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] shower curtain : 0.6674 0.7463 +[2025-02-27 14:41:17,162 INFO hook.py line 232 3679208] toilet : 0.8977 0.9684 +[2025-02-27 14:41:17,163 INFO hook.py line 232 3679208] sink : 0.6344 0.7044 +[2025-02-27 14:41:17,163 INFO hook.py line 232 3679208] bathtub : 0.8618 0.9240 +[2025-02-27 14:41:17,163 INFO hook.py line 232 3679208] otherfurniture : 0.5628 0.6431 +[2025-02-27 14:41:17,163 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:41:17,163 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7086/0.7982/0.8967. +[2025-02-27 14:41:17,163 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:41:17,171 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.7086 +[2025-02-27 14:41:17,172 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7086 +[2025-02-27 14:41:17,172 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:41:40,159 INFO hook.py line 109 3679208] Train: [88/100][50/300] Data 0.003 (0.004) Batch 0.254 (0.278) Remain 00:17:51 loss: 0.2460 Lr: 2.67794e-04 +[2025-02-27 14:41:53,487 INFO hook.py line 109 3679208] Train: [88/100][100/300] Data 0.002 (0.004) Batch 0.252 (0.272) Remain 00:17:14 loss: 0.2800 Lr: 2.61015e-04 +[2025-02-27 14:42:10,215 INFO hook.py line 109 3679208] Train: [88/100][150/300] Data 0.010 (0.005) Batch 0.344 (0.293) Remain 00:18:20 loss: 0.3758 Lr: 2.54318e-04 +[2025-02-27 14:42:28,210 INFO hook.py line 109 3679208] Train: [88/100][200/300] Data 0.012 (0.005) Batch 0.433 (0.310) Remain 00:19:08 loss: 0.1834 Lr: 2.47706e-04 +[2025-02-27 14:42:46,247 INFO hook.py line 109 3679208] Train: [88/100][250/300] Data 0.008 (0.006) Batch 0.274 (0.320) Remain 00:19:29 loss: 0.1201 Lr: 2.41176e-04 +[2025-02-27 14:43:00,259 INFO hook.py line 109 3679208] Train: [88/100][300/300] Data 0.002 (0.006) Batch 0.204 (0.314) Remain 00:18:49 loss: 0.0673 Lr: 2.34731e-04 +[2025-02-27 14:43:00,261 INFO misc.py line 135 3679208] Train result: loss: 0.2219 +[2025-02-27 14:43:00,354 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:43:20,500 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1280 +[2025-02-27 14:43:20,550 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4239 +[2025-02-27 14:43:20,601 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3769 +[2025-02-27 14:43:20,655 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5428 +[2025-02-27 14:43:20,710 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2196 +[2025-02-27 14:43:20,786 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.5201 +[2025-02-27 14:43:20,851 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4145 +[2025-02-27 14:43:20,905 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2996 +[2025-02-27 14:43:20,956 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0064 +[2025-02-27 14:43:21,007 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5409 +[2025-02-27 14:43:21,069 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5786 +[2025-02-27 14:43:21,116 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.8974 +[2025-02-27 14:43:21,175 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3791 +[2025-02-27 14:43:21,759 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.2873 +[2025-02-27 14:43:21,796 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.2200 +[2025-02-27 14:43:21,840 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1005 +[2025-02-27 14:43:21,877 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.6274 +[2025-02-27 14:43:21,930 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7622 +[2025-02-27 14:43:21,978 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1269 +[2025-02-27 14:43:22,022 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4393 +[2025-02-27 14:43:22,068 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3460 +[2025-02-27 14:43:22,110 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4532 +[2025-02-27 14:43:22,144 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6832 +[2025-02-27 14:43:22,191 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8602 +[2025-02-27 14:43:22,248 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7674 +[2025-02-27 14:43:22,302 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5511 +[2025-02-27 14:43:22,359 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2192 +[2025-02-27 14:43:22,404 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4173 +[2025-02-27 14:43:22,443 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3534 +[2025-02-27 14:43:22,509 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5798 +[2025-02-27 14:43:22,564 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4792 +[2025-02-27 14:43:22,606 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4832 +[2025-02-27 14:43:22,656 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1987 +[2025-02-27 14:43:22,703 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9680 +[2025-02-27 14:43:22,742 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3858 +[2025-02-27 14:43:22,784 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9248 +[2025-02-27 14:43:22,824 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7108 +[2025-02-27 14:43:22,884 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2645 +[2025-02-27 14:43:22,948 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4658 +[2025-02-27 14:43:22,996 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8411 +[2025-02-27 14:43:23,042 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2298 +[2025-02-27 14:43:23,081 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1389 +[2025-02-27 14:43:23,122 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1730 +[2025-02-27 14:43:23,182 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4594 +[2025-02-27 14:43:23,235 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4766 +[2025-02-27 14:43:23,301 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7517 +[2025-02-27 14:43:23,342 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.8551 +[2025-02-27 14:43:23,389 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5612 +[2025-02-27 14:43:23,449 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9776 +[2025-02-27 14:43:23,495 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0949 +[2025-02-27 14:43:23,531 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9163 +[2025-02-27 14:43:23,571 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8590 +[2025-02-27 14:43:23,616 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2668 +[2025-02-27 14:43:23,665 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3133 +[2025-02-27 14:43:23,703 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0374 +[2025-02-27 14:43:23,756 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1938 +[2025-02-27 14:43:23,795 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5610 +[2025-02-27 14:43:23,835 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4202 +[2025-02-27 14:43:23,875 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8482 +[2025-02-27 14:43:23,912 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5635 +[2025-02-27 14:43:23,939 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7351 +[2025-02-27 14:43:23,972 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4633 +[2025-02-27 14:43:24,010 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8739 +[2025-02-27 14:43:24,064 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2295 +[2025-02-27 14:43:24,091 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8337 +[2025-02-27 14:43:24,131 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4181 +[2025-02-27 14:43:24,169 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.2974 +[2025-02-27 14:43:24,203 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8838 +[2025-02-27 14:43:24,238 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3693 +[2025-02-27 14:43:24,292 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7931 +[2025-02-27 14:43:24,338 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8948 +[2025-02-27 14:43:24,388 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2979 +[2025-02-27 14:43:24,437 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3246 +[2025-02-27 14:43:24,478 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0124 +[2025-02-27 14:43:24,526 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6245 +[2025-02-27 14:43:24,554 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9372 +[2025-02-27 14:43:24,608 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2549 +[2025-02-27 14:43:24,635 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6398 +[2025-02-27 14:43:26,153 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:43:26,153 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:43:26,153 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] wall : 0.8437 0.9402 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] floor : 0.9578 0.9835 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] cabinet : 0.6360 0.7915 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] bed : 0.8160 0.8706 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] chair : 0.8950 0.9514 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] sofa : 0.8420 0.9156 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] table : 0.7083 0.8157 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] door : 0.6454 0.7846 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] window : 0.5695 0.6666 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] bookshelf : 0.7798 0.8599 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] picture : 0.3325 0.4225 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] counter : 0.6167 0.7483 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] desk : 0.6225 0.7878 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] curtain : 0.7084 0.8226 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] refridgerator : 0.5994 0.6604 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] shower curtain : 0.6545 0.7349 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] toilet : 0.8920 0.9628 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] sink : 0.6362 0.7184 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] bathtub : 0.8665 0.9180 +[2025-02-27 14:43:26,153 INFO hook.py line 232 3679208] otherfurniture : 0.5682 0.6487 +[2025-02-27 14:43:26,153 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:43:26,153 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7095/0.8002/0.8972. +[2025-02-27 14:43:26,154 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:43:26,162 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.7095 +[2025-02-27 14:43:26,162 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7095 +[2025-02-27 14:43:26,162 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:43:52,320 INFO hook.py line 109 3679208] Train: [89/100][50/300] Data 0.005 (0.007) Batch 0.403 (0.357) Remain 00:21:06 loss: 0.0811 Lr: 2.28369e-04 +[2025-02-27 14:44:10,129 INFO hook.py line 109 3679208] Train: [89/100][100/300] Data 0.009 (0.008) Batch 0.327 (0.356) Remain 00:20:47 loss: 0.3715 Lr: 2.22092e-04 +[2025-02-27 14:44:28,396 INFO hook.py line 109 3679208] Train: [89/100][150/300] Data 0.003 (0.008) Batch 0.276 (0.359) Remain 00:20:40 loss: 0.3537 Lr: 2.15899e-04 +[2025-02-27 14:44:46,515 INFO hook.py line 109 3679208] Train: [89/100][200/300] Data 0.009 (0.008) Batch 0.303 (0.360) Remain 00:20:24 loss: 0.0792 Lr: 2.09791e-04 +[2025-02-27 14:45:03,858 INFO hook.py line 109 3679208] Train: [89/100][250/300] Data 0.007 (0.008) Batch 0.377 (0.358) Remain 00:19:57 loss: 0.2918 Lr: 2.03768e-04 +[2025-02-27 14:45:17,629 INFO hook.py line 109 3679208] Train: [89/100][300/300] Data 0.002 (0.007) Batch 0.207 (0.344) Remain 00:18:54 loss: 0.3708 Lr: 1.97829e-04 +[2025-02-27 14:45:17,630 INFO misc.py line 135 3679208] Train result: loss: 0.2175 +[2025-02-27 14:45:17,726 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:45:35,875 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1184 +[2025-02-27 14:45:35,929 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3803 +[2025-02-27 14:45:36,013 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3812 +[2025-02-27 14:45:36,057 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5388 +[2025-02-27 14:45:36,098 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2904 +[2025-02-27 14:45:36,435 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7227 +[2025-02-27 14:45:36,483 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4249 +[2025-02-27 14:45:36,521 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2738 +[2025-02-27 14:45:36,570 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1496 +[2025-02-27 14:45:36,616 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5977 +[2025-02-27 14:45:36,673 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5308 +[2025-02-27 14:45:36,716 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0674 +[2025-02-27 14:45:36,761 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3596 +[2025-02-27 14:45:36,807 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.2818 +[2025-02-27 14:45:36,842 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.1152 +[2025-02-27 14:45:36,897 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0758 +[2025-02-27 14:45:36,933 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5922 +[2025-02-27 14:45:36,975 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7725 +[2025-02-27 14:45:37,019 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1917 +[2025-02-27 14:45:37,056 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4847 +[2025-02-27 14:45:37,107 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3593 +[2025-02-27 14:45:37,153 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4218 +[2025-02-27 14:45:37,186 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7927 +[2025-02-27 14:45:37,228 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8537 +[2025-02-27 14:45:37,267 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7548 +[2025-02-27 14:45:37,315 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5498 +[2025-02-27 14:45:37,363 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3472 +[2025-02-27 14:45:37,401 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.3576 +[2025-02-27 14:45:37,437 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3810 +[2025-02-27 14:45:37,487 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5789 +[2025-02-27 14:45:37,543 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4435 +[2025-02-27 14:45:37,584 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5142 +[2025-02-27 14:45:37,633 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1684 +[2025-02-27 14:45:37,669 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9900 +[2025-02-27 14:45:37,705 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4650 +[2025-02-27 14:45:37,747 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9372 +[2025-02-27 14:45:37,788 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.7012 +[2025-02-27 14:45:37,828 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2976 +[2025-02-27 14:45:37,894 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4792 +[2025-02-27 14:45:37,948 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9161 +[2025-02-27 14:45:37,996 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1998 +[2025-02-27 14:45:38,029 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1461 +[2025-02-27 14:45:38,071 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1431 +[2025-02-27 14:45:38,128 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4135 +[2025-02-27 14:45:38,161 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5543 +[2025-02-27 14:45:38,209 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7667 +[2025-02-27 14:45:38,251 INFO hook.py line 289 3679208] Test: [47/78] Loss 1.9197 +[2025-02-27 14:45:38,286 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4996 +[2025-02-27 14:45:38,319 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9901 +[2025-02-27 14:45:38,349 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.1192 +[2025-02-27 14:45:38,376 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7896 +[2025-02-27 14:45:38,408 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8470 +[2025-02-27 14:45:38,432 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.4222 +[2025-02-27 14:45:38,465 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.2819 +[2025-02-27 14:45:38,500 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0407 +[2025-02-27 14:45:38,538 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2055 +[2025-02-27 14:45:38,570 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5612 +[2025-02-27 14:45:38,596 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.3801 +[2025-02-27 14:45:38,633 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8721 +[2025-02-27 14:45:38,666 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5669 +[2025-02-27 14:45:38,696 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.6766 +[2025-02-27 14:45:38,728 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4708 +[2025-02-27 14:45:38,762 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8563 +[2025-02-27 14:45:38,819 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.0434 +[2025-02-27 14:45:38,846 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9307 +[2025-02-27 14:45:38,884 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4450 +[2025-02-27 14:45:38,920 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3193 +[2025-02-27 14:45:38,951 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9933 +[2025-02-27 14:45:38,979 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3406 +[2025-02-27 14:45:39,031 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8575 +[2025-02-27 14:45:39,071 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.7973 +[2025-02-27 14:45:39,121 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2492 +[2025-02-27 14:45:39,167 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3129 +[2025-02-27 14:45:39,207 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0219 +[2025-02-27 14:45:39,254 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6268 +[2025-02-27 14:45:39,282 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9004 +[2025-02-27 14:45:39,340 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2750 +[2025-02-27 14:45:39,366 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6340 +[2025-02-27 14:45:40,750 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:45:40,751 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:45:40,751 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] wall : 0.8442 0.9412 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] floor : 0.9584 0.9838 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] cabinet : 0.6417 0.8021 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] bed : 0.8126 0.8744 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] chair : 0.8979 0.9460 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] sofa : 0.8364 0.9205 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] table : 0.7177 0.8298 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] door : 0.6430 0.7634 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] window : 0.5886 0.7122 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] bookshelf : 0.7683 0.8851 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] picture : 0.3416 0.4416 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] counter : 0.5957 0.7034 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] desk : 0.6233 0.7603 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] curtain : 0.6999 0.7813 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] refridgerator : 0.5793 0.6235 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] shower curtain : 0.6581 0.7304 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] toilet : 0.8929 0.9679 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] sink : 0.6301 0.7193 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] bathtub : 0.8666 0.9309 +[2025-02-27 14:45:40,751 INFO hook.py line 232 3679208] otherfurniture : 0.5534 0.6307 +[2025-02-27 14:45:40,751 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:45:40,751 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7075/0.7974/0.8973. +[2025-02-27 14:45:40,751 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:45:40,760 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7095 +[2025-02-27 14:45:40,761 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:46:04,488 INFO hook.py line 109 3679208] Train: [90/100][50/300] Data 0.003 (0.005) Batch 0.333 (0.317) Remain 00:17:11 loss: 0.1997 Lr: 1.91976e-04 +[2025-02-27 14:46:20,605 INFO hook.py line 109 3679208] Train: [90/100][100/300] Data 0.005 (0.005) Batch 0.328 (0.320) Remain 00:17:03 loss: 0.0884 Lr: 1.86208e-04 +[2025-02-27 14:46:36,344 INFO hook.py line 109 3679208] Train: [90/100][150/300] Data 0.003 (0.005) Batch 0.231 (0.318) Remain 00:16:42 loss: 0.1313 Lr: 1.80525e-04 +[2025-02-27 14:46:50,191 INFO hook.py line 109 3679208] Train: [90/100][200/300] Data 0.004 (0.005) Batch 0.267 (0.308) Remain 00:15:53 loss: 0.3035 Lr: 1.74928e-04 +[2025-02-27 14:47:03,775 INFO hook.py line 109 3679208] Train: [90/100][250/300] Data 0.004 (0.005) Batch 0.260 (0.300) Remain 00:15:16 loss: 0.1793 Lr: 1.69417e-04 +[2025-02-27 14:47:16,582 INFO hook.py line 109 3679208] Train: [90/100][300/300] Data 0.003 (0.005) Batch 0.217 (0.293) Remain 00:14:38 loss: 0.1332 Lr: 1.63992e-04 +[2025-02-27 14:47:16,582 INFO misc.py line 135 3679208] Train result: loss: 0.2138 +[2025-02-27 14:47:16,671 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:47:35,996 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1224 +[2025-02-27 14:47:37,529 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4678 +[2025-02-27 14:47:37,577 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3462 +[2025-02-27 14:47:37,630 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5454 +[2025-02-27 14:47:37,681 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2181 +[2025-02-27 14:47:37,738 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6784 +[2025-02-27 14:47:37,789 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3913 +[2025-02-27 14:47:37,835 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2558 +[2025-02-27 14:47:37,880 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0866 +[2025-02-27 14:47:37,924 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.7469 +[2025-02-27 14:47:37,982 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5485 +[2025-02-27 14:47:38,028 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9714 +[2025-02-27 14:47:38,074 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.7010 +[2025-02-27 14:47:38,127 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.4085 +[2025-02-27 14:47:38,173 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0585 +[2025-02-27 14:47:38,227 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1024 +[2025-02-27 14:47:38,265 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5842 +[2025-02-27 14:47:38,302 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.8007 +[2025-02-27 14:47:38,342 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0335 +[2025-02-27 14:47:38,385 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5114 +[2025-02-27 14:47:38,431 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3226 +[2025-02-27 14:47:38,471 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3704 +[2025-02-27 14:47:38,517 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7442 +[2025-02-27 14:47:38,571 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8975 +[2025-02-27 14:47:38,616 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6801 +[2025-02-27 14:47:38,667 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5035 +[2025-02-27 14:47:38,717 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.4146 +[2025-02-27 14:47:38,759 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5682 +[2025-02-27 14:47:38,805 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3676 +[2025-02-27 14:47:38,862 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5517 +[2025-02-27 14:47:38,932 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4538 +[2025-02-27 14:47:38,975 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4921 +[2025-02-27 14:47:39,033 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1867 +[2025-02-27 14:47:39,079 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9774 +[2025-02-27 14:47:39,128 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4020 +[2025-02-27 14:47:39,182 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9194 +[2025-02-27 14:47:39,232 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5733 +[2025-02-27 14:47:39,276 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3013 +[2025-02-27 14:47:39,340 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4486 +[2025-02-27 14:47:39,404 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9064 +[2025-02-27 14:47:39,456 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2010 +[2025-02-27 14:47:39,492 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1597 +[2025-02-27 14:47:39,535 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1342 +[2025-02-27 14:47:39,599 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4388 +[2025-02-27 14:47:39,642 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4388 +[2025-02-27 14:47:39,696 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7685 +[2025-02-27 14:47:39,748 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1045 +[2025-02-27 14:47:39,794 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5029 +[2025-02-27 14:47:39,839 INFO hook.py line 289 3679208] Test: [49/78] Loss 1.0324 +[2025-02-27 14:47:39,879 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0471 +[2025-02-27 14:47:39,914 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7319 +[2025-02-27 14:47:39,947 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8271 +[2025-02-27 14:47:39,980 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3134 +[2025-02-27 14:47:40,022 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4030 +[2025-02-27 14:47:40,066 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0476 +[2025-02-27 14:47:40,111 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1899 +[2025-02-27 14:47:40,157 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6382 +[2025-02-27 14:47:40,190 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.3898 +[2025-02-27 14:47:40,227 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8485 +[2025-02-27 14:47:40,260 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.4837 +[2025-02-27 14:47:40,293 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9627 +[2025-02-27 14:47:40,328 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4488 +[2025-02-27 14:47:40,364 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.7683 +[2025-02-27 14:47:40,418 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2961 +[2025-02-27 14:47:40,446 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8454 +[2025-02-27 14:47:40,488 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4160 +[2025-02-27 14:47:40,527 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3261 +[2025-02-27 14:47:40,563 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8796 +[2025-02-27 14:47:40,592 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3533 +[2025-02-27 14:47:40,649 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7838 +[2025-02-27 14:47:40,691 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8404 +[2025-02-27 14:47:40,741 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2330 +[2025-02-27 14:47:40,790 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3104 +[2025-02-27 14:47:40,837 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1384 +[2025-02-27 14:47:40,885 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.7052 +[2025-02-27 14:47:40,914 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9305 +[2025-02-27 14:47:40,967 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2431 +[2025-02-27 14:47:40,994 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.7141 +[2025-02-27 14:47:42,564 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:47:42,565 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:47:42,565 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:47:42,565 INFO hook.py line 232 3679208] wall : 0.8412 0.9475 +[2025-02-27 14:47:42,565 INFO hook.py line 232 3679208] floor : 0.9586 0.9835 +[2025-02-27 14:47:42,565 INFO hook.py line 232 3679208] cabinet : 0.6429 0.7735 +[2025-02-27 14:47:42,566 INFO hook.py line 232 3679208] bed : 0.8182 0.8852 +[2025-02-27 14:47:42,566 INFO hook.py line 232 3679208] chair : 0.8973 0.9388 +[2025-02-27 14:47:42,566 INFO hook.py line 232 3679208] sofa : 0.8354 0.9180 +[2025-02-27 14:47:42,566 INFO hook.py line 232 3679208] table : 0.7196 0.8199 +[2025-02-27 14:47:42,566 INFO hook.py line 232 3679208] door : 0.6426 0.7639 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] window : 0.5838 0.6925 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] bookshelf : 0.7694 0.8666 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] picture : 0.3388 0.4444 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] counter : 0.6041 0.7701 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] desk : 0.6290 0.7766 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] curtain : 0.6984 0.7996 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] refridgerator : 0.6085 0.6798 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] shower curtain : 0.6561 0.7341 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] toilet : 0.8937 0.9668 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] sink : 0.6347 0.7302 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] bathtub : 0.8702 0.9207 +[2025-02-27 14:47:42,567 INFO hook.py line 232 3679208] otherfurniture : 0.5642 0.6338 +[2025-02-27 14:47:42,567 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:47:42,567 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7103/0.8023/0.8976. +[2025-02-27 14:47:42,568 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:47:42,581 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.7103 +[2025-02-27 14:47:42,581 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7103 +[2025-02-27 14:47:42,581 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:48:09,275 INFO hook.py line 109 3679208] Train: [91/100][50/300] Data 0.007 (0.007) Batch 0.313 (0.368) Remain 00:18:05 loss: 0.2518 Lr: 1.58653e-04 +[2025-02-27 14:48:27,125 INFO hook.py line 109 3679208] Train: [91/100][100/300] Data 0.009 (0.007) Batch 0.361 (0.362) Remain 00:17:30 loss: 0.3357 Lr: 1.53400e-04 +[2025-02-27 14:48:44,932 INFO hook.py line 109 3679208] Train: [91/100][150/300] Data 0.011 (0.008) Batch 0.320 (0.360) Remain 00:17:06 loss: 0.3404 Lr: 1.48234e-04 +[2025-02-27 14:49:02,719 INFO hook.py line 109 3679208] Train: [91/100][200/300] Data 0.004 (0.007) Batch 0.303 (0.359) Remain 00:16:45 loss: 0.0926 Lr: 1.43155e-04 +[2025-02-27 14:49:20,811 INFO hook.py line 109 3679208] Train: [91/100][250/300] Data 0.008 (0.008) Batch 0.335 (0.360) Remain 00:16:29 loss: 0.2285 Lr: 1.38162e-04 +[2025-02-27 14:49:34,657 INFO hook.py line 109 3679208] Train: [91/100][300/300] Data 0.002 (0.007) Batch 0.197 (0.346) Remain 00:15:33 loss: 0.1024 Lr: 1.33256e-04 +[2025-02-27 14:49:34,658 INFO misc.py line 135 3679208] Train result: loss: 0.2137 +[2025-02-27 14:49:34,740 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:49:53,759 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1212 +[2025-02-27 14:49:55,297 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4645 +[2025-02-27 14:49:55,344 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4963 +[2025-02-27 14:49:55,406 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5536 +[2025-02-27 14:49:55,452 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2827 +[2025-02-27 14:49:55,521 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6623 +[2025-02-27 14:49:55,578 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4258 +[2025-02-27 14:49:55,638 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2737 +[2025-02-27 14:49:55,689 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0816 +[2025-02-27 14:49:55,734 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6224 +[2025-02-27 14:49:55,785 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5693 +[2025-02-27 14:49:55,832 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0530 +[2025-02-27 14:49:55,881 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.5821 +[2025-02-27 14:49:55,918 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3611 +[2025-02-27 14:49:55,970 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0710 +[2025-02-27 14:49:56,024 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.1027 +[2025-02-27 14:49:56,062 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5624 +[2025-02-27 14:49:56,100 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7870 +[2025-02-27 14:49:56,143 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0039 +[2025-02-27 14:49:56,176 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5017 +[2025-02-27 14:49:56,211 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3563 +[2025-02-27 14:49:56,254 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3676 +[2025-02-27 14:49:56,287 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.8186 +[2025-02-27 14:49:56,331 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8699 +[2025-02-27 14:49:56,369 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.6663 +[2025-02-27 14:49:56,410 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5924 +[2025-02-27 14:49:56,458 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3242 +[2025-02-27 14:49:56,490 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.5147 +[2025-02-27 14:49:56,521 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3443 +[2025-02-27 14:49:56,574 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5530 +[2025-02-27 14:49:56,628 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4591 +[2025-02-27 14:49:56,661 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5335 +[2025-02-27 14:49:56,712 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1775 +[2025-02-27 14:49:56,751 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0266 +[2025-02-27 14:49:56,786 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4061 +[2025-02-27 14:49:56,831 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9539 +[2025-02-27 14:49:56,873 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6329 +[2025-02-27 14:49:56,911 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2949 +[2025-02-27 14:49:56,976 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2635 +[2025-02-27 14:49:57,021 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9049 +[2025-02-27 14:49:57,064 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2375 +[2025-02-27 14:49:57,094 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1598 +[2025-02-27 14:49:57,126 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1453 +[2025-02-27 14:49:57,184 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4657 +[2025-02-27 14:49:57,229 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4841 +[2025-02-27 14:49:57,274 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7654 +[2025-02-27 14:49:57,311 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1915 +[2025-02-27 14:49:57,348 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.5347 +[2025-02-27 14:49:57,381 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9880 +[2025-02-27 14:49:57,412 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.3477 +[2025-02-27 14:49:57,440 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7413 +[2025-02-27 14:49:57,475 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7385 +[2025-02-27 14:49:57,504 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2687 +[2025-02-27 14:49:57,539 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3283 +[2025-02-27 14:49:57,575 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0401 +[2025-02-27 14:49:57,614 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2006 +[2025-02-27 14:49:57,648 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5865 +[2025-02-27 14:49:57,675 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4097 +[2025-02-27 14:49:57,712 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8538 +[2025-02-27 14:49:57,744 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.4939 +[2025-02-27 14:49:57,769 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.9182 +[2025-02-27 14:49:57,802 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.5057 +[2025-02-27 14:49:57,840 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8293 +[2025-02-27 14:49:57,894 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4011 +[2025-02-27 14:49:57,922 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9010 +[2025-02-27 14:49:57,965 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4042 +[2025-02-27 14:49:58,004 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3421 +[2025-02-27 14:49:58,037 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9073 +[2025-02-27 14:49:58,066 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3433 +[2025-02-27 14:49:58,122 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.6881 +[2025-02-27 14:49:58,163 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8027 +[2025-02-27 14:49:58,213 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2577 +[2025-02-27 14:49:58,262 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3625 +[2025-02-27 14:49:58,301 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0095 +[2025-02-27 14:49:58,348 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6513 +[2025-02-27 14:49:58,379 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8976 +[2025-02-27 14:49:58,433 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2444 +[2025-02-27 14:49:58,460 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6596 +[2025-02-27 14:49:59,985 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:49:59,986 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:49:59,986 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] wall : 0.8432 0.9406 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] floor : 0.9580 0.9836 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] cabinet : 0.6429 0.7821 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] bed : 0.8081 0.8748 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] chair : 0.8949 0.9436 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] sofa : 0.8242 0.9166 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] table : 0.7176 0.8178 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] door : 0.6396 0.7746 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] window : 0.5877 0.7020 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] bookshelf : 0.7736 0.8514 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] picture : 0.3346 0.4404 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] counter : 0.6032 0.7588 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] desk : 0.6329 0.7874 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] curtain : 0.6919 0.7853 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] refridgerator : 0.5981 0.6487 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] shower curtain : 0.6436 0.7084 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] toilet : 0.9018 0.9675 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] sink : 0.6284 0.7120 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] bathtub : 0.8733 0.9241 +[2025-02-27 14:49:59,986 INFO hook.py line 232 3679208] otherfurniture : 0.5783 0.6714 +[2025-02-27 14:49:59,986 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:49:59,986 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7088/0.7996/0.8974. +[2025-02-27 14:49:59,987 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:49:59,995 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7103 +[2025-02-27 14:49:59,995 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:50:26,389 INFO hook.py line 109 3679208] Train: [92/100][50/300] Data 0.012 (0.009) Batch 0.445 (0.372) Remain 00:16:25 loss: 0.4851 Lr: 1.28438e-04 +[2025-02-27 14:50:42,541 INFO hook.py line 109 3679208] Train: [92/100][100/300] Data 0.007 (0.008) Batch 0.351 (0.347) Remain 00:15:01 loss: 0.1310 Lr: 1.23706e-04 +[2025-02-27 14:50:58,807 INFO hook.py line 109 3679208] Train: [92/100][150/300] Data 0.007 (0.007) Batch 0.332 (0.339) Remain 00:14:25 loss: 0.2312 Lr: 1.19062e-04 +[2025-02-27 14:51:14,714 INFO hook.py line 109 3679208] Train: [92/100][200/300] Data 0.005 (0.007) Batch 0.325 (0.334) Remain 00:13:55 loss: 0.2635 Lr: 1.14506e-04 +[2025-02-27 14:51:30,631 INFO hook.py line 109 3679208] Train: [92/100][250/300] Data 0.002 (0.006) Batch 0.312 (0.331) Remain 00:13:30 loss: 0.0498 Lr: 1.10037e-04 +[2025-02-27 14:51:42,838 INFO hook.py line 109 3679208] Train: [92/100][300/300] Data 0.001 (0.006) Batch 0.186 (0.316) Remain 00:12:39 loss: 0.3254 Lr: 1.05656e-04 +[2025-02-27 14:51:42,838 INFO misc.py line 135 3679208] Train result: loss: 0.2074 +[2025-02-27 14:51:42,910 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:51:59,121 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1160 +[2025-02-27 14:51:59,179 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4383 +[2025-02-27 14:51:59,214 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4318 +[2025-02-27 14:51:59,262 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5423 +[2025-02-27 14:51:59,306 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.4083 +[2025-02-27 14:51:59,357 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6373 +[2025-02-27 14:51:59,406 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3980 +[2025-02-27 14:51:59,433 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2622 +[2025-02-27 14:51:59,485 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0866 +[2025-02-27 14:51:59,528 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5055 +[2025-02-27 14:51:59,587 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4897 +[2025-02-27 14:51:59,633 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9492 +[2025-02-27 14:51:59,678 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3868 +[2025-02-27 14:51:59,718 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.2063 +[2025-02-27 14:51:59,763 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0623 +[2025-02-27 14:51:59,807 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0861 +[2025-02-27 14:51:59,856 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5850 +[2025-02-27 14:51:59,896 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7559 +[2025-02-27 14:51:59,937 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1775 +[2025-02-27 14:51:59,981 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5125 +[2025-02-27 14:52:00,026 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3609 +[2025-02-27 14:52:00,065 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.2976 +[2025-02-27 14:52:00,093 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7545 +[2025-02-27 14:52:00,141 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.9191 +[2025-02-27 14:52:00,195 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7567 +[2025-02-27 14:52:00,241 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5608 +[2025-02-27 14:52:00,291 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3078 +[2025-02-27 14:52:00,338 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4238 +[2025-02-27 14:52:00,384 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3751 +[2025-02-27 14:52:00,441 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5417 +[2025-02-27 14:52:00,509 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4176 +[2025-02-27 14:52:00,542 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5520 +[2025-02-27 14:52:00,603 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1766 +[2025-02-27 14:52:00,646 INFO hook.py line 289 3679208] Test: [34/78] Loss 0.9849 +[2025-02-27 14:52:00,685 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4212 +[2025-02-27 14:52:00,730 INFO hook.py line 289 3679208] Test: [36/78] Loss 1.0346 +[2025-02-27 14:52:00,773 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.5615 +[2025-02-27 14:52:00,811 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2976 +[2025-02-27 14:52:00,870 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.4464 +[2025-02-27 14:52:00,916 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8933 +[2025-02-27 14:52:00,970 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2452 +[2025-02-27 14:52:01,006 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1607 +[2025-02-27 14:52:01,062 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1365 +[2025-02-27 14:52:01,127 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4277 +[2025-02-27 14:52:01,169 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4558 +[2025-02-27 14:52:01,227 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7918 +[2025-02-27 14:52:01,279 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.3012 +[2025-02-27 14:52:01,321 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4578 +[2025-02-27 14:52:01,356 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8984 +[2025-02-27 14:52:01,387 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9755 +[2025-02-27 14:52:01,415 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.7748 +[2025-02-27 14:52:01,450 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7731 +[2025-02-27 14:52:01,476 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3468 +[2025-02-27 14:52:01,517 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4065 +[2025-02-27 14:52:01,552 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0462 +[2025-02-27 14:52:01,594 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2051 +[2025-02-27 14:52:01,630 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6154 +[2025-02-27 14:52:01,664 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.3945 +[2025-02-27 14:52:01,703 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8525 +[2025-02-27 14:52:01,738 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6215 +[2025-02-27 14:52:01,762 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7860 +[2025-02-27 14:52:01,795 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4638 +[2025-02-27 14:52:01,831 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.9713 +[2025-02-27 14:52:01,888 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.4169 +[2025-02-27 14:52:01,916 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8783 +[2025-02-27 14:52:01,955 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4621 +[2025-02-27 14:52:01,994 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3012 +[2025-02-27 14:52:02,027 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8437 +[2025-02-27 14:52:02,056 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3637 +[2025-02-27 14:52:02,111 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7985 +[2025-02-27 14:52:02,156 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8525 +[2025-02-27 14:52:02,205 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2073 +[2025-02-27 14:52:02,254 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3162 +[2025-02-27 14:52:02,298 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0534 +[2025-02-27 14:52:02,346 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5609 +[2025-02-27 14:52:02,374 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8829 +[2025-02-27 14:52:02,429 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2424 +[2025-02-27 14:52:02,456 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6545 +[2025-02-27 14:52:04,621 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:52:04,621 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:52:04,621 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:52:04,621 INFO hook.py line 232 3679208] wall : 0.8440 0.9384 +[2025-02-27 14:52:04,621 INFO hook.py line 232 3679208] floor : 0.9578 0.9833 +[2025-02-27 14:52:04,621 INFO hook.py line 232 3679208] cabinet : 0.6468 0.7761 +[2025-02-27 14:52:04,621 INFO hook.py line 232 3679208] bed : 0.8141 0.8743 +[2025-02-27 14:52:04,621 INFO hook.py line 232 3679208] chair : 0.8966 0.9472 +[2025-02-27 14:52:04,621 INFO hook.py line 232 3679208] sofa : 0.8401 0.9109 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] table : 0.7163 0.8228 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] door : 0.6390 0.7666 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] window : 0.5864 0.7299 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] bookshelf : 0.7737 0.8732 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] picture : 0.3442 0.4474 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] counter : 0.6220 0.7641 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] desk : 0.6325 0.7928 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] curtain : 0.7064 0.8157 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] refridgerator : 0.6017 0.6621 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] shower curtain : 0.6609 0.7338 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] toilet : 0.9025 0.9667 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] sink : 0.6328 0.7144 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] bathtub : 0.8691 0.9243 +[2025-02-27 14:52:04,622 INFO hook.py line 232 3679208] otherfurniture : 0.5651 0.6477 +[2025-02-27 14:52:04,622 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:52:04,622 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7126/0.8046/0.8978. +[2025-02-27 14:52:04,626 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:52:04,639 INFO misc.py line 159 3679208] Best validation mIoU updated to: 0.7126 +[2025-02-27 14:52:04,640 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 14:52:04,640 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:52:30,083 INFO hook.py line 109 3679208] Train: [93/100][50/300] Data 0.016 (0.007) Batch 0.323 (0.351) Remain 00:13:44 loss: 0.5484 Lr: 1.01363e-04 +[2025-02-27 14:52:47,788 INFO hook.py line 109 3679208] Train: [93/100][100/300] Data 0.003 (0.008) Batch 0.326 (0.353) Remain 00:13:30 loss: 0.1869 Lr: 9.71574e-05 +[2025-02-27 14:53:05,787 INFO hook.py line 109 3679208] Train: [93/100][150/300] Data 0.004 (0.007) Batch 0.397 (0.355) Remain 00:13:18 loss: 0.2344 Lr: 9.30405e-05 +[2025-02-27 14:53:23,730 INFO hook.py line 109 3679208] Train: [93/100][200/300] Data 0.003 (0.007) Batch 0.327 (0.356) Remain 00:13:03 loss: 0.0781 Lr: 8.90120e-05 +[2025-02-27 14:53:41,998 INFO hook.py line 109 3679208] Train: [93/100][250/300] Data 0.015 (0.008) Batch 0.359 (0.358) Remain 00:12:49 loss: 0.0722 Lr: 8.51498e-05 +[2025-02-27 14:53:55,648 INFO hook.py line 109 3679208] Train: [93/100][300/300] Data 0.002 (0.007) Batch 0.204 (0.344) Remain 00:12:01 loss: 0.0856 Lr: 8.12964e-05 +[2025-02-27 14:53:55,650 INFO misc.py line 135 3679208] Train result: loss: 0.2013 +[2025-02-27 14:53:55,743 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:54:14,274 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1081 +[2025-02-27 14:54:15,404 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.3859 +[2025-02-27 14:54:15,454 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4407 +[2025-02-27 14:54:15,530 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5547 +[2025-02-27 14:54:15,579 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3692 +[2025-02-27 14:54:15,665 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7472 +[2025-02-27 14:54:16,574 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3847 +[2025-02-27 14:54:16,614 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2900 +[2025-02-27 14:54:16,668 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0838 +[2025-02-27 14:54:16,718 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6204 +[2025-02-27 14:54:16,769 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.4738 +[2025-02-27 14:54:16,810 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.1212 +[2025-02-27 14:54:16,864 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4265 +[2025-02-27 14:54:16,908 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3777 +[2025-02-27 14:54:16,942 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0851 +[2025-02-27 14:54:16,988 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0674 +[2025-02-27 14:54:17,032 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5562 +[2025-02-27 14:54:17,075 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7355 +[2025-02-27 14:54:17,126 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1179 +[2025-02-27 14:54:17,163 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5382 +[2025-02-27 14:54:17,205 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3605 +[2025-02-27 14:54:17,248 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3445 +[2025-02-27 14:54:17,293 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7880 +[2025-02-27 14:54:17,342 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8676 +[2025-02-27 14:54:17,391 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7482 +[2025-02-27 14:54:17,437 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5906 +[2025-02-27 14:54:17,487 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3901 +[2025-02-27 14:54:17,520 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4244 +[2025-02-27 14:54:17,568 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3908 +[2025-02-27 14:54:17,625 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5612 +[2025-02-27 14:54:17,694 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.3893 +[2025-02-27 14:54:17,751 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5083 +[2025-02-27 14:54:17,810 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1731 +[2025-02-27 14:54:17,865 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0557 +[2025-02-27 14:54:17,902 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4250 +[2025-02-27 14:54:17,947 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.8960 +[2025-02-27 14:54:17,995 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6377 +[2025-02-27 14:54:18,030 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2980 +[2025-02-27 14:54:18,089 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3276 +[2025-02-27 14:54:18,152 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9494 +[2025-02-27 14:54:18,203 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.1769 +[2025-02-27 14:54:18,247 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1582 +[2025-02-27 14:54:18,291 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1472 +[2025-02-27 14:54:18,352 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4105 +[2025-02-27 14:54:18,404 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5152 +[2025-02-27 14:54:18,453 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7943 +[2025-02-27 14:54:18,494 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2367 +[2025-02-27 14:54:18,532 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4815 +[2025-02-27 14:54:18,565 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8710 +[2025-02-27 14:54:18,604 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0191 +[2025-02-27 14:54:18,639 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9301 +[2025-02-27 14:54:18,686 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7823 +[2025-02-27 14:54:18,713 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2891 +[2025-02-27 14:54:18,751 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4342 +[2025-02-27 14:54:18,786 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0404 +[2025-02-27 14:54:18,825 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.2025 +[2025-02-27 14:54:18,856 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6329 +[2025-02-27 14:54:18,882 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4175 +[2025-02-27 14:54:18,920 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9073 +[2025-02-27 14:54:18,953 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.6158 +[2025-02-27 14:54:18,978 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7201 +[2025-02-27 14:54:19,012 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4829 +[2025-02-27 14:54:19,047 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8315 +[2025-02-27 14:54:19,100 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2636 +[2025-02-27 14:54:19,127 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.9067 +[2025-02-27 14:54:19,166 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4992 +[2025-02-27 14:54:19,206 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3105 +[2025-02-27 14:54:19,238 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9013 +[2025-02-27 14:54:19,266 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3776 +[2025-02-27 14:54:19,319 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8694 +[2025-02-27 14:54:19,360 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8267 +[2025-02-27 14:54:19,409 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2862 +[2025-02-27 14:54:19,459 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3228 +[2025-02-27 14:54:19,499 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.1089 +[2025-02-27 14:54:19,547 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5450 +[2025-02-27 14:54:19,577 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.9404 +[2025-02-27 14:54:19,631 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2749 +[2025-02-27 14:54:19,659 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6722 +[2025-02-27 14:54:21,167 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:54:21,167 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:54:21,167 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] wall : 0.8432 0.9408 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] floor : 0.9583 0.9830 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] cabinet : 0.6475 0.7838 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] bed : 0.8189 0.8776 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] chair : 0.8966 0.9487 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] sofa : 0.8436 0.9182 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] table : 0.7131 0.8145 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] door : 0.6402 0.7558 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] window : 0.5858 0.7300 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] bookshelf : 0.7652 0.8704 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] picture : 0.3459 0.4366 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] counter : 0.6005 0.7179 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] desk : 0.6283 0.7952 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] curtain : 0.6996 0.7874 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] refridgerator : 0.5874 0.6376 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] shower curtain : 0.6610 0.7274 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] toilet : 0.8952 0.9688 +[2025-02-27 14:54:21,168 INFO hook.py line 232 3679208] sink : 0.6324 0.7258 +[2025-02-27 14:54:21,169 INFO hook.py line 232 3679208] bathtub : 0.8724 0.9269 +[2025-02-27 14:54:21,169 INFO hook.py line 232 3679208] otherfurniture : 0.5685 0.6540 +[2025-02-27 14:54:21,169 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:54:21,169 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7102/0.8000/0.8976. +[2025-02-27 14:54:21,169 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:54:21,177 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 14:54:21,177 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:54:46,194 INFO hook.py line 109 3679208] Train: [94/100][50/300] Data 0.005 (0.010) Batch 0.397 (0.380) Remain 00:12:59 loss: 0.1288 Lr: 7.75317e-05 +[2025-02-27 14:55:04,541 INFO hook.py line 109 3679208] Train: [94/100][100/300] Data 0.008 (0.009) Batch 0.281 (0.374) Remain 00:12:27 loss: 0.2570 Lr: 7.38558e-05 +[2025-02-27 14:55:22,008 INFO hook.py line 109 3679208] Train: [94/100][150/300] Data 0.021 (0.009) Batch 0.393 (0.365) Remain 00:11:52 loss: 0.1462 Lr: 7.02688e-05 +[2025-02-27 14:55:39,197 INFO hook.py line 109 3679208] Train: [94/100][200/300] Data 0.003 (0.008) Batch 0.337 (0.360) Remain 00:11:23 loss: 0.1807 Lr: 6.67708e-05 +[2025-02-27 14:55:54,906 INFO hook.py line 109 3679208] Train: [94/100][250/300] Data 0.003 (0.007) Batch 0.315 (0.351) Remain 00:10:48 loss: 0.1720 Lr: 6.33619e-05 +[2025-02-27 14:56:07,406 INFO hook.py line 109 3679208] Train: [94/100][300/300] Data 0.002 (0.007) Batch 0.209 (0.334) Remain 00:10:00 loss: 0.1801 Lr: 6.00423e-05 +[2025-02-27 14:56:07,407 INFO misc.py line 135 3679208] Train result: loss: 0.2090 +[2025-02-27 14:56:07,481 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:56:27,105 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1110 +[2025-02-27 14:56:27,154 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4245 +[2025-02-27 14:56:27,189 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4344 +[2025-02-27 14:56:27,235 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5598 +[2025-02-27 14:56:27,273 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2929 +[2025-02-27 14:56:27,327 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7457 +[2025-02-27 14:56:27,381 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3828 +[2025-02-27 14:56:27,409 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2793 +[2025-02-27 14:56:27,450 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.0921 +[2025-02-27 14:56:27,560 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5620 +[2025-02-27 14:56:27,611 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5535 +[2025-02-27 14:56:27,641 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0816 +[2025-02-27 14:56:27,686 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3640 +[2025-02-27 14:56:27,725 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3929 +[2025-02-27 14:56:27,766 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0607 +[2025-02-27 14:56:27,809 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0782 +[2025-02-27 14:56:27,844 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5511 +[2025-02-27 14:56:27,876 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7452 +[2025-02-27 14:56:27,917 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0915 +[2025-02-27 14:56:27,951 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5401 +[2025-02-27 14:56:27,991 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3500 +[2025-02-27 14:56:28,028 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3665 +[2025-02-27 14:56:28,054 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7728 +[2025-02-27 14:56:28,098 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8804 +[2025-02-27 14:56:28,136 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7354 +[2025-02-27 14:56:28,178 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5908 +[2025-02-27 14:56:28,232 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3657 +[2025-02-27 14:56:28,272 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4123 +[2025-02-27 14:56:28,298 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3621 +[2025-02-27 14:56:28,349 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5643 +[2025-02-27 14:56:28,401 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4069 +[2025-02-27 14:56:28,440 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4826 +[2025-02-27 14:56:28,488 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1798 +[2025-02-27 14:56:28,522 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0366 +[2025-02-27 14:56:28,556 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4283 +[2025-02-27 14:56:28,592 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9367 +[2025-02-27 14:56:28,629 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6105 +[2025-02-27 14:56:28,657 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2930 +[2025-02-27 14:56:28,713 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3199 +[2025-02-27 14:56:28,755 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9076 +[2025-02-27 14:56:28,794 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2059 +[2025-02-27 14:56:28,826 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1511 +[2025-02-27 14:56:28,858 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1507 +[2025-02-27 14:56:28,911 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4182 +[2025-02-27 14:56:28,942 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5205 +[2025-02-27 14:56:28,989 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7867 +[2025-02-27 14:56:29,024 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1760 +[2025-02-27 14:56:29,055 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4916 +[2025-02-27 14:56:29,084 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9265 +[2025-02-27 14:56:29,111 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0009 +[2025-02-27 14:56:29,137 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8897 +[2025-02-27 14:56:29,166 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7933 +[2025-02-27 14:56:29,190 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2738 +[2025-02-27 14:56:29,221 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4059 +[2025-02-27 14:56:29,253 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0445 +[2025-02-27 14:56:29,289 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1976 +[2025-02-27 14:56:29,317 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5810 +[2025-02-27 14:56:29,339 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4458 +[2025-02-27 14:56:29,374 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8530 +[2025-02-27 14:56:29,404 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5647 +[2025-02-27 14:56:29,425 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7964 +[2025-02-27 14:56:29,455 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4857 +[2025-02-27 14:56:29,487 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8443 +[2025-02-27 14:56:29,538 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2681 +[2025-02-27 14:56:29,562 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8273 +[2025-02-27 14:56:29,599 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4503 +[2025-02-27 14:56:29,633 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3239 +[2025-02-27 14:56:29,662 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8909 +[2025-02-27 14:56:29,688 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3736 +[2025-02-27 14:56:29,739 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.6908 +[2025-02-27 14:56:29,777 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8529 +[2025-02-27 14:56:29,825 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2943 +[2025-02-27 14:56:29,871 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3190 +[2025-02-27 14:56:29,907 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0303 +[2025-02-27 14:56:29,951 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5753 +[2025-02-27 14:56:29,979 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8772 +[2025-02-27 14:56:30,035 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2931 +[2025-02-27 14:56:30,062 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6613 +[2025-02-27 14:56:31,228 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:56:31,228 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:56:31,228 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] wall : 0.8451 0.9407 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] floor : 0.9582 0.9831 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] cabinet : 0.6458 0.7891 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] bed : 0.8133 0.8840 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] chair : 0.8980 0.9481 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] sofa : 0.8362 0.9209 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] table : 0.7181 0.8204 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] door : 0.6430 0.7717 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] window : 0.5937 0.7213 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] bookshelf : 0.7729 0.8733 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] picture : 0.3460 0.4459 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] counter : 0.5946 0.7308 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] desk : 0.6291 0.7844 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] curtain : 0.7006 0.8030 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] refridgerator : 0.6075 0.6833 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] shower curtain : 0.6410 0.7068 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] toilet : 0.8970 0.9652 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] sink : 0.6393 0.7252 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] bathtub : 0.8769 0.9219 +[2025-02-27 14:56:31,229 INFO hook.py line 232 3679208] otherfurniture : 0.5684 0.6388 +[2025-02-27 14:56:31,229 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:56:31,229 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7112/0.8029/0.8984. +[2025-02-27 14:56:31,229 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:56:31,231 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 14:56:31,231 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:56:50,960 INFO hook.py line 109 3679208] Train: [95/100][50/300] Data 0.011 (0.004) Batch 0.405 (0.272) Remain 00:07:55 loss: 0.2516 Lr: 5.68119e-05 +[2025-02-27 14:57:09,272 INFO hook.py line 109 3679208] Train: [95/100][100/300] Data 0.012 (0.006) Batch 0.308 (0.321) Remain 00:09:04 loss: 0.0968 Lr: 5.36710e-05 +[2025-02-27 14:57:27,198 INFO hook.py line 109 3679208] Train: [95/100][150/300] Data 0.006 (0.007) Batch 0.435 (0.333) Remain 00:09:10 loss: 0.2669 Lr: 5.06196e-05 +[2025-02-27 14:57:45,170 INFO hook.py line 109 3679208] Train: [95/100][200/300] Data 0.015 (0.007) Batch 0.397 (0.340) Remain 00:09:04 loss: 0.1714 Lr: 4.77161e-05 +[2025-02-27 14:58:03,603 INFO hook.py line 109 3679208] Train: [95/100][250/300] Data 0.004 (0.008) Batch 0.365 (0.346) Remain 00:08:56 loss: 0.1642 Lr: 4.48422e-05 +[2025-02-27 14:58:17,591 INFO hook.py line 109 3679208] Train: [95/100][300/300] Data 0.002 (0.007) Batch 0.213 (0.335) Remain 00:08:22 loss: 0.1112 Lr: 4.20580e-05 +[2025-02-27 14:58:17,593 INFO misc.py line 135 3679208] Train result: loss: 0.1945 +[2025-02-27 14:58:17,686 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 14:58:38,534 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1089 +[2025-02-27 14:58:38,578 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4250 +[2025-02-27 14:58:38,626 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4360 +[2025-02-27 14:58:38,687 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5467 +[2025-02-27 14:58:38,735 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3185 +[2025-02-27 14:58:38,798 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7132 +[2025-02-27 14:58:38,848 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3956 +[2025-02-27 14:58:38,891 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2793 +[2025-02-27 14:58:38,943 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1208 +[2025-02-27 14:58:38,988 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5272 +[2025-02-27 14:58:39,049 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5202 +[2025-02-27 14:58:39,095 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0924 +[2025-02-27 14:58:39,146 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.3740 +[2025-02-27 14:58:39,190 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3955 +[2025-02-27 14:58:39,241 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0442 +[2025-02-27 14:58:39,287 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0826 +[2025-02-27 14:58:39,331 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5897 +[2025-02-27 14:58:39,376 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7276 +[2025-02-27 14:58:39,441 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0624 +[2025-02-27 14:58:39,475 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.4933 +[2025-02-27 14:58:39,511 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3529 +[2025-02-27 14:58:39,558 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4234 +[2025-02-27 14:58:39,590 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7740 +[2025-02-27 14:58:39,633 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8663 +[2025-02-27 14:58:39,672 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7930 +[2025-02-27 14:58:39,723 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.6058 +[2025-02-27 14:58:39,781 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3688 +[2025-02-27 14:58:39,821 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4143 +[2025-02-27 14:58:39,859 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3820 +[2025-02-27 14:58:39,912 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5430 +[2025-02-27 14:58:39,973 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4100 +[2025-02-27 14:58:40,023 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5099 +[2025-02-27 14:58:40,082 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1882 +[2025-02-27 14:58:40,128 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0174 +[2025-02-27 14:58:40,166 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4023 +[2025-02-27 14:58:40,215 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9138 +[2025-02-27 14:58:40,265 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6419 +[2025-02-27 14:58:40,300 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3050 +[2025-02-27 14:58:40,373 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3211 +[2025-02-27 14:58:40,421 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.8912 +[2025-02-27 14:58:40,475 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2371 +[2025-02-27 14:58:40,509 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1521 +[2025-02-27 14:58:40,543 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1404 +[2025-02-27 14:58:40,594 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4277 +[2025-02-27 14:58:40,628 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5345 +[2025-02-27 14:58:40,676 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7782 +[2025-02-27 14:58:40,712 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1147 +[2025-02-27 14:58:40,747 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4523 +[2025-02-27 14:58:40,783 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9060 +[2025-02-27 14:58:40,815 INFO hook.py line 289 3679208] Test: [50/78] Loss 0.9747 +[2025-02-27 14:58:40,852 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8731 +[2025-02-27 14:58:40,886 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7906 +[2025-02-27 14:58:40,919 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.3098 +[2025-02-27 14:58:40,963 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4112 +[2025-02-27 14:58:41,002 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0412 +[2025-02-27 14:58:41,045 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1905 +[2025-02-27 14:58:41,079 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5950 +[2025-02-27 14:58:41,106 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4507 +[2025-02-27 14:58:41,143 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8805 +[2025-02-27 14:58:41,177 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5724 +[2025-02-27 14:58:41,210 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7781 +[2025-02-27 14:58:41,244 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4999 +[2025-02-27 14:58:41,279 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8075 +[2025-02-27 14:58:41,334 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2707 +[2025-02-27 14:58:41,362 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8310 +[2025-02-27 14:58:41,402 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4601 +[2025-02-27 14:58:41,447 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3161 +[2025-02-27 14:58:41,482 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8594 +[2025-02-27 14:58:41,512 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3753 +[2025-02-27 14:58:41,567 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.7519 +[2025-02-27 14:58:41,612 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8281 +[2025-02-27 14:58:41,662 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2840 +[2025-02-27 14:58:41,711 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3236 +[2025-02-27 14:58:41,755 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0720 +[2025-02-27 14:58:41,804 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5847 +[2025-02-27 14:58:41,833 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8140 +[2025-02-27 14:58:41,887 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3090 +[2025-02-27 14:58:41,916 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6612 +[2025-02-27 14:58:43,579 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 14:58:43,579 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 14:58:43,579 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 14:58:43,579 INFO hook.py line 232 3679208] wall : 0.8452 0.9406 +[2025-02-27 14:58:43,579 INFO hook.py line 232 3679208] floor : 0.9583 0.9834 +[2025-02-27 14:58:43,579 INFO hook.py line 232 3679208] cabinet : 0.6485 0.7938 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] bed : 0.8176 0.8789 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] chair : 0.8980 0.9468 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] sofa : 0.8433 0.9198 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] table : 0.7123 0.8228 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] door : 0.6445 0.7666 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] window : 0.5950 0.7246 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] bookshelf : 0.7733 0.8695 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] picture : 0.3473 0.4412 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] counter : 0.5957 0.7217 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] desk : 0.6279 0.7851 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] curtain : 0.6981 0.8061 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] refridgerator : 0.6037 0.6609 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] shower curtain : 0.6451 0.7094 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] toilet : 0.8967 0.9690 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] sink : 0.6369 0.7248 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] bathtub : 0.8735 0.9225 +[2025-02-27 14:58:43,580 INFO hook.py line 232 3679208] otherfurniture : 0.5694 0.6487 +[2025-02-27 14:58:43,580 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 14:58:43,580 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7115/0.8018/0.8985. +[2025-02-27 14:58:43,580 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 14:58:43,590 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 14:58:43,591 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 14:59:09,936 INFO hook.py line 109 3679208] Train: [96/100][50/300] Data 0.010 (0.009) Batch 0.349 (0.365) Remain 00:08:49 loss: 0.1633 Lr: 3.93638e-05 +[2025-02-27 14:59:27,742 INFO hook.py line 109 3679208] Train: [96/100][100/300] Data 0.011 (0.009) Batch 0.271 (0.361) Remain 00:08:24 loss: 0.3288 Lr: 3.67594e-05 +[2025-02-27 14:59:45,712 INFO hook.py line 109 3679208] Train: [96/100][150/300] Data 0.014 (0.009) Batch 0.315 (0.360) Remain 00:08:06 loss: 0.1855 Lr: 3.42451e-05 +[2025-02-27 15:00:04,002 INFO hook.py line 109 3679208] Train: [96/100][200/300] Data 0.006 (0.009) Batch 0.402 (0.362) Remain 00:07:50 loss: 0.1744 Lr: 3.18209e-05 +[2025-02-27 15:00:22,187 INFO hook.py line 109 3679208] Train: [96/100][250/300] Data 0.009 (0.008) Batch 0.362 (0.362) Remain 00:07:32 loss: 0.1744 Lr: 2.94869e-05 +[2025-02-27 15:00:35,848 INFO hook.py line 109 3679208] Train: [96/100][300/300] Data 0.002 (0.008) Batch 0.189 (0.347) Remain 00:06:56 loss: 0.1979 Lr: 2.72431e-05 +[2025-02-27 15:00:35,848 INFO misc.py line 135 3679208] Train result: loss: 0.2024 +[2025-02-27 15:00:35,924 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:00:55,173 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1124 +[2025-02-27 15:00:56,296 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4323 +[2025-02-27 15:00:56,330 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3712 +[2025-02-27 15:00:56,381 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5571 +[2025-02-27 15:00:56,421 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.2967 +[2025-02-27 15:00:56,475 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8236 +[2025-02-27 15:00:56,523 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.4043 +[2025-02-27 15:00:56,556 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2901 +[2025-02-27 15:00:56,602 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1225 +[2025-02-27 15:00:56,633 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5442 +[2025-02-27 15:00:56,696 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5311 +[2025-02-27 15:00:56,741 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9223 +[2025-02-27 15:00:56,787 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4335 +[2025-02-27 15:00:56,827 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3776 +[2025-02-27 15:00:56,863 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0551 +[2025-02-27 15:00:56,909 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0838 +[2025-02-27 15:00:56,950 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5798 +[2025-02-27 15:00:56,987 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7613 +[2025-02-27 15:00:57,029 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0757 +[2025-02-27 15:00:57,063 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5310 +[2025-02-27 15:00:57,095 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3469 +[2025-02-27 15:00:57,144 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.4048 +[2025-02-27 15:00:57,181 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7739 +[2025-02-27 15:00:57,227 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8872 +[2025-02-27 15:00:57,266 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7253 +[2025-02-27 15:00:57,303 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5714 +[2025-02-27 15:00:57,352 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3139 +[2025-02-27 15:00:57,387 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4316 +[2025-02-27 15:00:57,425 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3678 +[2025-02-27 15:00:57,477 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5234 +[2025-02-27 15:00:57,530 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4250 +[2025-02-27 15:00:57,564 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4893 +[2025-02-27 15:00:57,614 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1800 +[2025-02-27 15:00:57,652 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0408 +[2025-02-27 15:00:57,688 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.3970 +[2025-02-27 15:00:57,729 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9116 +[2025-02-27 15:00:57,770 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6551 +[2025-02-27 15:00:57,805 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3055 +[2025-02-27 15:00:57,869 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2940 +[2025-02-27 15:00:57,922 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9192 +[2025-02-27 15:00:57,962 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2307 +[2025-02-27 15:00:57,993 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1568 +[2025-02-27 15:00:58,025 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1405 +[2025-02-27 15:00:58,076 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.3977 +[2025-02-27 15:00:58,121 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4782 +[2025-02-27 15:00:58,169 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7804 +[2025-02-27 15:00:58,212 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.1802 +[2025-02-27 15:00:58,248 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4693 +[2025-02-27 15:00:58,279 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9205 +[2025-02-27 15:00:58,309 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0269 +[2025-02-27 15:00:58,337 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8942 +[2025-02-27 15:00:58,368 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8265 +[2025-02-27 15:00:58,393 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2910 +[2025-02-27 15:00:58,426 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3489 +[2025-02-27 15:00:58,461 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0414 +[2025-02-27 15:00:58,501 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1962 +[2025-02-27 15:00:58,532 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.6053 +[2025-02-27 15:00:58,557 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4257 +[2025-02-27 15:00:58,593 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.9058 +[2025-02-27 15:00:58,625 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5683 +[2025-02-27 15:00:58,652 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.8446 +[2025-02-27 15:00:58,684 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4938 +[2025-02-27 15:00:58,722 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8841 +[2025-02-27 15:00:58,774 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2658 +[2025-02-27 15:00:58,800 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8278 +[2025-02-27 15:00:58,838 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4478 +[2025-02-27 15:00:58,875 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3107 +[2025-02-27 15:00:58,907 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8818 +[2025-02-27 15:00:58,938 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3770 +[2025-02-27 15:00:58,992 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8091 +[2025-02-27 15:00:59,032 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8423 +[2025-02-27 15:00:59,084 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2562 +[2025-02-27 15:00:59,132 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3203 +[2025-02-27 15:00:59,171 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0102 +[2025-02-27 15:00:59,218 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5646 +[2025-02-27 15:00:59,246 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8756 +[2025-02-27 15:00:59,299 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2682 +[2025-02-27 15:00:59,324 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6316 +[2025-02-27 15:01:00,942 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 15:01:00,943 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 15:01:00,943 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] wall : 0.8443 0.9418 +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] floor : 0.9585 0.9826 +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] cabinet : 0.6491 0.7873 +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] bed : 0.8152 0.8752 +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] chair : 0.8959 0.9480 +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] sofa : 0.8399 0.9153 +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] table : 0.7138 0.8253 +[2025-02-27 15:01:00,943 INFO hook.py line 232 3679208] door : 0.6418 0.7635 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] window : 0.5942 0.7239 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] bookshelf : 0.7775 0.8651 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] picture : 0.3437 0.4383 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] counter : 0.6002 0.7409 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] desk : 0.6257 0.7775 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] curtain : 0.7008 0.8078 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] refridgerator : 0.6018 0.6592 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] shower curtain : 0.6440 0.7129 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] toilet : 0.9031 0.9658 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] sink : 0.6354 0.7173 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] bathtub : 0.8725 0.9196 +[2025-02-27 15:01:00,944 INFO hook.py line 232 3679208] otherfurniture : 0.5700 0.6527 +[2025-02-27 15:01:00,944 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 15:01:00,944 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7114/0.8010/0.8983. +[2025-02-27 15:01:00,945 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:01:00,950 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 15:01:00,951 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 15:01:24,282 INFO hook.py line 109 3679208] Train: [97/100][50/300] Data 0.003 (0.005) Batch 0.326 (0.327) Remain 00:06:16 loss: 0.2151 Lr: 2.50896e-05 +[2025-02-27 15:01:38,965 INFO hook.py line 109 3679208] Train: [97/100][100/300] Data 0.004 (0.005) Batch 0.286 (0.310) Remain 00:05:40 loss: 0.2022 Lr: 2.30265e-05 +[2025-02-27 15:01:52,455 INFO hook.py line 109 3679208] Train: [97/100][150/300] Data 0.005 (0.005) Batch 0.253 (0.296) Remain 00:05:10 loss: 0.2208 Lr: 2.10539e-05 +[2025-02-27 15:02:09,230 INFO hook.py line 109 3679208] Train: [97/100][200/300] Data 0.007 (0.006) Batch 0.284 (0.306) Remain 00:05:06 loss: 0.1707 Lr: 1.91717e-05 +[2025-02-27 15:02:27,173 INFO hook.py line 109 3679208] Train: [97/100][250/300] Data 0.006 (0.006) Batch 0.334 (0.317) Remain 00:05:00 loss: 0.4505 Lr: 1.73801e-05 +[2025-02-27 15:02:41,095 INFO hook.py line 109 3679208] Train: [97/100][300/300] Data 0.002 (0.006) Batch 0.188 (0.310) Remain 00:04:39 loss: 0.0739 Lr: 1.56791e-05 +[2025-02-27 15:02:41,095 INFO misc.py line 135 3679208] Train result: loss: 0.1977 +[2025-02-27 15:02:41,188 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:02:59,748 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1141 +[2025-02-27 15:02:59,854 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4058 +[2025-02-27 15:03:00,792 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4090 +[2025-02-27 15:03:01,537 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5551 +[2025-02-27 15:03:01,573 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3421 +[2025-02-27 15:03:01,638 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6979 +[2025-02-27 15:03:01,691 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3973 +[2025-02-27 15:03:01,729 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2774 +[2025-02-27 15:03:01,779 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1209 +[2025-02-27 15:03:01,818 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.6515 +[2025-02-27 15:03:01,865 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5280 +[2025-02-27 15:03:01,906 INFO hook.py line 289 3679208] Test: [12/78] Loss 0.9984 +[2025-02-27 15:03:02,456 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4352 +[2025-02-27 15:03:02,496 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3707 +[2025-02-27 15:03:02,549 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0489 +[2025-02-27 15:03:02,593 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0888 +[2025-02-27 15:03:02,628 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5826 +[2025-02-27 15:03:02,676 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7542 +[2025-02-27 15:03:02,724 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0719 +[2025-02-27 15:03:02,758 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5291 +[2025-02-27 15:03:02,802 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3487 +[2025-02-27 15:03:02,868 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3942 +[2025-02-27 15:03:02,912 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7292 +[2025-02-27 15:03:02,967 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8692 +[2025-02-27 15:03:03,010 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7749 +[2025-02-27 15:03:03,051 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5706 +[2025-02-27 15:03:03,104 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.2893 +[2025-02-27 15:03:03,145 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4058 +[2025-02-27 15:03:03,179 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3667 +[2025-02-27 15:03:03,240 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5472 +[2025-02-27 15:03:03,294 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4140 +[2025-02-27 15:03:03,326 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4820 +[2025-02-27 15:03:03,380 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1976 +[2025-02-27 15:03:03,429 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0785 +[2025-02-27 15:03:03,473 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4170 +[2025-02-27 15:03:03,533 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9011 +[2025-02-27 15:03:03,574 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6442 +[2025-02-27 15:03:03,616 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3130 +[2025-02-27 15:03:03,683 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.2329 +[2025-02-27 15:03:03,736 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9623 +[2025-02-27 15:03:03,785 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2331 +[2025-02-27 15:03:03,832 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1548 +[2025-02-27 15:03:03,878 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1403 +[2025-02-27 15:03:03,938 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4183 +[2025-02-27 15:03:03,993 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.4815 +[2025-02-27 15:03:04,045 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7850 +[2025-02-27 15:03:04,082 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2616 +[2025-02-27 15:03:04,124 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4877 +[2025-02-27 15:03:04,161 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9103 +[2025-02-27 15:03:04,195 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0444 +[2025-02-27 15:03:04,223 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8848 +[2025-02-27 15:03:04,255 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8314 +[2025-02-27 15:03:04,282 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2695 +[2025-02-27 15:03:04,315 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.3950 +[2025-02-27 15:03:04,351 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0396 +[2025-02-27 15:03:04,389 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1911 +[2025-02-27 15:03:04,420 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5918 +[2025-02-27 15:03:04,445 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4267 +[2025-02-27 15:03:04,484 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8739 +[2025-02-27 15:03:04,517 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5708 +[2025-02-27 15:03:04,541 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7967 +[2025-02-27 15:03:04,573 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4790 +[2025-02-27 15:03:04,615 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8347 +[2025-02-27 15:03:04,670 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3222 +[2025-02-27 15:03:04,697 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8420 +[2025-02-27 15:03:04,736 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4411 +[2025-02-27 15:03:04,774 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3142 +[2025-02-27 15:03:04,806 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8925 +[2025-02-27 15:03:04,833 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3853 +[2025-02-27 15:03:04,886 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8199 +[2025-02-27 15:03:04,927 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8220 +[2025-02-27 15:03:04,976 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2980 +[2025-02-27 15:03:05,024 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3256 +[2025-02-27 15:03:05,065 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0172 +[2025-02-27 15:03:05,112 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5852 +[2025-02-27 15:03:05,142 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8673 +[2025-02-27 15:03:05,195 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.2964 +[2025-02-27 15:03:05,221 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6373 +[2025-02-27 15:03:06,686 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 15:03:06,687 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 15:03:06,687 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] wall : 0.8438 0.9399 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] floor : 0.9586 0.9829 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] cabinet : 0.6473 0.7835 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] bed : 0.8169 0.8777 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] chair : 0.8974 0.9469 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] sofa : 0.8397 0.9172 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] table : 0.7134 0.8222 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] door : 0.6410 0.7667 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] window : 0.5966 0.7285 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] bookshelf : 0.7764 0.8720 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] picture : 0.3427 0.4422 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] counter : 0.6043 0.7408 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] desk : 0.6288 0.7879 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] curtain : 0.7045 0.8087 +[2025-02-27 15:03:06,687 INFO hook.py line 232 3679208] refridgerator : 0.6047 0.6617 +[2025-02-27 15:03:06,688 INFO hook.py line 232 3679208] shower curtain : 0.6529 0.7205 +[2025-02-27 15:03:06,688 INFO hook.py line 232 3679208] toilet : 0.9024 0.9659 +[2025-02-27 15:03:06,688 INFO hook.py line 232 3679208] sink : 0.6376 0.7232 +[2025-02-27 15:03:06,688 INFO hook.py line 232 3679208] bathtub : 0.8682 0.9200 +[2025-02-27 15:03:06,688 INFO hook.py line 232 3679208] otherfurniture : 0.5702 0.6528 +[2025-02-27 15:03:06,688 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 15:03:06,688 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7124/0.8031/0.8983. +[2025-02-27 15:03:06,688 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:03:06,699 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 15:03:06,700 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 15:03:33,412 INFO hook.py line 109 3679208] Train: [98/100][50/300] Data 0.005 (0.007) Batch 0.355 (0.364) Remain 00:05:09 loss: 0.1611 Lr: 1.40688e-05 +[2025-02-27 15:03:51,054 INFO hook.py line 109 3679208] Train: [98/100][100/300] Data 0.010 (0.007) Batch 0.450 (0.358) Remain 00:04:46 loss: 0.2233 Lr: 1.25492e-05 +[2025-02-27 15:04:09,517 INFO hook.py line 109 3679208] Train: [98/100][150/300] Data 0.013 (0.008) Batch 0.366 (0.362) Remain 00:04:31 loss: 0.2041 Lr: 1.11204e-05 +[2025-02-27 15:04:27,695 INFO hook.py line 109 3679208] Train: [98/100][200/300] Data 0.006 (0.008) Batch 0.356 (0.362) Remain 00:04:13 loss: 0.2770 Lr: 9.78233e-06 +[2025-02-27 15:04:45,024 INFO hook.py line 109 3679208] Train: [98/100][250/300] Data 0.007 (0.008) Batch 0.328 (0.359) Remain 00:03:53 loss: 0.2334 Lr: 8.53513e-06 +[2025-02-27 15:04:58,707 INFO hook.py line 109 3679208] Train: [98/100][300/300] Data 0.002 (0.007) Batch 0.211 (0.345) Remain 00:03:26 loss: 0.2945 Lr: 7.37882e-06 +[2025-02-27 15:04:58,708 INFO misc.py line 135 3679208] Train result: loss: 0.2033 +[2025-02-27 15:04:58,792 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:05:19,858 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1152 +[2025-02-27 15:05:19,908 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4066 +[2025-02-27 15:05:20,756 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4377 +[2025-02-27 15:05:21,719 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5572 +[2025-02-27 15:05:21,772 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3272 +[2025-02-27 15:05:21,826 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.7456 +[2025-02-27 15:05:21,876 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3892 +[2025-02-27 15:05:21,906 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2858 +[2025-02-27 15:05:21,952 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1205 +[2025-02-27 15:05:21,985 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5308 +[2025-02-27 15:05:22,033 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5241 +[2025-02-27 15:05:22,071 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0173 +[2025-02-27 15:05:22,118 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4852 +[2025-02-27 15:05:22,173 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3640 +[2025-02-27 15:05:22,215 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0480 +[2025-02-27 15:05:22,276 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0776 +[2025-02-27 15:05:22,321 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5823 +[2025-02-27 15:05:22,360 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7323 +[2025-02-27 15:05:22,403 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.1008 +[2025-02-27 15:05:22,441 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5292 +[2025-02-27 15:05:22,484 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3565 +[2025-02-27 15:05:22,524 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3550 +[2025-02-27 15:05:22,554 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7321 +[2025-02-27 15:05:22,599 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8670 +[2025-02-27 15:05:22,641 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7591 +[2025-02-27 15:05:22,684 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5747 +[2025-02-27 15:05:22,741 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3365 +[2025-02-27 15:05:22,785 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4018 +[2025-02-27 15:05:22,828 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3830 +[2025-02-27 15:05:22,882 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5351 +[2025-02-27 15:05:22,943 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4288 +[2025-02-27 15:05:22,990 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.4859 +[2025-02-27 15:05:23,057 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1861 +[2025-02-27 15:05:23,103 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0484 +[2025-02-27 15:05:23,156 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4412 +[2025-02-27 15:05:23,199 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9020 +[2025-02-27 15:05:23,245 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6111 +[2025-02-27 15:05:23,291 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2992 +[2025-02-27 15:05:23,356 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3248 +[2025-02-27 15:05:23,400 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9066 +[2025-02-27 15:05:23,443 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2412 +[2025-02-27 15:05:23,471 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1550 +[2025-02-27 15:05:23,512 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1511 +[2025-02-27 15:05:23,577 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4245 +[2025-02-27 15:05:23,621 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5222 +[2025-02-27 15:05:23,664 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7892 +[2025-02-27 15:05:23,720 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2860 +[2025-02-27 15:05:23,758 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4720 +[2025-02-27 15:05:23,791 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.9156 +[2025-02-27 15:05:23,822 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0223 +[2025-02-27 15:05:23,857 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9266 +[2025-02-27 15:05:23,892 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.8128 +[2025-02-27 15:05:23,917 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2811 +[2025-02-27 15:05:23,952 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4782 +[2025-02-27 15:05:23,990 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0392 +[2025-02-27 15:05:24,031 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1964 +[2025-02-27 15:05:24,068 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5960 +[2025-02-27 15:05:24,094 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4262 +[2025-02-27 15:05:24,133 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8813 +[2025-02-27 15:05:24,166 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5574 +[2025-02-27 15:05:24,189 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7856 +[2025-02-27 15:05:24,221 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4863 +[2025-02-27 15:05:24,257 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8539 +[2025-02-27 15:05:24,312 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3448 +[2025-02-27 15:05:24,338 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8310 +[2025-02-27 15:05:24,377 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4532 +[2025-02-27 15:05:24,415 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3136 +[2025-02-27 15:05:24,446 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.9056 +[2025-02-27 15:05:24,473 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3813 +[2025-02-27 15:05:24,525 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8429 +[2025-02-27 15:05:24,564 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8592 +[2025-02-27 15:05:24,612 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3270 +[2025-02-27 15:05:24,658 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3184 +[2025-02-27 15:05:24,695 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0420 +[2025-02-27 15:05:24,741 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5905 +[2025-02-27 15:05:24,767 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8555 +[2025-02-27 15:05:24,819 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3295 +[2025-02-27 15:05:24,842 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6337 +[2025-02-27 15:05:25,989 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 15:05:25,989 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 15:05:25,989 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] wall : 0.8445 0.9416 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] floor : 0.9583 0.9830 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] cabinet : 0.6489 0.7810 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] bed : 0.8159 0.8767 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] chair : 0.8965 0.9467 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] sofa : 0.8399 0.9188 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] table : 0.7136 0.8208 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] door : 0.6427 0.7681 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] window : 0.5969 0.7268 +[2025-02-27 15:05:25,989 INFO hook.py line 232 3679208] bookshelf : 0.7737 0.8684 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] picture : 0.3443 0.4380 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] counter : 0.6074 0.7418 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] desk : 0.6308 0.7893 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] curtain : 0.7001 0.8048 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] refridgerator : 0.6052 0.6614 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] shower curtain : 0.6461 0.7133 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] toilet : 0.9025 0.9657 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] sink : 0.6374 0.7220 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] bathtub : 0.8671 0.9193 +[2025-02-27 15:05:25,990 INFO hook.py line 232 3679208] otherfurniture : 0.5671 0.6499 +[2025-02-27 15:05:25,990 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 15:05:25,990 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7120/0.8019/0.8984. +[2025-02-27 15:05:25,990 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:05:25,991 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 15:05:25,992 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 15:05:49,303 INFO hook.py line 109 3679208] Train: [99/100][50/300] Data 0.006 (0.008) Batch 0.292 (0.318) Remain 00:02:54 loss: 0.0752 Lr: 6.31342e-06 +[2025-02-27 15:06:05,121 INFO hook.py line 109 3679208] Train: [99/100][100/300] Data 0.006 (0.006) Batch 0.338 (0.317) Remain 00:02:38 loss: 0.2483 Lr: 5.33897e-06 +[2025-02-27 15:06:21,337 INFO hook.py line 109 3679208] Train: [99/100][150/300] Data 0.004 (0.006) Batch 0.249 (0.319) Remain 00:02:23 loss: 0.1507 Lr: 4.45550e-06 +[2025-02-27 15:06:36,993 INFO hook.py line 109 3679208] Train: [99/100][200/300] Data 0.004 (0.006) Batch 0.290 (0.318) Remain 00:02:07 loss: 0.1940 Lr: 3.66303e-06 +[2025-02-27 15:06:52,763 INFO hook.py line 109 3679208] Train: [99/100][250/300] Data 0.002 (0.006) Batch 0.346 (0.317) Remain 00:01:51 loss: 0.3126 Lr: 2.96160e-06 +[2025-02-27 15:07:04,104 INFO hook.py line 109 3679208] Train: [99/100][300/300] Data 0.002 (0.005) Batch 0.197 (0.302) Remain 00:01:30 loss: 0.5597 Lr: 2.35121e-06 +[2025-02-27 15:07:04,105 INFO misc.py line 135 3679208] Train result: loss: 0.1984 +[2025-02-27 15:07:04,205 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:07:19,379 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1148 +[2025-02-27 15:07:20,851 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4363 +[2025-02-27 15:07:20,905 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.4517 +[2025-02-27 15:07:22,315 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5565 +[2025-02-27 15:07:22,353 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3106 +[2025-02-27 15:07:22,406 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.6594 +[2025-02-27 15:07:22,468 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3966 +[2025-02-27 15:07:22,510 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2822 +[2025-02-27 15:07:22,556 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1218 +[2025-02-27 15:07:22,603 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5854 +[2025-02-27 15:07:22,661 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5379 +[2025-02-27 15:07:22,709 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0062 +[2025-02-27 15:07:22,759 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4556 +[2025-02-27 15:07:22,808 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3762 +[2025-02-27 15:07:22,854 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0440 +[2025-02-27 15:07:22,908 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0888 +[2025-02-27 15:07:22,952 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5706 +[2025-02-27 15:07:22,994 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7386 +[2025-02-27 15:07:23,060 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0957 +[2025-02-27 15:07:23,102 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5567 +[2025-02-27 15:07:23,149 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3473 +[2025-02-27 15:07:23,203 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3806 +[2025-02-27 15:07:23,245 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.6853 +[2025-02-27 15:07:23,288 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8702 +[2025-02-27 15:07:23,334 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7300 +[2025-02-27 15:07:23,385 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5671 +[2025-02-27 15:07:23,442 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3313 +[2025-02-27 15:07:23,487 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4260 +[2025-02-27 15:07:23,526 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3866 +[2025-02-27 15:07:23,589 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5294 +[2025-02-27 15:07:23,656 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4135 +[2025-02-27 15:07:23,695 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5127 +[2025-02-27 15:07:23,758 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1797 +[2025-02-27 15:07:23,800 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0323 +[2025-02-27 15:07:23,835 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4008 +[2025-02-27 15:07:23,891 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9045 +[2025-02-27 15:07:23,943 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6208 +[2025-02-27 15:07:23,989 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.3001 +[2025-02-27 15:07:24,049 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3164 +[2025-02-27 15:07:24,100 INFO hook.py line 289 3679208] Test: [40/78] Loss 1.9545 +[2025-02-27 15:07:24,148 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2114 +[2025-02-27 15:07:24,195 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1531 +[2025-02-27 15:07:24,233 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1447 +[2025-02-27 15:07:24,287 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4484 +[2025-02-27 15:07:24,334 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5225 +[2025-02-27 15:07:24,384 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7897 +[2025-02-27 15:07:24,428 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2226 +[2025-02-27 15:07:24,469 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4845 +[2025-02-27 15:07:24,512 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8981 +[2025-02-27 15:07:24,544 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0261 +[2025-02-27 15:07:24,572 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.9050 +[2025-02-27 15:07:24,607 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7840 +[2025-02-27 15:07:24,639 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2894 +[2025-02-27 15:07:24,675 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4437 +[2025-02-27 15:07:24,711 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0399 +[2025-02-27 15:07:24,758 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1896 +[2025-02-27 15:07:24,794 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5758 +[2025-02-27 15:07:24,821 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4335 +[2025-02-27 15:07:24,859 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8930 +[2025-02-27 15:07:24,896 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5827 +[2025-02-27 15:07:24,925 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7837 +[2025-02-27 15:07:24,957 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4992 +[2025-02-27 15:07:24,994 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8240 +[2025-02-27 15:07:25,053 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.3020 +[2025-02-27 15:07:25,088 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8306 +[2025-02-27 15:07:25,136 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4445 +[2025-02-27 15:07:25,177 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3137 +[2025-02-27 15:07:25,209 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8740 +[2025-02-27 15:07:25,264 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3807 +[2025-02-27 15:07:25,318 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8088 +[2025-02-27 15:07:25,366 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8331 +[2025-02-27 15:07:25,416 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.2781 +[2025-02-27 15:07:25,467 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3222 +[2025-02-27 15:07:25,507 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0294 +[2025-02-27 15:07:25,556 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.6087 +[2025-02-27 15:07:25,587 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8678 +[2025-02-27 15:07:25,641 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3195 +[2025-02-27 15:07:25,667 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6336 +[2025-02-27 15:07:27,277 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 15:07:27,277 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 15:07:27,277 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] wall : 0.8436 0.9417 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] floor : 0.9585 0.9829 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] cabinet : 0.6488 0.7835 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] bed : 0.8163 0.8763 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] chair : 0.8970 0.9467 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] sofa : 0.8394 0.9190 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] table : 0.7119 0.8215 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] door : 0.6420 0.7636 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] window : 0.5924 0.7235 +[2025-02-27 15:07:27,277 INFO hook.py line 232 3679208] bookshelf : 0.7738 0.8694 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] picture : 0.3406 0.4324 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] counter : 0.6049 0.7401 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] desk : 0.6296 0.7890 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] curtain : 0.6979 0.8003 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] refridgerator : 0.6007 0.6613 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] shower curtain : 0.6473 0.7136 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] toilet : 0.9020 0.9662 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] sink : 0.6406 0.7266 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] bathtub : 0.8694 0.9201 +[2025-02-27 15:07:27,278 INFO hook.py line 232 3679208] otherfurniture : 0.5661 0.6468 +[2025-02-27 15:07:27,278 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 15:07:27,278 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7111/0.8012/0.8980. +[2025-02-27 15:07:27,278 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:07:27,286 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 15:07:27,286 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 15:07:53,197 INFO hook.py line 109 3679208] Train: [100/100][50/300] Data 0.006 (0.009) Batch 0.305 (0.385) Remain 00:01:36 loss: 0.3842 Lr: 1.83190e-06 +[2025-02-27 15:08:11,817 INFO hook.py line 109 3679208] Train: [100/100][100/300] Data 0.004 (0.009) Batch 0.453 (0.379) Remain 00:01:15 loss: 0.2200 Lr: 1.40367e-06 +[2025-02-27 15:08:29,876 INFO hook.py line 109 3679208] Train: [100/100][150/300] Data 0.005 (0.008) Batch 0.368 (0.373) Remain 00:00:55 loss: 0.1443 Lr: 1.06654e-06 +[2025-02-27 15:08:48,133 INFO hook.py line 109 3679208] Train: [100/100][200/300] Data 0.008 (0.008) Batch 0.337 (0.371) Remain 00:00:37 loss: 0.1703 Lr: 8.20515e-07 +[2025-02-27 15:09:06,357 INFO hook.py line 109 3679208] Train: [100/100][250/300] Data 0.008 (0.008) Batch 0.400 (0.370) Remain 00:00:18 loss: 0.2109 Lr: 6.65608e-07 +[2025-02-27 15:09:19,923 INFO hook.py line 109 3679208] Train: [100/100][300/300] Data 0.002 (0.007) Batch 0.200 (0.353) Remain 00:00:00 loss: 0.1683 Lr: 6.01822e-07 +[2025-02-27 15:09:19,924 INFO misc.py line 135 3679208] Train result: loss: 0.2004 +[2025-02-27 15:09:20,006 INFO hook.py line 242 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:09:40,924 INFO hook.py line 289 3679208] Test: [1/78] Loss 0.1151 +[2025-02-27 15:09:40,978 INFO hook.py line 289 3679208] Test: [2/78] Loss 0.4138 +[2025-02-27 15:09:41,022 INFO hook.py line 289 3679208] Test: [3/78] Loss 0.3895 +[2025-02-27 15:09:41,081 INFO hook.py line 289 3679208] Test: [4/78] Loss 0.5546 +[2025-02-27 15:09:41,130 INFO hook.py line 289 3679208] Test: [5/78] Loss 0.3425 +[2025-02-27 15:09:41,194 INFO hook.py line 289 3679208] Test: [6/78] Loss 1.8119 +[2025-02-27 15:09:41,266 INFO hook.py line 289 3679208] Test: [7/78] Loss 0.3840 +[2025-02-27 15:09:41,300 INFO hook.py line 289 3679208] Test: [8/78] Loss 0.2785 +[2025-02-27 15:09:41,350 INFO hook.py line 289 3679208] Test: [9/78] Loss 1.1277 +[2025-02-27 15:09:41,394 INFO hook.py line 289 3679208] Test: [10/78] Loss 0.5704 +[2025-02-27 15:09:41,447 INFO hook.py line 289 3679208] Test: [11/78] Loss 0.5210 +[2025-02-27 15:09:41,496 INFO hook.py line 289 3679208] Test: [12/78] Loss 1.0270 +[2025-02-27 15:09:41,548 INFO hook.py line 289 3679208] Test: [13/78] Loss 1.4537 +[2025-02-27 15:09:41,599 INFO hook.py line 289 3679208] Test: [14/78] Loss 2.3961 +[2025-02-27 15:09:41,639 INFO hook.py line 289 3679208] Test: [15/78] Loss 1.0296 +[2025-02-27 15:09:42,292 INFO hook.py line 289 3679208] Test: [16/78] Loss 0.0823 +[2025-02-27 15:09:42,332 INFO hook.py line 289 3679208] Test: [17/78] Loss 0.5477 +[2025-02-27 15:09:42,366 INFO hook.py line 289 3679208] Test: [18/78] Loss 0.7445 +[2025-02-27 15:09:42,414 INFO hook.py line 289 3679208] Test: [19/78] Loss 1.0842 +[2025-02-27 15:09:42,457 INFO hook.py line 289 3679208] Test: [20/78] Loss 1.5494 +[2025-02-27 15:09:42,501 INFO hook.py line 289 3679208] Test: [21/78] Loss 0.3473 +[2025-02-27 15:09:42,545 INFO hook.py line 289 3679208] Test: [22/78] Loss 1.3621 +[2025-02-27 15:09:42,579 INFO hook.py line 289 3679208] Test: [23/78] Loss 0.7881 +[2025-02-27 15:09:42,624 INFO hook.py line 289 3679208] Test: [24/78] Loss 0.8611 +[2025-02-27 15:09:42,675 INFO hook.py line 289 3679208] Test: [25/78] Loss 0.7890 +[2025-02-27 15:09:42,716 INFO hook.py line 289 3679208] Test: [26/78] Loss 0.5533 +[2025-02-27 15:09:42,775 INFO hook.py line 289 3679208] Test: [27/78] Loss 1.3356 +[2025-02-27 15:09:42,831 INFO hook.py line 289 3679208] Test: [28/78] Loss 0.4019 +[2025-02-27 15:09:42,871 INFO hook.py line 289 3679208] Test: [29/78] Loss 0.3787 +[2025-02-27 15:09:42,923 INFO hook.py line 289 3679208] Test: [30/78] Loss 0.5561 +[2025-02-27 15:09:42,980 INFO hook.py line 289 3679208] Test: [31/78] Loss 0.4260 +[2025-02-27 15:09:43,015 INFO hook.py line 289 3679208] Test: [32/78] Loss 0.5119 +[2025-02-27 15:09:43,073 INFO hook.py line 289 3679208] Test: [33/78] Loss 0.1939 +[2025-02-27 15:09:43,127 INFO hook.py line 289 3679208] Test: [34/78] Loss 1.0425 +[2025-02-27 15:09:43,177 INFO hook.py line 289 3679208] Test: [35/78] Loss 0.4241 +[2025-02-27 15:09:43,227 INFO hook.py line 289 3679208] Test: [36/78] Loss 0.9029 +[2025-02-27 15:09:43,272 INFO hook.py line 289 3679208] Test: [37/78] Loss 0.6117 +[2025-02-27 15:09:43,317 INFO hook.py line 289 3679208] Test: [38/78] Loss 0.2988 +[2025-02-27 15:09:43,376 INFO hook.py line 289 3679208] Test: [39/78] Loss 1.3508 +[2025-02-27 15:09:43,438 INFO hook.py line 289 3679208] Test: [40/78] Loss 2.0120 +[2025-02-27 15:09:43,495 INFO hook.py line 289 3679208] Test: [41/78] Loss 1.2292 +[2025-02-27 15:09:43,532 INFO hook.py line 289 3679208] Test: [42/78] Loss 0.1499 +[2025-02-27 15:09:43,578 INFO hook.py line 289 3679208] Test: [43/78] Loss 0.1421 +[2025-02-27 15:09:43,643 INFO hook.py line 289 3679208] Test: [44/78] Loss 0.4092 +[2025-02-27 15:09:43,692 INFO hook.py line 289 3679208] Test: [45/78] Loss 0.5270 +[2025-02-27 15:09:43,748 INFO hook.py line 289 3679208] Test: [46/78] Loss 0.7864 +[2025-02-27 15:09:43,785 INFO hook.py line 289 3679208] Test: [47/78] Loss 2.2546 +[2025-02-27 15:09:43,816 INFO hook.py line 289 3679208] Test: [48/78] Loss 0.4717 +[2025-02-27 15:09:43,847 INFO hook.py line 289 3679208] Test: [49/78] Loss 0.8956 +[2025-02-27 15:09:43,878 INFO hook.py line 289 3679208] Test: [50/78] Loss 1.0373 +[2025-02-27 15:09:43,908 INFO hook.py line 289 3679208] Test: [51/78] Loss 0.8711 +[2025-02-27 15:09:43,940 INFO hook.py line 289 3679208] Test: [52/78] Loss 0.7898 +[2025-02-27 15:09:43,965 INFO hook.py line 289 3679208] Test: [53/78] Loss 0.2751 +[2025-02-27 15:09:44,000 INFO hook.py line 289 3679208] Test: [54/78] Loss 2.4605 +[2025-02-27 15:09:44,037 INFO hook.py line 289 3679208] Test: [55/78] Loss 0.0407 +[2025-02-27 15:09:44,076 INFO hook.py line 289 3679208] Test: [56/78] Loss 0.1911 +[2025-02-27 15:09:44,108 INFO hook.py line 289 3679208] Test: [57/78] Loss 0.5902 +[2025-02-27 15:09:44,135 INFO hook.py line 289 3679208] Test: [58/78] Loss 0.4365 +[2025-02-27 15:09:44,177 INFO hook.py line 289 3679208] Test: [59/78] Loss 0.8578 +[2025-02-27 15:09:44,211 INFO hook.py line 289 3679208] Test: [60/78] Loss 0.5692 +[2025-02-27 15:09:44,236 INFO hook.py line 289 3679208] Test: [61/78] Loss 0.7896 +[2025-02-27 15:09:44,269 INFO hook.py line 289 3679208] Test: [62/78] Loss 0.4918 +[2025-02-27 15:09:44,308 INFO hook.py line 289 3679208] Test: [63/78] Loss 0.8513 +[2025-02-27 15:09:44,362 INFO hook.py line 289 3679208] Test: [64/78] Loss 1.2605 +[2025-02-27 15:09:44,389 INFO hook.py line 289 3679208] Test: [65/78] Loss 0.8536 +[2025-02-27 15:09:44,429 INFO hook.py line 289 3679208] Test: [66/78] Loss 0.4441 +[2025-02-27 15:09:44,470 INFO hook.py line 289 3679208] Test: [67/78] Loss 0.3169 +[2025-02-27 15:09:44,503 INFO hook.py line 289 3679208] Test: [68/78] Loss 0.8843 +[2025-02-27 15:09:44,532 INFO hook.py line 289 3679208] Test: [69/78] Loss 0.3778 +[2025-02-27 15:09:44,586 INFO hook.py line 289 3679208] Test: [70/78] Loss 0.8096 +[2025-02-27 15:09:44,629 INFO hook.py line 289 3679208] Test: [71/78] Loss 0.8578 +[2025-02-27 15:09:44,680 INFO hook.py line 289 3679208] Test: [72/78] Loss 0.3147 +[2025-02-27 15:09:44,730 INFO hook.py line 289 3679208] Test: [73/78] Loss 0.3074 +[2025-02-27 15:09:44,773 INFO hook.py line 289 3679208] Test: [74/78] Loss 2.0690 +[2025-02-27 15:09:44,820 INFO hook.py line 289 3679208] Test: [75/78] Loss 0.5879 +[2025-02-27 15:09:44,848 INFO hook.py line 289 3679208] Test: [76/78] Loss 0.8679 +[2025-02-27 15:09:44,903 INFO hook.py line 289 3679208] Test: [77/78] Loss 0.3049 +[2025-02-27 15:09:44,930 INFO hook.py line 289 3679208] Test: [78/78] Loss 0.6281 +[2025-02-27 15:09:46,629 INFO hook.py line 217 3679208] ######################################## +[2025-02-27 15:09:46,629 INFO hook.py line 222 3679208] what : mIoU Acc +[2025-02-27 15:09:46,629 INFO hook.py line 223 3679208] ######################################## +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] wall : 0.8436 0.9417 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] floor : 0.9584 0.9828 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] cabinet : 0.6513 0.7840 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] bed : 0.8161 0.8769 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] chair : 0.8975 0.9474 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] sofa : 0.8394 0.9188 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] table : 0.7140 0.8214 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] door : 0.6402 0.7602 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] window : 0.5928 0.7241 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] bookshelf : 0.7763 0.8715 +[2025-02-27 15:09:46,629 INFO hook.py line 232 3679208] picture : 0.3391 0.4331 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] counter : 0.6073 0.7392 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] desk : 0.6321 0.7920 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] curtain : 0.6994 0.8040 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] refridgerator : 0.6025 0.6595 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] shower curtain : 0.6460 0.7130 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] toilet : 0.9011 0.9664 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] sink : 0.6367 0.7251 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] bathtub : 0.8684 0.9217 +[2025-02-27 15:09:46,630 INFO hook.py line 232 3679208] otherfurniture : 0.5694 0.6507 +[2025-02-27 15:09:46,630 INFO hook.py line 233 3679208] ######################################## +[2025-02-27 15:09:46,630 INFO hook.py line 234 3679208] Overall: mIoU/mAcc/allAcc 0.7116/0.8017/0.8983. +[2025-02-27 15:09:46,630 INFO hook.py line 306 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:09:46,638 INFO misc.py line 164 3679208] Currently Best mIoU: 0.7126 +[2025-02-27 15:09:46,638 INFO misc.py line 173 3679208] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la100/model/model_last.pth +[2025-02-27 15:09:47,542 INFO hook.py line 312 3679208] Best mIoU: 0.7126 +[2025-02-27 15:09:47,544 INFO misc.py line 259 3679208] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:09:47,544 INFO test.py line 41 3679208] => Loading config ... +[2025-02-27 15:09:47,544 INFO test.py line 53 3679208] => Building test dataset & dataloader ... +[2025-02-27 15:09:47,547 INFO defaults.py line 68 3679208] Totally 312 x 1 samples in val set. +[2025-02-27 15:09:47,548 INFO misc.py line 270 3679208] => Testing on model_best ... +[2025-02-27 15:09:48,031 INFO test.py line 119 3679208] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:10:02,239 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-02-27 15:10:02,277 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-02-27 15:10:02,305 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 2/109 +[2025-02-27 15:10:02,334 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 3/109 +[2025-02-27 15:10:02,366 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 4/109 +[2025-02-27 15:10:02,402 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 5/109 +[2025-02-27 15:10:02,434 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 6/109 +[2025-02-27 15:10:02,466 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 7/109 +[2025-02-27 15:10:02,487 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 8/109 +[2025-02-27 15:10:02,505 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 9/109 +[2025-02-27 15:10:02,528 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 10/109 +[2025-02-27 15:10:02,553 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 11/109 +[2025-02-27 15:10:02,574 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 12/109 +[2025-02-27 15:10:02,604 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 13/109 +[2025-02-27 15:10:02,624 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 14/109 +[2025-02-27 15:10:02,643 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 15/109 +[2025-02-27 15:10:02,662 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 16/109 +[2025-02-27 15:10:02,682 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 17/109 +[2025-02-27 15:10:02,708 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 18/109 +[2025-02-27 15:10:02,729 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 19/109 +[2025-02-27 15:10:02,750 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 20/109 +[2025-02-27 15:10:02,769 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 21/109 +[2025-02-27 15:10:02,788 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 22/109 +[2025-02-27 15:10:02,807 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 23/109 +[2025-02-27 15:10:02,830 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 24/109 +[2025-02-27 15:10:02,853 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 25/109 +[2025-02-27 15:10:02,874 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 26/109 +[2025-02-27 15:10:02,894 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 27/109 +[2025-02-27 15:10:02,914 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 28/109 +[2025-02-27 15:10:02,932 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 29/109 +[2025-02-27 15:10:02,953 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 30/109 +[2025-02-27 15:10:02,977 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 31/109 +[2025-02-27 15:10:02,998 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 32/109 +[2025-02-27 15:10:03,022 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 33/109 +[2025-02-27 15:10:03,041 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 34/109 +[2025-02-27 15:10:03,060 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 35/109 +[2025-02-27 15:10:03,079 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 36/109 +[2025-02-27 15:10:03,101 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 37/109 +[2025-02-27 15:10:03,124 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 38/109 +[2025-02-27 15:10:03,143 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 39/109 +[2025-02-27 15:10:03,162 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 40/109 +[2025-02-27 15:10:03,186 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 41/109 +[2025-02-27 15:10:03,205 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 42/109 +[2025-02-27 15:10:03,224 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 43/109 +[2025-02-27 15:10:03,243 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 44/109 +[2025-02-27 15:10:03,262 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 45/109 +[2025-02-27 15:10:03,280 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 46/109 +[2025-02-27 15:10:03,299 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 47/109 +[2025-02-27 15:10:03,318 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 48/109 +[2025-02-27 15:10:03,338 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 49/109 +[2025-02-27 15:10:03,357 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 50/109 +[2025-02-27 15:10:03,375 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 51/109 +[2025-02-27 15:10:03,393 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 52/109 +[2025-02-27 15:10:03,412 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 53/109 +[2025-02-27 15:10:03,431 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 54/109 +[2025-02-27 15:10:03,450 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 55/109 +[2025-02-27 15:10:03,469 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:03,678 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 67/109 +[2025-02-27 15:10:03,696 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 68/109 +[2025-02-27 15:10:03,714 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 69/109 +[2025-02-27 15:10:03,731 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 70/109 +[2025-02-27 15:10:03,749 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 71/109 +[2025-02-27 15:10:03,769 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 72/109 +[2025-02-27 15:10:03,792 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 73/109 +[2025-02-27 15:10:03,811 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 74/109 +[2025-02-27 15:10:03,829 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 75/109 +[2025-02-27 15:10:03,847 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 76/109 +[2025-02-27 15:10:03,866 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 77/109 +[2025-02-27 15:10:03,885 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 78/109 +[2025-02-27 15:10:03,914 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 79/109 +[2025-02-27 15:10:03,939 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 80/109 +[2025-02-27 15:10:03,964 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 81/109 +[2025-02-27 15:10:03,983 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 82/109 +[2025-02-27 15:10:04,009 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 83/109 +[2025-02-27 15:10:04,027 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 84/109 +[2025-02-27 15:10:04,046 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 85/109 +[2025-02-27 15:10:04,066 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 86/109 +[2025-02-27 15:10:04,088 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:04,313 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 98/109 +[2025-02-27 15:10:04,332 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 99/109 +[2025-02-27 15:10:04,352 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 100/109 +[2025-02-27 15:10:04,372 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 101/109 +[2025-02-27 15:10:04,393 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 102/109 +[2025-02-27 15:10:04,413 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 103/109 +[2025-02-27 15:10:04,433 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 104/109 +[2025-02-27 15:10:04,453 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 105/109 +[2025-02-27 15:10:04,472 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 106/109 +[2025-02-27 15:10:04,490 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 107/109 +[2025-02-27 15:10:04,510 INFO test.py line 201 3679208] Test: 1/78-scene0406_02, Batch: 108/109 +[2025-02-27 15:10:04,546 INFO test.py line 289 3679208] Test: scene0406_02 [1/78]-41752 Batch 2.359 (2.359) Accuracy 0.9797 (0.4817) mIoU 0.9455 (0.4728) +[2025-02-27 15:10:07,654 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 0/134 +[2025-02-27 15:10:07,708 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 1/134 +[2025-02-27 15:10:07,767 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 2/134 +[2025-02-27 15:10:07,809 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 3/134 +[2025-02-27 15:10:07,878 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 4/134 +[2025-02-27 15:10:07,924 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 5/134 +[2025-02-27 15:10:07,977 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 6/134 +[2025-02-27 15:10:08,027 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 7/134 +[2025-02-27 15:10:08,069 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 8/134 +[2025-02-27 15:10:08,109 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 9/134 +[2025-02-27 15:10:08,161 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 10/134 +[2025-02-27 15:10:08,410 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 11/134 +[2025-02-27 15:10:08,456 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 12/134 +[2025-02-27 15:10:08,519 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 13/134 +[2025-02-27 15:10:08,640 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 14/134 +[2025-02-27 15:10:08,761 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 15/134 +[2025-02-27 15:10:08,911 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 16/134 +[2025-02-27 15:10:09,035 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 17/134 +[2025-02-27 15:10:09,114 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 18/134 +[2025-02-27 15:10:09,161 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 19/134 +[2025-02-27 15:10:09,212 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 20/134 +[2025-02-27 15:10:09,253 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 21/134 +[2025-02-27 15:10:09,293 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 22/134 +[2025-02-27 15:10:09,336 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 23/134 +[2025-02-27 15:10:09,396 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 24/134 +[2025-02-27 15:10:09,439 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 25/134 +[2025-02-27 15:10:09,480 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 26/134 +[2025-02-27 15:10:09,528 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 27/134 +[2025-02-27 15:10:09,566 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 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+[2025-02-27 15:10:12,217 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 60/134 +[2025-02-27 15:10:12,271 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 61/134 +[2025-02-27 15:10:12,334 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 62/134 +[2025-02-27 15:10:12,394 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 63/134 +[2025-02-27 15:10:12,449 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 64/134 +[2025-02-27 15:10:12,502 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 65/134 +[2025-02-27 15:10:12,537 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 66/134 +[2025-02-27 15:10:12,573 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 67/134 +[2025-02-27 15:10:12,621 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 68/134 +[2025-02-27 15:10:12,661 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 69/134 +[2025-02-27 15:10:12,695 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 70/134 +[2025-02-27 15:10:12,731 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 71/134 +[2025-02-27 15:10:12,792 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 72/134 +[2025-02-27 15:10:12,828 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 73/134 +[2025-02-27 15:10:12,866 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 74/134 +[2025-02-27 15:10:12,902 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 75/134 +[2025-02-27 15:10:12,938 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 76/134 +[2025-02-27 15:10:12,973 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 77/134 +[2025-02-27 15:10:13,011 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 78/134 +[2025-02-27 15:10:13,050 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 79/134 +[2025-02-27 15:10:13,110 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:13,511 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 91/134 +[2025-02-27 15:10:13,548 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 92/134 +[2025-02-27 15:10:13,592 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 93/134 +[2025-02-27 15:10:13,631 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 94/134 +[2025-02-27 15:10:13,671 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 95/134 +[2025-02-27 15:10:13,708 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 96/134 +[2025-02-27 15:10:13,745 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 97/134 +[2025-02-27 15:10:13,783 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 98/134 +[2025-02-27 15:10:13,823 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 99/134 +[2025-02-27 15:10:13,859 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 100/134 +[2025-02-27 15:10:13,894 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 101/134 +[2025-02-27 15:10:13,930 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 102/134 +[2025-02-27 15:10:13,967 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 103/134 +[2025-02-27 15:10:14,005 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 104/134 +[2025-02-27 15:10:14,042 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 105/134 +[2025-02-27 15:10:14,081 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 106/134 +[2025-02-27 15:10:14,117 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 107/134 +[2025-02-27 15:10:14,154 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 108/134 +[2025-02-27 15:10:14,189 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 109/134 +[2025-02-27 15:10:14,226 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 110/134 +[2025-02-27 15:10:14,262 INFO test.py line 201 3679208] Test: 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121/134 +[2025-02-27 15:10:14,692 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-02-27 15:10:14,767 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 123/134 +[2025-02-27 15:10:14,829 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 124/134 +[2025-02-27 15:10:14,885 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 125/134 +[2025-02-27 15:10:14,945 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 126/134 +[2025-02-27 15:10:14,995 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 127/134 +[2025-02-27 15:10:15,042 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 128/134 +[2025-02-27 15:10:15,086 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 129/134 +[2025-02-27 15:10:15,148 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 130/134 +[2025-02-27 15:10:15,192 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 131/134 +[2025-02-27 15:10:15,244 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 132/134 +[2025-02-27 15:10:15,283 INFO test.py line 201 3679208] Test: 2/78-scene0593_00, Batch: 133/134 +[2025-02-27 15:10:15,567 INFO test.py line 289 3679208] Test: scene0593_00 [2/78]-211902 Batch 7.967 (5.163) Accuracy 0.9451 (0.6036) mIoU 0.4419 (0.5877) +[2025-02-27 15:10:15,595 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-02-27 15:10:15,619 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-02-27 15:10:15,643 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-02-27 15:10:15,667 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-02-27 15:10:15,693 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 4/143 +[2025-02-27 15:10:15,716 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 5/143 +[2025-02-27 15:10:15,738 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 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+[2025-02-27 15:10:16,749 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 38/143 +[2025-02-27 15:10:16,794 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 39/143 +[2025-02-27 15:10:16,847 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 40/143 +[2025-02-27 15:10:16,887 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 41/143 +[2025-02-27 15:10:16,925 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 42/143 +[2025-02-27 15:10:16,970 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 43/143 +[2025-02-27 15:10:17,008 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 44/143 +[2025-02-27 15:10:17,057 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 45/143 +[2025-02-27 15:10:17,111 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 46/143 +[2025-02-27 15:10:17,171 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 47/143 +[2025-02-27 15:10:17,222 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 48/143 +[2025-02-27 15:10:17,267 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 49/143 +[2025-02-27 15:10:17,313 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 50/143 +[2025-02-27 15:10:17,362 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 51/143 +[2025-02-27 15:10:17,405 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 52/143 +[2025-02-27 15:10:17,447 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 53/143 +[2025-02-27 15:10:17,477 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 54/143 +[2025-02-27 15:10:17,500 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 55/143 +[2025-02-27 15:10:17,522 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 56/143 +[2025-02-27 15:10:17,544 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 57/143 +[2025-02-27 15:10:17,567 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:17,805 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 69/143 +[2025-02-27 15:10:17,825 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 70/143 +[2025-02-27 15:10:17,845 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 71/143 +[2025-02-27 15:10:17,865 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 72/143 +[2025-02-27 15:10:17,885 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 73/143 +[2025-02-27 15:10:17,905 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 74/143 +[2025-02-27 15:10:17,926 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 75/143 +[2025-02-27 15:10:17,946 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 76/143 +[2025-02-27 15:10:17,965 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 77/143 +[2025-02-27 15:10:17,986 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 78/143 +[2025-02-27 15:10:18,006 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 79/143 +[2025-02-27 15:10:18,025 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 80/143 +[2025-02-27 15:10:18,047 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 81/143 +[2025-02-27 15:10:18,068 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 82/143 +[2025-02-27 15:10:18,091 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 83/143 +[2025-02-27 15:10:18,112 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 84/143 +[2025-02-27 15:10:18,138 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 85/143 +[2025-02-27 15:10:18,158 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 86/143 +[2025-02-27 15:10:18,182 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 87/143 +[2025-02-27 15:10:18,203 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 88/143 +[2025-02-27 15:10:18,225 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:18,487 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 100/143 +[2025-02-27 15:10:18,513 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 101/143 +[2025-02-27 15:10:18,543 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 102/143 +[2025-02-27 15:10:18,567 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 103/143 +[2025-02-27 15:10:18,593 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 104/143 +[2025-02-27 15:10:18,617 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 105/143 +[2025-02-27 15:10:18,643 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 106/143 +[2025-02-27 15:10:18,677 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-02-27 15:10:18,703 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 108/143 +[2025-02-27 15:10:18,729 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 109/143 +[2025-02-27 15:10:18,755 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 110/143 +[2025-02-27 15:10:18,795 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 111/143 +[2025-02-27 15:10:18,834 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 112/143 +[2025-02-27 15:10:18,867 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 113/143 +[2025-02-27 15:10:18,908 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 114/143 +[2025-02-27 15:10:18,950 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 115/143 +[2025-02-27 15:10:19,022 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 116/143 +[2025-02-27 15:10:19,086 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 117/143 +[2025-02-27 15:10:19,131 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 118/143 +[2025-02-27 15:10:19,172 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 119/143 +[2025-02-27 15:10:19,194 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 120/143 +[2025-02-27 15:10:19,219 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 121/143 +[2025-02-27 15:10:19,262 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 122/143 +[2025-02-27 15:10:19,289 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 123/143 +[2025-02-27 15:10:19,317 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 124/143 +[2025-02-27 15:10:19,350 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 125/143 +[2025-02-27 15:10:19,377 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 126/143 +[2025-02-27 15:10:19,400 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 127/143 +[2025-02-27 15:10:19,424 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 128/143 +[2025-02-27 15:10:19,447 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 129/143 +[2025-02-27 15:10:19,487 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 130/143 +[2025-02-27 15:10:19,518 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 131/143 +[2025-02-27 15:10:19,547 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 132/143 +[2025-02-27 15:10:19,581 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 133/143 +[2025-02-27 15:10:19,609 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 134/143 +[2025-02-27 15:10:19,633 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 135/143 +[2025-02-27 15:10:19,666 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 136/143 +[2025-02-27 15:10:19,691 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 137/143 +[2025-02-27 15:10:19,715 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 138/143 +[2025-02-27 15:10:19,739 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 139/143 +[2025-02-27 15:10:19,764 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 140/143 +[2025-02-27 15:10:19,787 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 141/143 +[2025-02-27 15:10:19,814 INFO test.py line 201 3679208] Test: 3/78-scene0356_01, Batch: 142/143 +[2025-02-27 15:10:19,942 INFO test.py line 289 3679208] Test: scene0356_01 [3/78]-96610 Batch 4.374 (4.900) Accuracy 0.9315 (0.7422) mIoU 0.5811 (0.7063) +[2025-02-27 15:10:19,979 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 0/142 +[2025-02-27 15:10:20,006 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 1/142 +[2025-02-27 15:10:20,031 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 2/142 +[2025-02-27 15:10:20,059 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 3/142 +[2025-02-27 15:10:20,086 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 4/142 +[2025-02-27 15:10:20,112 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 5/142 +[2025-02-27 15:10:20,140 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 6/142 +[2025-02-27 15:10:20,165 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 7/142 +[2025-02-27 15:10:20,193 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 8/142 +[2025-02-27 15:10:20,220 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 9/142 +[2025-02-27 15:10:20,248 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 10/142 +[2025-02-27 15:10:20,278 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 11/142 +[2025-02-27 15:10:20,309 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 12/142 +[2025-02-27 15:10:20,342 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 13/142 +[2025-02-27 15:10:20,373 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 14/142 +[2025-02-27 15:10:20,400 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 15/142 +[2025-02-27 15:10:20,429 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 16/142 +[2025-02-27 15:10:20,457 INFO test.py line 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INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 38/142 +[2025-02-27 15:10:21,062 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 39/142 +[2025-02-27 15:10:21,103 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 40/142 +[2025-02-27 15:10:21,150 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 41/142 +[2025-02-27 15:10:21,196 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 42/142 +[2025-02-27 15:10:21,244 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 43/142 +[2025-02-27 15:10:21,287 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 44/142 +[2025-02-27 15:10:21,333 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 45/142 +[2025-02-27 15:10:21,375 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 46/142 +[2025-02-27 15:10:21,410 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 47/142 +[2025-02-27 15:10:21,465 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:21,951 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 59/142 +[2025-02-27 15:10:21,984 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 60/142 +[2025-02-27 15:10:22,013 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 61/142 +[2025-02-27 15:10:22,042 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 62/142 +[2025-02-27 15:10:22,105 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 63/142 +[2025-02-27 15:10:22,145 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 64/142 +[2025-02-27 15:10:22,175 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 65/142 +[2025-02-27 15:10:22,210 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 66/142 +[2025-02-27 15:10:22,240 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 67/142 +[2025-02-27 15:10:22,274 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 68/142 +[2025-02-27 15:10:22,308 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 69/142 +[2025-02-27 15:10:22,341 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 70/142 +[2025-02-27 15:10:22,375 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 71/142 +[2025-02-27 15:10:22,405 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 72/142 +[2025-02-27 15:10:22,442 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 73/142 +[2025-02-27 15:10:22,491 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 74/142 +[2025-02-27 15:10:22,528 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 75/142 +[2025-02-27 15:10:22,580 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 76/142 +[2025-02-27 15:10:22,658 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 77/142 +[2025-02-27 15:10:22,710 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 78/142 +[2025-02-27 15:10:22,766 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:23,273 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 90/142 +[2025-02-27 15:10:23,304 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 91/142 +[2025-02-27 15:10:23,339 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 92/142 +[2025-02-27 15:10:23,375 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 93/142 +[2025-02-27 15:10:23,411 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 94/142 +[2025-02-27 15:10:23,445 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 95/142 +[2025-02-27 15:10:23,478 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 96/142 +[2025-02-27 15:10:23,509 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 97/142 +[2025-02-27 15:10:23,539 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 98/142 +[2025-02-27 15:10:23,571 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 99/142 +[2025-02-27 15:10:23,602 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 100/142 +[2025-02-27 15:10:23,635 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 101/142 +[2025-02-27 15:10:23,669 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 102/142 +[2025-02-27 15:10:23,704 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 103/142 +[2025-02-27 15:10:23,737 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 104/142 +[2025-02-27 15:10:23,771 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 105/142 +[2025-02-27 15:10:23,804 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 106/142 +[2025-02-27 15:10:23,839 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 107/142 +[2025-02-27 15:10:23,898 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 108/142 +[2025-02-27 15:10:23,931 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 109/142 +[2025-02-27 15:10:23,964 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 110/142 +[2025-02-27 15:10:24,001 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 111/142 +[2025-02-27 15:10:24,033 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 112/142 +[2025-02-27 15:10:24,067 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 113/142 +[2025-02-27 15:10:24,109 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 114/142 +[2025-02-27 15:10:24,144 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 115/142 +[2025-02-27 15:10:24,175 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 116/142 +[2025-02-27 15:10:24,207 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 117/142 +[2025-02-27 15:10:24,243 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 118/142 +[2025-02-27 15:10:24,276 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 119/142 +[2025-02-27 15:10:24,309 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 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15:10:24,728 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 131/142 +[2025-02-27 15:10:24,767 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 132/142 +[2025-02-27 15:10:24,804 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 133/142 +[2025-02-27 15:10:24,840 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 134/142 +[2025-02-27 15:10:24,875 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 135/142 +[2025-02-27 15:10:24,909 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 136/142 +[2025-02-27 15:10:24,942 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 137/142 +[2025-02-27 15:10:24,978 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 138/142 +[2025-02-27 15:10:25,012 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 139/142 +[2025-02-27 15:10:25,045 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 140/142 +[2025-02-27 15:10:25,081 INFO test.py line 201 3679208] Test: 4/78-scene0578_02, Batch: 141/142 +[2025-02-27 15:10:25,289 INFO test.py line 289 3679208] Test: scene0578_02 [4/78]-128553 Batch 5.346 (5.012) Accuracy 0.9444 (0.7258) mIoU 0.6799 (0.6906) +[2025-02-27 15:10:25,327 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-02-27 15:10:25,359 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-02-27 15:10:25,393 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-02-27 15:10:25,425 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-02-27 15:10:25,456 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-02-27 15:10:25,488 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 5/113 +[2025-02-27 15:10:25,521 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 6/113 +[2025-02-27 15:10:25,551 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 7/113 +[2025-02-27 15:10:25,584 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 8/113 +[2025-02-27 15:10:25,614 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 9/113 +[2025-02-27 15:10:25,647 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 10/113 +[2025-02-27 15:10:25,677 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 11/113 +[2025-02-27 15:10:25,708 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 12/113 +[2025-02-27 15:10:25,740 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 13/113 +[2025-02-27 15:10:25,771 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 14/113 +[2025-02-27 15:10:25,804 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 15/113 +[2025-02-27 15:10:25,839 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 16/113 +[2025-02-27 15:10:25,897 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 17/113 +[2025-02-27 15:10:25,928 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:26,234 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 29/113 +[2025-02-27 15:10:26,259 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 30/113 +[2025-02-27 15:10:26,286 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 31/113 +[2025-02-27 15:10:26,311 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 32/113 +[2025-02-27 15:10:26,336 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 33/113 +[2025-02-27 15:10:26,362 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 34/113 +[2025-02-27 15:10:26,388 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 35/113 +[2025-02-27 15:10:26,414 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 36/113 +[2025-02-27 15:10:26,438 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 37/113 +[2025-02-27 15:10:26,465 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 38/113 +[2025-02-27 15:10:26,489 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 39/113 +[2025-02-27 15:10:26,517 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 40/113 +[2025-02-27 15:10:26,543 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 41/113 +[2025-02-27 15:10:26,568 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 42/113 +[2025-02-27 15:10:26,592 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 43/113 +[2025-02-27 15:10:26,617 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 44/113 +[2025-02-27 15:10:26,642 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 45/113 +[2025-02-27 15:10:26,667 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 46/113 +[2025-02-27 15:10:26,693 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 47/113 +[2025-02-27 15:10:26,719 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 48/113 +[2025-02-27 15:10:26,772 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:27,079 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 60/113 +[2025-02-27 15:10:27,107 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 61/113 +[2025-02-27 15:10:27,134 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 62/113 +[2025-02-27 15:10:27,196 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 63/113 +[2025-02-27 15:10:27,269 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 64/113 +[2025-02-27 15:10:27,325 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 65/113 +[2025-02-27 15:10:27,402 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 66/113 +[2025-02-27 15:10:27,442 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 67/113 +[2025-02-27 15:10:27,484 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 68/113 +[2025-02-27 15:10:27,526 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 69/113 +[2025-02-27 15:10:27,557 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 70/113 +[2025-02-27 15:10:27,583 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 71/113 +[2025-02-27 15:10:27,629 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 72/113 +[2025-02-27 15:10:27,663 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 73/113 +[2025-02-27 15:10:27,693 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 74/113 +[2025-02-27 15:10:27,731 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 75/113 +[2025-02-27 15:10:27,765 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 76/113 +[2025-02-27 15:10:27,801 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-02-27 15:10:27,835 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-02-27 15:10:27,872 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-02-27 15:10:27,925 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:28,318 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 91/113 +[2025-02-27 15:10:28,364 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 92/113 +[2025-02-27 15:10:28,395 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 93/113 +[2025-02-27 15:10:28,450 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 94/113 +[2025-02-27 15:10:28,483 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 95/113 +[2025-02-27 15:10:28,515 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 96/113 +[2025-02-27 15:10:28,541 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 97/113 +[2025-02-27 15:10:28,566 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 98/113 +[2025-02-27 15:10:28,589 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-02-27 15:10:28,613 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-02-27 15:10:28,639 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-02-27 15:10:28,663 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-02-27 15:10:28,691 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-02-27 15:10:28,740 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-02-27 15:10:28,765 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-02-27 15:10:28,789 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-02-27 15:10:28,813 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-02-27 15:10:28,836 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-02-27 15:10:28,859 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-02-27 15:10:28,881 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-02-27 15:10:28,908 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 111/113 +[2025-02-27 15:10:28,938 INFO test.py line 201 3679208] Test: 5/78-scene0077_01, Batch: 112/113 +[2025-02-27 15:10:29,027 INFO test.py line 289 3679208] Test: scene0077_01 [5/78]-90381 Batch 3.738 (4.757) Accuracy 0.9501 (0.7717) mIoU 0.7148 (0.7245) +[2025-02-27 15:10:29,055 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 0/121 +[2025-02-27 15:10:29,078 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 1/121 +[2025-02-27 15:10:29,100 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 2/121 +[2025-02-27 15:10:29,122 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 3/121 +[2025-02-27 15:10:29,143 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 4/121 +[2025-02-27 15:10:29,164 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 5/121 +[2025-02-27 15:10:29,186 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 6/121 +[2025-02-27 15:10:29,210 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 7/121 +[2025-02-27 15:10:29,233 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 8/121 +[2025-02-27 15:10:29,255 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 9/121 +[2025-02-27 15:10:29,278 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 10/121 +[2025-02-27 15:10:29,302 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 11/121 +[2025-02-27 15:10:29,325 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 12/121 +[2025-02-27 15:10:29,349 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 13/121 +[2025-02-27 15:10:29,372 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 14/121 +[2025-02-27 15:10:29,395 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 15/121 +[2025-02-27 15:10:29,417 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 16/121 +[2025-02-27 15:10:29,440 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 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test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 28/121 +[2025-02-27 15:10:29,720 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 29/121 +[2025-02-27 15:10:29,743 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 30/121 +[2025-02-27 15:10:29,766 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 31/121 +[2025-02-27 15:10:29,790 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 32/121 +[2025-02-27 15:10:29,820 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 33/121 +[2025-02-27 15:10:29,845 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 34/121 +[2025-02-27 15:10:29,871 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 35/121 +[2025-02-27 15:10:29,896 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 36/121 +[2025-02-27 15:10:29,919 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 37/121 +[2025-02-27 15:10:29,941 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:30,179 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 49/121 +[2025-02-27 15:10:30,200 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 50/121 +[2025-02-27 15:10:30,222 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 51/121 +[2025-02-27 15:10:30,244 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 52/121 +[2025-02-27 15:10:30,267 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 53/121 +[2025-02-27 15:10:30,287 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 54/121 +[2025-02-27 15:10:30,309 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 55/121 +[2025-02-27 15:10:30,331 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 56/121 +[2025-02-27 15:10:30,352 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 57/121 +[2025-02-27 15:10:30,373 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 58/121 +[2025-02-27 15:10:30,395 INFO test.py 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+[2025-02-27 15:10:30,870 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 80/121 +[2025-02-27 15:10:30,896 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 81/121 +[2025-02-27 15:10:30,919 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 82/121 +[2025-02-27 15:10:30,941 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 83/121 +[2025-02-27 15:10:30,965 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 84/121 +[2025-02-27 15:10:30,987 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 85/121 +[2025-02-27 15:10:31,011 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 86/121 +[2025-02-27 15:10:31,035 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 87/121 +[2025-02-27 15:10:31,060 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 88/121 +[2025-02-27 15:10:31,084 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 89/121 +[2025-02-27 15:10:31,108 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 90/121 +[2025-02-27 15:10:31,130 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 91/121 +[2025-02-27 15:10:31,153 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 92/121 +[2025-02-27 15:10:31,176 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 93/121 +[2025-02-27 15:10:31,199 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 94/121 +[2025-02-27 15:10:31,222 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 95/121 +[2025-02-27 15:10:31,246 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 96/121 +[2025-02-27 15:10:31,267 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 97/121 +[2025-02-27 15:10:31,290 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 98/121 +[2025-02-27 15:10:31,312 INFO test.py line 201 3679208] Test: 6/78-scene0382_01, Batch: 99/121 +[2025-02-27 15:10:31,335 INFO test.py line 201 3679208] Test: 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15:10:31,900 INFO test.py line 289 3679208] Test: scene0382_01 [6/78]-96933 Batch 2.872 (4.443) Accuracy 0.8156 (0.7713) mIoU 0.4115 (0.7160) +[2025-02-27 15:10:38,526 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-02-27 15:10:38,599 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-02-27 15:10:38,676 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 2/134 +[2025-02-27 15:10:38,751 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 3/134 +[2025-02-27 15:10:38,816 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 4/134 +[2025-02-27 15:10:38,913 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 5/134 +[2025-02-27 15:10:38,971 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 6/134 +[2025-02-27 15:10:39,029 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 7/134 +[2025-02-27 15:10:39,115 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 8/134 +[2025-02-27 15:10:39,204 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 9/134 +[2025-02-27 15:10:39,267 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 10/134 +[2025-02-27 15:10:39,328 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 11/134 +[2025-02-27 15:10:39,396 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 12/134 +[2025-02-27 15:10:39,463 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 13/134 +[2025-02-27 15:10:39,546 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 14/134 +[2025-02-27 15:10:39,623 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 15/134 +[2025-02-27 15:10:39,681 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 16/134 +[2025-02-27 15:10:39,731 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 17/134 +[2025-02-27 15:10:39,778 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 18/134 +[2025-02-27 15:10:39,867 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 19/134 +[2025-02-27 15:10:39,928 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 20/134 +[2025-02-27 15:10:39,999 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 21/134 +[2025-02-27 15:10:40,084 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 22/134 +[2025-02-27 15:10:40,178 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 23/134 +[2025-02-27 15:10:40,227 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 24/134 +[2025-02-27 15:10:40,284 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 25/134 +[2025-02-27 15:10:40,334 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 26/134 +[2025-02-27 15:10:40,382 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 27/134 +[2025-02-27 15:10:40,430 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 28/134 +[2025-02-27 15:10:40,481 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:41,237 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 40/134 +[2025-02-27 15:10:41,284 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 41/134 +[2025-02-27 15:10:41,364 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 42/134 +[2025-02-27 15:10:41,410 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 43/134 +[2025-02-27 15:10:41,460 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 44/134 +[2025-02-27 15:10:41,507 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 45/134 +[2025-02-27 15:10:41,564 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 46/134 +[2025-02-27 15:10:41,673 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 47/134 +[2025-02-27 15:10:41,746 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 48/134 +[2025-02-27 15:10:41,811 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 49/134 +[2025-02-27 15:10:41,880 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 50/134 +[2025-02-27 15:10:41,943 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 51/134 +[2025-02-27 15:10:42,003 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 52/134 +[2025-02-27 15:10:42,063 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 53/134 +[2025-02-27 15:10:42,125 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 54/134 +[2025-02-27 15:10:42,187 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 55/134 +[2025-02-27 15:10:42,244 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 56/134 +[2025-02-27 15:10:42,305 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 57/134 +[2025-02-27 15:10:42,350 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 58/134 +[2025-02-27 15:10:42,396 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 59/134 +[2025-02-27 15:10:42,445 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:43,062 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 71/134 +[2025-02-27 15:10:43,138 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 72/134 +[2025-02-27 15:10:43,199 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 73/134 +[2025-02-27 15:10:43,246 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 74/134 +[2025-02-27 15:10:43,339 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 75/134 +[2025-02-27 15:10:43,413 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 76/134 +[2025-02-27 15:10:43,488 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 77/134 +[2025-02-27 15:10:43,535 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 78/134 +[2025-02-27 15:10:43,586 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 79/134 +[2025-02-27 15:10:43,632 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 80/134 +[2025-02-27 15:10:43,701 INFO test.py 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+[2025-02-27 15:10:44,921 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 102/134 +[2025-02-27 15:10:44,978 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 103/134 +[2025-02-27 15:10:45,051 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 104/134 +[2025-02-27 15:10:45,100 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 105/134 +[2025-02-27 15:10:45,151 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 106/134 +[2025-02-27 15:10:45,203 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 107/134 +[2025-02-27 15:10:45,258 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 108/134 +[2025-02-27 15:10:45,310 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 109/134 +[2025-02-27 15:10:45,361 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 110/134 +[2025-02-27 15:10:45,411 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 111/134 +[2025-02-27 15:10:45,465 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 112/134 +[2025-02-27 15:10:45,574 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 113/134 +[2025-02-27 15:10:45,670 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 114/134 +[2025-02-27 15:10:45,751 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 115/134 +[2025-02-27 15:10:45,815 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 116/134 +[2025-02-27 15:10:45,892 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 117/134 +[2025-02-27 15:10:45,962 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 118/134 +[2025-02-27 15:10:46,098 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 119/134 +[2025-02-27 15:10:46,203 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 120/134 +[2025-02-27 15:10:46,272 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 121/134 +[2025-02-27 15:10:46,342 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 122/134 +[2025-02-27 15:10:46,426 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 123/134 +[2025-02-27 15:10:46,495 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 124/134 +[2025-02-27 15:10:46,562 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 125/134 +[2025-02-27 15:10:46,606 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-02-27 15:10:46,664 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-02-27 15:10:46,711 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-02-27 15:10:46,759 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-02-27 15:10:46,806 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-02-27 15:10:46,860 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-02-27 15:10:46,917 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-02-27 15:10:46,964 INFO test.py line 201 3679208] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-02-27 15:10:47,534 INFO test.py line 289 3679208] Test: scene0653_01 [7/78]-331565 Batch 9.098 (5.108) Accuracy 0.9359 (0.7751) mIoU 0.5347 (0.7131) +[2025-02-27 15:10:47,571 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-02-27 15:10:47,596 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-02-27 15:10:47,623 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-02-27 15:10:47,648 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-02-27 15:10:47,676 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 4/113 +[2025-02-27 15:10:47,704 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 5/113 +[2025-02-27 15:10:47,735 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 6/113 +[2025-02-27 15:10:47,774 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:48,140 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 18/113 +[2025-02-27 15:10:48,167 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 19/113 +[2025-02-27 15:10:48,191 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 20/113 +[2025-02-27 15:10:48,221 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 21/113 +[2025-02-27 15:10:48,256 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 22/113 +[2025-02-27 15:10:48,292 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 23/113 +[2025-02-27 15:10:48,314 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 24/113 +[2025-02-27 15:10:48,338 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 25/113 +[2025-02-27 15:10:48,377 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 26/113 +[2025-02-27 15:10:48,400 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 27/113 +[2025-02-27 15:10:48,423 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 28/113 +[2025-02-27 15:10:48,447 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 29/113 +[2025-02-27 15:10:48,468 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 30/113 +[2025-02-27 15:10:48,488 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 31/113 +[2025-02-27 15:10:48,546 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 32/113 +[2025-02-27 15:10:48,589 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 33/113 +[2025-02-27 15:10:48,632 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 34/113 +[2025-02-27 15:10:48,664 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 35/113 +[2025-02-27 15:10:48,691 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 36/113 +[2025-02-27 15:10:48,711 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 37/113 +[2025-02-27 15:10:48,732 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:49,134 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 49/113 +[2025-02-27 15:10:49,193 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 50/113 +[2025-02-27 15:10:49,238 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 51/113 +[2025-02-27 15:10:49,273 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 52/113 +[2025-02-27 15:10:49,309 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 53/113 +[2025-02-27 15:10:49,345 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 54/113 +[2025-02-27 15:10:49,395 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 55/113 +[2025-02-27 15:10:49,441 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 56/113 +[2025-02-27 15:10:49,468 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 57/113 +[2025-02-27 15:10:49,514 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 58/113 +[2025-02-27 15:10:49,565 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 59/113 +[2025-02-27 15:10:49,595 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 60/113 +[2025-02-27 15:10:49,624 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 61/113 +[2025-02-27 15:10:49,652 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 62/113 +[2025-02-27 15:10:49,679 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 63/113 +[2025-02-27 15:10:49,705 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 64/113 +[2025-02-27 15:10:49,735 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 65/113 +[2025-02-27 15:10:49,778 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 66/113 +[2025-02-27 15:10:49,805 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 67/113 +[2025-02-27 15:10:49,855 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 68/113 +[2025-02-27 15:10:49,883 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:50,351 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 80/113 +[2025-02-27 15:10:50,433 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 81/113 +[2025-02-27 15:10:50,501 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 82/113 +[2025-02-27 15:10:50,602 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 83/113 +[2025-02-27 15:10:50,706 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 84/113 +[2025-02-27 15:10:50,766 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 85/113 +[2025-02-27 15:10:50,796 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 86/113 +[2025-02-27 15:10:50,821 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 87/113 +[2025-02-27 15:10:50,856 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 88/113 +[2025-02-27 15:10:50,877 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 89/113 +[2025-02-27 15:10:50,900 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 90/113 +[2025-02-27 15:10:50,927 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 91/113 +[2025-02-27 15:10:50,967 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 92/113 +[2025-02-27 15:10:51,026 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 93/113 +[2025-02-27 15:10:51,090 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 94/113 +[2025-02-27 15:10:51,158 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 95/113 +[2025-02-27 15:10:51,210 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 96/113 +[2025-02-27 15:10:51,244 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 97/113 +[2025-02-27 15:10:51,315 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 98/113 +[2025-02-27 15:10:51,357 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 99/113 +[2025-02-27 15:10:51,390 INFO test.py line 201 3679208] Test: 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110/113 +[2025-02-27 15:10:52,222 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-02-27 15:10:52,299 INFO test.py line 201 3679208] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-02-27 15:10:52,385 INFO test.py line 289 3679208] Test: scene0684_00 [8/78]-41364 Batch 4.850 (5.076) Accuracy 0.9655 (0.7755) mIoU 0.7540 (0.7157) +[2025-02-27 15:10:52,440 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-02-27 15:10:52,481 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-02-27 15:10:52,523 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-02-27 15:10:52,591 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-02-27 15:10:52,641 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 4/130 +[2025-02-27 15:10:52,691 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 5/130 +[2025-02-27 15:10:52,736 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:53,251 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 17/130 +[2025-02-27 15:10:53,290 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 18/130 +[2025-02-27 15:10:53,341 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 19/130 +[2025-02-27 15:10:53,458 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 20/130 +[2025-02-27 15:10:53,580 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 21/130 +[2025-02-27 15:10:53,709 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 22/130 +[2025-02-27 15:10:53,815 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 23/130 +[2025-02-27 15:10:53,934 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 24/130 +[2025-02-27 15:10:54,026 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 25/130 +[2025-02-27 15:10:54,119 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 26/130 +[2025-02-27 15:10:54,217 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 27/130 +[2025-02-27 15:10:54,297 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 28/130 +[2025-02-27 15:10:54,345 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 29/130 +[2025-02-27 15:10:54,402 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 30/130 +[2025-02-27 15:10:54,450 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 31/130 +[2025-02-27 15:10:54,542 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 32/130 +[2025-02-27 15:10:54,582 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 33/130 +[2025-02-27 15:10:54,632 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 34/130 +[2025-02-27 15:10:54,719 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 35/130 +[2025-02-27 15:10:54,768 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 36/130 +[2025-02-27 15:10:54,826 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:55,351 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 48/130 +[2025-02-27 15:10:55,391 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 49/130 +[2025-02-27 15:10:55,455 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 50/130 +[2025-02-27 15:10:55,503 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 51/130 +[2025-02-27 15:10:55,543 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 52/130 +[2025-02-27 15:10:55,577 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 53/130 +[2025-02-27 15:10:55,610 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 54/130 +[2025-02-27 15:10:55,646 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 55/130 +[2025-02-27 15:10:55,682 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 56/130 +[2025-02-27 15:10:55,714 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 57/130 +[2025-02-27 15:10:55,748 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 58/130 +[2025-02-27 15:10:55,783 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 59/130 +[2025-02-27 15:10:55,827 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 60/130 +[2025-02-27 15:10:55,863 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 61/130 +[2025-02-27 15:10:55,897 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 62/130 +[2025-02-27 15:10:55,932 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 63/130 +[2025-02-27 15:10:55,974 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-02-27 15:10:56,010 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 65/130 +[2025-02-27 15:10:56,059 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 66/130 +[2025-02-27 15:10:56,095 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 67/130 +[2025-02-27 15:10:56,173 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:10:56,734 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 79/130 +[2025-02-27 15:10:56,805 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 80/130 +[2025-02-27 15:10:56,844 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 81/130 +[2025-02-27 15:10:56,884 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 82/130 +[2025-02-27 15:10:56,974 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 83/130 +[2025-02-27 15:10:57,060 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 84/130 +[2025-02-27 15:10:57,133 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 85/130 +[2025-02-27 15:10:57,207 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 86/130 +[2025-02-27 15:10:57,278 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 87/130 +[2025-02-27 15:10:57,333 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 88/130 +[2025-02-27 15:10:57,386 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-02-27 15:10:57,453 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-02-27 15:10:57,564 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-02-27 15:10:57,628 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-02-27 15:10:57,701 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-02-27 15:10:57,747 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-02-27 15:10:57,802 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-02-27 15:10:57,859 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 96/130 +[2025-02-27 15:10:57,918 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 97/130 +[2025-02-27 15:10:57,985 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 98/130 +[2025-02-27 15:10:58,044 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 99/130 +[2025-02-27 15:10:58,151 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 100/130 +[2025-02-27 15:10:58,204 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 101/130 +[2025-02-27 15:10:58,247 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 102/130 +[2025-02-27 15:10:58,287 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 103/130 +[2025-02-27 15:10:58,335 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 104/130 +[2025-02-27 15:10:58,404 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 105/130 +[2025-02-27 15:10:58,699 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 106/130 +[2025-02-27 15:10:58,948 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 107/130 +[2025-02-27 15:10:59,273 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 108/130 +[2025-02-27 15:10:59,672 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 109/130 +[2025-02-27 15:10:59,774 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 110/130 +[2025-02-27 15:10:59,848 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 111/130 +[2025-02-27 15:10:59,900 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 112/130 +[2025-02-27 15:10:59,987 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 113/130 +[2025-02-27 15:11:00,076 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 114/130 +[2025-02-27 15:11:00,182 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 115/130 +[2025-02-27 15:11:00,271 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 116/130 +[2025-02-27 15:11:00,364 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 117/130 +[2025-02-27 15:11:00,418 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 118/130 +[2025-02-27 15:11:00,475 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 119/130 +[2025-02-27 15:11:00,521 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 120/130 +[2025-02-27 15:11:00,592 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 121/130 +[2025-02-27 15:11:00,639 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 122/130 +[2025-02-27 15:11:00,692 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 123/130 +[2025-02-27 15:11:00,753 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 124/130 +[2025-02-27 15:11:00,816 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 125/130 +[2025-02-27 15:11:00,867 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 126/130 +[2025-02-27 15:11:00,930 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 127/130 +[2025-02-27 15:11:00,979 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 128/130 +[2025-02-27 15:11:01,027 INFO test.py line 201 3679208] Test: 9/78-scene0257_00, Batch: 129/130 +[2025-02-27 15:11:01,358 INFO test.py line 289 3679208] Test: scene0257_00 [9/78]-180928 Batch 8.972 (5.509) Accuracy 0.8372 (0.7393) mIoU 0.2763 (0.6661) +[2025-02-27 15:11:01,451 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-02-27 15:11:01,494 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-02-27 15:11:01,531 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-02-27 15:11:01,567 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-02-27 15:11:01,602 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-02-27 15:11:01,633 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-02-27 15:11:01,691 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-02-27 15:11:01,727 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 7/130 +[2025-02-27 15:11:01,759 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 8/130 +[2025-02-27 15:11:01,794 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 9/130 +[2025-02-27 15:11:01,826 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 10/130 +[2025-02-27 15:11:01,864 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 11/130 +[2025-02-27 15:11:01,912 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 12/130 +[2025-02-27 15:11:01,946 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 13/130 +[2025-02-27 15:11:01,980 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 14/130 +[2025-02-27 15:11:02,014 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 15/130 +[2025-02-27 15:11:02,046 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 16/130 +[2025-02-27 15:11:02,080 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 17/130 +[2025-02-27 15:11:02,115 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 18/130 +[2025-02-27 15:11:02,151 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 19/130 +[2025-02-27 15:11:02,188 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 20/130 +[2025-02-27 15:11:02,223 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 21/130 +[2025-02-27 15:11:02,257 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 22/130 +[2025-02-27 15:11:02,289 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 23/130 +[2025-02-27 15:11:02,322 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 24/130 +[2025-02-27 15:11:02,352 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 25/130 +[2025-02-27 15:11:02,383 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 26/130 +[2025-02-27 15:11:02,419 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 27/130 +[2025-02-27 15:11:02,461 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 28/130 +[2025-02-27 15:11:02,500 INFO test.py line 201 3679208] Test: 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line 201 3679208] Test: 10/78-scene0164_01, Batch: 101/130 +[2025-02-27 15:11:06,580 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 102/130 +[2025-02-27 15:11:06,630 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 103/130 +[2025-02-27 15:11:06,663 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 104/130 +[2025-02-27 15:11:06,720 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 105/130 +[2025-02-27 15:11:06,753 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 106/130 +[2025-02-27 15:11:06,787 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 107/130 +[2025-02-27 15:11:06,829 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 108/130 +[2025-02-27 15:11:06,858 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 109/130 +[2025-02-27 15:11:06,887 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 110/130 +[2025-02-27 15:11:06,919 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 111/130 +[2025-02-27 15:11:06,949 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 112/130 +[2025-02-27 15:11:06,981 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 113/130 +[2025-02-27 15:11:07,034 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 114/130 +[2025-02-27 15:11:07,133 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 115/130 +[2025-02-27 15:11:07,201 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 116/130 +[2025-02-27 15:11:07,257 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 117/130 +[2025-02-27 15:11:07,300 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 118/130 +[2025-02-27 15:11:07,336 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-02-27 15:11:07,404 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-02-27 15:11:07,435 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-02-27 15:11:07,473 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-02-27 15:11:07,505 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-02-27 15:11:07,574 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-02-27 15:11:07,645 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-02-27 15:11:07,710 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-02-27 15:11:07,771 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-02-27 15:11:07,801 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-02-27 15:11:07,832 INFO test.py line 201 3679208] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-02-27 15:11:07,948 INFO test.py line 289 3679208] Test: scene0164_01 [10/78]-88073 Batch 6.590 (5.617) Accuracy 0.8944 (0.7931) mIoU 0.6441 (0.7298) +[2025-02-27 15:11:08,036 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-02-27 15:11:08,117 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-02-27 15:11:08,161 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-02-27 15:11:08,212 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-02-27 15:11:08,263 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-02-27 15:11:08,311 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-02-27 15:11:08,398 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-02-27 15:11:08,446 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 7/130 +[2025-02-27 15:11:08,512 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 8/130 +[2025-02-27 15:11:08,600 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 9/130 +[2025-02-27 15:11:08,644 INFO test.py line 201 3679208] Test: 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15:11:13,369 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 113/130 +[2025-02-27 15:11:13,421 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 114/130 +[2025-02-27 15:11:13,476 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 115/130 +[2025-02-27 15:11:13,531 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 116/130 +[2025-02-27 15:11:13,581 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 117/130 +[2025-02-27 15:11:13,636 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 118/130 +[2025-02-27 15:11:13,710 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 119/130 +[2025-02-27 15:11:13,779 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 120/130 +[2025-02-27 15:11:13,858 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 121/130 +[2025-02-27 15:11:13,917 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 122/130 +[2025-02-27 15:11:13,983 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 123/130 +[2025-02-27 15:11:14,043 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 124/130 +[2025-02-27 15:11:14,101 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 125/130 +[2025-02-27 15:11:14,157 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 126/130 +[2025-02-27 15:11:14,204 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 127/130 +[2025-02-27 15:11:14,249 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 128/130 +[2025-02-27 15:11:14,295 INFO test.py line 201 3679208] Test: 11/78-scene0030_00, Batch: 129/130 +[2025-02-27 15:11:14,681 INFO test.py line 289 3679208] Test: scene0030_00 [11/78]-293811 Batch 6.732 (5.718) Accuracy 0.9350 (0.8471) mIoU 0.5555 (0.7851) +[2025-02-27 15:11:14,735 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 0/143 +[2025-02-27 15:11:14,777 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 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+[2025-02-27 15:11:18,714 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 125/143 +[2025-02-27 15:11:18,743 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 126/143 +[2025-02-27 15:11:18,773 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 127/143 +[2025-02-27 15:11:18,801 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 128/143 +[2025-02-27 15:11:18,829 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 129/143 +[2025-02-27 15:11:18,857 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 130/143 +[2025-02-27 15:11:18,886 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 131/143 +[2025-02-27 15:11:18,913 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 132/143 +[2025-02-27 15:11:18,941 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 133/143 +[2025-02-27 15:11:18,970 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 134/143 +[2025-02-27 15:11:18,997 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 135/143 +[2025-02-27 15:11:19,026 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 136/143 +[2025-02-27 15:11:19,054 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 137/143 +[2025-02-27 15:11:19,081 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 138/143 +[2025-02-27 15:11:19,109 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 139/143 +[2025-02-27 15:11:19,136 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 140/143 +[2025-02-27 15:11:19,164 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 141/143 +[2025-02-27 15:11:19,192 INFO test.py line 201 3679208] Test: 12/78-scene0088_01, Batch: 142/143 +[2025-02-27 15:11:19,361 INFO test.py line 289 3679208] Test: scene0088_01 [12/78]-145650 Batch 4.680 (5.632) Accuracy 0.8270 (0.8470) mIoU 0.4323 (0.7806) +[2025-02-27 15:11:19,392 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:11:19,681 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 11/134 +[2025-02-27 15:11:19,706 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 12/134 +[2025-02-27 15:11:19,732 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 13/134 +[2025-02-27 15:11:19,757 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 14/134 +[2025-02-27 15:11:19,783 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 15/134 +[2025-02-27 15:11:19,809 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 16/134 +[2025-02-27 15:11:19,834 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 17/134 +[2025-02-27 15:11:19,869 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 18/134 +[2025-02-27 15:11:19,910 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 19/134 +[2025-02-27 15:11:19,950 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 20/134 +[2025-02-27 15:11:19,983 INFO 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line 201 3679208] Test: 13/78-scene0690_01, Batch: 103/134 +[2025-02-27 15:11:22,132 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 104/134 +[2025-02-27 15:11:22,158 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 105/134 +[2025-02-27 15:11:22,185 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 106/134 +[2025-02-27 15:11:22,211 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 107/134 +[2025-02-27 15:11:22,238 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 108/134 +[2025-02-27 15:11:22,262 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 109/134 +[2025-02-27 15:11:22,316 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 110/134 +[2025-02-27 15:11:22,344 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 111/134 +[2025-02-27 15:11:22,374 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 112/134 +[2025-02-27 15:11:22,401 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 113/134 +[2025-02-27 15:11:22,438 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 114/134 +[2025-02-27 15:11:22,484 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 115/134 +[2025-02-27 15:11:22,510 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 116/134 +[2025-02-27 15:11:22,540 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 117/134 +[2025-02-27 15:11:22,567 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 118/134 +[2025-02-27 15:11:22,595 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 119/134 +[2025-02-27 15:11:22,623 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 120/134 +[2025-02-27 15:11:22,658 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 121/134 +[2025-02-27 15:11:22,691 INFO test.py line 201 3679208] Test: 13/78-scene0690_01, Batch: 122/134 +[2025-02-27 15:11:22,720 INFO test.py line 201 3679208] Test: 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Batch: 133/134 +[2025-02-27 15:11:23,259 INFO test.py line 289 3679208] Test: scene0690_01 [13/78]-109935 Batch 3.898 (5.498) Accuracy 0.7737 (0.8384) mIoU 0.4417 (0.7662) +[2025-02-27 15:11:23,301 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-02-27 15:11:23,355 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-02-27 15:11:23,391 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-02-27 15:11:23,431 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-02-27 15:11:23,467 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-02-27 15:11:23,510 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 5/126 +[2025-02-27 15:11:23,564 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 6/126 +[2025-02-27 15:11:23,609 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 7/126 +[2025-02-27 15:11:23,665 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 8/126 +[2025-02-27 15:11:23,727 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 9/126 +[2025-02-27 15:11:23,778 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 10/126 +[2025-02-27 15:11:23,827 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 11/126 +[2025-02-27 15:11:23,876 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 12/126 +[2025-02-27 15:11:23,953 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 13/126 +[2025-02-27 15:11:24,001 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 14/126 +[2025-02-27 15:11:24,049 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 15/126 +[2025-02-27 15:11:24,094 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 16/126 +[2025-02-27 15:11:24,140 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 17/126 +[2025-02-27 15:11:24,184 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 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15:11:24,592 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 29/126 +[2025-02-27 15:11:24,627 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 30/126 +[2025-02-27 15:11:24,661 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 31/126 +[2025-02-27 15:11:24,700 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 32/126 +[2025-02-27 15:11:24,741 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 33/126 +[2025-02-27 15:11:24,778 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 34/126 +[2025-02-27 15:11:24,827 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 35/126 +[2025-02-27 15:11:24,872 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 36/126 +[2025-02-27 15:11:24,911 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 37/126 +[2025-02-27 15:11:24,960 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 38/126 +[2025-02-27 15:11:25,004 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 39/126 +[2025-02-27 15:11:25,054 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 40/126 +[2025-02-27 15:11:25,108 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 41/126 +[2025-02-27 15:11:25,148 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 42/126 +[2025-02-27 15:11:25,182 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 43/126 +[2025-02-27 15:11:25,219 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 44/126 +[2025-02-27 15:11:25,253 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 45/126 +[2025-02-27 15:11:25,284 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 46/126 +[2025-02-27 15:11:25,320 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 47/126 +[2025-02-27 15:11:25,351 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 48/126 +[2025-02-27 15:11:25,390 INFO test.py line 201 3679208] Test: 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15:11:26,150 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 70/126 +[2025-02-27 15:11:26,185 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 71/126 +[2025-02-27 15:11:26,220 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 72/126 +[2025-02-27 15:11:26,256 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 73/126 +[2025-02-27 15:11:26,292 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 74/126 +[2025-02-27 15:11:26,328 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 75/126 +[2025-02-27 15:11:26,369 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 76/126 +[2025-02-27 15:11:26,412 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 77/126 +[2025-02-27 15:11:26,453 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 78/126 +[2025-02-27 15:11:26,497 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 79/126 +[2025-02-27 15:11:26,540 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 80/126 +[2025-02-27 15:11:26,585 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 81/126 +[2025-02-27 15:11:26,629 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 82/126 +[2025-02-27 15:11:26,674 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 83/126 +[2025-02-27 15:11:26,717 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 84/126 +[2025-02-27 15:11:26,759 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 85/126 +[2025-02-27 15:11:26,802 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 86/126 +[2025-02-27 15:11:26,846 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 87/126 +[2025-02-27 15:11:26,889 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 88/126 +[2025-02-27 15:11:26,931 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 89/126 +[2025-02-27 15:11:26,977 INFO test.py line 201 3679208] Test: 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15:11:27,792 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 111/126 +[2025-02-27 15:11:27,829 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 112/126 +[2025-02-27 15:11:27,862 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 113/126 +[2025-02-27 15:11:27,894 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 114/126 +[2025-02-27 15:11:27,929 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 115/126 +[2025-02-27 15:11:27,962 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 116/126 +[2025-02-27 15:11:27,998 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 117/126 +[2025-02-27 15:11:28,031 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 118/126 +[2025-02-27 15:11:28,065 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 119/126 +[2025-02-27 15:11:28,097 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 120/126 +[2025-02-27 15:11:28,129 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 121/126 +[2025-02-27 15:11:28,164 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 122/126 +[2025-02-27 15:11:28,198 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-02-27 15:11:28,231 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-02-27 15:11:28,261 INFO test.py line 201 3679208] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-02-27 15:11:28,405 INFO test.py line 289 3679208] Test: scene0598_00 [14/78]-145562 Batch 5.146 (5.473) Accuracy 0.7278 (0.8311) mIoU 0.3857 (0.7589) +[2025-02-27 15:11:28,445 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-02-27 15:11:28,473 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 1/138 +[2025-02-27 15:11:28,502 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 2/138 +[2025-02-27 15:11:28,528 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 3/138 +[2025-02-27 15:11:28,554 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 4/138 +[2025-02-27 15:11:28,581 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 5/138 +[2025-02-27 15:11:28,607 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 6/138 +[2025-02-27 15:11:28,633 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 7/138 +[2025-02-27 15:11:28,660 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 8/138 +[2025-02-27 15:11:28,688 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 9/138 +[2025-02-27 15:11:28,714 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 10/138 +[2025-02-27 15:11:28,740 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 11/138 +[2025-02-27 15:11:28,767 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 12/138 +[2025-02-27 15:11:28,792 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 13/138 +[2025-02-27 15:11:28,818 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 14/138 +[2025-02-27 15:11:28,843 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 15/138 +[2025-02-27 15:11:28,867 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 16/138 +[2025-02-27 15:11:28,893 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 17/138 +[2025-02-27 15:11:28,918 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 18/138 +[2025-02-27 15:11:28,944 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 19/138 +[2025-02-27 15:11:28,968 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 20/138 +[2025-02-27 15:11:28,993 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 21/138 +[2025-02-27 15:11:29,017 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 22/138 +[2025-02-27 15:11:29,046 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 23/138 +[2025-02-27 15:11:29,071 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 24/138 +[2025-02-27 15:11:29,099 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 25/138 +[2025-02-27 15:11:29,144 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 26/138 +[2025-02-27 15:11:29,173 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 27/138 +[2025-02-27 15:11:29,206 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 28/138 +[2025-02-27 15:11:29,236 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 29/138 +[2025-02-27 15:11:29,266 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 30/138 +[2025-02-27 15:11:29,295 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 31/138 +[2025-02-27 15:11:29,325 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 32/138 +[2025-02-27 15:11:29,355 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 33/138 +[2025-02-27 15:11:29,386 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, 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+[2025-02-27 15:11:33,144 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 127/138 +[2025-02-27 15:11:33,186 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 128/138 +[2025-02-27 15:11:33,218 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 129/138 +[2025-02-27 15:11:33,258 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 130/138 +[2025-02-27 15:11:33,290 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 131/138 +[2025-02-27 15:11:33,372 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 132/138 +[2025-02-27 15:11:33,418 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 133/138 +[2025-02-27 15:11:33,457 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 134/138 +[2025-02-27 15:11:33,493 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 135/138 +[2025-02-27 15:11:33,547 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 136/138 +[2025-02-27 15:11:33,586 INFO test.py line 201 3679208] Test: 15/78-scene0695_00, Batch: 137/138 +[2025-02-27 15:11:33,914 INFO test.py line 289 3679208] Test: scene0695_00 [15/78]-133418 Batch 5.508 (5.475) Accuracy 0.8832 (0.8241) mIoU 0.6895 (0.7546) +[2025-02-27 15:11:33,964 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 0/122 +[2025-02-27 15:11:34,014 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-02-27 15:11:34,077 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-02-27 15:11:34,131 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-02-27 15:11:34,158 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 4/122 +[2025-02-27 15:11:34,185 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 5/122 +[2025-02-27 15:11:34,217 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 6/122 +[2025-02-27 15:11:34,246 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, 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15:11:36,314 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 59/122 +[2025-02-27 15:11:36,355 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 60/122 +[2025-02-27 15:11:36,400 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 61/122 +[2025-02-27 15:11:36,442 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 62/122 +[2025-02-27 15:11:36,483 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 63/122 +[2025-02-27 15:11:36,520 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 64/122 +[2025-02-27 15:11:36,578 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 65/122 +[2025-02-27 15:11:36,616 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 66/122 +[2025-02-27 15:11:36,666 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 67/122 +[2025-02-27 15:11:36,701 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 68/122 +[2025-02-27 15:11:36,757 INFO test.py line 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15:11:38,009 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 100/122 +[2025-02-27 15:11:38,048 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 101/122 +[2025-02-27 15:11:38,085 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 102/122 +[2025-02-27 15:11:38,130 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 103/122 +[2025-02-27 15:11:38,168 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 104/122 +[2025-02-27 15:11:38,212 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 105/122 +[2025-02-27 15:11:38,260 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 106/122 +[2025-02-27 15:11:38,300 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 107/122 +[2025-02-27 15:11:38,337 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 108/122 +[2025-02-27 15:11:38,376 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 109/122 +[2025-02-27 15:11:38,424 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 110/122 +[2025-02-27 15:11:38,458 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 111/122 +[2025-02-27 15:11:38,485 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 112/122 +[2025-02-27 15:11:38,514 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 113/122 +[2025-02-27 15:11:38,558 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-02-27 15:11:38,585 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-02-27 15:11:38,610 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-02-27 15:11:38,637 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-02-27 15:11:38,662 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-02-27 15:11:38,691 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-02-27 15:11:38,719 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-02-27 15:11:38,744 INFO test.py line 201 3679208] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-02-27 15:11:38,848 INFO test.py line 289 3679208] Test: scene0342_00 [16/78]-89958 Batch 4.934 (5.442) Accuracy 0.9911 (0.8248) mIoU 0.6491 (0.7556) +[2025-02-27 15:11:38,897 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-02-27 15:11:38,935 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-02-27 15:11:38,976 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-02-27 15:11:39,016 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-02-27 15:11:39,052 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 4/152 +[2025-02-27 15:11:39,088 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 5/152 +[2025-02-27 15:11:39,123 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 6/152 +[2025-02-27 15:11:39,161 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 7/152 +[2025-02-27 15:11:39,198 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 8/152 +[2025-02-27 15:11:39,233 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 9/152 +[2025-02-27 15:11:39,270 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 10/152 +[2025-02-27 15:11:39,311 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 11/152 +[2025-02-27 15:11:39,359 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 12/152 +[2025-02-27 15:11:39,394 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 13/152 +[2025-02-27 15:11:39,457 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 14/152 +[2025-02-27 15:11:39,543 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 15/152 +[2025-02-27 15:11:39,589 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 16/152 +[2025-02-27 15:11:39,640 INFO test.py line 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+[2025-02-27 15:11:44,975 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 130/152 +[2025-02-27 15:11:45,025 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 131/152 +[2025-02-27 15:11:45,076 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 132/152 +[2025-02-27 15:11:45,120 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 133/152 +[2025-02-27 15:11:45,163 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 134/152 +[2025-02-27 15:11:45,207 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 135/152 +[2025-02-27 15:11:45,248 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 136/152 +[2025-02-27 15:11:45,292 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 137/152 +[2025-02-27 15:11:45,333 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 138/152 +[2025-02-27 15:11:45,374 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 139/152 +[2025-02-27 15:11:45,413 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 140/152 +[2025-02-27 15:11:45,452 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 141/152 +[2025-02-27 15:11:45,492 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 142/152 +[2025-02-27 15:11:45,524 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 143/152 +[2025-02-27 15:11:45,558 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 144/152 +[2025-02-27 15:11:45,592 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 145/152 +[2025-02-27 15:11:45,625 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 146/152 +[2025-02-27 15:11:45,659 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 147/152 +[2025-02-27 15:11:45,693 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 148/152 +[2025-02-27 15:11:45,728 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 149/152 +[2025-02-27 15:11:45,769 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 150/152 +[2025-02-27 15:11:45,810 INFO test.py line 201 3679208] Test: 17/78-scene0618_00, Batch: 151/152 +[2025-02-27 15:11:46,004 INFO test.py line 289 3679208] Test: scene0618_00 [17/78]-232740 Batch 7.155 (5.542) Accuracy 0.9340 (0.8281) mIoU 0.5877 (0.7622) +[2025-02-27 15:11:46,051 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 0/139 +[2025-02-27 15:11:46,091 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 1/139 +[2025-02-27 15:11:46,142 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 2/139 +[2025-02-27 15:11:46,191 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 3/139 +[2025-02-27 15:11:46,254 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 4/139 +[2025-02-27 15:11:46,346 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 5/139 +[2025-02-27 15:11:46,393 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 6/139 +[2025-02-27 15:11:46,458 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 7/139 +[2025-02-27 15:11:46,521 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 8/139 +[2025-02-27 15:11:46,559 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 9/139 +[2025-02-27 15:11:46,644 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 10/139 +[2025-02-27 15:11:46,706 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 11/139 +[2025-02-27 15:11:46,752 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 12/139 +[2025-02-27 15:11:46,796 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 13/139 +[2025-02-27 15:11:46,853 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 14/139 +[2025-02-27 15:11:46,895 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 15/139 +[2025-02-27 15:11:46,938 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 16/139 +[2025-02-27 15:11:46,988 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 17/139 +[2025-02-27 15:11:47,025 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 18/139 +[2025-02-27 15:11:47,087 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 19/139 +[2025-02-27 15:11:47,121 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 20/139 +[2025-02-27 15:11:47,166 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 21/139 +[2025-02-27 15:11:47,199 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 22/139 +[2025-02-27 15:11:47,256 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 23/139 +[2025-02-27 15:11:47,320 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 24/139 +[2025-02-27 15:11:47,360 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 25/139 +[2025-02-27 15:11:47,398 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 26/139 +[2025-02-27 15:11:47,450 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 27/139 +[2025-02-27 15:11:47,481 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 28/139 +[2025-02-27 15:11:47,515 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 29/139 +[2025-02-27 15:11:47,547 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 30/139 +[2025-02-27 15:11:47,581 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 31/139 +[2025-02-27 15:11:47,615 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 32/139 +[2025-02-27 15:11:47,646 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 33/139 +[2025-02-27 15:11:47,684 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 34/139 +[2025-02-27 15:11:47,715 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 35/139 +[2025-02-27 15:11:47,752 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 36/139 +[2025-02-27 15:11:47,796 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, 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15:11:48,151 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 48/139 +[2025-02-27 15:11:48,186 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 49/139 +[2025-02-27 15:11:48,226 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 50/139 +[2025-02-27 15:11:48,256 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 51/139 +[2025-02-27 15:11:48,300 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 52/139 +[2025-02-27 15:11:48,337 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 53/139 +[2025-02-27 15:11:48,375 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 54/139 +[2025-02-27 15:11:48,418 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 55/139 +[2025-02-27 15:11:48,458 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 56/139 +[2025-02-27 15:11:48,500 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 57/139 +[2025-02-27 15:11:48,561 INFO test.py line 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15:11:49,652 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 89/139 +[2025-02-27 15:11:49,712 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 90/139 +[2025-02-27 15:11:49,757 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 91/139 +[2025-02-27 15:11:49,787 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 92/139 +[2025-02-27 15:11:49,818 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 93/139 +[2025-02-27 15:11:49,860 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 94/139 +[2025-02-27 15:11:49,890 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 95/139 +[2025-02-27 15:11:49,920 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 96/139 +[2025-02-27 15:11:49,977 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 97/139 +[2025-02-27 15:11:50,060 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 98/139 +[2025-02-27 15:11:50,136 INFO test.py line 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Batch: 119/139 +[2025-02-27 15:11:51,210 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 120/139 +[2025-02-27 15:11:51,256 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 121/139 +[2025-02-27 15:11:51,332 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 122/139 +[2025-02-27 15:11:51,370 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 123/139 +[2025-02-27 15:11:51,419 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 124/139 +[2025-02-27 15:11:51,470 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 125/139 +[2025-02-27 15:11:51,509 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 126/139 +[2025-02-27 15:11:51,575 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 127/139 +[2025-02-27 15:11:51,611 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 128/139 +[2025-02-27 15:11:51,642 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 129/139 +[2025-02-27 15:11:51,669 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 130/139 +[2025-02-27 15:11:51,720 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 131/139 +[2025-02-27 15:11:51,763 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 132/139 +[2025-02-27 15:11:51,817 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 133/139 +[2025-02-27 15:11:51,850 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-02-27 15:11:51,914 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-02-27 15:11:51,960 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-02-27 15:11:52,006 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-02-27 15:11:52,046 INFO test.py line 201 3679208] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-02-27 15:11:52,223 INFO test.py line 289 3679208] Test: scene0695_02 [18/78]-157025 Batch 6.218 (5.580) Accuracy 0.9128 (0.8321) mIoU 0.5974 (0.7675) +[2025-02-27 15:11:52,298 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-02-27 15:11:52,384 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-02-27 15:11:52,455 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-02-27 15:11:52,529 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-02-27 15:11:52,598 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-02-27 15:11:52,641 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-02-27 15:11:52,699 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 6/156 +[2025-02-27 15:11:52,750 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 7/156 +[2025-02-27 15:11:52,794 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 8/156 +[2025-02-27 15:11:52,853 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 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15:11:53,461 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 20/156 +[2025-02-27 15:11:53,513 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 21/156 +[2025-02-27 15:11:53,555 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 22/156 +[2025-02-27 15:11:53,602 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 23/156 +[2025-02-27 15:11:53,649 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 24/156 +[2025-02-27 15:11:53,719 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 25/156 +[2025-02-27 15:11:53,788 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 26/156 +[2025-02-27 15:11:53,832 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 27/156 +[2025-02-27 15:11:53,874 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 28/156 +[2025-02-27 15:11:53,917 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 29/156 +[2025-02-27 15:11:53,974 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 30/156 +[2025-02-27 15:11:54,016 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 31/156 +[2025-02-27 15:11:54,057 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 32/156 +[2025-02-27 15:11:54,099 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 33/156 +[2025-02-27 15:11:54,143 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 34/156 +[2025-02-27 15:11:54,187 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 35/156 +[2025-02-27 15:11:54,229 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 36/156 +[2025-02-27 15:11:54,273 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 37/156 +[2025-02-27 15:11:54,315 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 38/156 +[2025-02-27 15:11:54,359 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 39/156 +[2025-02-27 15:11:54,404 INFO test.py line 201 3679208] Test: 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15:11:55,421 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 61/156 +[2025-02-27 15:11:55,474 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 62/156 +[2025-02-27 15:11:55,515 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 63/156 +[2025-02-27 15:11:55,555 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 64/156 +[2025-02-27 15:11:55,606 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 65/156 +[2025-02-27 15:11:55,678 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 66/156 +[2025-02-27 15:11:55,741 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 67/156 +[2025-02-27 15:11:55,778 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 68/156 +[2025-02-27 15:11:55,815 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 69/156 +[2025-02-27 15:11:55,856 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 70/156 +[2025-02-27 15:11:55,893 INFO test.py line 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15:11:57,671 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 102/156 +[2025-02-27 15:11:57,731 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 103/156 +[2025-02-27 15:11:57,772 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 104/156 +[2025-02-27 15:11:57,812 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 105/156 +[2025-02-27 15:11:57,869 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 106/156 +[2025-02-27 15:11:57,912 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 107/156 +[2025-02-27 15:11:57,976 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 108/156 +[2025-02-27 15:11:58,018 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 109/156 +[2025-02-27 15:11:58,058 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 110/156 +[2025-02-27 15:11:58,118 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 111/156 +[2025-02-27 15:11:58,188 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 112/156 +[2025-02-27 15:11:58,229 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 113/156 +[2025-02-27 15:11:58,270 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 114/156 +[2025-02-27 15:11:58,316 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 115/156 +[2025-02-27 15:11:58,359 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 116/156 +[2025-02-27 15:11:58,400 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 117/156 +[2025-02-27 15:11:58,442 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 118/156 +[2025-02-27 15:11:58,482 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 119/156 +[2025-02-27 15:11:58,523 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 120/156 +[2025-02-27 15:11:58,562 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 121/156 +[2025-02-27 15:11:58,638 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 122/156 +[2025-02-27 15:11:58,685 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 123/156 +[2025-02-27 15:11:58,756 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 124/156 +[2025-02-27 15:11:58,827 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 125/156 +[2025-02-27 15:11:58,889 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 126/156 +[2025-02-27 15:11:58,942 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 127/156 +[2025-02-27 15:11:59,006 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 128/156 +[2025-02-27 15:11:59,057 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 129/156 +[2025-02-27 15:11:59,129 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 130/156 +[2025-02-27 15:11:59,181 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 131/156 +[2025-02-27 15:11:59,252 INFO test.py line 201 3679208] Test: 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Batch: 142/156 +[2025-02-27 15:11:59,888 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 143/156 +[2025-02-27 15:11:59,938 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 144/156 +[2025-02-27 15:12:00,001 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 145/156 +[2025-02-27 15:12:00,060 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 146/156 +[2025-02-27 15:12:00,112 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 147/156 +[2025-02-27 15:12:00,185 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 148/156 +[2025-02-27 15:12:00,234 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 149/156 +[2025-02-27 15:12:00,278 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 150/156 +[2025-02-27 15:12:00,331 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 151/156 +[2025-02-27 15:12:00,379 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 152/156 +[2025-02-27 15:12:00,416 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 153/156 +[2025-02-27 15:12:00,500 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 154/156 +[2025-02-27 15:12:00,573 INFO test.py line 201 3679208] Test: 19/78-scene0629_00, Batch: 155/156 +[2025-02-27 15:12:00,925 INFO test.py line 289 3679208] Test: scene0629_00 [19/78]-255083 Batch 8.701 (5.744) Accuracy 0.8378 (0.8312) mIoU 0.3673 (0.7557) +[2025-02-27 15:12:00,966 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 0/125 +[2025-02-27 15:12:00,998 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 1/125 +[2025-02-27 15:12:01,060 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 2/125 +[2025-02-27 15:12:01,095 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 3/125 +[2025-02-27 15:12:01,124 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 4/125 +[2025-02-27 15:12:01,175 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:12:01,580 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 16/125 +[2025-02-27 15:12:01,604 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 17/125 +[2025-02-27 15:12:01,645 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 18/125 +[2025-02-27 15:12:01,674 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 19/125 +[2025-02-27 15:12:01,708 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 20/125 +[2025-02-27 15:12:01,746 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 21/125 +[2025-02-27 15:12:01,771 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 22/125 +[2025-02-27 15:12:01,826 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 23/125 +[2025-02-27 15:12:01,851 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 24/125 +[2025-02-27 15:12:01,883 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 25/125 +[2025-02-27 15:12:01,956 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 26/125 +[2025-02-27 15:12:01,987 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 27/125 +[2025-02-27 15:12:02,016 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 28/125 +[2025-02-27 15:12:02,044 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 29/125 +[2025-02-27 15:12:02,082 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 30/125 +[2025-02-27 15:12:02,118 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 31/125 +[2025-02-27 15:12:02,156 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 32/125 +[2025-02-27 15:12:02,189 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 33/125 +[2025-02-27 15:12:02,222 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 34/125 +[2025-02-27 15:12:02,253 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 35/125 +[2025-02-27 15:12:02,293 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 36/125 +[2025-02-27 15:12:02,320 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 37/125 +[2025-02-27 15:12:02,347 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 38/125 +[2025-02-27 15:12:02,381 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 39/125 +[2025-02-27 15:12:02,416 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 40/125 +[2025-02-27 15:12:02,439 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 41/125 +[2025-02-27 15:12:02,465 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 42/125 +[2025-02-27 15:12:02,498 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 43/125 +[2025-02-27 15:12:02,526 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 44/125 +[2025-02-27 15:12:02,565 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 45/125 +[2025-02-27 15:12:02,589 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, 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15:12:03,002 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 57/125 +[2025-02-27 15:12:03,029 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 58/125 +[2025-02-27 15:12:03,051 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 59/125 +[2025-02-27 15:12:03,075 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 60/125 +[2025-02-27 15:12:03,118 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 61/125 +[2025-02-27 15:12:03,145 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 62/125 +[2025-02-27 15:12:03,172 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 63/125 +[2025-02-27 15:12:03,196 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 64/125 +[2025-02-27 15:12:03,223 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 65/125 +[2025-02-27 15:12:03,248 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 66/125 +[2025-02-27 15:12:03,276 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 67/125 +[2025-02-27 15:12:03,312 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 68/125 +[2025-02-27 15:12:03,361 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 69/125 +[2025-02-27 15:12:03,431 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 70/125 +[2025-02-27 15:12:03,457 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 71/125 +[2025-02-27 15:12:03,517 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 72/125 +[2025-02-27 15:12:03,540 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 73/125 +[2025-02-27 15:12:03,564 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 74/125 +[2025-02-27 15:12:03,590 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 75/125 +[2025-02-27 15:12:03,617 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 76/125 +[2025-02-27 15:12:03,641 INFO test.py line 201 3679208] Test: 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15:12:04,570 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 98/125 +[2025-02-27 15:12:04,617 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 99/125 +[2025-02-27 15:12:04,661 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 100/125 +[2025-02-27 15:12:04,707 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 101/125 +[2025-02-27 15:12:04,760 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 102/125 +[2025-02-27 15:12:04,802 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 103/125 +[2025-02-27 15:12:04,844 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 104/125 +[2025-02-27 15:12:04,889 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 105/125 +[2025-02-27 15:12:04,934 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 106/125 +[2025-02-27 15:12:04,976 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-02-27 15:12:05,046 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-02-27 15:12:05,082 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-02-27 15:12:05,135 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-02-27 15:12:05,166 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-02-27 15:12:05,192 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-02-27 15:12:05,224 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-02-27 15:12:05,250 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-02-27 15:12:05,298 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-02-27 15:12:05,324 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-02-27 15:12:05,351 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-02-27 15:12:05,378 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-02-27 15:12:05,402 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-02-27 15:12:05,432 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-02-27 15:12:05,468 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-02-27 15:12:05,505 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-02-27 15:12:05,539 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-02-27 15:12:05,599 INFO test.py line 201 3679208] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-02-27 15:12:05,736 INFO test.py line 289 3679208] Test: scene0609_01 [20/78]-115550 Batch 4.810 (5.697) Accuracy 0.8323 (0.8230) mIoU 0.3522 (0.7395) +[2025-02-27 15:12:05,794 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-02-27 15:12:05,844 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-02-27 15:12:05,884 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-02-27 15:12:05,920 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-02-27 15:12:05,976 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-02-27 15:12:06,065 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-02-27 15:12:06,111 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-02-27 15:12:06,184 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-02-27 15:12:06,267 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-02-27 15:12:06,325 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-02-27 15:12:06,364 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-02-27 15:12:06,409 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 11/130 +[2025-02-27 15:12:06,470 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 12/130 +[2025-02-27 15:12:06,512 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 13/130 +[2025-02-27 15:12:06,573 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 14/130 +[2025-02-27 15:12:06,607 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 15/130 +[2025-02-27 15:12:06,644 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 16/130 +[2025-02-27 15:12:06,678 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 17/130 +[2025-02-27 15:12:06,714 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 18/130 +[2025-02-27 15:12:06,745 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 19/130 +[2025-02-27 15:12:06,821 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 20/130 +[2025-02-27 15:12:06,869 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 21/130 +[2025-02-27 15:12:06,908 INFO test.py line 201 3679208] Test: 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15:12:07,970 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 43/130 +[2025-02-27 15:12:08,006 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 44/130 +[2025-02-27 15:12:08,069 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 45/130 +[2025-02-27 15:12:08,106 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 46/130 +[2025-02-27 15:12:08,145 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 47/130 +[2025-02-27 15:12:08,204 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 48/130 +[2025-02-27 15:12:08,238 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 49/130 +[2025-02-27 15:12:08,278 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 50/130 +[2025-02-27 15:12:08,329 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 51/130 +[2025-02-27 15:12:08,401 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 52/130 +[2025-02-27 15:12:08,459 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 53/130 +[2025-02-27 15:12:08,534 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 54/130 +[2025-02-27 15:12:08,590 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 55/130 +[2025-02-27 15:12:08,659 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 56/130 +[2025-02-27 15:12:08,695 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 57/130 +[2025-02-27 15:12:08,736 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 58/130 +[2025-02-27 15:12:08,824 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 59/130 +[2025-02-27 15:12:08,873 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 60/130 +[2025-02-27 15:12:08,929 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 61/130 +[2025-02-27 15:12:08,969 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 62/130 +[2025-02-27 15:12:09,010 INFO test.py line 201 3679208] Test: 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15:12:09,865 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 84/130 +[2025-02-27 15:12:09,899 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 85/130 +[2025-02-27 15:12:09,936 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 86/130 +[2025-02-27 15:12:09,972 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 87/130 +[2025-02-27 15:12:10,016 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 88/130 +[2025-02-27 15:12:10,049 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 89/130 +[2025-02-27 15:12:10,087 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 90/130 +[2025-02-27 15:12:10,120 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 91/130 +[2025-02-27 15:12:10,152 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 92/130 +[2025-02-27 15:12:10,195 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 93/130 +[2025-02-27 15:12:10,255 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 94/130 +[2025-02-27 15:12:10,297 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 95/130 +[2025-02-27 15:12:10,373 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 96/130 +[2025-02-27 15:12:10,408 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 97/130 +[2025-02-27 15:12:10,445 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 98/130 +[2025-02-27 15:12:10,515 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 99/130 +[2025-02-27 15:12:10,582 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 100/130 +[2025-02-27 15:12:10,618 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 101/130 +[2025-02-27 15:12:10,668 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 102/130 +[2025-02-27 15:12:10,703 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 103/130 +[2025-02-27 15:12:10,737 INFO test.py line 201 3679208] Test: 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Batch: 114/130 +[2025-02-27 15:12:11,189 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 115/130 +[2025-02-27 15:12:11,225 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 116/130 +[2025-02-27 15:12:11,263 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 117/130 +[2025-02-27 15:12:11,303 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 118/130 +[2025-02-27 15:12:11,339 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 119/130 +[2025-02-27 15:12:11,376 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 120/130 +[2025-02-27 15:12:11,415 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 121/130 +[2025-02-27 15:12:11,457 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 122/130 +[2025-02-27 15:12:11,492 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 123/130 +[2025-02-27 15:12:11,527 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 124/130 +[2025-02-27 15:12:11,562 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-02-27 15:12:11,600 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-02-27 15:12:11,637 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-02-27 15:12:11,672 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-02-27 15:12:11,707 INFO test.py line 201 3679208] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-02-27 15:12:11,992 INFO test.py line 289 3679208] Test: scene0430_00 [21/78]-210249 Batch 6.255 (5.724) Accuracy 0.9518 (0.8246) mIoU 0.5971 (0.7409) +[2025-02-27 15:12:12,043 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-02-27 15:12:12,081 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 1/125 +[2025-02-27 15:12:12,119 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 2/125 +[2025-02-27 15:12:12,157 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 3/125 +[2025-02-27 15:12:12,196 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 4/125 +[2025-02-27 15:12:12,234 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 5/125 +[2025-02-27 15:12:12,277 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 6/125 +[2025-02-27 15:12:12,314 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 7/125 +[2025-02-27 15:12:12,353 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 8/125 +[2025-02-27 15:12:12,391 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 9/125 +[2025-02-27 15:12:12,430 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 10/125 +[2025-02-27 15:12:12,468 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 11/125 +[2025-02-27 15:12:12,535 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 12/125 +[2025-02-27 15:12:12,575 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 13/125 +[2025-02-27 15:12:12,639 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 14/125 +[2025-02-27 15:12:12,681 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 15/125 +[2025-02-27 15:12:12,719 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 16/125 +[2025-02-27 15:12:12,767 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 17/125 +[2025-02-27 15:12:12,809 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 18/125 +[2025-02-27 15:12:12,856 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 19/125 +[2025-02-27 15:12:12,895 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 20/125 +[2025-02-27 15:12:12,933 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 21/125 +[2025-02-27 15:12:12,999 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 22/125 +[2025-02-27 15:12:13,038 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 23/125 +[2025-02-27 15:12:13,084 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 24/125 +[2025-02-27 15:12:13,146 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 25/125 +[2025-02-27 15:12:13,187 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 26/125 +[2025-02-27 15:12:13,225 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 27/125 +[2025-02-27 15:12:13,278 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 28/125 +[2025-02-27 15:12:13,341 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 29/125 +[2025-02-27 15:12:13,428 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 30/125 +[2025-02-27 15:12:13,492 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 31/125 +[2025-02-27 15:12:13,539 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 32/125 +[2025-02-27 15:12:13,589 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 33/125 +[2025-02-27 15:12:13,639 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 34/125 +[2025-02-27 15:12:13,688 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 35/125 +[2025-02-27 15:12:13,745 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 36/125 +[2025-02-27 15:12:13,805 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 37/125 +[2025-02-27 15:12:13,869 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 38/125 +[2025-02-27 15:12:13,915 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 39/125 +[2025-02-27 15:12:13,970 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 40/125 +[2025-02-27 15:12:14,017 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 41/125 +[2025-02-27 15:12:14,066 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 42/125 +[2025-02-27 15:12:14,103 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 43/125 +[2025-02-27 15:12:14,182 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, 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15:12:14,773 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 55/125 +[2025-02-27 15:12:15,006 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 56/125 +[2025-02-27 15:12:15,060 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 57/125 +[2025-02-27 15:12:15,125 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 58/125 +[2025-02-27 15:12:15,164 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 59/125 +[2025-02-27 15:12:15,208 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 60/125 +[2025-02-27 15:12:15,245 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 61/125 +[2025-02-27 15:12:15,281 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 62/125 +[2025-02-27 15:12:15,355 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 63/125 +[2025-02-27 15:12:15,405 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 64/125 +[2025-02-27 15:12:15,462 INFO test.py line 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15:12:16,938 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 96/125 +[2025-02-27 15:12:16,994 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 97/125 +[2025-02-27 15:12:17,037 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 98/125 +[2025-02-27 15:12:17,089 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 99/125 +[2025-02-27 15:12:17,138 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 100/125 +[2025-02-27 15:12:17,181 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 101/125 +[2025-02-27 15:12:17,224 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 102/125 +[2025-02-27 15:12:17,278 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 103/125 +[2025-02-27 15:12:17,331 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 104/125 +[2025-02-27 15:12:17,380 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 105/125 +[2025-02-27 15:12:17,418 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 106/125 +[2025-02-27 15:12:17,493 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 107/125 +[2025-02-27 15:12:17,532 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 108/125 +[2025-02-27 15:12:17,590 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 109/125 +[2025-02-27 15:12:17,652 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 110/125 +[2025-02-27 15:12:17,704 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 111/125 +[2025-02-27 15:12:17,756 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 112/125 +[2025-02-27 15:12:17,810 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 113/125 +[2025-02-27 15:12:17,857 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 114/125 +[2025-02-27 15:12:17,915 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 115/125 +[2025-02-27 15:12:17,997 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 116/125 +[2025-02-27 15:12:18,054 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 117/125 +[2025-02-27 15:12:18,104 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 118/125 +[2025-02-27 15:12:18,150 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 119/125 +[2025-02-27 15:12:18,193 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 120/125 +[2025-02-27 15:12:18,248 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 121/125 +[2025-02-27 15:12:18,290 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 122/125 +[2025-02-27 15:12:18,332 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 123/125 +[2025-02-27 15:12:18,404 INFO test.py line 201 3679208] Test: 22/78-scene0608_02, Batch: 124/125 +[2025-02-27 15:12:18,830 INFO test.py line 289 3679208] Test: scene0608_02 [22/78]-235030 Batch 6.838 (5.775) Accuracy 0.8182 (0.8183) mIoU 0.4278 (0.7380) +[2025-02-27 15:12:18,881 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 0/125 +[2025-02-27 15:12:18,925 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 1/125 +[2025-02-27 15:12:18,965 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 2/125 +[2025-02-27 15:12:18,998 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 3/125 +[2025-02-27 15:12:19,031 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 4/125 +[2025-02-27 15:12:19,066 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 5/125 +[2025-02-27 15:12:19,108 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 6/125 +[2025-02-27 15:12:19,143 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 7/125 +[2025-02-27 15:12:19,182 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 8/125 +[2025-02-27 15:12:19,217 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 9/125 +[2025-02-27 15:12:19,251 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 10/125 +[2025-02-27 15:12:19,287 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 11/125 +[2025-02-27 15:12:19,319 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 12/125 +[2025-02-27 15:12:19,354 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 13/125 +[2025-02-27 15:12:19,411 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 14/125 +[2025-02-27 15:12:19,446 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 15/125 +[2025-02-27 15:12:19,491 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 16/125 +[2025-02-27 15:12:19,515 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 17/125 +[2025-02-27 15:12:19,542 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 18/125 +[2025-02-27 15:12:19,567 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 19/125 +[2025-02-27 15:12:19,592 INFO test.py line 201 3679208] Test: 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15:12:20,387 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 41/125 +[2025-02-27 15:12:20,423 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 42/125 +[2025-02-27 15:12:20,456 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 43/125 +[2025-02-27 15:12:20,489 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 44/125 +[2025-02-27 15:12:20,554 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 45/125 +[2025-02-27 15:12:20,592 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 46/125 +[2025-02-27 15:12:20,633 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 47/125 +[2025-02-27 15:12:20,685 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 48/125 +[2025-02-27 15:12:20,721 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 49/125 +[2025-02-27 15:12:20,790 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 50/125 +[2025-02-27 15:12:20,826 INFO test.py line 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15:12:22,041 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 82/125 +[2025-02-27 15:12:22,068 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 83/125 +[2025-02-27 15:12:22,101 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 84/125 +[2025-02-27 15:12:22,143 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 85/125 +[2025-02-27 15:12:22,170 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 86/125 +[2025-02-27 15:12:22,199 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 87/125 +[2025-02-27 15:12:22,251 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 88/125 +[2025-02-27 15:12:22,275 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 89/125 +[2025-02-27 15:12:22,299 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 90/125 +[2025-02-27 15:12:22,335 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 91/125 +[2025-02-27 15:12:22,361 INFO test.py line 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Batch: 112/125 +[2025-02-27 15:12:23,130 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 113/125 +[2025-02-27 15:12:23,163 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 114/125 +[2025-02-27 15:12:23,213 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 115/125 +[2025-02-27 15:12:23,257 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 116/125 +[2025-02-27 15:12:23,289 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 117/125 +[2025-02-27 15:12:23,353 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 118/125 +[2025-02-27 15:12:23,414 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 119/125 +[2025-02-27 15:12:23,462 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 120/125 +[2025-02-27 15:12:23,527 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 121/125 +[2025-02-27 15:12:23,561 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 122/125 +[2025-02-27 15:12:23,591 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 123/125 +[2025-02-27 15:12:23,630 INFO test.py line 201 3679208] Test: 23/78-scene0144_01, Batch: 124/125 +[2025-02-27 15:12:23,806 INFO test.py line 289 3679208] Test: scene0144_01 [23/78]-116341 Batch 4.975 (5.740) Accuracy 0.9122 (0.8205) mIoU 0.4698 (0.7412) +[2025-02-27 15:12:23,848 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-02-27 15:12:23,878 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-02-27 15:12:23,907 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-02-27 15:12:23,936 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 3/145 +[2025-02-27 15:12:23,968 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 4/145 +[2025-02-27 15:12:24,026 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 5/145 +[2025-02-27 15:12:24,095 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:12:24,565 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 17/145 +[2025-02-27 15:12:24,602 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 18/145 +[2025-02-27 15:12:24,635 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 19/145 +[2025-02-27 15:12:24,665 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 20/145 +[2025-02-27 15:12:24,696 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 21/145 +[2025-02-27 15:12:24,721 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 22/145 +[2025-02-27 15:12:24,746 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 23/145 +[2025-02-27 15:12:24,773 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 24/145 +[2025-02-27 15:12:24,803 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 25/145 +[2025-02-27 15:12:24,824 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 26/145 +[2025-02-27 15:12:24,855 INFO 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15:12:27,678 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 99/145 +[2025-02-27 15:12:27,720 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 100/145 +[2025-02-27 15:12:27,765 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 101/145 +[2025-02-27 15:12:27,817 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 102/145 +[2025-02-27 15:12:27,860 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 103/145 +[2025-02-27 15:12:27,903 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 104/145 +[2025-02-27 15:12:27,950 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 105/145 +[2025-02-27 15:12:27,990 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 106/145 +[2025-02-27 15:12:28,046 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 107/145 +[2025-02-27 15:12:28,096 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 108/145 +[2025-02-27 15:12:28,131 INFO 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3679208] Test: 24/78-scene0382_00, Batch: 119/145 +[2025-02-27 15:12:28,603 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 120/145 +[2025-02-27 15:12:28,656 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 121/145 +[2025-02-27 15:12:28,693 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 122/145 +[2025-02-27 15:12:28,720 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 123/145 +[2025-02-27 15:12:28,743 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 124/145 +[2025-02-27 15:12:28,775 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 125/145 +[2025-02-27 15:12:28,817 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 126/145 +[2025-02-27 15:12:28,845 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 127/145 +[2025-02-27 15:12:28,872 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 128/145 +[2025-02-27 15:12:28,897 INFO test.py line 201 3679208] Test: 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Batch: 139/145 +[2025-02-27 15:12:29,268 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 140/145 +[2025-02-27 15:12:29,294 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 141/145 +[2025-02-27 15:12:29,316 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 142/145 +[2025-02-27 15:12:29,351 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 143/145 +[2025-02-27 15:12:29,378 INFO test.py line 201 3679208] Test: 24/78-scene0382_00, Batch: 144/145 +[2025-02-27 15:12:29,476 INFO test.py line 289 3679208] Test: scene0382_00 [24/78]-100285 Batch 5.669 (5.737) Accuracy 0.9114 (0.8210) mIoU 0.5563 (0.7404) +[2025-02-27 15:12:29,501 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-02-27 15:12:29,526 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-02-27 15:12:29,555 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-02-27 15:12:29,584 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-02-27 15:12:29,607 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-02-27 15:12:29,630 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-02-27 15:12:29,653 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 6/121 +[2025-02-27 15:12:29,676 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 7/121 +[2025-02-27 15:12:29,705 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 8/121 +[2025-02-27 15:12:29,729 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 9/121 +[2025-02-27 15:12:29,752 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 10/121 +[2025-02-27 15:12:29,776 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 11/121 +[2025-02-27 15:12:29,799 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 12/121 +[2025-02-27 15:12:29,821 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, 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15:12:30,169 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 24/121 +[2025-02-27 15:12:30,217 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 25/121 +[2025-02-27 15:12:30,243 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 26/121 +[2025-02-27 15:12:30,271 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 27/121 +[2025-02-27 15:12:30,298 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 28/121 +[2025-02-27 15:12:30,322 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 29/121 +[2025-02-27 15:12:30,346 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 30/121 +[2025-02-27 15:12:30,367 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 31/121 +[2025-02-27 15:12:30,396 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 32/121 +[2025-02-27 15:12:30,419 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 33/121 +[2025-02-27 15:12:30,447 INFO test.py line 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15:12:31,529 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 65/121 +[2025-02-27 15:12:31,565 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 66/121 +[2025-02-27 15:12:31,604 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 67/121 +[2025-02-27 15:12:31,639 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 68/121 +[2025-02-27 15:12:31,672 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 69/121 +[2025-02-27 15:12:31,710 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 70/121 +[2025-02-27 15:12:31,747 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 71/121 +[2025-02-27 15:12:31,783 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 72/121 +[2025-02-27 15:12:31,814 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 73/121 +[2025-02-27 15:12:31,851 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 74/121 +[2025-02-27 15:12:31,890 INFO test.py line 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15:12:33,249 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 106/121 +[2025-02-27 15:12:33,320 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 107/121 +[2025-02-27 15:12:33,365 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 108/121 +[2025-02-27 15:12:33,409 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 109/121 +[2025-02-27 15:12:33,452 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 110/121 +[2025-02-27 15:12:33,497 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 111/121 +[2025-02-27 15:12:33,533 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 112/121 +[2025-02-27 15:12:33,562 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 113/121 +[2025-02-27 15:12:33,588 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 114/121 +[2025-02-27 15:12:33,617 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 115/121 +[2025-02-27 15:12:33,645 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 116/121 +[2025-02-27 15:12:33,674 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 117/121 +[2025-02-27 15:12:33,701 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 118/121 +[2025-02-27 15:12:33,729 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 119/121 +[2025-02-27 15:12:33,757 INFO test.py line 201 3679208] Test: 25/78-scene0077_00, Batch: 120/121 +[2025-02-27 15:12:33,866 INFO test.py line 289 3679208] Test: scene0077_00 [25/78]-92807 Batch 4.390 (5.683) Accuracy 0.8819 (0.8227) mIoU 0.8076 (0.7436) +[2025-02-27 15:12:33,899 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 0/159 +[2025-02-27 15:12:33,928 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 1/159 +[2025-02-27 15:12:33,964 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 2/159 +[2025-02-27 15:12:33,993 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 3/159 +[2025-02-27 15:12:34,021 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 4/159 +[2025-02-27 15:12:34,065 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 5/159 +[2025-02-27 15:12:34,099 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 6/159 +[2025-02-27 15:12:34,127 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 7/159 +[2025-02-27 15:12:34,157 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 8/159 +[2025-02-27 15:12:34,187 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 9/159 +[2025-02-27 15:12:34,218 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 10/159 +[2025-02-27 15:12:34,252 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 11/159 +[2025-02-27 15:12:34,282 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 12/159 +[2025-02-27 15:12:34,311 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 13/159 +[2025-02-27 15:12:34,340 INFO 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Test: 26/78-scene0084_00, Batch: 24/159 +[2025-02-27 15:12:34,732 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 25/159 +[2025-02-27 15:12:34,761 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 26/159 +[2025-02-27 15:12:34,796 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 27/159 +[2025-02-27 15:12:34,864 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 28/159 +[2025-02-27 15:12:34,922 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 29/159 +[2025-02-27 15:12:34,953 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 30/159 +[2025-02-27 15:12:34,982 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 31/159 +[2025-02-27 15:12:35,019 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 32/159 +[2025-02-27 15:12:35,047 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 33/159 +[2025-02-27 15:12:35,080 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, 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15:12:35,454 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 45/159 +[2025-02-27 15:12:35,536 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 46/159 +[2025-02-27 15:12:35,581 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 47/159 +[2025-02-27 15:12:35,607 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 48/159 +[2025-02-27 15:12:35,665 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 49/159 +[2025-02-27 15:12:35,718 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 50/159 +[2025-02-27 15:12:35,762 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 51/159 +[2025-02-27 15:12:35,809 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 52/159 +[2025-02-27 15:12:35,849 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 53/159 +[2025-02-27 15:12:35,886 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 54/159 +[2025-02-27 15:12:35,919 INFO test.py line 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15:12:37,033 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 86/159 +[2025-02-27 15:12:37,073 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 87/159 +[2025-02-27 15:12:37,108 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 88/159 +[2025-02-27 15:12:37,138 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 89/159 +[2025-02-27 15:12:37,172 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 90/159 +[2025-02-27 15:12:37,210 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 91/159 +[2025-02-27 15:12:37,254 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 92/159 +[2025-02-27 15:12:37,285 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 93/159 +[2025-02-27 15:12:37,328 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 94/159 +[2025-02-27 15:12:37,373 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 95/159 +[2025-02-27 15:12:37,402 INFO test.py line 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Batch: 116/159 +[2025-02-27 15:12:38,378 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 117/159 +[2025-02-27 15:12:38,410 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 118/159 +[2025-02-27 15:12:38,440 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 119/159 +[2025-02-27 15:12:38,465 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 120/159 +[2025-02-27 15:12:38,521 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 121/159 +[2025-02-27 15:12:38,580 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 122/159 +[2025-02-27 15:12:38,608 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 123/159 +[2025-02-27 15:12:38,654 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 124/159 +[2025-02-27 15:12:38,688 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 125/159 +[2025-02-27 15:12:38,723 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 126/159 +[2025-02-27 15:12:38,778 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 127/159 +[2025-02-27 15:12:38,810 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 128/159 +[2025-02-27 15:12:38,856 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 129/159 +[2025-02-27 15:12:38,891 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 130/159 +[2025-02-27 15:12:38,924 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 131/159 +[2025-02-27 15:12:38,951 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 132/159 +[2025-02-27 15:12:38,985 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 133/159 +[2025-02-27 15:12:39,011 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 134/159 +[2025-02-27 15:12:39,036 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 135/159 +[2025-02-27 15:12:39,061 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 136/159 +[2025-02-27 15:12:39,088 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 137/159 +[2025-02-27 15:12:39,116 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 138/159 +[2025-02-27 15:12:39,145 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 139/159 +[2025-02-27 15:12:39,176 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 140/159 +[2025-02-27 15:12:39,209 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 141/159 +[2025-02-27 15:12:39,249 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 142/159 +[2025-02-27 15:12:39,297 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 143/159 +[2025-02-27 15:12:39,335 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 144/159 +[2025-02-27 15:12:39,372 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 145/159 +[2025-02-27 15:12:39,437 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 146/159 +[2025-02-27 15:12:39,486 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 147/159 +[2025-02-27 15:12:39,555 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 148/159 +[2025-02-27 15:12:39,591 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 149/159 +[2025-02-27 15:12:39,626 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 150/159 +[2025-02-27 15:12:39,664 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 151/159 +[2025-02-27 15:12:39,704 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 152/159 +[2025-02-27 15:12:39,740 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 153/159 +[2025-02-27 15:12:39,766 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 154/159 +[2025-02-27 15:12:39,790 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 155/159 +[2025-02-27 15:12:39,816 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 156/159 +[2025-02-27 15:12:39,840 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 157/159 +[2025-02-27 15:12:39,867 INFO test.py line 201 3679208] Test: 26/78-scene0084_00, Batch: 158/159 +[2025-02-27 15:12:39,988 INFO test.py line 289 3679208] Test: scene0084_00 [26/78]-116845 Batch 6.121 (5.700) Accuracy 0.9503 (0.8217) mIoU 0.5251 (0.7388) +[2025-02-27 15:12:40,024 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 0/121 +[2025-02-27 15:12:40,058 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 1/121 +[2025-02-27 15:12:40,098 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 2/121 +[2025-02-27 15:12:40,130 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 3/121 +[2025-02-27 15:12:40,163 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 4/121 +[2025-02-27 15:12:40,199 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 5/121 +[2025-02-27 15:12:40,232 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 6/121 +[2025-02-27 15:12:40,264 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 7/121 +[2025-02-27 15:12:40,299 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 8/121 +[2025-02-27 15:12:40,335 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 9/121 +[2025-02-27 15:12:40,373 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 10/121 +[2025-02-27 15:12:40,415 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 11/121 +[2025-02-27 15:12:40,446 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 12/121 +[2025-02-27 15:12:40,486 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 13/121 +[2025-02-27 15:12:40,526 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 14/121 +[2025-02-27 15:12:40,567 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 15/121 +[2025-02-27 15:12:40,622 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 16/121 +[2025-02-27 15:12:40,662 INFO test.py line 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15:12:42,146 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 48/121 +[2025-02-27 15:12:42,184 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 49/121 +[2025-02-27 15:12:42,228 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 50/121 +[2025-02-27 15:12:42,264 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 51/121 +[2025-02-27 15:12:42,300 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 52/121 +[2025-02-27 15:12:42,382 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 53/121 +[2025-02-27 15:12:42,431 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 54/121 +[2025-02-27 15:12:42,513 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 55/121 +[2025-02-27 15:12:42,607 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 56/121 +[2025-02-27 15:12:42,695 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 57/121 +[2025-02-27 15:12:42,744 INFO test.py line 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15:12:44,253 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 89/121 +[2025-02-27 15:12:44,341 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 90/121 +[2025-02-27 15:12:44,392 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 91/121 +[2025-02-27 15:12:44,440 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 92/121 +[2025-02-27 15:12:44,481 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 93/121 +[2025-02-27 15:12:44,521 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 94/121 +[2025-02-27 15:12:44,559 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 95/121 +[2025-02-27 15:12:44,599 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 96/121 +[2025-02-27 15:12:44,638 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 97/121 +[2025-02-27 15:12:44,680 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 98/121 +[2025-02-27 15:12:44,721 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 99/121 +[2025-02-27 15:12:44,762 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 100/121 +[2025-02-27 15:12:44,802 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 101/121 +[2025-02-27 15:12:44,845 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 102/121 +[2025-02-27 15:12:44,882 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 103/121 +[2025-02-27 15:12:44,921 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 104/121 +[2025-02-27 15:12:44,968 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 105/121 +[2025-02-27 15:12:45,006 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 106/121 +[2025-02-27 15:12:45,043 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 107/121 +[2025-02-27 15:12:45,104 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 108/121 +[2025-02-27 15:12:45,148 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 109/121 +[2025-02-27 15:12:45,186 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 110/121 +[2025-02-27 15:12:45,284 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 111/121 +[2025-02-27 15:12:45,349 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 112/121 +[2025-02-27 15:12:45,396 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 113/121 +[2025-02-27 15:12:45,444 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 114/121 +[2025-02-27 15:12:45,485 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 115/121 +[2025-02-27 15:12:45,525 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 116/121 +[2025-02-27 15:12:45,561 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 117/121 +[2025-02-27 15:12:45,625 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 118/121 +[2025-02-27 15:12:45,664 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 119/121 +[2025-02-27 15:12:45,750 INFO test.py line 201 3679208] Test: 27/78-scene0608_00, Batch: 120/121 +[2025-02-27 15:12:46,135 INFO test.py line 289 3679208] Test: scene0608_00 [27/78]-186579 Batch 6.147 (5.716) Accuracy 0.8522 (0.8171) mIoU 0.4701 (0.7389) +[2025-02-27 15:12:46,189 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 0/134 +[2025-02-27 15:12:46,261 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 1/134 +[2025-02-27 15:12:46,296 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 2/134 +[2025-02-27 15:12:46,354 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 3/134 +[2025-02-27 15:12:46,434 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 4/134 +[2025-02-27 15:12:46,486 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 5/134 +[2025-02-27 15:12:46,533 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 6/134 +[2025-02-27 15:12:46,575 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 7/134 +[2025-02-27 15:12:46,621 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 8/134 +[2025-02-27 15:12:46,663 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 9/134 +[2025-02-27 15:12:46,696 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 10/134 +[2025-02-27 15:12:46,730 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 11/134 +[2025-02-27 15:12:46,779 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 12/134 +[2025-02-27 15:12:46,816 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 13/134 +[2025-02-27 15:12:46,890 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 14/134 +[2025-02-27 15:12:46,943 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 15/134 +[2025-02-27 15:12:46,978 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 16/134 +[2025-02-27 15:12:47,016 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 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15:12:47,490 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 28/134 +[2025-02-27 15:12:47,522 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 29/134 +[2025-02-27 15:12:47,549 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 30/134 +[2025-02-27 15:12:47,586 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 31/134 +[2025-02-27 15:12:47,617 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 32/134 +[2025-02-27 15:12:47,642 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 33/134 +[2025-02-27 15:12:47,669 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 34/134 +[2025-02-27 15:12:47,696 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 35/134 +[2025-02-27 15:12:47,723 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 36/134 +[2025-02-27 15:12:47,757 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 37/134 +[2025-02-27 15:12:47,784 INFO test.py line 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15:12:48,981 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 69/134 +[2025-02-27 15:12:49,016 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 70/134 +[2025-02-27 15:12:49,053 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 71/134 +[2025-02-27 15:12:49,086 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 72/134 +[2025-02-27 15:12:49,118 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 73/134 +[2025-02-27 15:12:49,152 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 74/134 +[2025-02-27 15:12:49,202 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 75/134 +[2025-02-27 15:12:49,243 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 76/134 +[2025-02-27 15:12:49,296 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 77/134 +[2025-02-27 15:12:49,327 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 78/134 +[2025-02-27 15:12:49,360 INFO test.py line 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15:12:50,627 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 110/134 +[2025-02-27 15:12:50,676 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 111/134 +[2025-02-27 15:12:50,710 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 112/134 +[2025-02-27 15:12:50,781 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 113/134 +[2025-02-27 15:12:50,812 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 114/134 +[2025-02-27 15:12:50,866 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 115/134 +[2025-02-27 15:12:50,893 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 116/134 +[2025-02-27 15:12:50,919 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 117/134 +[2025-02-27 15:12:50,945 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 118/134 +[2025-02-27 15:12:50,980 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 119/134 +[2025-02-27 15:12:51,009 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 120/134 +[2025-02-27 15:12:51,041 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 121/134 +[2025-02-27 15:12:51,096 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 122/134 +[2025-02-27 15:12:51,129 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 123/134 +[2025-02-27 15:12:51,160 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 124/134 +[2025-02-27 15:12:51,188 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 125/134 +[2025-02-27 15:12:51,214 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 126/134 +[2025-02-27 15:12:51,264 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 127/134 +[2025-02-27 15:12:51,295 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-02-27 15:12:51,321 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-02-27 15:12:51,347 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-02-27 15:12:51,373 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-02-27 15:12:51,411 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-02-27 15:12:51,463 INFO test.py line 201 3679208] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-02-27 15:12:51,590 INFO test.py line 289 3679208] Test: scene0558_01 [28/78]-141342 Batch 5.454 (5.707) Accuracy 0.9503 (0.8173) mIoU 0.4375 (0.7393) +[2025-02-27 15:12:51,619 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-02-27 15:12:51,646 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-02-27 15:12:51,711 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 2/125 +[2025-02-27 15:12:51,756 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 3/125 +[2025-02-27 15:12:51,786 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 4/125 +[2025-02-27 15:12:51,841 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 5/125 +[2025-02-27 15:12:51,896 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 6/125 +[2025-02-27 15:12:51,925 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 7/125 +[2025-02-27 15:12:51,964 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 8/125 +[2025-02-27 15:12:51,992 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 9/125 +[2025-02-27 15:12:52,022 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 10/125 +[2025-02-27 15:12:52,052 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 11/125 +[2025-02-27 15:12:52,107 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 12/125 +[2025-02-27 15:12:52,139 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 13/125 +[2025-02-27 15:12:52,185 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 14/125 +[2025-02-27 15:12:52,230 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 15/125 +[2025-02-27 15:12:52,272 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 16/125 +[2025-02-27 15:12:52,329 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 17/125 +[2025-02-27 15:12:52,397 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 18/125 +[2025-02-27 15:12:52,443 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 19/125 +[2025-02-27 15:12:52,495 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 20/125 +[2025-02-27 15:12:52,528 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 21/125 +[2025-02-27 15:12:52,565 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 22/125 +[2025-02-27 15:12:52,616 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 23/125 +[2025-02-27 15:12:52,675 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 24/125 +[2025-02-27 15:12:52,711 INFO test.py line 201 3679208] Test: 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15:12:53,531 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 46/125 +[2025-02-27 15:12:53,556 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 47/125 +[2025-02-27 15:12:53,583 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 48/125 +[2025-02-27 15:12:53,611 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 49/125 +[2025-02-27 15:12:53,640 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 50/125 +[2025-02-27 15:12:53,665 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 51/125 +[2025-02-27 15:12:53,687 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 52/125 +[2025-02-27 15:12:53,714 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 53/125 +[2025-02-27 15:12:53,743 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 54/125 +[2025-02-27 15:12:53,768 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 55/125 +[2025-02-27 15:12:53,809 INFO test.py line 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15:12:54,866 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 87/125 +[2025-02-27 15:12:54,910 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 88/125 +[2025-02-27 15:12:54,970 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 89/125 +[2025-02-27 15:12:55,013 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 90/125 +[2025-02-27 15:12:55,054 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 91/125 +[2025-02-27 15:12:55,100 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 92/125 +[2025-02-27 15:12:55,142 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 93/125 +[2025-02-27 15:12:55,186 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 94/125 +[2025-02-27 15:12:55,237 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 95/125 +[2025-02-27 15:12:55,278 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 96/125 +[2025-02-27 15:12:55,335 INFO test.py line 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Batch: 117/125 +[2025-02-27 15:12:55,960 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 118/125 +[2025-02-27 15:12:56,003 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 119/125 +[2025-02-27 15:12:56,041 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 120/125 +[2025-02-27 15:12:56,072 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 121/125 +[2025-02-27 15:12:56,102 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 122/125 +[2025-02-27 15:12:56,137 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 123/125 +[2025-02-27 15:12:56,180 INFO test.py line 201 3679208] Test: 29/78-scene0430_01, Batch: 124/125 +[2025-02-27 15:12:56,393 INFO test.py line 289 3679208] Test: scene0430_01 [29/78]-126166 Batch 4.803 (5.676) Accuracy 0.9419 (0.8175) mIoU 0.6256 (0.7394) +[2025-02-27 15:12:56,425 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 0/144 +[2025-02-27 15:12:56,459 INFO test.py line 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15:13:00,447 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 104/144 +[2025-02-27 15:13:00,474 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 105/144 +[2025-02-27 15:13:00,515 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 106/144 +[2025-02-27 15:13:00,554 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 107/144 +[2025-02-27 15:13:00,591 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 108/144 +[2025-02-27 15:13:00,619 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 109/144 +[2025-02-27 15:13:00,655 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 110/144 +[2025-02-27 15:13:00,699 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 111/144 +[2025-02-27 15:13:00,738 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 112/144 +[2025-02-27 15:13:00,804 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 113/144 +[2025-02-27 15:13:00,841 INFO 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3679208] Test: 30/78-scene0086_01, Batch: 124/144 +[2025-02-27 15:13:01,457 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 125/144 +[2025-02-27 15:13:01,504 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 126/144 +[2025-02-27 15:13:01,542 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 127/144 +[2025-02-27 15:13:01,619 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 128/144 +[2025-02-27 15:13:01,663 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 129/144 +[2025-02-27 15:13:01,701 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 130/144 +[2025-02-27 15:13:01,731 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 131/144 +[2025-02-27 15:13:01,774 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 132/144 +[2025-02-27 15:13:01,809 INFO test.py line 201 3679208] Test: 30/78-scene0086_01, Batch: 133/144 +[2025-02-27 15:13:01,855 INFO test.py line 201 3679208] Test: 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[30/78]-124210 Batch 6.005 (5.687) Accuracy 0.9150 (0.8207) mIoU 0.6161 (0.7459) +[2025-02-27 15:13:03,025 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-02-27 15:13:03,113 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-02-27 15:13:03,183 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-02-27 15:13:03,265 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-02-27 15:13:03,336 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-02-27 15:13:03,425 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-02-27 15:13:03,484 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-02-27 15:13:03,562 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-02-27 15:13:03,629 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-02-27 15:13:03,688 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-02-27 15:13:03,756 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 10/138 +[2025-02-27 15:13:03,815 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 11/138 +[2025-02-27 15:13:03,874 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 12/138 +[2025-02-27 15:13:03,931 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 13/138 +[2025-02-27 15:13:03,991 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 14/138 +[2025-02-27 15:13:04,047 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 15/138 +[2025-02-27 15:13:04,105 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 16/138 +[2025-02-27 15:13:04,172 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 17/138 +[2025-02-27 15:13:04,231 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 18/138 +[2025-02-27 15:13:04,288 INFO test.py line 201 3679208] Test: 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15:13:05,561 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 40/138 +[2025-02-27 15:13:05,611 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 41/138 +[2025-02-27 15:13:05,666 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 42/138 +[2025-02-27 15:13:05,724 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 43/138 +[2025-02-27 15:13:05,780 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 44/138 +[2025-02-27 15:13:05,838 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 45/138 +[2025-02-27 15:13:05,895 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 46/138 +[2025-02-27 15:13:05,960 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 47/138 +[2025-02-27 15:13:06,041 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 48/138 +[2025-02-27 15:13:06,105 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 49/138 +[2025-02-27 15:13:06,156 INFO test.py line 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15:13:07,877 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 81/138 +[2025-02-27 15:13:07,928 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 82/138 +[2025-02-27 15:13:07,986 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 83/138 +[2025-02-27 15:13:08,044 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 84/138 +[2025-02-27 15:13:08,100 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 85/138 +[2025-02-27 15:13:08,159 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 86/138 +[2025-02-27 15:13:08,213 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 87/138 +[2025-02-27 15:13:08,271 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 88/138 +[2025-02-27 15:13:08,362 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 89/138 +[2025-02-27 15:13:08,438 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 90/138 +[2025-02-27 15:13:08,530 INFO test.py line 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Batch: 111/138 +[2025-02-27 15:13:09,779 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 112/138 +[2025-02-27 15:13:09,837 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 113/138 +[2025-02-27 15:13:09,905 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 114/138 +[2025-02-27 15:13:09,961 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 115/138 +[2025-02-27 15:13:10,020 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 116/138 +[2025-02-27 15:13:10,078 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 117/138 +[2025-02-27 15:13:10,136 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 118/138 +[2025-02-27 15:13:10,222 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 119/138 +[2025-02-27 15:13:10,281 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 120/138 +[2025-02-27 15:13:10,343 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 121/138 +[2025-02-27 15:13:10,400 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 122/138 +[2025-02-27 15:13:10,456 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 123/138 +[2025-02-27 15:13:10,522 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 124/138 +[2025-02-27 15:13:10,580 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 125/138 +[2025-02-27 15:13:10,639 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 126/138 +[2025-02-27 15:13:10,696 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 127/138 +[2025-02-27 15:13:10,755 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 128/138 +[2025-02-27 15:13:10,818 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 129/138 +[2025-02-27 15:13:10,882 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 130/138 +[2025-02-27 15:13:10,946 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 131/138 +[2025-02-27 15:13:11,026 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 132/138 +[2025-02-27 15:13:11,087 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 133/138 +[2025-02-27 15:13:11,144 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-02-27 15:13:11,198 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-02-27 15:13:11,256 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-02-27 15:13:11,314 INFO test.py line 201 3679208] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-02-27 15:13:11,842 INFO test.py line 289 3679208] Test: scene0500_00 [31/78]-396942 Batch 8.897 (5.790) Accuracy 0.9449 (0.8212) mIoU 0.4749 (0.7475) +[2025-02-27 15:13:11,885 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-02-27 15:13:11,922 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-02-27 15:13:11,959 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:13:12,512 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 13/121 +[2025-02-27 15:13:12,555 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 14/121 +[2025-02-27 15:13:12,601 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 15/121 +[2025-02-27 15:13:12,647 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 16/121 +[2025-02-27 15:13:12,703 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 17/121 +[2025-02-27 15:13:12,753 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 18/121 +[2025-02-27 15:13:12,802 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 19/121 +[2025-02-27 15:13:12,845 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 20/121 +[2025-02-27 15:13:12,918 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 21/121 +[2025-02-27 15:13:12,964 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 22/121 +[2025-02-27 15:13:13,028 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 23/121 +[2025-02-27 15:13:13,071 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 24/121 +[2025-02-27 15:13:13,112 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 25/121 +[2025-02-27 15:13:13,160 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 26/121 +[2025-02-27 15:13:13,216 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 27/121 +[2025-02-27 15:13:13,268 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 28/121 +[2025-02-27 15:13:13,325 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 29/121 +[2025-02-27 15:13:13,395 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 30/121 +[2025-02-27 15:13:13,429 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 31/121 +[2025-02-27 15:13:13,464 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 32/121 +[2025-02-27 15:13:13,501 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 33/121 +[2025-02-27 15:13:13,541 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 34/121 +[2025-02-27 15:13:13,576 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 35/121 +[2025-02-27 15:13:13,610 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 36/121 +[2025-02-27 15:13:13,645 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 37/121 +[2025-02-27 15:13:13,682 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 38/121 +[2025-02-27 15:13:13,721 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 39/121 +[2025-02-27 15:13:13,753 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 40/121 +[2025-02-27 15:13:13,786 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 41/121 +[2025-02-27 15:13:13,821 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 42/121 +[2025-02-27 15:13:13,853 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, 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15:13:14,228 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 54/121 +[2025-02-27 15:13:14,266 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 55/121 +[2025-02-27 15:13:14,299 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 56/121 +[2025-02-27 15:13:14,334 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 57/121 +[2025-02-27 15:13:14,396 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 58/121 +[2025-02-27 15:13:14,463 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 59/121 +[2025-02-27 15:13:14,497 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 60/121 +[2025-02-27 15:13:14,539 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 61/121 +[2025-02-27 15:13:14,572 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 62/121 +[2025-02-27 15:13:14,633 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 63/121 +[2025-02-27 15:13:14,668 INFO test.py line 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15:13:16,051 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 95/121 +[2025-02-27 15:13:16,094 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 96/121 +[2025-02-27 15:13:16,136 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 97/121 +[2025-02-27 15:13:16,173 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 98/121 +[2025-02-27 15:13:16,212 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 99/121 +[2025-02-27 15:13:16,249 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 100/121 +[2025-02-27 15:13:16,292 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 101/121 +[2025-02-27 15:13:16,328 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 102/121 +[2025-02-27 15:13:16,381 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 103/121 +[2025-02-27 15:13:16,417 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 104/121 +[2025-02-27 15:13:16,456 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 105/121 +[2025-02-27 15:13:16,490 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 106/121 +[2025-02-27 15:13:16,561 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 107/121 +[2025-02-27 15:13:16,601 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 108/121 +[2025-02-27 15:13:16,638 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 109/121 +[2025-02-27 15:13:16,675 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 110/121 +[2025-02-27 15:13:16,711 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 111/121 +[2025-02-27 15:13:16,786 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 112/121 +[2025-02-27 15:13:16,821 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 113/121 +[2025-02-27 15:13:16,857 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 114/121 +[2025-02-27 15:13:16,894 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 115/121 +[2025-02-27 15:13:16,929 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 116/121 +[2025-02-27 15:13:16,967 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 117/121 +[2025-02-27 15:13:17,012 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 118/121 +[2025-02-27 15:13:17,053 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 119/121 +[2025-02-27 15:13:17,096 INFO test.py line 201 3679208] Test: 32/78-scene0064_01, Batch: 120/121 +[2025-02-27 15:13:17,358 INFO test.py line 289 3679208] Test: scene0064_01 [32/78]-195252 Batch 5.516 (5.782) Accuracy 0.9291 (0.8208) mIoU 0.4963 (0.7465) +[2025-02-27 15:13:17,393 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 0/117 +[2025-02-27 15:13:17,445 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 1/117 +[2025-02-27 15:13:17,487 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 2/117 +[2025-02-27 15:13:17,514 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 3/117 +[2025-02-27 15:13:17,576 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 4/117 +[2025-02-27 15:13:17,607 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 5/117 +[2025-02-27 15:13:17,636 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 6/117 +[2025-02-27 15:13:17,662 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 7/117 +[2025-02-27 15:13:17,727 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 8/117 +[2025-02-27 15:13:17,756 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 9/117 +[2025-02-27 15:13:17,784 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 10/117 +[2025-02-27 15:13:17,811 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 11/117 +[2025-02-27 15:13:17,843 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 12/117 +[2025-02-27 15:13:17,872 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 13/117 +[2025-02-27 15:13:17,905 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 14/117 +[2025-02-27 15:13:17,932 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 15/117 +[2025-02-27 15:13:17,963 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 16/117 +[2025-02-27 15:13:17,988 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 17/117 +[2025-02-27 15:13:18,015 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 18/117 +[2025-02-27 15:13:18,046 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 19/117 +[2025-02-27 15:13:18,078 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 20/117 +[2025-02-27 15:13:18,115 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 21/117 +[2025-02-27 15:13:18,162 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 22/117 +[2025-02-27 15:13:18,203 INFO test.py line 201 3679208] Test: 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15:13:18,999 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 44/117 +[2025-02-27 15:13:19,020 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 45/117 +[2025-02-27 15:13:19,049 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 46/117 +[2025-02-27 15:13:19,083 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 47/117 +[2025-02-27 15:13:19,139 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 48/117 +[2025-02-27 15:13:19,179 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 49/117 +[2025-02-27 15:13:19,212 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 50/117 +[2025-02-27 15:13:19,255 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 51/117 +[2025-02-27 15:13:19,298 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 52/117 +[2025-02-27 15:13:19,333 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 53/117 +[2025-02-27 15:13:19,367 INFO test.py line 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15:13:20,750 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 85/117 +[2025-02-27 15:13:20,818 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 86/117 +[2025-02-27 15:13:20,854 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 87/117 +[2025-02-27 15:13:20,893 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 88/117 +[2025-02-27 15:13:20,938 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 89/117 +[2025-02-27 15:13:20,974 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 90/117 +[2025-02-27 15:13:21,009 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 91/117 +[2025-02-27 15:13:21,066 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 92/117 +[2025-02-27 15:13:21,091 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 93/117 +[2025-02-27 15:13:21,115 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 94/117 +[2025-02-27 15:13:21,140 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 95/117 +[2025-02-27 15:13:21,166 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 96/117 +[2025-02-27 15:13:21,219 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 97/117 +[2025-02-27 15:13:21,271 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 98/117 +[2025-02-27 15:13:21,294 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 99/117 +[2025-02-27 15:13:21,320 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 100/117 +[2025-02-27 15:13:21,344 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 101/117 +[2025-02-27 15:13:21,368 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 102/117 +[2025-02-27 15:13:21,395 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 103/117 +[2025-02-27 15:13:21,438 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 104/117 +[2025-02-27 15:13:21,463 INFO test.py line 201 3679208] Test: 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Batch: 115/117 +[2025-02-27 15:13:21,748 INFO test.py line 201 3679208] Test: 33/78-scene0553_01, Batch: 116/117 +[2025-02-27 15:13:21,831 INFO test.py line 289 3679208] Test: scene0553_01 [33/78]-61388 Batch 4.472 (5.742) Accuracy 0.9788 (0.8236) mIoU 0.7819 (0.7503) +[2025-02-27 15:13:21,865 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 0/138 +[2025-02-27 15:13:21,897 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 1/138 +[2025-02-27 15:13:21,933 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 2/138 +[2025-02-27 15:13:21,989 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 3/138 +[2025-02-27 15:13:22,034 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 4/138 +[2025-02-27 15:13:22,070 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 5/138 +[2025-02-27 15:13:22,101 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 6/138 +[2025-02-27 15:13:22,148 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 7/138 +[2025-02-27 15:13:22,197 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 8/138 +[2025-02-27 15:13:22,229 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 9/138 +[2025-02-27 15:13:22,268 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 10/138 +[2025-02-27 15:13:22,300 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 11/138 +[2025-02-27 15:13:22,341 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 12/138 +[2025-02-27 15:13:22,379 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 13/138 +[2025-02-27 15:13:22,420 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 14/138 +[2025-02-27 15:13:22,451 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 15/138 +[2025-02-27 15:13:22,483 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 16/138 +[2025-02-27 15:13:22,514 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 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15:13:24,709 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 69/138 +[2025-02-27 15:13:24,767 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 70/138 +[2025-02-27 15:13:24,800 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 71/138 +[2025-02-27 15:13:24,841 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 72/138 +[2025-02-27 15:13:24,873 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 73/138 +[2025-02-27 15:13:24,909 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 74/138 +[2025-02-27 15:13:24,959 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 75/138 +[2025-02-27 15:13:25,000 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 76/138 +[2025-02-27 15:13:25,034 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 77/138 +[2025-02-27 15:13:25,067 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 78/138 +[2025-02-27 15:13:25,129 INFO test.py line 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15:13:26,517 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 110/138 +[2025-02-27 15:13:26,565 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 111/138 +[2025-02-27 15:13:26,614 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 112/138 +[2025-02-27 15:13:26,661 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 113/138 +[2025-02-27 15:13:26,708 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 114/138 +[2025-02-27 15:13:26,739 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 115/138 +[2025-02-27 15:13:26,774 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 116/138 +[2025-02-27 15:13:26,805 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 117/138 +[2025-02-27 15:13:26,838 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 118/138 +[2025-02-27 15:13:26,868 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 119/138 +[2025-02-27 15:13:26,900 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 120/138 +[2025-02-27 15:13:26,940 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 121/138 +[2025-02-27 15:13:26,974 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 122/138 +[2025-02-27 15:13:27,007 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 123/138 +[2025-02-27 15:13:27,041 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 124/138 +[2025-02-27 15:13:27,078 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 125/138 +[2025-02-27 15:13:27,112 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 126/138 +[2025-02-27 15:13:27,145 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 127/138 +[2025-02-27 15:13:27,177 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 128/138 +[2025-02-27 15:13:27,211 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 129/138 +[2025-02-27 15:13:27,247 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 130/138 +[2025-02-27 15:13:27,279 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 131/138 +[2025-02-27 15:13:27,310 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 132/138 +[2025-02-27 15:13:27,345 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 133/138 +[2025-02-27 15:13:27,390 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 134/138 +[2025-02-27 15:13:27,433 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 135/138 +[2025-02-27 15:13:27,477 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 136/138 +[2025-02-27 15:13:27,515 INFO test.py line 201 3679208] Test: 34/78-scene0462_00, Batch: 137/138 +[2025-02-27 15:13:27,732 INFO test.py line 289 3679208] Test: scene0462_00 [34/78]-156714 Batch 5.900 (5.747) Accuracy 0.8924 (0.8038) mIoU 0.4466 (0.7306) +[2025-02-27 15:13:27,795 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-02-27 15:13:27,858 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-02-27 15:13:27,885 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-02-27 15:13:27,916 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-02-27 15:13:27,979 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-02-27 15:13:28,005 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 5/113 +[2025-02-27 15:13:28,032 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 6/113 +[2025-02-27 15:13:28,061 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 7/113 +[2025-02-27 15:13:28,113 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 8/113 +[2025-02-27 15:13:28,141 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 9/113 +[2025-02-27 15:13:28,169 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 10/113 +[2025-02-27 15:13:28,206 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 11/113 +[2025-02-27 15:13:28,284 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 12/113 +[2025-02-27 15:13:28,329 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 13/113 +[2025-02-27 15:13:28,370 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 14/113 +[2025-02-27 15:13:28,403 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 15/113 +[2025-02-27 15:13:28,449 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 16/113 +[2025-02-27 15:13:28,473 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 17/113 +[2025-02-27 15:13:28,507 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 18/113 +[2025-02-27 15:13:28,539 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 19/113 +[2025-02-27 15:13:28,564 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 20/113 +[2025-02-27 15:13:28,637 INFO test.py line 201 3679208] Test: 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15:13:31,325 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 83/113 +[2025-02-27 15:13:31,376 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 84/113 +[2025-02-27 15:13:31,428 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 85/113 +[2025-02-27 15:13:31,472 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 86/113 +[2025-02-27 15:13:31,555 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 87/113 +[2025-02-27 15:13:31,610 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 88/113 +[2025-02-27 15:13:31,645 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 89/113 +[2025-02-27 15:13:31,694 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 90/113 +[2025-02-27 15:13:31,767 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 91/113 +[2025-02-27 15:13:31,825 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 92/113 +[2025-02-27 15:13:31,860 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 93/113 +[2025-02-27 15:13:31,898 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 94/113 +[2025-02-27 15:13:31,952 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 95/113 +[2025-02-27 15:13:32,014 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 96/113 +[2025-02-27 15:13:32,055 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 97/113 +[2025-02-27 15:13:32,085 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 98/113 +[2025-02-27 15:13:32,131 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 99/113 +[2025-02-27 15:13:32,174 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 100/113 +[2025-02-27 15:13:32,210 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 101/113 +[2025-02-27 15:13:32,280 INFO test.py line 201 3679208] Test: 35/78-scene0146_00, Batch: 102/113 +[2025-02-27 15:13:32,322 INFO test.py line 201 3679208] Test: 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[35/78]-60438 Batch 5.116 (5.729) Accuracy 0.9306 (0.8048) mIoU 0.4530 (0.7319) +[2025-02-27 15:13:32,891 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-02-27 15:13:32,930 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-02-27 15:13:32,966 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-02-27 15:13:33,000 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-02-27 15:13:33,033 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-02-27 15:13:33,068 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-02-27 15:13:33,112 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 6/134 +[2025-02-27 15:13:33,146 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 7/134 +[2025-02-27 15:13:33,178 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 8/134 +[2025-02-27 15:13:33,238 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 9/134 +[2025-02-27 15:13:33,274 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 10/134 +[2025-02-27 15:13:33,346 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 11/134 +[2025-02-27 15:13:33,384 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 12/134 +[2025-02-27 15:13:33,430 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 13/134 +[2025-02-27 15:13:33,464 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 14/134 +[2025-02-27 15:13:33,506 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 15/134 +[2025-02-27 15:13:33,539 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 16/134 +[2025-02-27 15:13:33,587 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 17/134 +[2025-02-27 15:13:33,621 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 18/134 +[2025-02-27 15:13:33,675 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 19/134 +[2025-02-27 15:13:33,733 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 20/134 +[2025-02-27 15:13:33,772 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 21/134 +[2025-02-27 15:13:33,839 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 22/134 +[2025-02-27 15:13:33,886 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 23/134 +[2025-02-27 15:13:33,925 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 24/134 +[2025-02-27 15:13:33,962 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 25/134 +[2025-02-27 15:13:34,027 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 26/134 +[2025-02-27 15:13:34,064 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 27/134 +[2025-02-27 15:13:34,136 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 28/134 +[2025-02-27 15:13:34,170 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 29/134 +[2025-02-27 15:13:34,202 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 30/134 +[2025-02-27 15:13:34,276 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 31/134 +[2025-02-27 15:13:34,309 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 32/134 +[2025-02-27 15:13:34,373 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 33/134 +[2025-02-27 15:13:34,403 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 34/134 +[2025-02-27 15:13:34,433 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 35/134 +[2025-02-27 15:13:34,471 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 36/134 +[2025-02-27 15:13:34,512 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 37/134 +[2025-02-27 15:13:34,552 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 38/134 +[2025-02-27 15:13:34,585 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 39/134 +[2025-02-27 15:13:34,621 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 40/134 +[2025-02-27 15:13:34,660 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 41/134 +[2025-02-27 15:13:34,693 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 42/134 +[2025-02-27 15:13:34,726 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 43/134 +[2025-02-27 15:13:34,759 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 44/134 +[2025-02-27 15:13:34,816 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 45/134 +[2025-02-27 15:13:34,847 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 46/134 +[2025-02-27 15:13:34,921 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 47/134 +[2025-02-27 15:13:34,960 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 48/134 +[2025-02-27 15:13:34,998 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 49/134 +[2025-02-27 15:13:35,047 INFO test.py line 201 3679208] Test: 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15:13:36,204 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 71/134 +[2025-02-27 15:13:36,250 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 72/134 +[2025-02-27 15:13:36,300 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 73/134 +[2025-02-27 15:13:36,345 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 74/134 +[2025-02-27 15:13:36,391 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 75/134 +[2025-02-27 15:13:36,461 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 76/134 +[2025-02-27 15:13:36,531 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 77/134 +[2025-02-27 15:13:36,591 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 78/134 +[2025-02-27 15:13:36,634 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 79/134 +[2025-02-27 15:13:36,686 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 80/134 +[2025-02-27 15:13:36,743 INFO test.py line 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101/134 +[2025-02-27 15:13:37,537 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 102/134 +[2025-02-27 15:13:37,567 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 103/134 +[2025-02-27 15:13:37,597 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 104/134 +[2025-02-27 15:13:37,640 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 105/134 +[2025-02-27 15:13:37,673 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 106/134 +[2025-02-27 15:13:37,703 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 107/134 +[2025-02-27 15:13:37,759 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 108/134 +[2025-02-27 15:13:37,796 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 109/134 +[2025-02-27 15:13:37,844 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 110/134 +[2025-02-27 15:13:37,873 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 111/134 +[2025-02-27 15:13:37,903 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 112/134 +[2025-02-27 15:13:37,936 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 113/134 +[2025-02-27 15:13:37,973 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 114/134 +[2025-02-27 15:13:38,018 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 115/134 +[2025-02-27 15:13:38,047 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 116/134 +[2025-02-27 15:13:38,082 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 117/134 +[2025-02-27 15:13:38,118 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 118/134 +[2025-02-27 15:13:38,150 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 119/134 +[2025-02-27 15:13:38,179 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 120/134 +[2025-02-27 15:13:38,210 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 121/134 +[2025-02-27 15:13:38,244 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 122/134 +[2025-02-27 15:13:38,276 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 123/134 +[2025-02-27 15:13:38,313 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 124/134 +[2025-02-27 15:13:38,342 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 125/134 +[2025-02-27 15:13:38,375 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 126/134 +[2025-02-27 15:13:38,409 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 127/134 +[2025-02-27 15:13:38,440 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 128/134 +[2025-02-27 15:13:38,479 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 129/134 +[2025-02-27 15:13:38,516 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-02-27 15:13:38,543 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-02-27 15:13:38,573 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-02-27 15:13:38,601 INFO test.py line 201 3679208] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-02-27 15:13:38,753 INFO test.py line 289 3679208] Test: scene0131_01 [36/78]-172221 Batch 5.904 (5.734) Accuracy 0.8844 (0.7887) mIoU 0.2692 (0.7173) +[2025-02-27 15:13:38,783 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-02-27 15:13:38,807 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-02-27 15:13:38,831 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 2/131 +[2025-02-27 15:13:38,854 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 3/131 +[2025-02-27 15:13:38,877 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 4/131 +[2025-02-27 15:13:38,902 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 5/131 +[2025-02-27 15:13:38,926 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 6/131 +[2025-02-27 15:13:38,949 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 7/131 +[2025-02-27 15:13:38,972 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 8/131 +[2025-02-27 15:13:38,997 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 9/131 +[2025-02-27 15:13:39,021 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 10/131 +[2025-02-27 15:13:39,045 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 11/131 +[2025-02-27 15:13:39,068 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 12/131 +[2025-02-27 15:13:39,092 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 13/131 +[2025-02-27 15:13:39,116 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 14/131 +[2025-02-27 15:13:39,141 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 15/131 +[2025-02-27 15:13:39,164 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 16/131 +[2025-02-27 15:13:39,189 INFO test.py line 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15:13:40,507 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 48/131 +[2025-02-27 15:13:40,578 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 49/131 +[2025-02-27 15:13:40,619 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 50/131 +[2025-02-27 15:13:40,662 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 51/131 +[2025-02-27 15:13:40,709 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 52/131 +[2025-02-27 15:13:40,751 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 53/131 +[2025-02-27 15:13:40,813 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 54/131 +[2025-02-27 15:13:40,861 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 55/131 +[2025-02-27 15:13:40,888 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 56/131 +[2025-02-27 15:13:40,917 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 57/131 +[2025-02-27 15:13:40,975 INFO test.py line 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Batch: 119/131 +[2025-02-27 15:13:43,718 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 120/131 +[2025-02-27 15:13:43,759 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 121/131 +[2025-02-27 15:13:43,798 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 122/131 +[2025-02-27 15:13:43,838 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 123/131 +[2025-02-27 15:13:43,901 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 124/131 +[2025-02-27 15:13:43,944 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 125/131 +[2025-02-27 15:13:43,984 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 126/131 +[2025-02-27 15:13:44,024 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 127/131 +[2025-02-27 15:13:44,065 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 128/131 +[2025-02-27 15:13:44,107 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 129/131 +[2025-02-27 15:13:44,180 INFO test.py line 201 3679208] Test: 37/78-scene0086_00, Batch: 130/131 +[2025-02-27 15:13:44,414 INFO test.py line 289 3679208] Test: scene0086_00 [37/78]-124572 Batch 5.661 (5.732) Accuracy 0.9215 (0.7895) mIoU 0.7134 (0.7189) +[2025-02-27 15:13:44,490 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 0/113 +[2025-02-27 15:13:44,541 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 1/113 +[2025-02-27 15:13:44,601 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 2/113 +[2025-02-27 15:13:44,632 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 3/113 +[2025-02-27 15:13:44,662 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 4/113 +[2025-02-27 15:13:44,700 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 5/113 +[2025-02-27 15:13:44,732 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 6/113 +[2025-02-27 15:13:44,789 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:13:45,204 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 18/113 +[2025-02-27 15:13:45,246 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 19/113 +[2025-02-27 15:13:45,285 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 20/113 +[2025-02-27 15:13:45,323 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 21/113 +[2025-02-27 15:13:45,362 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 22/113 +[2025-02-27 15:13:45,402 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 23/113 +[2025-02-27 15:13:45,452 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 24/113 +[2025-02-27 15:13:45,491 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 25/113 +[2025-02-27 15:13:45,530 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 26/113 +[2025-02-27 15:13:45,570 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 27/113 +[2025-02-27 15:13:45,633 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 28/113 +[2025-02-27 15:13:45,674 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 29/113 +[2025-02-27 15:13:45,714 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 30/113 +[2025-02-27 15:13:45,753 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 31/113 +[2025-02-27 15:13:45,791 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 32/113 +[2025-02-27 15:13:45,828 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 33/113 +[2025-02-27 15:13:45,869 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 34/113 +[2025-02-27 15:13:45,933 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 35/113 +[2025-02-27 15:13:45,972 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 36/113 +[2025-02-27 15:13:46,008 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 37/113 +[2025-02-27 15:13:46,046 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 38/113 +[2025-02-27 15:13:46,084 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 39/113 +[2025-02-27 15:13:46,123 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 40/113 +[2025-02-27 15:13:46,162 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 41/113 +[2025-02-27 15:13:46,227 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 42/113 +[2025-02-27 15:13:46,255 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 43/113 +[2025-02-27 15:13:46,283 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 44/113 +[2025-02-27 15:13:46,321 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 45/113 +[2025-02-27 15:13:46,349 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 46/113 +[2025-02-27 15:13:46,376 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 47/113 +[2025-02-27 15:13:46,407 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, 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15:13:46,711 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 59/113 +[2025-02-27 15:13:46,758 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 60/113 +[2025-02-27 15:13:46,787 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 61/113 +[2025-02-27 15:13:46,816 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 62/113 +[2025-02-27 15:13:46,843 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 63/113 +[2025-02-27 15:13:46,873 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 64/113 +[2025-02-27 15:13:46,900 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 65/113 +[2025-02-27 15:13:46,928 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 66/113 +[2025-02-27 15:13:46,955 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 67/113 +[2025-02-27 15:13:46,982 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 68/113 +[2025-02-27 15:13:47,013 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 69/113 +[2025-02-27 15:13:47,048 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 70/113 +[2025-02-27 15:13:47,075 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 71/113 +[2025-02-27 15:13:47,107 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 72/113 +[2025-02-27 15:13:47,136 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 73/113 +[2025-02-27 15:13:47,197 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 74/113 +[2025-02-27 15:13:47,229 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 75/113 +[2025-02-27 15:13:47,262 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 76/113 +[2025-02-27 15:13:47,295 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 77/113 +[2025-02-27 15:13:47,330 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 78/113 +[2025-02-27 15:13:47,378 INFO test.py line 201 3679208] Test: 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15:13:48,165 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 100/113 +[2025-02-27 15:13:48,202 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 101/113 +[2025-02-27 15:13:48,240 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 102/113 +[2025-02-27 15:13:48,276 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 103/113 +[2025-02-27 15:13:48,321 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 104/113 +[2025-02-27 15:13:48,365 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 105/113 +[2025-02-27 15:13:48,392 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 106/113 +[2025-02-27 15:13:48,453 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 107/113 +[2025-02-27 15:13:48,499 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 108/113 +[2025-02-27 15:13:48,558 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 109/113 +[2025-02-27 15:13:48,609 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 110/113 +[2025-02-27 15:13:48,671 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 111/113 +[2025-02-27 15:13:48,744 INFO test.py line 201 3679208] Test: 38/78-scene0196_00, Batch: 112/113 +[2025-02-27 15:13:48,931 INFO test.py line 289 3679208] Test: scene0196_00 [38/78]-146032 Batch 4.516 (5.700) Accuracy 0.9510 (0.7902) mIoU 0.5914 (0.7196) +[2025-02-27 15:13:48,970 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 0/129 +[2025-02-27 15:13:49,005 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 1/129 +[2025-02-27 15:13:49,038 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 2/129 +[2025-02-27 15:13:49,071 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 3/129 +[2025-02-27 15:13:49,108 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 4/129 +[2025-02-27 15:13:49,141 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 5/129 +[2025-02-27 15:13:49,174 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 6/129 +[2025-02-27 15:13:49,214 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 7/129 +[2025-02-27 15:13:49,251 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 8/129 +[2025-02-27 15:13:49,289 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 9/129 +[2025-02-27 15:13:49,345 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 10/129 +[2025-02-27 15:13:49,378 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 11/129 +[2025-02-27 15:13:49,414 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 12/129 +[2025-02-27 15:13:49,444 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 13/129 +[2025-02-27 15:13:49,502 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 14/129 +[2025-02-27 15:13:49,538 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 15/129 +[2025-02-27 15:13:49,568 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 16/129 +[2025-02-27 15:13:49,608 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 17/129 +[2025-02-27 15:13:49,643 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 18/129 +[2025-02-27 15:13:49,681 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 19/129 +[2025-02-27 15:13:49,716 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 20/129 +[2025-02-27 15:13:49,752 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 21/129 +[2025-02-27 15:13:49,814 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 22/129 +[2025-02-27 15:13:49,858 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 23/129 +[2025-02-27 15:13:49,901 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 24/129 +[2025-02-27 15:13:49,960 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 25/129 +[2025-02-27 15:13:49,993 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 26/129 +[2025-02-27 15:13:50,032 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 27/129 +[2025-02-27 15:13:50,066 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 28/129 +[2025-02-27 15:13:50,099 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 29/129 +[2025-02-27 15:13:50,154 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 30/129 +[2025-02-27 15:13:50,204 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 31/129 +[2025-02-27 15:13:50,236 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 32/129 +[2025-02-27 15:13:50,267 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 33/129 +[2025-02-27 15:13:50,297 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 34/129 +[2025-02-27 15:13:50,331 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 35/129 +[2025-02-27 15:13:50,371 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, 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15:13:50,764 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 47/129 +[2025-02-27 15:13:50,793 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 48/129 +[2025-02-27 15:13:50,822 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 49/129 +[2025-02-27 15:13:50,873 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 50/129 +[2025-02-27 15:13:50,905 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 51/129 +[2025-02-27 15:13:50,937 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 52/129 +[2025-02-27 15:13:50,970 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 53/129 +[2025-02-27 15:13:51,003 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 54/129 +[2025-02-27 15:13:51,035 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 55/129 +[2025-02-27 15:13:51,070 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 56/129 +[2025-02-27 15:13:51,132 INFO test.py line 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15:13:52,438 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 88/129 +[2025-02-27 15:13:52,511 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 89/129 +[2025-02-27 15:13:52,546 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 90/129 +[2025-02-27 15:13:52,577 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 91/129 +[2025-02-27 15:13:52,609 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 92/129 +[2025-02-27 15:13:52,660 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 93/129 +[2025-02-27 15:13:52,734 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 94/129 +[2025-02-27 15:13:52,823 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 95/129 +[2025-02-27 15:13:52,900 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 96/129 +[2025-02-27 15:13:53,027 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 97/129 +[2025-02-27 15:13:53,119 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 98/129 +[2025-02-27 15:13:53,201 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 99/129 +[2025-02-27 15:13:53,314 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 100/129 +[2025-02-27 15:13:53,432 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 101/129 +[2025-02-27 15:13:53,512 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 102/129 +[2025-02-27 15:13:53,599 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 103/129 +[2025-02-27 15:13:53,745 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 104/129 +[2025-02-27 15:13:53,801 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 105/129 +[2025-02-27 15:13:53,845 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 106/129 +[2025-02-27 15:13:53,920 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 107/129 +[2025-02-27 15:13:53,978 INFO test.py line 201 3679208] Test: 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Batch: 118/129 +[2025-02-27 15:13:54,722 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 119/129 +[2025-02-27 15:13:54,784 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 120/129 +[2025-02-27 15:13:54,867 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 121/129 +[2025-02-27 15:13:54,940 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 122/129 +[2025-02-27 15:13:54,978 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 123/129 +[2025-02-27 15:13:55,014 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 124/129 +[2025-02-27 15:13:55,090 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 125/129 +[2025-02-27 15:13:55,169 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-02-27 15:13:55,249 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-02-27 15:13:55,338 INFO test.py line 201 3679208] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-02-27 15:13:55,654 INFO test.py line 289 3679208] Test: scene0050_00 [39/78]-211406 Batch 6.722 (5.726) Accuracy 0.7715 (0.7880) mIoU 0.4009 (0.7147) +[2025-02-27 15:13:55,755 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-02-27 15:13:55,796 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-02-27 15:13:55,835 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-02-27 15:13:55,873 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-02-27 15:13:55,916 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-02-27 15:13:56,002 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 5/138 +[2025-02-27 15:13:56,122 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 6/138 +[2025-02-27 15:13:56,223 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 7/138 +[2025-02-27 15:13:56,263 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 8/138 +[2025-02-27 15:13:56,308 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 9/138 +[2025-02-27 15:13:56,347 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 10/138 +[2025-02-27 15:13:56,385 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 11/138 +[2025-02-27 15:13:56,424 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 12/138 +[2025-02-27 15:13:56,464 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 13/138 +[2025-02-27 15:13:56,502 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 14/138 +[2025-02-27 15:13:56,550 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 15/138 +[2025-02-27 15:13:56,622 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 16/138 +[2025-02-27 15:13:56,667 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 17/138 +[2025-02-27 15:13:56,736 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 18/138 +[2025-02-27 15:13:56,805 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 19/138 +[2025-02-27 15:13:56,846 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 20/138 +[2025-02-27 15:13:56,892 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 21/138 +[2025-02-27 15:13:56,937 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 22/138 +[2025-02-27 15:13:56,976 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 23/138 +[2025-02-27 15:13:57,018 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 24/138 +[2025-02-27 15:13:57,071 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 25/138 +[2025-02-27 15:13:57,207 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 26/138 +[2025-02-27 15:13:57,313 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 27/138 +[2025-02-27 15:13:57,419 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 28/138 +[2025-02-27 15:13:57,522 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 29/138 +[2025-02-27 15:13:57,586 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 30/138 +[2025-02-27 15:13:57,629 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 31/138 +[2025-02-27 15:13:57,671 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 32/138 +[2025-02-27 15:13:57,716 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 33/138 +[2025-02-27 15:13:57,797 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 34/138 +[2025-02-27 15:13:57,845 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 35/138 +[2025-02-27 15:13:57,887 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 36/138 +[2025-02-27 15:13:57,929 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 37/138 +[2025-02-27 15:13:57,971 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 38/138 +[2025-02-27 15:13:58,027 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 39/138 +[2025-02-27 15:13:58,066 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 40/138 +[2025-02-27 15:13:58,139 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 41/138 +[2025-02-27 15:13:58,226 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 42/138 +[2025-02-27 15:13:58,340 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 43/138 +[2025-02-27 15:13:58,456 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 44/138 +[2025-02-27 15:13:58,547 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 45/138 +[2025-02-27 15:13:58,631 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 46/138 +[2025-02-27 15:13:58,725 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 47/138 +[2025-02-27 15:13:58,802 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 48/138 +[2025-02-27 15:13:58,849 INFO test.py line 201 3679208] Test: 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15:14:00,176 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 70/138 +[2025-02-27 15:14:00,251 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 71/138 +[2025-02-27 15:14:00,338 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 72/138 +[2025-02-27 15:14:00,375 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 73/138 +[2025-02-27 15:14:00,413 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 74/138 +[2025-02-27 15:14:00,451 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 75/138 +[2025-02-27 15:14:00,492 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 76/138 +[2025-02-27 15:14:00,531 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 77/138 +[2025-02-27 15:14:00,569 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 78/138 +[2025-02-27 15:14:00,610 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 79/138 +[2025-02-27 15:14:00,648 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 80/138 +[2025-02-27 15:14:00,689 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 81/138 +[2025-02-27 15:14:00,748 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 82/138 +[2025-02-27 15:14:00,873 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 83/138 +[2025-02-27 15:14:00,995 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 84/138 +[2025-02-27 15:14:01,116 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 85/138 +[2025-02-27 15:14:01,234 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 86/138 +[2025-02-27 15:14:01,343 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 87/138 +[2025-02-27 15:14:01,432 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 88/138 +[2025-02-27 15:14:01,534 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 89/138 +[2025-02-27 15:14:01,625 INFO test.py line 201 3679208] Test: 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15:14:03,490 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 111/138 +[2025-02-27 15:14:03,619 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 112/138 +[2025-02-27 15:14:03,767 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 113/138 +[2025-02-27 15:14:03,877 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 114/138 +[2025-02-27 15:14:04,026 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 115/138 +[2025-02-27 15:14:04,095 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 116/138 +[2025-02-27 15:14:04,170 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 117/138 +[2025-02-27 15:14:04,219 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 118/138 +[2025-02-27 15:14:04,344 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 119/138 +[2025-02-27 15:14:04,453 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 120/138 +[2025-02-27 15:14:04,560 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 121/138 +[2025-02-27 15:14:04,665 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 122/138 +[2025-02-27 15:14:04,756 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 123/138 +[2025-02-27 15:14:04,840 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 124/138 +[2025-02-27 15:14:04,916 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 125/138 +[2025-02-27 15:14:04,984 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 126/138 +[2025-02-27 15:14:05,087 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 127/138 +[2025-02-27 15:14:05,168 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 128/138 +[2025-02-27 15:14:05,212 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 129/138 +[2025-02-27 15:14:05,252 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 130/138 +[2025-02-27 15:14:05,333 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 131/138 +[2025-02-27 15:14:05,442 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 132/138 +[2025-02-27 15:14:05,551 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 133/138 +[2025-02-27 15:14:05,637 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 134/138 +[2025-02-27 15:14:05,730 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 135/138 +[2025-02-27 15:14:05,840 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 136/138 +[2025-02-27 15:14:05,925 INFO test.py line 201 3679208] Test: 40/78-scene0616_00, Batch: 137/138 +[2025-02-27 15:14:06,344 INFO test.py line 289 3679208] Test: scene0616_00 [40/78]-310248 Batch 10.689 (5.850) Accuracy 0.8228 (0.7825) mIoU 0.4971 (0.7095) +[2025-02-27 15:14:06,386 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-02-27 15:14:06,454 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-02-27 15:14:06,515 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-02-27 15:14:06,550 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 3/142 +[2025-02-27 15:14:06,583 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 4/142 +[2025-02-27 15:14:06,623 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 5/142 +[2025-02-27 15:14:06,660 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 6/142 +[2025-02-27 15:14:06,695 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 7/142 +[2025-02-27 15:14:06,726 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 8/142 +[2025-02-27 15:14:06,816 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 9/142 +[2025-02-27 15:14:06,872 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 10/142 +[2025-02-27 15:14:06,951 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 11/142 +[2025-02-27 15:14:07,048 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 12/142 +[2025-02-27 15:14:07,116 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 13/142 +[2025-02-27 15:14:07,167 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 14/142 +[2025-02-27 15:14:07,207 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 15/142 +[2025-02-27 15:14:07,245 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 16/142 +[2025-02-27 15:14:07,280 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 17/142 +[2025-02-27 15:14:07,320 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 18/142 +[2025-02-27 15:14:07,366 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 19/142 +[2025-02-27 15:14:07,404 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 20/142 +[2025-02-27 15:14:07,444 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 21/142 +[2025-02-27 15:14:07,482 INFO test.py line 201 3679208] Test: 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15:14:08,464 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 43/142 +[2025-02-27 15:14:08,498 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 44/142 +[2025-02-27 15:14:08,550 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 45/142 +[2025-02-27 15:14:08,593 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 46/142 +[2025-02-27 15:14:08,627 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 47/142 +[2025-02-27 15:14:08,660 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 48/142 +[2025-02-27 15:14:08,691 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 49/142 +[2025-02-27 15:14:08,721 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 50/142 +[2025-02-27 15:14:08,751 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 51/142 +[2025-02-27 15:14:08,781 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 52/142 +[2025-02-27 15:14:08,816 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 53/142 +[2025-02-27 15:14:08,851 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 54/142 +[2025-02-27 15:14:08,914 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 55/142 +[2025-02-27 15:14:08,946 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 56/142 +[2025-02-27 15:14:08,975 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 57/142 +[2025-02-27 15:14:09,017 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 58/142 +[2025-02-27 15:14:09,046 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 59/142 +[2025-02-27 15:14:09,084 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 60/142 +[2025-02-27 15:14:09,122 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 61/142 +[2025-02-27 15:14:09,158 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 62/142 +[2025-02-27 15:14:09,190 INFO test.py line 201 3679208] Test: 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15:14:09,870 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 84/142 +[2025-02-27 15:14:09,902 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 85/142 +[2025-02-27 15:14:09,930 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 86/142 +[2025-02-27 15:14:09,961 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 87/142 +[2025-02-27 15:14:09,995 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 88/142 +[2025-02-27 15:14:10,027 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 89/142 +[2025-02-27 15:14:10,061 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 90/142 +[2025-02-27 15:14:10,092 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 91/142 +[2025-02-27 15:14:10,124 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 92/142 +[2025-02-27 15:14:10,156 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 93/142 +[2025-02-27 15:14:10,190 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 94/142 +[2025-02-27 15:14:10,223 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 95/142 +[2025-02-27 15:14:10,254 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 96/142 +[2025-02-27 15:14:10,285 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 97/142 +[2025-02-27 15:14:10,316 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 98/142 +[2025-02-27 15:14:10,348 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 99/142 +[2025-02-27 15:14:10,380 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 100/142 +[2025-02-27 15:14:10,411 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 101/142 +[2025-02-27 15:14:10,446 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 102/142 +[2025-02-27 15:14:10,477 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 103/142 +[2025-02-27 15:14:10,507 INFO test.py line 201 3679208] Test: 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Batch: 114/142 +[2025-02-27 15:14:10,860 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 115/142 +[2025-02-27 15:14:10,891 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 116/142 +[2025-02-27 15:14:10,922 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 117/142 +[2025-02-27 15:14:10,954 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 118/142 +[2025-02-27 15:14:10,985 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 119/142 +[2025-02-27 15:14:11,017 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 120/142 +[2025-02-27 15:14:11,048 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 121/142 +[2025-02-27 15:14:11,085 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 122/142 +[2025-02-27 15:14:11,116 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 123/142 +[2025-02-27 15:14:11,148 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 124/142 +[2025-02-27 15:14:11,177 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 125/142 +[2025-02-27 15:14:11,210 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 126/142 +[2025-02-27 15:14:11,243 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 127/142 +[2025-02-27 15:14:11,273 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 128/142 +[2025-02-27 15:14:11,305 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 129/142 +[2025-02-27 15:14:11,335 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 130/142 +[2025-02-27 15:14:11,366 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 131/142 +[2025-02-27 15:14:11,395 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 132/142 +[2025-02-27 15:14:11,426 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 133/142 +[2025-02-27 15:14:11,455 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 134/142 +[2025-02-27 15:14:11,485 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 135/142 +[2025-02-27 15:14:11,515 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 136/142 +[2025-02-27 15:14:11,544 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 137/142 +[2025-02-27 15:14:11,574 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 138/142 +[2025-02-27 15:14:11,603 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 139/142 +[2025-02-27 15:14:11,633 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 140/142 +[2025-02-27 15:14:11,663 INFO test.py line 201 3679208] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-02-27 15:14:11,842 INFO test.py line 289 3679208] Test: scene0095_00 [41/78]-214895 Batch 5.498 (5.841) Accuracy 0.8843 (0.7822) mIoU 0.5487 (0.7089) +[2025-02-27 15:14:11,866 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-02-27 15:14:11,887 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:14:12,113 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 12/139 +[2025-02-27 15:14:12,135 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 13/139 +[2025-02-27 15:14:12,156 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 14/139 +[2025-02-27 15:14:12,175 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 15/139 +[2025-02-27 15:14:12,195 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 16/139 +[2025-02-27 15:14:12,215 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 17/139 +[2025-02-27 15:14:12,234 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 18/139 +[2025-02-27 15:14:12,253 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 19/139 +[2025-02-27 15:14:12,272 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 20/139 +[2025-02-27 15:14:12,291 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 21/139 +[2025-02-27 15:14:12,311 INFO 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Test: 42/78-scene0701_01, Batch: 32/139 +[2025-02-27 15:14:12,523 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 33/139 +[2025-02-27 15:14:12,543 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 34/139 +[2025-02-27 15:14:12,562 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 35/139 +[2025-02-27 15:14:12,583 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 36/139 +[2025-02-27 15:14:12,602 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 37/139 +[2025-02-27 15:14:12,621 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 38/139 +[2025-02-27 15:14:12,640 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 39/139 +[2025-02-27 15:14:12,660 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 40/139 +[2025-02-27 15:14:12,688 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 41/139 +[2025-02-27 15:14:12,707 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, 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line 201 3679208] Test: 42/78-scene0701_01, Batch: 104/139 +[2025-02-27 15:14:14,172 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 105/139 +[2025-02-27 15:14:14,196 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 106/139 +[2025-02-27 15:14:14,220 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 107/139 +[2025-02-27 15:14:14,243 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 108/139 +[2025-02-27 15:14:14,265 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 109/139 +[2025-02-27 15:14:14,290 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 110/139 +[2025-02-27 15:14:14,313 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 111/139 +[2025-02-27 15:14:14,337 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 112/139 +[2025-02-27 15:14:14,361 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 113/139 +[2025-02-27 15:14:14,385 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 114/139 +[2025-02-27 15:14:14,410 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 115/139 +[2025-02-27 15:14:14,434 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 116/139 +[2025-02-27 15:14:14,458 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 117/139 +[2025-02-27 15:14:14,481 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 118/139 +[2025-02-27 15:14:14,505 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 119/139 +[2025-02-27 15:14:14,529 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 120/139 +[2025-02-27 15:14:14,554 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 121/139 +[2025-02-27 15:14:14,578 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 122/139 +[2025-02-27 15:14:14,604 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 123/139 +[2025-02-27 15:14:14,628 INFO test.py line 201 3679208] Test: 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Batch: 134/139 +[2025-02-27 15:14:14,931 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 135/139 +[2025-02-27 15:14:14,958 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 136/139 +[2025-02-27 15:14:14,983 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 137/139 +[2025-02-27 15:14:15,011 INFO test.py line 201 3679208] Test: 42/78-scene0701_01, Batch: 138/139 +[2025-02-27 15:14:15,103 INFO test.py line 289 3679208] Test: scene0701_01 [42/78]-77206 Batch 3.260 (5.780) Accuracy 0.9700 (0.7854) mIoU 0.7654 (0.7146) +[2025-02-27 15:14:15,132 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-02-27 15:14:15,170 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-02-27 15:14:15,196 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-02-27 15:14:15,219 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-02-27 15:14:15,245 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-02-27 15:14:15,268 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-02-27 15:14:15,295 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-02-27 15:14:15,321 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-02-27 15:14:15,349 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-02-27 15:14:15,372 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-02-27 15:14:15,428 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-02-27 15:14:15,453 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 11/112 +[2025-02-27 15:14:15,485 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 12/112 +[2025-02-27 15:14:15,511 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 13/112 +[2025-02-27 15:14:15,539 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 14/112 +[2025-02-27 15:14:15,565 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 15/112 +[2025-02-27 15:14:15,592 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 16/112 +[2025-02-27 15:14:15,638 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 17/112 +[2025-02-27 15:14:15,664 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 18/112 +[2025-02-27 15:14:15,691 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 19/112 +[2025-02-27 15:14:15,715 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 20/112 +[2025-02-27 15:14:15,743 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 21/112 +[2025-02-27 15:14:15,769 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 22/112 +[2025-02-27 15:14:15,800 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 23/112 +[2025-02-27 15:14:15,826 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 24/112 +[2025-02-27 15:14:15,855 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 25/112 +[2025-02-27 15:14:15,891 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 26/112 +[2025-02-27 15:14:15,948 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 27/112 +[2025-02-27 15:14:15,986 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 28/112 +[2025-02-27 15:14:16,028 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 29/112 +[2025-02-27 15:14:16,066 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 30/112 +[2025-02-27 15:14:16,104 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 31/112 +[2025-02-27 15:14:16,141 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 32/112 +[2025-02-27 15:14:16,178 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 33/112 +[2025-02-27 15:14:16,203 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 34/112 +[2025-02-27 15:14:16,227 INFO test.py line 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15:14:16,972 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 66/112 +[2025-02-27 15:14:16,994 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 67/112 +[2025-02-27 15:14:17,016 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 68/112 +[2025-02-27 15:14:17,040 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 69/112 +[2025-02-27 15:14:17,062 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 70/112 +[2025-02-27 15:14:17,083 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 71/112 +[2025-02-27 15:14:17,105 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 72/112 +[2025-02-27 15:14:17,128 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 73/112 +[2025-02-27 15:14:17,150 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 74/112 +[2025-02-27 15:14:17,172 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 75/112 +[2025-02-27 15:14:17,193 INFO test.py line 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96/112 +[2025-02-27 15:14:17,732 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 97/112 +[2025-02-27 15:14:17,766 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 98/112 +[2025-02-27 15:14:17,794 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 99/112 +[2025-02-27 15:14:17,838 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 100/112 +[2025-02-27 15:14:17,880 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 101/112 +[2025-02-27 15:14:17,911 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 102/112 +[2025-02-27 15:14:17,948 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 103/112 +[2025-02-27 15:14:17,982 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 104/112 +[2025-02-27 15:14:18,012 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 105/112 +[2025-02-27 15:14:18,039 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 106/112 +[2025-02-27 15:14:18,070 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 107/112 +[2025-02-27 15:14:18,093 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 108/112 +[2025-02-27 15:14:18,115 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 109/112 +[2025-02-27 15:14:18,136 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 110/112 +[2025-02-27 15:14:18,159 INFO test.py line 201 3679208] Test: 43/78-scene0406_01, Batch: 111/112 +[2025-02-27 15:14:18,215 INFO test.py line 289 3679208] Test: scene0406_01 [43/78]-45557 Batch 3.112 (5.718) Accuracy 0.9819 (0.7869) mIoU 0.9457 (0.7169) +[2025-02-27 15:14:18,939 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 0/118 +[2025-02-27 15:14:18,992 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 1/118 +[2025-02-27 15:14:19,042 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 2/118 +[2025-02-27 15:14:19,093 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:14:19,653 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 14/118 +[2025-02-27 15:14:19,710 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 15/118 +[2025-02-27 15:14:19,770 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 16/118 +[2025-02-27 15:14:19,831 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 17/118 +[2025-02-27 15:14:19,900 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 18/118 +[2025-02-27 15:14:19,973 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 19/118 +[2025-02-27 15:14:20,037 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 20/118 +[2025-02-27 15:14:20,101 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 21/118 +[2025-02-27 15:14:20,159 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 22/118 +[2025-02-27 15:14:20,216 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 23/118 +[2025-02-27 15:14:20,271 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 24/118 +[2025-02-27 15:14:20,325 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 25/118 +[2025-02-27 15:14:20,380 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 26/118 +[2025-02-27 15:14:20,437 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 27/118 +[2025-02-27 15:14:20,491 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 28/118 +[2025-02-27 15:14:20,545 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 29/118 +[2025-02-27 15:14:20,599 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 30/118 +[2025-02-27 15:14:20,653 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 31/118 +[2025-02-27 15:14:20,713 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 32/118 +[2025-02-27 15:14:20,771 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 33/118 +[2025-02-27 15:14:20,825 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 34/118 +[2025-02-27 15:14:20,876 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 35/118 +[2025-02-27 15:14:20,925 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 36/118 +[2025-02-27 15:14:20,974 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 37/118 +[2025-02-27 15:14:21,023 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 38/118 +[2025-02-27 15:14:21,072 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 39/118 +[2025-02-27 15:14:21,123 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 40/118 +[2025-02-27 15:14:21,169 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 41/118 +[2025-02-27 15:14:21,214 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 42/118 +[2025-02-27 15:14:21,259 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 43/118 +[2025-02-27 15:14:21,305 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 44/118 +[2025-02-27 15:14:21,350 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 45/118 +[2025-02-27 15:14:21,395 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 46/118 +[2025-02-27 15:14:21,440 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 47/118 +[2025-02-27 15:14:21,486 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 48/118 +[2025-02-27 15:14:21,531 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 49/118 +[2025-02-27 15:14:21,578 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 50/118 +[2025-02-27 15:14:21,626 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 51/118 +[2025-02-27 15:14:21,673 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 52/118 +[2025-02-27 15:14:21,719 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 53/118 +[2025-02-27 15:14:21,765 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 54/118 +[2025-02-27 15:14:21,811 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 55/118 +[2025-02-27 15:14:21,857 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 56/118 +[2025-02-27 15:14:21,903 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 57/118 +[2025-02-27 15:14:21,949 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 58/118 +[2025-02-27 15:14:21,995 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 59/118 +[2025-02-27 15:14:22,041 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 60/118 +[2025-02-27 15:14:22,088 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 61/118 +[2025-02-27 15:14:22,135 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 62/118 +[2025-02-27 15:14:22,181 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 63/118 +[2025-02-27 15:14:22,227 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 64/118 +[2025-02-27 15:14:22,273 INFO test.py line 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15:14:23,841 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 96/118 +[2025-02-27 15:14:23,893 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 97/118 +[2025-02-27 15:14:23,944 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 98/118 +[2025-02-27 15:14:23,996 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 99/118 +[2025-02-27 15:14:24,049 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 100/118 +[2025-02-27 15:14:24,101 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 101/118 +[2025-02-27 15:14:24,153 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 102/118 +[2025-02-27 15:14:24,206 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 103/118 +[2025-02-27 15:14:24,261 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 104/118 +[2025-02-27 15:14:24,314 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 105/118 +[2025-02-27 15:14:24,367 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 106/118 +[2025-02-27 15:14:24,420 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 107/118 +[2025-02-27 15:14:24,469 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 108/118 +[2025-02-27 15:14:24,518 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 109/118 +[2025-02-27 15:14:24,567 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 110/118 +[2025-02-27 15:14:24,616 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-02-27 15:14:24,665 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 112/118 +[2025-02-27 15:14:24,725 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 113/118 +[2025-02-27 15:14:24,774 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 114/118 +[2025-02-27 15:14:24,823 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 115/118 +[2025-02-27 15:14:24,872 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 116/118 +[2025-02-27 15:14:24,920 INFO test.py line 201 3679208] Test: 44/78-scene0329_01, Batch: 117/118 +[2025-02-27 15:14:25,317 INFO test.py line 289 3679208] Test: scene0329_01 [44/78]-368473 Batch 6.445 (5.734) Accuracy 0.9583 (0.7891) mIoU 0.6065 (0.7198) +[2025-02-27 15:14:25,352 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 0/104 +[2025-02-27 15:14:25,377 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 1/104 +[2025-02-27 15:14:25,399 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 2/104 +[2025-02-27 15:14:25,421 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-02-27 15:14:25,448 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-02-27 15:14:25,472 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-02-27 15:14:25,496 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-02-27 15:14:25,518 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-02-27 15:14:25,542 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-02-27 15:14:25,565 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-02-27 15:14:25,586 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-02-27 15:14:25,611 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-02-27 15:14:25,634 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-02-27 15:14:25,657 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 13/104 +[2025-02-27 15:14:25,681 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 14/104 +[2025-02-27 15:14:25,698 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 15/104 +[2025-02-27 15:14:25,717 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 16/104 +[2025-02-27 15:14:25,735 INFO test.py line 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15:14:26,520 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 48/104 +[2025-02-27 15:14:26,553 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 49/104 +[2025-02-27 15:14:26,586 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 50/104 +[2025-02-27 15:14:26,615 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 51/104 +[2025-02-27 15:14:26,646 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 52/104 +[2025-02-27 15:14:26,669 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 53/104 +[2025-02-27 15:14:26,693 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 54/104 +[2025-02-27 15:14:26,718 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 55/104 +[2025-02-27 15:14:26,741 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 56/104 +[2025-02-27 15:14:26,779 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 57/104 +[2025-02-27 15:14:26,815 INFO test.py line 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15:14:27,818 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 89/104 +[2025-02-27 15:14:27,853 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 90/104 +[2025-02-27 15:14:27,884 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 91/104 +[2025-02-27 15:14:27,912 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 92/104 +[2025-02-27 15:14:27,941 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 93/104 +[2025-02-27 15:14:27,971 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 94/104 +[2025-02-27 15:14:27,998 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 95/104 +[2025-02-27 15:14:28,030 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 96/104 +[2025-02-27 15:14:28,063 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 97/104 +[2025-02-27 15:14:28,092 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 98/104 +[2025-02-27 15:14:28,120 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 99/104 +[2025-02-27 15:14:28,152 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 100/104 +[2025-02-27 15:14:28,182 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-02-27 15:14:28,218 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-02-27 15:14:28,249 INFO test.py line 201 3679208] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-02-27 15:14:28,308 INFO test.py line 289 3679208] Test: scene0100_01 [45/78]-51211 Batch 2.991 (5.673) Accuracy 0.9115 (0.7894) mIoU 0.5759 (0.7182) +[2025-02-27 15:14:28,340 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-02-27 15:14:28,363 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-02-27 15:14:28,387 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-02-27 15:14:28,413 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-02-27 15:14:28,440 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-02-27 15:14:28,472 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-02-27 15:14:28,497 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-02-27 15:14:28,541 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-02-27 15:14:28,576 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-02-27 15:14:28,618 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-02-27 15:14:28,674 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-02-27 15:14:28,708 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 11/127 +[2025-02-27 15:14:28,726 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 12/127 +[2025-02-27 15:14:28,747 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 13/127 +[2025-02-27 15:14:28,765 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 14/127 +[2025-02-27 15:14:28,785 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 15/127 +[2025-02-27 15:14:28,804 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 16/127 +[2025-02-27 15:14:28,824 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 17/127 +[2025-02-27 15:14:28,844 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 18/127 +[2025-02-27 15:14:28,870 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 19/127 +[2025-02-27 15:14:28,889 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 20/127 +[2025-02-27 15:14:28,909 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 21/127 +[2025-02-27 15:14:28,929 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 22/127 +[2025-02-27 15:14:28,949 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 23/127 +[2025-02-27 15:14:28,984 INFO test.py line 201 3679208] Test: 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15:14:29,760 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 45/127 +[2025-02-27 15:14:29,785 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 46/127 +[2025-02-27 15:14:29,845 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 47/127 +[2025-02-27 15:14:29,881 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 48/127 +[2025-02-27 15:14:29,930 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 49/127 +[2025-02-27 15:14:29,980 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 50/127 +[2025-02-27 15:14:30,029 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 51/127 +[2025-02-27 15:14:30,086 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 52/127 +[2025-02-27 15:14:30,129 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 53/127 +[2025-02-27 15:14:30,202 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 54/127 +[2025-02-27 15:14:30,241 INFO test.py line 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Batch: 116/127 +[2025-02-27 15:14:32,817 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 117/127 +[2025-02-27 15:14:32,876 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 118/127 +[2025-02-27 15:14:32,955 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 119/127 +[2025-02-27 15:14:32,992 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 120/127 +[2025-02-27 15:14:33,024 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 121/127 +[2025-02-27 15:14:33,075 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 122/127 +[2025-02-27 15:14:33,138 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 123/127 +[2025-02-27 15:14:33,192 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 124/127 +[2025-02-27 15:14:33,253 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 125/127 +[2025-02-27 15:14:33,318 INFO test.py line 201 3679208] Test: 46/78-scene0664_02, Batch: 126/127 +[2025-02-27 15:14:33,430 INFO test.py line 289 3679208] Test: scene0664_02 [46/78]-46804 Batch 5.122 (5.661) Accuracy 0.9178 (0.7850) mIoU 0.7677 (0.7151) +[2025-02-27 15:14:33,498 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 0/126 +[2025-02-27 15:14:33,535 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 1/126 +[2025-02-27 15:14:33,620 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 2/126 +[2025-02-27 15:14:33,701 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 3/126 +[2025-02-27 15:14:33,743 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 4/126 +[2025-02-27 15:14:33,806 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 5/126 +[2025-02-27 15:14:33,858 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 6/126 +[2025-02-27 15:14:33,940 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 7/126 +[2025-02-27 15:14:33,987 INFO test.py line 201 3679208] Test: 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15:14:35,000 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 29/126 +[2025-02-27 15:14:35,032 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 30/126 +[2025-02-27 15:14:35,095 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 31/126 +[2025-02-27 15:14:35,130 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 32/126 +[2025-02-27 15:14:35,176 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 33/126 +[2025-02-27 15:14:35,218 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 34/126 +[2025-02-27 15:14:35,267 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 35/126 +[2025-02-27 15:14:35,312 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 36/126 +[2025-02-27 15:14:35,357 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 37/126 +[2025-02-27 15:14:35,399 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 38/126 +[2025-02-27 15:14:35,432 INFO test.py line 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15:14:38,419 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 111/126 +[2025-02-27 15:14:38,463 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 112/126 +[2025-02-27 15:14:38,511 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 113/126 +[2025-02-27 15:14:38,553 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 114/126 +[2025-02-27 15:14:38,598 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 115/126 +[2025-02-27 15:14:38,642 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 116/126 +[2025-02-27 15:14:38,690 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 117/126 +[2025-02-27 15:14:38,731 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 118/126 +[2025-02-27 15:14:38,776 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 119/126 +[2025-02-27 15:14:38,838 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 120/126 +[2025-02-27 15:14:38,881 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 121/126 +[2025-02-27 15:14:38,909 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 122/126 +[2025-02-27 15:14:38,937 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 123/126 +[2025-02-27 15:14:38,964 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 124/126 +[2025-02-27 15:14:39,021 INFO test.py line 201 3679208] Test: 47/78-scene0357_00, Batch: 125/126 +[2025-02-27 15:14:39,154 INFO test.py line 289 3679208] Test: scene0357_00 [47/78]-136945 Batch 5.723 (5.663) Accuracy 0.7704 (0.7824) mIoU 0.3344 (0.7131) +[2025-02-27 15:14:39,190 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 0/125 +[2025-02-27 15:14:39,231 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 1/125 +[2025-02-27 15:14:39,262 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 2/125 +[2025-02-27 15:14:39,296 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 3/125 +[2025-02-27 15:14:39,330 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 4/125 +[2025-02-27 15:14:39,359 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 5/125 +[2025-02-27 15:14:39,392 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 6/125 +[2025-02-27 15:14:39,421 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 7/125 +[2025-02-27 15:14:39,455 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 8/125 +[2025-02-27 15:14:39,487 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 9/125 +[2025-02-27 15:14:39,536 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 10/125 +[2025-02-27 15:14:39,566 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 11/125 +[2025-02-27 15:14:39,596 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 12/125 +[2025-02-27 15:14:39,625 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 13/125 +[2025-02-27 15:14:39,673 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 14/125 +[2025-02-27 15:14:39,703 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 15/125 +[2025-02-27 15:14:39,736 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 16/125 +[2025-02-27 15:14:39,767 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 17/125 +[2025-02-27 15:14:39,797 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 18/125 +[2025-02-27 15:14:39,836 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 19/125 +[2025-02-27 15:14:39,892 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 20/125 +[2025-02-27 15:14:39,923 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 21/125 +[2025-02-27 15:14:39,979 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 22/125 +[2025-02-27 15:14:40,010 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 23/125 +[2025-02-27 15:14:40,043 INFO test.py line 201 3679208] 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15:14:41,089 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 45/125 +[2025-02-27 15:14:41,123 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 46/125 +[2025-02-27 15:14:41,177 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 47/125 +[2025-02-27 15:14:41,251 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 48/125 +[2025-02-27 15:14:41,300 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 49/125 +[2025-02-27 15:14:41,350 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 50/125 +[2025-02-27 15:14:41,399 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 51/125 +[2025-02-27 15:14:41,454 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 52/125 +[2025-02-27 15:14:41,506 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 53/125 +[2025-02-27 15:14:41,583 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 54/125 +[2025-02-27 15:14:41,633 INFO test.py line 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15:14:43,208 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 86/125 +[2025-02-27 15:14:43,259 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 87/125 +[2025-02-27 15:14:43,318 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 88/125 +[2025-02-27 15:14:43,386 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 89/125 +[2025-02-27 15:14:43,424 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 90/125 +[2025-02-27 15:14:43,461 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 91/125 +[2025-02-27 15:14:43,499 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 92/125 +[2025-02-27 15:14:43,566 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 93/125 +[2025-02-27 15:14:43,604 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 94/125 +[2025-02-27 15:14:43,641 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 95/125 +[2025-02-27 15:14:43,714 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 96/125 +[2025-02-27 15:14:43,764 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 97/125 +[2025-02-27 15:14:43,805 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 98/125 +[2025-02-27 15:14:43,849 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 99/125 +[2025-02-27 15:14:43,899 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 100/125 +[2025-02-27 15:14:43,939 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 101/125 +[2025-02-27 15:14:43,982 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 102/125 +[2025-02-27 15:14:44,068 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 103/125 +[2025-02-27 15:14:44,115 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 104/125 +[2025-02-27 15:14:44,164 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 105/125 +[2025-02-27 15:14:44,199 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 106/125 +[2025-02-27 15:14:44,234 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 107/125 +[2025-02-27 15:14:44,336 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 108/125 +[2025-02-27 15:14:44,383 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 109/125 +[2025-02-27 15:14:44,457 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 110/125 +[2025-02-27 15:14:44,493 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 111/125 +[2025-02-27 15:14:44,544 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 112/125 +[2025-02-27 15:14:44,622 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 113/125 +[2025-02-27 15:14:44,674 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-02-27 15:14:44,711 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-02-27 15:14:44,750 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-02-27 15:14:44,807 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-02-27 15:14:44,868 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-02-27 15:14:44,903 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-02-27 15:14:44,966 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-02-27 15:14:45,062 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-02-27 15:14:45,116 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-02-27 15:14:45,165 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-02-27 15:14:45,216 INFO test.py line 201 3679208] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-02-27 15:14:45,504 INFO test.py line 289 3679208] Test: scene0474_00 [48/78]-182281 Batch 6.349 (5.677) Accuracy 0.9413 (0.7836) mIoU 0.6578 (0.7153) +[2025-02-27 15:14:45,559 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-02-27 15:14:45,616 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-02-27 15:14:45,680 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-02-27 15:14:45,734 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-02-27 15:14:45,807 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-02-27 15:14:45,854 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-02-27 15:14:45,885 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-02-27 15:14:45,957 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-02-27 15:14:45,992 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-02-27 15:14:46,021 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-02-27 15:14:46,053 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-02-27 15:14:46,090 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 11/134 +[2025-02-27 15:14:46,120 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 12/134 +[2025-02-27 15:14:46,177 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 13/134 +[2025-02-27 15:14:46,215 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 14/134 +[2025-02-27 15:14:46,250 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 15/134 +[2025-02-27 15:14:46,283 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 16/134 +[2025-02-27 15:14:46,312 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 17/134 +[2025-02-27 15:14:46,366 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 18/134 +[2025-02-27 15:14:46,395 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 19/134 +[2025-02-27 15:14:46,431 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 20/134 +[2025-02-27 15:14:46,462 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 21/134 +[2025-02-27 15:14:46,492 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-02-27 15:14:46,521 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-02-27 15:14:46,582 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-02-27 15:14:46,615 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 25/134 +[2025-02-27 15:14:46,650 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 26/134 +[2025-02-27 15:14:46,680 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 27/134 +[2025-02-27 15:14:46,719 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 28/134 +[2025-02-27 15:14:46,749 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 29/134 +[2025-02-27 15:14:46,789 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 30/134 +[2025-02-27 15:14:46,819 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 31/134 +[2025-02-27 15:14:46,862 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 32/134 +[2025-02-27 15:14:46,896 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 33/134 +[2025-02-27 15:14:46,931 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 34/134 +[2025-02-27 15:14:46,985 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 35/134 +[2025-02-27 15:14:47,047 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 36/134 +[2025-02-27 15:14:47,095 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 37/134 +[2025-02-27 15:14:47,150 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 38/134 +[2025-02-27 15:14:47,191 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 39/134 +[2025-02-27 15:14:47,239 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 40/134 +[2025-02-27 15:14:47,308 INFO test.py line 201 3679208] Test: 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15:14:48,364 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 62/134 +[2025-02-27 15:14:48,407 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 63/134 +[2025-02-27 15:14:48,463 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 64/134 +[2025-02-27 15:14:48,499 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 65/134 +[2025-02-27 15:14:48,559 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 66/134 +[2025-02-27 15:14:48,604 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 67/134 +[2025-02-27 15:14:48,633 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 68/134 +[2025-02-27 15:14:48,661 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 69/134 +[2025-02-27 15:14:48,691 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 70/134 +[2025-02-27 15:14:48,720 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 71/134 +[2025-02-27 15:14:48,751 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 72/134 +[2025-02-27 15:14:48,788 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 73/134 +[2025-02-27 15:14:48,816 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 74/134 +[2025-02-27 15:14:48,843 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 75/134 +[2025-02-27 15:14:48,871 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 76/134 +[2025-02-27 15:14:48,900 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 77/134 +[2025-02-27 15:14:48,934 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 78/134 +[2025-02-27 15:14:48,976 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 79/134 +[2025-02-27 15:14:49,003 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 80/134 +[2025-02-27 15:14:49,035 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 81/134 +[2025-02-27 15:14:49,064 INFO test.py line 201 3679208] Test: 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92/134 +[2025-02-27 15:14:49,437 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 93/134 +[2025-02-27 15:14:49,472 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 94/134 +[2025-02-27 15:14:49,508 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 95/134 +[2025-02-27 15:14:49,552 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 96/134 +[2025-02-27 15:14:49,624 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 97/134 +[2025-02-27 15:14:49,682 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 98/134 +[2025-02-27 15:14:49,715 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 99/134 +[2025-02-27 15:14:49,746 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 100/134 +[2025-02-27 15:14:49,798 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 101/134 +[2025-02-27 15:14:49,840 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 102/134 +[2025-02-27 15:14:49,894 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 103/134 +[2025-02-27 15:14:49,923 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 104/134 +[2025-02-27 15:14:49,989 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 105/134 +[2025-02-27 15:14:50,038 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 106/134 +[2025-02-27 15:14:50,077 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 107/134 +[2025-02-27 15:14:50,138 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 108/134 +[2025-02-27 15:14:50,175 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 109/134 +[2025-02-27 15:14:50,213 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 110/134 +[2025-02-27 15:14:50,246 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-02-27 15:14:50,311 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-02-27 15:14:50,379 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-02-27 15:14:50,443 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-02-27 15:14:50,526 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-02-27 15:14:50,581 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-02-27 15:14:50,611 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-02-27 15:14:50,670 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-02-27 15:14:50,719 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-02-27 15:14:50,757 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-02-27 15:14:50,823 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-02-27 15:14:50,868 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-02-27 15:14:50,907 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-02-27 15:14:50,974 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-02-27 15:14:51,058 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-02-27 15:14:51,099 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-02-27 15:14:51,146 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-02-27 15:14:51,185 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-02-27 15:14:51,232 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-02-27 15:14:51,280 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-02-27 15:14:51,317 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-02-27 15:14:51,372 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-02-27 15:14:51,441 INFO test.py line 201 3679208] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-02-27 15:14:51,711 INFO test.py line 289 3679208] Test: scene0300_01 [49/78]-173223 Batch 6.207 (5.688) Accuracy 0.8614 (0.7817) mIoU 0.4007 (0.7141) +[2025-02-27 15:14:51,766 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-02-27 15:14:51,814 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-02-27 15:14:51,845 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 2/138 +[2025-02-27 15:14:51,872 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 3/138 +[2025-02-27 15:14:51,905 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 4/138 +[2025-02-27 15:14:51,933 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 5/138 +[2025-02-27 15:14:51,961 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 6/138 +[2025-02-27 15:14:51,990 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 7/138 +[2025-02-27 15:14:52,029 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 8/138 +[2025-02-27 15:14:52,065 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 9/138 +[2025-02-27 15:14:52,096 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 10/138 +[2025-02-27 15:14:52,125 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 11/138 +[2025-02-27 15:14:52,159 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 12/138 +[2025-02-27 15:14:52,189 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-02-27 15:14:52,220 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-02-27 15:14:52,274 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-02-27 15:14:52,304 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 16/138 +[2025-02-27 15:14:52,334 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 17/138 +[2025-02-27 15:14:52,364 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 18/138 +[2025-02-27 15:14:52,435 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 19/138 +[2025-02-27 15:14:52,467 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 20/138 +[2025-02-27 15:14:52,500 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 21/138 +[2025-02-27 15:14:52,535 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 22/138 +[2025-02-27 15:14:52,573 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 23/138 +[2025-02-27 15:14:52,611 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 24/138 +[2025-02-27 15:14:52,645 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 25/138 +[2025-02-27 15:14:52,669 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 26/138 +[2025-02-27 15:14:52,695 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 27/138 +[2025-02-27 15:14:52,721 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 28/138 +[2025-02-27 15:14:52,746 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 29/138 +[2025-02-27 15:14:52,772 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 30/138 +[2025-02-27 15:14:52,801 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 31/138 +[2025-02-27 15:14:52,828 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 32/138 +[2025-02-27 15:14:52,853 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 33/138 +[2025-02-27 15:14:52,880 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 34/138 +[2025-02-27 15:14:52,903 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 35/138 +[2025-02-27 15:14:52,928 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 36/138 +[2025-02-27 15:14:52,952 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 37/138 +[2025-02-27 15:14:52,979 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 38/138 +[2025-02-27 15:14:53,008 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 39/138 +[2025-02-27 15:14:53,032 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 40/138 +[2025-02-27 15:14:53,055 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 41/138 +[2025-02-27 15:14:53,078 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 42/138 +[2025-02-27 15:14:53,110 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 43/138 +[2025-02-27 15:14:53,139 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 44/138 +[2025-02-27 15:14:53,169 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 45/138 +[2025-02-27 15:14:53,202 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 46/138 +[2025-02-27 15:14:53,236 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 47/138 +[2025-02-27 15:14:53,276 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 48/138 +[2025-02-27 15:14:53,316 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 49/138 +[2025-02-27 15:14:53,352 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 50/138 +[2025-02-27 15:14:53,412 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 51/138 +[2025-02-27 15:14:53,455 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 52/138 +[2025-02-27 15:14:53,489 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 53/138 +[2025-02-27 15:14:53,522 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 54/138 +[2025-02-27 15:14:53,572 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 55/138 +[2025-02-27 15:14:53,633 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 56/138 +[2025-02-27 15:14:53,672 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 57/138 +[2025-02-27 15:14:53,709 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 58/138 +[2025-02-27 15:14:53,755 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 59/138 +[2025-02-27 15:14:53,788 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 60/138 +[2025-02-27 15:14:53,820 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 61/138 +[2025-02-27 15:14:53,872 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 62/138 +[2025-02-27 15:14:53,901 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 63/138 +[2025-02-27 15:14:53,928 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 64/138 +[2025-02-27 15:14:53,976 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 65/138 +[2025-02-27 15:14:54,000 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 66/138 +[2025-02-27 15:14:54,031 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 67/138 +[2025-02-27 15:14:54,056 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 68/138 +[2025-02-27 15:14:54,083 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 69/138 +[2025-02-27 15:14:54,110 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 70/138 +[2025-02-27 15:14:54,141 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 71/138 +[2025-02-27 15:14:54,167 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 72/138 +[2025-02-27 15:14:54,200 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 73/138 +[2025-02-27 15:14:54,225 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 74/138 +[2025-02-27 15:14:54,251 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 75/138 +[2025-02-27 15:14:54,291 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 76/138 +[2025-02-27 15:14:54,362 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 77/138 +[2025-02-27 15:14:54,393 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 78/138 +[2025-02-27 15:14:54,447 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 79/138 +[2025-02-27 15:14:54,500 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 80/138 +[2025-02-27 15:14:54,542 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 81/138 +[2025-02-27 15:14:54,571 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 82/138 +[2025-02-27 15:14:54,601 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 83/138 +[2025-02-27 15:14:54,628 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 84/138 +[2025-02-27 15:14:54,651 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 85/138 +[2025-02-27 15:14:54,678 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 86/138 +[2025-02-27 15:14:54,707 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 87/138 +[2025-02-27 15:14:54,752 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 88/138 +[2025-02-27 15:14:54,778 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 89/138 +[2025-02-27 15:14:54,809 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 90/138 +[2025-02-27 15:14:54,854 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 91/138 +[2025-02-27 15:14:54,884 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 92/138 +[2025-02-27 15:14:54,911 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 93/138 +[2025-02-27 15:14:54,938 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 94/138 +[2025-02-27 15:14:55,001 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 95/138 +[2025-02-27 15:14:55,026 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 96/138 +[2025-02-27 15:14:55,091 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 97/138 +[2025-02-27 15:14:55,120 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 98/138 +[2025-02-27 15:14:55,153 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 99/138 +[2025-02-27 15:14:55,192 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 100/138 +[2025-02-27 15:14:55,233 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 101/138 +[2025-02-27 15:14:55,309 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 102/138 +[2025-02-27 15:14:55,385 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 103/138 +[2025-02-27 15:14:55,428 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 104/138 +[2025-02-27 15:14:55,467 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 105/138 +[2025-02-27 15:14:55,520 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 106/138 +[2025-02-27 15:14:55,551 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 107/138 +[2025-02-27 15:14:55,603 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 108/138 +[2025-02-27 15:14:55,637 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 109/138 +[2025-02-27 15:14:55,680 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 110/138 +[2025-02-27 15:14:55,741 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-02-27 15:14:55,780 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-02-27 15:14:55,831 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-02-27 15:14:55,865 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-02-27 15:14:55,924 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-02-27 15:14:55,991 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-02-27 15:14:56,032 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-02-27 15:14:56,082 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-02-27 15:14:56,119 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-02-27 15:14:56,151 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-02-27 15:14:56,218 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-02-27 15:14:56,262 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-02-27 15:14:56,301 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-02-27 15:14:56,337 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-02-27 15:14:56,363 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-02-27 15:14:56,400 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-02-27 15:14:56,432 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-02-27 15:14:56,472 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 128/138 +[2025-02-27 15:14:56,497 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 129/138 +[2025-02-27 15:14:56,525 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 130/138 +[2025-02-27 15:14:56,552 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 131/138 +[2025-02-27 15:14:56,581 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 132/138 +[2025-02-27 15:14:56,638 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 133/138 +[2025-02-27 15:14:56,664 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 134/138 +[2025-02-27 15:14:56,695 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 135/138 +[2025-02-27 15:14:56,726 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 136/138 +[2025-02-27 15:14:56,753 INFO test.py line 201 3679208] Test: 50/78-scene0426_03, Batch: 137/138 +[2025-02-27 15:14:56,872 INFO test.py line 289 3679208] Test: scene0426_03 [50/78]-126181 Batch 5.160 (5.677) Accuracy 0.8889 (0.7822) mIoU 0.4665 (0.7148) +[2025-02-27 15:14:56,899 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-02-27 15:14:56,959 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 1/121 +[2025-02-27 15:14:56,983 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 2/121 +[2025-02-27 15:14:57,032 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 3/121 +[2025-02-27 15:14:57,055 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 4/121 +[2025-02-27 15:14:57,104 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 5/121 +[2025-02-27 15:14:57,141 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 6/121 +[2025-02-27 15:14:57,174 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 7/121 +[2025-02-27 15:14:57,198 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 8/121 +[2025-02-27 15:14:57,232 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 9/121 +[2025-02-27 15:14:57,266 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 10/121 +[2025-02-27 15:14:57,293 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 11/121 +[2025-02-27 15:14:57,344 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-02-27 15:14:57,381 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-02-27 15:14:57,408 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 14/121 +[2025-02-27 15:14:57,460 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 15/121 +[2025-02-27 15:14:57,485 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 16/121 +[2025-02-27 15:14:57,508 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 17/121 +[2025-02-27 15:14:57,538 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 18/121 +[2025-02-27 15:14:57,564 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 19/121 +[2025-02-27 15:14:57,592 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 20/121 +[2025-02-27 15:14:57,625 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 21/121 +[2025-02-27 15:14:57,678 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 22/121 +[2025-02-27 15:14:57,716 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 23/121 +[2025-02-27 15:14:57,738 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 24/121 +[2025-02-27 15:14:57,766 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 25/121 +[2025-02-27 15:14:57,823 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 26/121 +[2025-02-27 15:14:57,851 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 27/121 +[2025-02-27 15:14:57,875 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 28/121 +[2025-02-27 15:14:57,899 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 29/121 +[2025-02-27 15:14:57,923 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 30/121 +[2025-02-27 15:14:57,949 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 31/121 +[2025-02-27 15:14:57,980 INFO test.py line 201 3679208] 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line 201 3679208] Test: 51/78-scene0256_00, Batch: 104/121 +[2025-02-27 15:15:00,912 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 105/121 +[2025-02-27 15:15:00,966 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 106/121 +[2025-02-27 15:15:01,005 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 107/121 +[2025-02-27 15:15:01,043 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 108/121 +[2025-02-27 15:15:01,108 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 109/121 +[2025-02-27 15:15:01,136 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 110/121 +[2025-02-27 15:15:01,162 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 111/121 +[2025-02-27 15:15:01,190 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-02-27 15:15:01,218 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-02-27 15:15:01,252 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-02-27 15:15:01,281 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-02-27 15:15:01,309 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-02-27 15:15:01,339 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-02-27 15:15:01,373 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 118/121 +[2025-02-27 15:15:01,401 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 119/121 +[2025-02-27 15:15:01,427 INFO test.py line 201 3679208] Test: 51/78-scene0256_00, Batch: 120/121 +[2025-02-27 15:15:01,563 INFO test.py line 289 3679208] Test: scene0256_00 [51/78]-108517 Batch 4.691 (5.658) Accuracy 0.8940 (0.7913) mIoU 0.4500 (0.7239) +[2025-02-27 15:15:01,598 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 0/139 +[2025-02-27 15:15:01,680 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 1/139 +[2025-02-27 15:15:01,716 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 2/139 +[2025-02-27 15:15:01,751 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 3/139 +[2025-02-27 15:15:01,817 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 4/139 +[2025-02-27 15:15:01,851 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 5/139 +[2025-02-27 15:15:01,891 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 6/139 +[2025-02-27 15:15:01,932 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 7/139 +[2025-02-27 15:15:01,969 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 8/139 +[2025-02-27 15:15:02,009 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 9/139 +[2025-02-27 15:15:02,060 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 10/139 +[2025-02-27 15:15:02,103 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 11/139 +[2025-02-27 15:15:02,139 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 12/139 +[2025-02-27 15:15:02,172 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 13/139 +[2025-02-27 15:15:02,208 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 14/139 +[2025-02-27 15:15:02,277 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 15/139 +[2025-02-27 15:15:02,319 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 16/139 +[2025-02-27 15:15:02,359 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 17/139 +[2025-02-27 15:15:02,410 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 18/139 +[2025-02-27 15:15:02,482 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 19/139 +[2025-02-27 15:15:02,539 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 20/139 +[2025-02-27 15:15:02,585 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 21/139 +[2025-02-27 15:15:02,627 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:15:06,800 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 125/139 +[2025-02-27 15:15:06,839 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 126/139 +[2025-02-27 15:15:06,879 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 127/139 +[2025-02-27 15:15:06,948 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 128/139 +[2025-02-27 15:15:06,995 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 129/139 +[2025-02-27 15:15:07,038 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 130/139 +[2025-02-27 15:15:07,083 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 131/139 +[2025-02-27 15:15:07,123 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 132/139 +[2025-02-27 15:15:07,168 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 133/139 +[2025-02-27 15:15:07,204 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 134/139 +[2025-02-27 15:15:07,255 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 135/139 +[2025-02-27 15:15:07,285 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 136/139 +[2025-02-27 15:15:07,315 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 137/139 +[2025-02-27 15:15:07,345 INFO test.py line 201 3679208] Test: 52/78-scene0221_00, Batch: 138/139 +[2025-02-27 15:15:07,510 INFO test.py line 289 3679208] Test: scene0221_00 [52/78]-185828 Batch 5.946 (5.663) Accuracy 0.9074 (0.7941) mIoU 0.5214 (0.7239) +[2025-02-27 15:15:07,539 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 0/155 +[2025-02-27 15:15:07,560 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 1/155 +[2025-02-27 15:15:07,588 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 2/155 +[2025-02-27 15:15:07,628 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 3/155 +[2025-02-27 15:15:07,659 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:15:07,974 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 15/155 +[2025-02-27 15:15:08,014 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 16/155 +[2025-02-27 15:15:08,056 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 17/155 +[2025-02-27 15:15:08,082 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 18/155 +[2025-02-27 15:15:08,110 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 19/155 +[2025-02-27 15:15:08,140 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 20/155 +[2025-02-27 15:15:08,190 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 21/155 +[2025-02-27 15:15:08,214 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 22/155 +[2025-02-27 15:15:08,249 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 23/155 +[2025-02-27 15:15:08,287 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 24/155 +[2025-02-27 15:15:08,324 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 25/155 +[2025-02-27 15:15:08,359 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 26/155 +[2025-02-27 15:15:08,388 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 27/155 +[2025-02-27 15:15:08,454 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 28/155 +[2025-02-27 15:15:08,487 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 29/155 +[2025-02-27 15:15:08,517 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 30/155 +[2025-02-27 15:15:08,552 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 31/155 +[2025-02-27 15:15:08,589 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 32/155 +[2025-02-27 15:15:08,614 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 33/155 +[2025-02-27 15:15:08,646 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 34/155 +[2025-02-27 15:15:08,672 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 35/155 +[2025-02-27 15:15:08,699 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 36/155 +[2025-02-27 15:15:08,735 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 37/155 +[2025-02-27 15:15:08,758 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 38/155 +[2025-02-27 15:15:08,778 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 39/155 +[2025-02-27 15:15:08,798 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 40/155 +[2025-02-27 15:15:08,818 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 41/155 +[2025-02-27 15:15:08,837 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 42/155 +[2025-02-27 15:15:08,857 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 43/155 +[2025-02-27 15:15:08,881 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 44/155 +[2025-02-27 15:15:08,908 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, 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Batch: 137/155 +[2025-02-27 15:15:12,566 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 138/155 +[2025-02-27 15:15:12,591 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 139/155 +[2025-02-27 15:15:12,653 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 140/155 +[2025-02-27 15:15:12,703 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 141/155 +[2025-02-27 15:15:12,724 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 142/155 +[2025-02-27 15:15:12,748 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 143/155 +[2025-02-27 15:15:12,776 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 144/155 +[2025-02-27 15:15:12,799 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 145/155 +[2025-02-27 15:15:12,866 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 146/155 +[2025-02-27 15:15:12,917 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 147/155 +[2025-02-27 15:15:12,956 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 148/155 +[2025-02-27 15:15:12,991 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 149/155 +[2025-02-27 15:15:13,027 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 150/155 +[2025-02-27 15:15:13,074 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 151/155 +[2025-02-27 15:15:13,117 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 152/155 +[2025-02-27 15:15:13,155 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 153/155 +[2025-02-27 15:15:13,201 INFO test.py line 201 3679208] Test: 53/78-scene0146_01, Batch: 154/155 +[2025-02-27 15:15:13,305 INFO test.py line 289 3679208] Test: scene0146_01 [53/78]-59330 Batch 5.794 (5.666) Accuracy 0.9454 (0.7944) mIoU 0.5346 (0.7243) +[2025-02-27 15:15:13,348 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-02-27 15:15:13,405 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:15:13,899 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 12/155 +[2025-02-27 15:15:13,959 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 13/155 +[2025-02-27 15:15:13,990 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 14/155 +[2025-02-27 15:15:14,020 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 15/155 +[2025-02-27 15:15:14,050 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 16/155 +[2025-02-27 15:15:14,109 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 17/155 +[2025-02-27 15:15:14,145 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 18/155 +[2025-02-27 15:15:14,173 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 19/155 +[2025-02-27 15:15:14,203 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 20/155 +[2025-02-27 15:15:14,252 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 21/155 +[2025-02-27 15:15:14,286 INFO 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Test: 54/78-scene0697_03, Batch: 32/155 +[2025-02-27 15:15:14,766 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 33/155 +[2025-02-27 15:15:14,817 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 34/155 +[2025-02-27 15:15:14,858 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 35/155 +[2025-02-27 15:15:14,903 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 36/155 +[2025-02-27 15:15:14,978 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 37/155 +[2025-02-27 15:15:15,022 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 38/155 +[2025-02-27 15:15:15,052 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 39/155 +[2025-02-27 15:15:15,081 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 40/155 +[2025-02-27 15:15:15,139 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 41/155 +[2025-02-27 15:15:15,181 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, 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line 201 3679208] Test: 54/78-scene0697_03, Batch: 104/155 +[2025-02-27 15:15:17,464 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 105/155 +[2025-02-27 15:15:17,501 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 106/155 +[2025-02-27 15:15:17,535 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 107/155 +[2025-02-27 15:15:17,574 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 108/155 +[2025-02-27 15:15:17,607 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 109/155 +[2025-02-27 15:15:17,640 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 110/155 +[2025-02-27 15:15:17,674 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 111/155 +[2025-02-27 15:15:17,714 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 112/155 +[2025-02-27 15:15:17,757 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 113/155 +[2025-02-27 15:15:17,788 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 114/155 +[2025-02-27 15:15:17,828 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 115/155 +[2025-02-27 15:15:17,861 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 116/155 +[2025-02-27 15:15:17,894 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 117/155 +[2025-02-27 15:15:17,928 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 118/155 +[2025-02-27 15:15:17,970 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 119/155 +[2025-02-27 15:15:18,005 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 120/155 +[2025-02-27 15:15:18,047 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 121/155 +[2025-02-27 15:15:18,079 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 122/155 +[2025-02-27 15:15:18,118 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 123/155 +[2025-02-27 15:15:18,180 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:15:18,985 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 145/155 +[2025-02-27 15:15:19,020 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 146/155 +[2025-02-27 15:15:19,056 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 147/155 +[2025-02-27 15:15:19,088 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 148/155 +[2025-02-27 15:15:19,121 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 149/155 +[2025-02-27 15:15:19,156 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 150/155 +[2025-02-27 15:15:19,189 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 151/155 +[2025-02-27 15:15:19,223 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 152/155 +[2025-02-27 15:15:19,263 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 153/155 +[2025-02-27 15:15:19,295 INFO test.py line 201 3679208] Test: 54/78-scene0697_03, Batch: 154/155 +[2025-02-27 15:15:19,569 INFO test.py line 289 3679208] Test: scene0697_03 [54/78]-165912 Batch 6.263 (5.677) Accuracy 0.7268 (0.7911) mIoU 0.2350 (0.7210) +[2025-02-27 15:15:19,608 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 0/126 +[2025-02-27 15:15:19,636 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 1/126 +[2025-02-27 15:15:19,672 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 2/126 +[2025-02-27 15:15:19,727 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 3/126 +[2025-02-27 15:15:19,758 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 4/126 +[2025-02-27 15:15:19,809 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 5/126 +[2025-02-27 15:15:19,862 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 6/126 +[2025-02-27 15:15:19,903 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 7/126 +[2025-02-27 15:15:19,932 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, 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15:15:23,069 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 101/126 +[2025-02-27 15:15:23,095 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 102/126 +[2025-02-27 15:15:23,123 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 103/126 +[2025-02-27 15:15:23,152 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 104/126 +[2025-02-27 15:15:23,188 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 105/126 +[2025-02-27 15:15:23,245 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 106/126 +[2025-02-27 15:15:23,293 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 107/126 +[2025-02-27 15:15:23,357 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 108/126 +[2025-02-27 15:15:23,401 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 109/126 +[2025-02-27 15:15:23,453 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 110/126 +[2025-02-27 15:15:23,512 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 111/126 +[2025-02-27 15:15:23,561 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 112/126 +[2025-02-27 15:15:23,611 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 113/126 +[2025-02-27 15:15:23,667 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 114/126 +[2025-02-27 15:15:23,712 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 115/126 +[2025-02-27 15:15:23,787 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 116/126 +[2025-02-27 15:15:23,821 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 117/126 +[2025-02-27 15:15:23,855 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 118/126 +[2025-02-27 15:15:23,891 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 119/126 +[2025-02-27 15:15:23,932 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-02-27 15:15:23,963 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-02-27 15:15:24,020 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-02-27 15:15:24,086 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-02-27 15:15:24,126 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-02-27 15:15:24,156 INFO test.py line 201 3679208] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-02-27 15:15:24,274 INFO test.py line 289 3679208] Test: scene0655_02 [55/78]-133857 Batch 4.705 (5.659) Accuracy 0.9931 (0.7915) mIoU 0.9855 (0.7216) +[2025-02-27 15:15:24,316 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-02-27 15:15:24,348 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 1/138 +[2025-02-27 15:15:24,379 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 2/138 +[2025-02-27 15:15:24,415 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 3/138 +[2025-02-27 15:15:24,449 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 4/138 +[2025-02-27 15:15:24,480 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 5/138 +[2025-02-27 15:15:24,509 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 6/138 +[2025-02-27 15:15:24,538 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 7/138 +[2025-02-27 15:15:24,568 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 8/138 +[2025-02-27 15:15:24,603 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 9/138 +[2025-02-27 15:15:24,635 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 10/138 +[2025-02-27 15:15:24,661 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 11/138 +[2025-02-27 15:15:24,687 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 12/138 +[2025-02-27 15:15:24,732 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 13/138 +[2025-02-27 15:15:24,768 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 14/138 +[2025-02-27 15:15:24,792 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 15/138 +[2025-02-27 15:15:24,818 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 16/138 +[2025-02-27 15:15:24,869 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 17/138 +[2025-02-27 15:15:24,911 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 18/138 +[2025-02-27 15:15:24,960 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 19/138 +[2025-02-27 15:15:25,017 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 20/138 +[2025-02-27 15:15:25,055 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 21/138 +[2025-02-27 15:15:25,110 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 22/138 +[2025-02-27 15:15:25,170 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 23/138 +[2025-02-27 15:15:25,230 INFO test.py line 201 3679208] Test: 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15:15:26,120 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 45/138 +[2025-02-27 15:15:26,158 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 46/138 +[2025-02-27 15:15:26,194 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 47/138 +[2025-02-27 15:15:26,235 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 48/138 +[2025-02-27 15:15:26,284 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 49/138 +[2025-02-27 15:15:26,332 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 50/138 +[2025-02-27 15:15:26,384 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 51/138 +[2025-02-27 15:15:26,442 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 52/138 +[2025-02-27 15:15:26,511 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 53/138 +[2025-02-27 15:15:26,565 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 54/138 +[2025-02-27 15:15:26,606 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 55/138 +[2025-02-27 15:15:26,676 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 56/138 +[2025-02-27 15:15:26,717 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 57/138 +[2025-02-27 15:15:26,756 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 58/138 +[2025-02-27 15:15:26,796 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 59/138 +[2025-02-27 15:15:26,849 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 60/138 +[2025-02-27 15:15:26,870 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 61/138 +[2025-02-27 15:15:26,892 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 62/138 +[2025-02-27 15:15:26,911 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 63/138 +[2025-02-27 15:15:26,931 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 64/138 +[2025-02-27 15:15:26,951 INFO test.py line 201 3679208] Test: 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15:15:27,536 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 86/138 +[2025-02-27 15:15:27,570 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 87/138 +[2025-02-27 15:15:27,625 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 88/138 +[2025-02-27 15:15:27,656 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 89/138 +[2025-02-27 15:15:27,692 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 90/138 +[2025-02-27 15:15:27,717 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 91/138 +[2025-02-27 15:15:27,762 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 92/138 +[2025-02-27 15:15:27,783 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 93/138 +[2025-02-27 15:15:27,807 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 94/138 +[2025-02-27 15:15:27,831 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 95/138 +[2025-02-27 15:15:27,867 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 96/138 +[2025-02-27 15:15:27,890 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 97/138 +[2025-02-27 15:15:27,972 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 98/138 +[2025-02-27 15:15:28,014 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 99/138 +[2025-02-27 15:15:28,054 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 100/138 +[2025-02-27 15:15:28,093 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 101/138 +[2025-02-27 15:15:28,132 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 102/138 +[2025-02-27 15:15:28,174 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 103/138 +[2025-02-27 15:15:28,250 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 104/138 +[2025-02-27 15:15:28,289 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 105/138 +[2025-02-27 15:15:28,346 INFO test.py line 201 3679208] Test: 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Batch: 116/138 +[2025-02-27 15:15:28,826 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 117/138 +[2025-02-27 15:15:28,865 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 118/138 +[2025-02-27 15:15:28,918 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 119/138 +[2025-02-27 15:15:28,983 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 120/138 +[2025-02-27 15:15:29,027 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 121/138 +[2025-02-27 15:15:29,091 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 122/138 +[2025-02-27 15:15:29,115 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 123/138 +[2025-02-27 15:15:29,157 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 124/138 +[2025-02-27 15:15:29,183 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 125/138 +[2025-02-27 15:15:29,208 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 126/138 +[2025-02-27 15:15:29,234 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 127/138 +[2025-02-27 15:15:29,261 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 128/138 +[2025-02-27 15:15:29,288 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 129/138 +[2025-02-27 15:15:29,323 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 130/138 +[2025-02-27 15:15:29,351 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 131/138 +[2025-02-27 15:15:29,378 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 132/138 +[2025-02-27 15:15:29,439 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 133/138 +[2025-02-27 15:15:29,469 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 134/138 +[2025-02-27 15:15:29,524 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 135/138 +[2025-02-27 15:15:29,583 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 136/138 +[2025-02-27 15:15:29,610 INFO test.py line 201 3679208] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-02-27 15:15:29,693 INFO test.py line 289 3679208] Test: scene0553_02 [56/78]-67632 Batch 5.418 (5.655) Accuracy 0.9806 (0.7924) mIoU 0.6693 (0.7227) +[2025-02-27 15:15:29,734 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-02-27 15:15:29,769 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-02-27 15:15:29,815 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 2/143 +[2025-02-27 15:15:29,858 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 3/143 +[2025-02-27 15:15:29,891 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 4/143 +[2025-02-27 15:15:29,926 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 5/143 +[2025-02-27 15:15:29,971 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 6/143 +[2025-02-27 15:15:30,013 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, 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15:15:30,441 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 18/143 +[2025-02-27 15:15:30,475 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 19/143 +[2025-02-27 15:15:30,506 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 20/143 +[2025-02-27 15:15:30,537 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 21/143 +[2025-02-27 15:15:30,570 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 22/143 +[2025-02-27 15:15:30,606 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 23/143 +[2025-02-27 15:15:30,642 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 24/143 +[2025-02-27 15:15:30,689 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 25/143 +[2025-02-27 15:15:30,735 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 26/143 +[2025-02-27 15:15:30,782 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 27/143 +[2025-02-27 15:15:30,814 INFO test.py line 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15:15:32,161 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 59/143 +[2025-02-27 15:15:32,216 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 60/143 +[2025-02-27 15:15:32,247 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 61/143 +[2025-02-27 15:15:32,287 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 62/143 +[2025-02-27 15:15:32,330 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 63/143 +[2025-02-27 15:15:32,360 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 64/143 +[2025-02-27 15:15:32,391 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 65/143 +[2025-02-27 15:15:32,422 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 66/143 +[2025-02-27 15:15:32,453 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 67/143 +[2025-02-27 15:15:32,482 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 68/143 +[2025-02-27 15:15:32,513 INFO test.py line 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15:15:33,693 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 100/143 +[2025-02-27 15:15:33,726 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 101/143 +[2025-02-27 15:15:33,764 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 102/143 +[2025-02-27 15:15:33,842 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 103/143 +[2025-02-27 15:15:33,887 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 104/143 +[2025-02-27 15:15:33,964 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 105/143 +[2025-02-27 15:15:34,009 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 106/143 +[2025-02-27 15:15:34,061 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 107/143 +[2025-02-27 15:15:34,100 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 108/143 +[2025-02-27 15:15:34,139 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 109/143 +[2025-02-27 15:15:34,175 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 110/143 +[2025-02-27 15:15:34,229 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 111/143 +[2025-02-27 15:15:34,289 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 112/143 +[2025-02-27 15:15:34,322 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 113/143 +[2025-02-27 15:15:34,357 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 114/143 +[2025-02-27 15:15:34,394 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 115/143 +[2025-02-27 15:15:34,428 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 116/143 +[2025-02-27 15:15:34,463 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 117/143 +[2025-02-27 15:15:34,499 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 118/143 +[2025-02-27 15:15:34,533 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 119/143 +[2025-02-27 15:15:34,576 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 120/143 +[2025-02-27 15:15:34,610 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 121/143 +[2025-02-27 15:15:34,642 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 122/143 +[2025-02-27 15:15:34,673 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 123/143 +[2025-02-27 15:15:34,705 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 124/143 +[2025-02-27 15:15:34,738 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 125/143 +[2025-02-27 15:15:34,772 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 126/143 +[2025-02-27 15:15:34,804 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 127/143 +[2025-02-27 15:15:34,836 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 128/143 +[2025-02-27 15:15:34,872 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 129/143 +[2025-02-27 15:15:34,910 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 130/143 +[2025-02-27 15:15:34,944 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 131/143 +[2025-02-27 15:15:34,977 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 132/143 +[2025-02-27 15:15:35,010 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 133/143 +[2025-02-27 15:15:35,044 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 134/143 +[2025-02-27 15:15:35,077 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 135/143 +[2025-02-27 15:15:35,121 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 136/143 +[2025-02-27 15:15:35,167 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 137/143 +[2025-02-27 15:15:35,225 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 138/143 +[2025-02-27 15:15:35,279 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 139/143 +[2025-02-27 15:15:35,338 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 140/143 +[2025-02-27 15:15:35,385 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 141/143 +[2025-02-27 15:15:35,442 INFO test.py line 201 3679208] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-02-27 15:15:35,649 INFO test.py line 289 3679208] Test: scene0025_00 [57/78]-173392 Batch 5.955 (5.660) Accuracy 0.9244 (0.7936) mIoU 0.6342 (0.7243) +[2025-02-27 15:15:35,719 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-02-27 15:15:35,751 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-02-27 15:15:35,791 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-02-27 15:15:35,843 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-02-27 15:15:35,884 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 4/108 +[2025-02-27 15:15:35,923 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 5/108 +[2025-02-27 15:15:35,961 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 6/108 +[2025-02-27 15:15:36,068 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 7/108 +[2025-02-27 15:15:36,121 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 8/108 +[2025-02-27 15:15:36,168 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 9/108 +[2025-02-27 15:15:36,218 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 10/108 +[2025-02-27 15:15:36,261 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 11/108 +[2025-02-27 15:15:36,303 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 12/108 +[2025-02-27 15:15:36,328 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 13/108 +[2025-02-27 15:15:36,362 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 14/108 +[2025-02-27 15:15:36,388 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 15/108 +[2025-02-27 15:15:36,417 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 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15:15:36,837 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 27/108 +[2025-02-27 15:15:36,869 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 28/108 +[2025-02-27 15:15:36,894 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 29/108 +[2025-02-27 15:15:36,920 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 30/108 +[2025-02-27 15:15:36,948 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 31/108 +[2025-02-27 15:15:36,999 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 32/108 +[2025-02-27 15:15:37,027 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 33/108 +[2025-02-27 15:15:37,054 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 34/108 +[2025-02-27 15:15:37,111 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 35/108 +[2025-02-27 15:15:37,142 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 36/108 +[2025-02-27 15:15:37,184 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 37/108 +[2025-02-27 15:15:37,218 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 38/108 +[2025-02-27 15:15:37,244 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 39/108 +[2025-02-27 15:15:37,281 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 40/108 +[2025-02-27 15:15:37,319 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 41/108 +[2025-02-27 15:15:37,367 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 42/108 +[2025-02-27 15:15:37,392 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 43/108 +[2025-02-27 15:15:37,423 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 44/108 +[2025-02-27 15:15:37,453 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 45/108 +[2025-02-27 15:15:37,485 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 46/108 +[2025-02-27 15:15:37,509 INFO test.py line 201 3679208] Test: 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15:15:38,390 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 68/108 +[2025-02-27 15:15:38,438 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 69/108 +[2025-02-27 15:15:38,477 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 70/108 +[2025-02-27 15:15:38,521 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 71/108 +[2025-02-27 15:15:38,563 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 72/108 +[2025-02-27 15:15:38,628 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 73/108 +[2025-02-27 15:15:38,667 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 74/108 +[2025-02-27 15:15:38,733 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 75/108 +[2025-02-27 15:15:38,769 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 76/108 +[2025-02-27 15:15:38,806 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 77/108 +[2025-02-27 15:15:38,866 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 78/108 +[2025-02-27 15:15:38,904 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 79/108 +[2025-02-27 15:15:38,947 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 80/108 +[2025-02-27 15:15:38,979 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 81/108 +[2025-02-27 15:15:39,022 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 82/108 +[2025-02-27 15:15:39,064 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 83/108 +[2025-02-27 15:15:39,097 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 84/108 +[2025-02-27 15:15:39,151 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 85/108 +[2025-02-27 15:15:39,192 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 86/108 +[2025-02-27 15:15:39,218 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 87/108 +[2025-02-27 15:15:39,247 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 88/108 +[2025-02-27 15:15:39,271 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 89/108 +[2025-02-27 15:15:39,311 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 90/108 +[2025-02-27 15:15:39,346 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 91/108 +[2025-02-27 15:15:39,372 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 92/108 +[2025-02-27 15:15:39,398 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 93/108 +[2025-02-27 15:15:39,455 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 94/108 +[2025-02-27 15:15:39,515 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 95/108 +[2025-02-27 15:15:39,546 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 96/108 +[2025-02-27 15:15:39,576 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 97/108 +[2025-02-27 15:15:39,601 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 98/108 +[2025-02-27 15:15:39,630 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 99/108 +[2025-02-27 15:15:39,657 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 100/108 +[2025-02-27 15:15:39,683 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 101/108 +[2025-02-27 15:15:39,721 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 102/108 +[2025-02-27 15:15:39,751 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 103/108 +[2025-02-27 15:15:39,774 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 104/108 +[2025-02-27 15:15:39,799 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 105/108 +[2025-02-27 15:15:39,825 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 106/108 +[2025-02-27 15:15:39,866 INFO test.py line 201 3679208] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-02-27 15:15:39,920 INFO test.py line 289 3679208] Test: scene0693_02 [58/78]-47996 Batch 4.271 (5.636) Accuracy 0.9351 (0.7947) mIoU 0.6362 (0.7244) +[2025-02-27 15:15:39,984 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-02-27 15:15:40,021 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 1/138 +[2025-02-27 15:15:40,059 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 2/138 +[2025-02-27 15:15:40,102 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 3/138 +[2025-02-27 15:15:40,152 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 4/138 +[2025-02-27 15:15:40,198 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 5/138 +[2025-02-27 15:15:40,247 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 6/138 +[2025-02-27 15:15:40,301 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 7/138 +[2025-02-27 15:15:40,354 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 8/138 +[2025-02-27 15:15:40,409 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 9/138 +[2025-02-27 15:15:40,494 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 10/138 +[2025-02-27 15:15:40,547 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 11/138 +[2025-02-27 15:15:40,621 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 12/138 +[2025-02-27 15:15:40,681 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 13/138 +[2025-02-27 15:15:40,722 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 14/138 +[2025-02-27 15:15:40,774 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 15/138 +[2025-02-27 15:15:40,814 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 16/138 +[2025-02-27 15:15:40,879 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 17/138 +[2025-02-27 15:15:40,956 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 18/138 +[2025-02-27 15:15:40,995 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 19/138 +[2025-02-27 15:15:41,054 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 20/138 +[2025-02-27 15:15:41,141 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 21/138 +[2025-02-27 15:15:41,199 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 22/138 +[2025-02-27 15:15:41,244 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 23/138 +[2025-02-27 15:15:41,329 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 24/138 +[2025-02-27 15:15:41,383 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 25/138 +[2025-02-27 15:15:41,475 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 26/138 +[2025-02-27 15:15:41,517 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 27/138 +[2025-02-27 15:15:41,564 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 28/138 +[2025-02-27 15:15:41,604 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 29/138 +[2025-02-27 15:15:41,644 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 30/138 +[2025-02-27 15:15:41,715 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 31/138 +[2025-02-27 15:15:41,759 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 32/138 +[2025-02-27 15:15:41,845 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 33/138 +[2025-02-27 15:15:41,892 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 34/138 +[2025-02-27 15:15:41,937 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 35/138 +[2025-02-27 15:15:41,991 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 36/138 +[2025-02-27 15:15:42,040 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 37/138 +[2025-02-27 15:15:42,091 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 38/138 +[2025-02-27 15:15:42,155 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 39/138 +[2025-02-27 15:15:42,208 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 40/138 +[2025-02-27 15:15:42,264 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 41/138 +[2025-02-27 15:15:42,348 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 42/138 +[2025-02-27 15:15:42,389 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 43/138 +[2025-02-27 15:15:42,463 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 44/138 +[2025-02-27 15:15:42,502 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 45/138 +[2025-02-27 15:15:42,543 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 46/138 +[2025-02-27 15:15:42,596 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 47/138 +[2025-02-27 15:15:42,661 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 48/138 +[2025-02-27 15:15:42,712 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 49/138 +[2025-02-27 15:15:42,764 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 50/138 +[2025-02-27 15:15:42,800 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 51/138 +[2025-02-27 15:15:42,839 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 52/138 +[2025-02-27 15:15:42,877 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 53/138 +[2025-02-27 15:15:42,914 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 54/138 +[2025-02-27 15:15:42,950 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 55/138 +[2025-02-27 15:15:42,985 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 56/138 +[2025-02-27 15:15:43,021 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 57/138 +[2025-02-27 15:15:43,057 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 58/138 +[2025-02-27 15:15:43,097 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 59/138 +[2025-02-27 15:15:43,138 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 60/138 +[2025-02-27 15:15:43,174 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 61/138 +[2025-02-27 15:15:43,210 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 62/138 +[2025-02-27 15:15:43,259 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 63/138 +[2025-02-27 15:15:43,306 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 64/138 +[2025-02-27 15:15:43,356 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 65/138 +[2025-02-27 15:15:43,432 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 66/138 +[2025-02-27 15:15:43,477 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 67/138 +[2025-02-27 15:15:43,533 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 68/138 +[2025-02-27 15:15:43,572 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 69/138 +[2025-02-27 15:15:43,609 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 70/138 +[2025-02-27 15:15:43,649 INFO test.py line 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test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 112/138 +[2025-02-27 15:15:45,812 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 113/138 +[2025-02-27 15:15:45,866 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 114/138 +[2025-02-27 15:15:45,907 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 115/138 +[2025-02-27 15:15:45,958 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 116/138 +[2025-02-27 15:15:46,006 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 117/138 +[2025-02-27 15:15:46,054 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 118/138 +[2025-02-27 15:15:46,098 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 119/138 +[2025-02-27 15:15:46,148 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 120/138 +[2025-02-27 15:15:46,200 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 121/138 +[2025-02-27 15:15:46,241 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 122/138 +[2025-02-27 15:15:46,287 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 123/138 +[2025-02-27 15:15:46,330 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 124/138 +[2025-02-27 15:15:46,374 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 125/138 +[2025-02-27 15:15:46,414 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 126/138 +[2025-02-27 15:15:46,459 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 127/138 +[2025-02-27 15:15:46,506 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 128/138 +[2025-02-27 15:15:46,543 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 129/138 +[2025-02-27 15:15:46,583 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 130/138 +[2025-02-27 15:15:46,624 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 131/138 +[2025-02-27 15:15:46,660 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 132/138 +[2025-02-27 15:15:46,718 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 133/138 +[2025-02-27 15:15:46,761 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 134/138 +[2025-02-27 15:15:46,802 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 135/138 +[2025-02-27 15:15:46,872 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 136/138 +[2025-02-27 15:15:46,908 INFO test.py line 201 3679208] Test: 59/78-scene0665_00, Batch: 137/138 +[2025-02-27 15:15:47,331 INFO test.py line 289 3679208] Test: scene0665_00 [59/78]-252726 Batch 7.410 (5.666) Accuracy 0.8985 (0.7926) mIoU 0.5092 (0.7226) +[2025-02-27 15:15:47,376 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 0/148 +[2025-02-27 15:15:47,425 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 1/148 +[2025-02-27 15:15:47,458 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 2/148 +[2025-02-27 15:15:47,493 INFO 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+[2025-02-27 15:15:52,182 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 116/148 +[2025-02-27 15:15:52,226 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 117/148 +[2025-02-27 15:15:52,269 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 118/148 +[2025-02-27 15:15:52,305 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 119/148 +[2025-02-27 15:15:52,352 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 120/148 +[2025-02-27 15:15:52,397 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 121/148 +[2025-02-27 15:15:52,430 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 122/148 +[2025-02-27 15:15:52,466 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 123/148 +[2025-02-27 15:15:52,500 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 124/148 +[2025-02-27 15:15:52,537 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 125/148 +[2025-02-27 15:15:52,572 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 126/148 +[2025-02-27 15:15:52,610 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 127/148 +[2025-02-27 15:15:52,676 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 128/148 +[2025-02-27 15:15:52,727 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 129/148 +[2025-02-27 15:15:52,769 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 130/148 +[2025-02-27 15:15:52,818 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 131/148 +[2025-02-27 15:15:52,853 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 132/148 +[2025-02-27 15:15:52,893 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 133/148 +[2025-02-27 15:15:52,927 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 134/148 +[2025-02-27 15:15:52,965 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 135/148 +[2025-02-27 15:15:52,998 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 136/148 +[2025-02-27 15:15:53,031 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 137/148 +[2025-02-27 15:15:53,066 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 138/148 +[2025-02-27 15:15:53,100 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 139/148 +[2025-02-27 15:15:53,153 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 140/148 +[2025-02-27 15:15:53,194 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 141/148 +[2025-02-27 15:15:53,227 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 142/148 +[2025-02-27 15:15:53,290 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 143/148 +[2025-02-27 15:15:53,326 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 144/148 +[2025-02-27 15:15:53,360 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 145/148 +[2025-02-27 15:15:53,393 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 146/148 +[2025-02-27 15:15:53,425 INFO test.py line 201 3679208] Test: 60/78-scene0647_01, Batch: 147/148 +[2025-02-27 15:15:53,647 INFO test.py line 289 3679208] Test: scene0647_01 [60/78]-194360 Batch 6.316 (5.677) Accuracy 0.9096 (0.7936) mIoU 0.6041 (0.7231) +[2025-02-27 15:15:53,679 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 0/134 +[2025-02-27 15:15:53,708 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 1/134 +[2025-02-27 15:15:53,737 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 2/134 +[2025-02-27 15:15:53,764 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 3/134 +[2025-02-27 15:15:53,793 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 4/134 +[2025-02-27 15:15:53,829 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 5/134 +[2025-02-27 15:15:53,855 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 6/134 +[2025-02-27 15:15:53,881 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 7/134 +[2025-02-27 15:15:53,911 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 8/134 +[2025-02-27 15:15:53,938 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 9/134 +[2025-02-27 15:15:53,965 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 10/134 +[2025-02-27 15:15:53,990 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 11/134 +[2025-02-27 15:15:54,028 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 12/134 +[2025-02-27 15:15:54,055 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 13/134 +[2025-02-27 15:15:54,084 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 14/134 +[2025-02-27 15:15:54,120 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 15/134 +[2025-02-27 15:15:54,148 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 16/134 +[2025-02-27 15:15:54,173 INFO test.py line 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Batch: 119/134 +[2025-02-27 15:15:58,176 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 120/134 +[2025-02-27 15:15:58,204 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 121/134 +[2025-02-27 15:15:58,231 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 122/134 +[2025-02-27 15:15:58,290 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 123/134 +[2025-02-27 15:15:58,338 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 124/134 +[2025-02-27 15:15:58,364 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 125/134 +[2025-02-27 15:15:58,414 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 126/134 +[2025-02-27 15:15:58,456 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 127/134 +[2025-02-27 15:15:58,493 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 128/134 +[2025-02-27 15:15:58,518 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 129/134 +[2025-02-27 15:15:58,545 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 130/134 +[2025-02-27 15:15:58,576 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 131/134 +[2025-02-27 15:15:58,604 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 132/134 +[2025-02-27 15:15:58,632 INFO test.py line 201 3679208] Test: 61/78-scene0558_00, Batch: 133/134 +[2025-02-27 15:15:58,742 INFO test.py line 289 3679208] Test: scene0558_00 [61/78]-92953 Batch 5.094 (5.668) Accuracy 0.9194 (0.7935) mIoU 0.3992 (0.7223) +[2025-02-27 15:15:58,775 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 0/139 +[2025-02-27 15:15:58,829 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-02-27 15:15:58,864 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 2/139 +[2025-02-27 15:15:58,895 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 3/139 +[2025-02-27 15:15:58,933 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:15:59,402 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 15/139 +[2025-02-27 15:15:59,450 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 16/139 +[2025-02-27 15:15:59,488 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 17/139 +[2025-02-27 15:15:59,552 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 18/139 +[2025-02-27 15:15:59,611 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 19/139 +[2025-02-27 15:15:59,666 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 20/139 +[2025-02-27 15:15:59,717 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 21/139 +[2025-02-27 15:15:59,759 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 22/139 +[2025-02-27 15:15:59,795 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 23/139 +[2025-02-27 15:15:59,837 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 24/139 +[2025-02-27 15:15:59,876 INFO 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Test: 62/78-scene0084_02, Batch: 35/139 +[2025-02-27 15:16:00,332 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 36/139 +[2025-02-27 15:16:00,395 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 37/139 +[2025-02-27 15:16:00,466 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 38/139 +[2025-02-27 15:16:00,524 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 39/139 +[2025-02-27 15:16:00,552 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 40/139 +[2025-02-27 15:16:00,581 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 41/139 +[2025-02-27 15:16:00,605 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 42/139 +[2025-02-27 15:16:00,632 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 43/139 +[2025-02-27 15:16:00,677 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 44/139 +[2025-02-27 15:16:00,699 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, 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15:16:01,121 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 56/139 +[2025-02-27 15:16:01,147 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 57/139 +[2025-02-27 15:16:01,174 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 58/139 +[2025-02-27 15:16:01,206 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 59/139 +[2025-02-27 15:16:01,262 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 60/139 +[2025-02-27 15:16:01,300 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 61/139 +[2025-02-27 15:16:01,333 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 62/139 +[2025-02-27 15:16:01,360 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 63/139 +[2025-02-27 15:16:01,388 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 64/139 +[2025-02-27 15:16:01,416 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 65/139 +[2025-02-27 15:16:01,447 INFO test.py line 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15:16:02,742 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 97/139 +[2025-02-27 15:16:02,786 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 98/139 +[2025-02-27 15:16:02,812 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 99/139 +[2025-02-27 15:16:02,836 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 100/139 +[2025-02-27 15:16:02,871 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 101/139 +[2025-02-27 15:16:02,897 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 102/139 +[2025-02-27 15:16:02,932 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 103/139 +[2025-02-27 15:16:02,955 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 104/139 +[2025-02-27 15:16:02,991 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 105/139 +[2025-02-27 15:16:03,019 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 106/139 +[2025-02-27 15:16:03,061 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 107/139 +[2025-02-27 15:16:03,098 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 108/139 +[2025-02-27 15:16:03,122 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 109/139 +[2025-02-27 15:16:03,164 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 110/139 +[2025-02-27 15:16:03,192 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 111/139 +[2025-02-27 15:16:03,219 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 112/139 +[2025-02-27 15:16:03,252 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 113/139 +[2025-02-27 15:16:03,274 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 114/139 +[2025-02-27 15:16:03,302 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 115/139 +[2025-02-27 15:16:03,330 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 116/139 +[2025-02-27 15:16:03,353 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 117/139 +[2025-02-27 15:16:03,386 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 118/139 +[2025-02-27 15:16:03,413 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 119/139 +[2025-02-27 15:16:03,438 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 120/139 +[2025-02-27 15:16:03,462 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 121/139 +[2025-02-27 15:16:03,486 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 122/139 +[2025-02-27 15:16:03,508 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 123/139 +[2025-02-27 15:16:03,530 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 124/139 +[2025-02-27 15:16:03,552 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 125/139 +[2025-02-27 15:16:03,574 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 126/139 +[2025-02-27 15:16:03,605 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 127/139 +[2025-02-27 15:16:03,633 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 128/139 +[2025-02-27 15:16:03,660 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 129/139 +[2025-02-27 15:16:03,681 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 130/139 +[2025-02-27 15:16:03,706 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 131/139 +[2025-02-27 15:16:03,736 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 132/139 +[2025-02-27 15:16:03,765 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 133/139 +[2025-02-27 15:16:03,795 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 134/139 +[2025-02-27 15:16:03,821 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 135/139 +[2025-02-27 15:16:03,842 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 136/139 +[2025-02-27 15:16:03,867 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 137/139 +[2025-02-27 15:16:03,895 INFO test.py line 201 3679208] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-02-27 15:16:03,989 INFO test.py line 289 3679208] Test: scene0084_02 [62/78]-98346 Batch 5.247 (5.661) Accuracy 0.9423 (0.7926) mIoU 0.4793 (0.7218) +[2025-02-27 15:16:04,040 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-02-27 15:16:04,083 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 1/143 +[2025-02-27 15:16:04,122 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 2/143 +[2025-02-27 15:16:04,160 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 3/143 +[2025-02-27 15:16:04,206 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 4/143 +[2025-02-27 15:16:04,245 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 5/143 +[2025-02-27 15:16:04,283 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 6/143 +[2025-02-27 15:16:04,318 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 7/143 +[2025-02-27 15:16:04,353 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 8/143 +[2025-02-27 15:16:04,386 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 9/143 +[2025-02-27 15:16:04,418 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 10/143 +[2025-02-27 15:16:04,452 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 11/143 +[2025-02-27 15:16:04,496 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 12/143 +[2025-02-27 15:16:04,531 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 13/143 +[2025-02-27 15:16:04,590 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 14/143 +[2025-02-27 15:16:04,629 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 15/143 +[2025-02-27 15:16:04,665 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 16/143 +[2025-02-27 15:16:04,697 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 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15:16:05,082 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 28/143 +[2025-02-27 15:16:05,121 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 29/143 +[2025-02-27 15:16:05,171 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 30/143 +[2025-02-27 15:16:05,219 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 31/143 +[2025-02-27 15:16:05,272 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 32/143 +[2025-02-27 15:16:05,313 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 33/143 +[2025-02-27 15:16:05,361 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 34/143 +[2025-02-27 15:16:05,398 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 35/143 +[2025-02-27 15:16:05,441 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 36/143 +[2025-02-27 15:16:05,499 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 37/143 +[2025-02-27 15:16:05,545 INFO test.py line 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15:16:07,079 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 69/143 +[2025-02-27 15:16:07,112 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 70/143 +[2025-02-27 15:16:07,149 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 71/143 +[2025-02-27 15:16:07,181 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 72/143 +[2025-02-27 15:16:07,222 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 73/143 +[2025-02-27 15:16:07,259 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 74/143 +[2025-02-27 15:16:07,296 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 75/143 +[2025-02-27 15:16:07,332 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 76/143 +[2025-02-27 15:16:07,363 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 77/143 +[2025-02-27 15:16:07,393 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 78/143 +[2025-02-27 15:16:07,426 INFO test.py line 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15:16:08,666 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 110/143 +[2025-02-27 15:16:08,702 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 111/143 +[2025-02-27 15:16:08,741 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 112/143 +[2025-02-27 15:16:08,776 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 113/143 +[2025-02-27 15:16:08,810 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 114/143 +[2025-02-27 15:16:08,847 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 115/143 +[2025-02-27 15:16:08,885 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 116/143 +[2025-02-27 15:16:08,932 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 117/143 +[2025-02-27 15:16:08,967 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 118/143 +[2025-02-27 15:16:09,001 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 119/143 +[2025-02-27 15:16:09,038 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 120/143 +[2025-02-27 15:16:09,073 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 121/143 +[2025-02-27 15:16:09,107 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 122/143 +[2025-02-27 15:16:09,142 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 123/143 +[2025-02-27 15:16:09,181 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 124/143 +[2025-02-27 15:16:09,217 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 125/143 +[2025-02-27 15:16:09,281 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 126/143 +[2025-02-27 15:16:09,323 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 127/143 +[2025-02-27 15:16:09,375 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 128/143 +[2025-02-27 15:16:09,416 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 129/143 +[2025-02-27 15:16:09,453 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 130/143 +[2025-02-27 15:16:09,497 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 131/143 +[2025-02-27 15:16:09,545 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 132/143 +[2025-02-27 15:16:09,582 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 133/143 +[2025-02-27 15:16:09,618 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 134/143 +[2025-02-27 15:16:09,658 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 135/143 +[2025-02-27 15:16:09,694 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 136/143 +[2025-02-27 15:16:09,756 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 137/143 +[2025-02-27 15:16:09,798 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 138/143 +[2025-02-27 15:16:09,833 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 139/143 +[2025-02-27 15:16:09,869 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-02-27 15:16:09,907 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-02-27 15:16:09,952 INFO test.py line 201 3679208] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-02-27 15:16:10,297 INFO test.py line 289 3679208] Test: scene0629_02 [63/78]-225983 Batch 6.307 (5.671) Accuracy 0.8500 (0.7910) mIoU 0.4215 (0.7189) +[2025-02-27 15:16:10,337 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-02-27 15:16:10,372 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-02-27 15:16:10,409 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-02-27 15:16:10,444 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-02-27 15:16:10,473 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 4/126 +[2025-02-27 15:16:10,501 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 5/126 +[2025-02-27 15:16:10,531 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 6/126 +[2025-02-27 15:16:10,560 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 7/126 +[2025-02-27 15:16:10,593 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 8/126 +[2025-02-27 15:16:10,621 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 9/126 +[2025-02-27 15:16:10,658 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 10/126 +[2025-02-27 15:16:10,688 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 11/126 +[2025-02-27 15:16:10,724 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 12/126 +[2025-02-27 15:16:10,774 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 13/126 +[2025-02-27 15:16:10,803 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 14/126 +[2025-02-27 15:16:10,837 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 15/126 +[2025-02-27 15:16:10,884 INFO test.py line 201 3679208] Test: 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15:16:11,655 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 37/126 +[2025-02-27 15:16:11,725 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 38/126 +[2025-02-27 15:16:11,767 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 39/126 +[2025-02-27 15:16:11,805 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 40/126 +[2025-02-27 15:16:11,841 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 41/126 +[2025-02-27 15:16:11,873 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 42/126 +[2025-02-27 15:16:11,908 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 43/126 +[2025-02-27 15:16:11,945 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 44/126 +[2025-02-27 15:16:11,990 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 45/126 +[2025-02-27 15:16:12,030 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 46/126 +[2025-02-27 15:16:12,066 INFO test.py line 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15:16:13,329 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 78/126 +[2025-02-27 15:16:13,360 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 79/126 +[2025-02-27 15:16:13,395 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 80/126 +[2025-02-27 15:16:13,451 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 81/126 +[2025-02-27 15:16:13,483 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 82/126 +[2025-02-27 15:16:13,516 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 83/126 +[2025-02-27 15:16:13,551 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 84/126 +[2025-02-27 15:16:13,584 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 85/126 +[2025-02-27 15:16:13,618 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 86/126 +[2025-02-27 15:16:13,650 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 87/126 +[2025-02-27 15:16:13,683 INFO test.py line 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Batch: 108/126 +[2025-02-27 15:16:14,571 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 109/126 +[2025-02-27 15:16:14,607 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 110/126 +[2025-02-27 15:16:14,640 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 111/126 +[2025-02-27 15:16:14,675 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 112/126 +[2025-02-27 15:16:14,733 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 113/126 +[2025-02-27 15:16:14,769 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 114/126 +[2025-02-27 15:16:14,812 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 115/126 +[2025-02-27 15:16:14,876 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 116/126 +[2025-02-27 15:16:14,917 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 117/126 +[2025-02-27 15:16:14,949 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 118/126 +[2025-02-27 15:16:14,981 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 119/126 +[2025-02-27 15:16:15,012 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 120/126 +[2025-02-27 15:16:15,051 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 121/126 +[2025-02-27 15:16:15,084 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 122/126 +[2025-02-27 15:16:15,115 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 123/126 +[2025-02-27 15:16:15,147 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 124/126 +[2025-02-27 15:16:15,218 INFO test.py line 201 3679208] Test: 64/78-scene0474_04, Batch: 125/126 +[2025-02-27 15:16:15,469 INFO test.py line 289 3679208] Test: scene0474_04 [64/78]-178388 Batch 5.171 (5.663) Accuracy 0.8273 (0.7889) mIoU 0.6070 (0.7167) +[2025-02-27 15:16:15,505 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 0/108 +[2025-02-27 15:16:15,539 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-02-27 15:16:15,565 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-02-27 15:16:15,592 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-02-27 15:16:15,621 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-02-27 15:16:15,653 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 5/108 +[2025-02-27 15:16:15,692 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 6/108 +[2025-02-27 15:16:15,740 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 7/108 +[2025-02-27 15:16:15,784 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 8/108 +[2025-02-27 15:16:15,821 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 9/108 +[2025-02-27 15:16:15,884 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 10/108 +[2025-02-27 15:16:15,917 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 11/108 +[2025-02-27 15:16:15,952 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 12/108 +[2025-02-27 15:16:15,981 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 13/108 +[2025-02-27 15:16:16,008 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 14/108 +[2025-02-27 15:16:16,066 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 15/108 +[2025-02-27 15:16:16,106 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 16/108 +[2025-02-27 15:16:16,135 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 17/108 +[2025-02-27 15:16:16,159 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 18/108 +[2025-02-27 15:16:16,187 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 19/108 +[2025-02-27 15:16:16,225 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 20/108 +[2025-02-27 15:16:16,255 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 21/108 +[2025-02-27 15:16:16,294 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 22/108 +[2025-02-27 15:16:16,322 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 23/108 +[2025-02-27 15:16:16,362 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 24/108 +[2025-02-27 15:16:16,388 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 25/108 +[2025-02-27 15:16:16,420 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 26/108 +[2025-02-27 15:16:16,446 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 27/108 +[2025-02-27 15:16:16,473 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 28/108 +[2025-02-27 15:16:16,501 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 29/108 +[2025-02-27 15:16:16,528 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 30/108 +[2025-02-27 15:16:16,558 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 31/108 +[2025-02-27 15:16:16,639 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 32/108 +[2025-02-27 15:16:16,680 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 33/108 +[2025-02-27 15:16:16,764 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 34/108 +[2025-02-27 15:16:16,801 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 35/108 +[2025-02-27 15:16:16,833 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 36/108 +[2025-02-27 15:16:16,862 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 37/108 +[2025-02-27 15:16:16,893 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 38/108 +[2025-02-27 15:16:16,930 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 39/108 +[2025-02-27 15:16:16,958 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 40/108 +[2025-02-27 15:16:16,986 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 41/108 +[2025-02-27 15:16:17,011 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, 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15:16:18,644 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 94/108 +[2025-02-27 15:16:18,690 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 95/108 +[2025-02-27 15:16:18,727 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 96/108 +[2025-02-27 15:16:18,768 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 97/108 +[2025-02-27 15:16:18,806 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 98/108 +[2025-02-27 15:16:18,842 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 99/108 +[2025-02-27 15:16:18,904 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 100/108 +[2025-02-27 15:16:18,940 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 101/108 +[2025-02-27 15:16:18,985 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-02-27 15:16:19,045 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-02-27 15:16:19,076 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-02-27 15:16:19,107 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-02-27 15:16:19,137 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-02-27 15:16:19,163 INFO test.py line 201 3679208] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-02-27 15:16:19,274 INFO test.py line 289 3679208] Test: scene0256_02 [65/78]-92069 Batch 3.804 (5.635) Accuracy 0.9123 (0.7920) mIoU 0.3653 (0.7198) +[2025-02-27 15:16:19,313 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-02-27 15:16:19,345 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-02-27 15:16:19,376 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 2/126 +[2025-02-27 15:16:19,408 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 3/126 +[2025-02-27 15:16:19,471 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 4/126 +[2025-02-27 15:16:19,504 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 5/126 +[2025-02-27 15:16:19,535 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 6/126 +[2025-02-27 15:16:19,571 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 7/126 +[2025-02-27 15:16:19,607 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 8/126 +[2025-02-27 15:16:19,643 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 9/126 +[2025-02-27 15:16:19,680 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 10/126 +[2025-02-27 15:16:19,737 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 11/126 +[2025-02-27 15:16:19,777 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 12/126 +[2025-02-27 15:16:19,838 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 13/126 +[2025-02-27 15:16:19,907 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 14/126 +[2025-02-27 15:16:19,940 INFO 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Batch: 117/126 +[2025-02-27 15:16:24,556 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 118/126 +[2025-02-27 15:16:24,621 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-02-27 15:16:24,664 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-02-27 15:16:24,719 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-02-27 15:16:24,780 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-02-27 15:16:24,825 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-02-27 15:16:24,882 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-02-27 15:16:24,923 INFO test.py line 201 3679208] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-02-27 15:16:25,292 INFO test.py line 289 3679208] Test: scene0025_02 [66/78]-177900 Batch 6.017 (5.641) Accuracy 0.9467 (0.7932) mIoU 0.5401 (0.7214) +[2025-02-27 15:16:25,364 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-02-27 15:16:25,403 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 1/148 +[2025-02-27 15:16:25,442 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 2/148 +[2025-02-27 15:16:25,479 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 3/148 +[2025-02-27 15:16:25,519 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 4/148 +[2025-02-27 15:16:25,561 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 5/148 +[2025-02-27 15:16:25,610 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 6/148 +[2025-02-27 15:16:25,651 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 7/148 +[2025-02-27 15:16:25,695 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 8/148 +[2025-02-27 15:16:25,739 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 9/148 +[2025-02-27 15:16:25,786 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, 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15:16:26,411 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 21/148 +[2025-02-27 15:16:26,495 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 22/148 +[2025-02-27 15:16:26,544 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 23/148 +[2025-02-27 15:16:26,616 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 24/148 +[2025-02-27 15:16:26,690 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 25/148 +[2025-02-27 15:16:26,769 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 26/148 +[2025-02-27 15:16:26,865 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 27/148 +[2025-02-27 15:16:26,912 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 28/148 +[2025-02-27 15:16:26,954 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 29/148 +[2025-02-27 15:16:26,992 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 30/148 +[2025-02-27 15:16:27,027 INFO test.py line 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test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 113/148 +[2025-02-27 15:16:30,691 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 114/148 +[2025-02-27 15:16:30,729 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 115/148 +[2025-02-27 15:16:30,769 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 116/148 +[2025-02-27 15:16:30,809 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 117/148 +[2025-02-27 15:16:30,885 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 118/148 +[2025-02-27 15:16:30,931 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 119/148 +[2025-02-27 15:16:30,990 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 120/148 +[2025-02-27 15:16:31,061 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 121/148 +[2025-02-27 15:16:31,110 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 122/148 +[2025-02-27 15:16:31,159 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 123/148 +[2025-02-27 15:16:31,209 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 124/148 +[2025-02-27 15:16:31,286 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 125/148 +[2025-02-27 15:16:31,329 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 126/148 +[2025-02-27 15:16:31,371 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 127/148 +[2025-02-27 15:16:31,410 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 128/148 +[2025-02-27 15:16:31,448 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 129/148 +[2025-02-27 15:16:31,487 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 130/148 +[2025-02-27 15:16:31,525 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 131/148 +[2025-02-27 15:16:31,599 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 132/148 +[2025-02-27 15:16:31,648 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 133/148 +[2025-02-27 15:16:31,693 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 134/148 +[2025-02-27 15:16:31,738 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 135/148 +[2025-02-27 15:16:31,778 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 136/148 +[2025-02-27 15:16:31,823 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 137/148 +[2025-02-27 15:16:31,872 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 138/148 +[2025-02-27 15:16:31,909 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 139/148 +[2025-02-27 15:16:31,957 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 140/148 +[2025-02-27 15:16:31,996 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 141/148 +[2025-02-27 15:16:32,033 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 142/148 +[2025-02-27 15:16:32,071 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 143/148 +[2025-02-27 15:16:32,114 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 144/148 +[2025-02-27 15:16:32,173 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 145/148 +[2025-02-27 15:16:32,211 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 146/148 +[2025-02-27 15:16:32,256 INFO test.py line 201 3679208] Test: 67/78-scene0568_01, Batch: 147/148 +[2025-02-27 15:16:32,542 INFO test.py line 289 3679208] Test: scene0568_01 [67/78]-239388 Batch 7.249 (5.665) Accuracy 0.9689 (0.7951) mIoU 0.6207 (0.7239) +[2025-02-27 15:16:32,586 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-02-27 15:16:32,658 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 1/130 +[2025-02-27 15:16:32,687 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 2/130 +[2025-02-27 15:16:32,716 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 3/130 +[2025-02-27 15:16:32,752 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 4/130 +[2025-02-27 15:16:32,787 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 5/130 +[2025-02-27 15:16:32,814 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 6/130 +[2025-02-27 15:16:32,868 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 7/130 +[2025-02-27 15:16:32,898 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 8/130 +[2025-02-27 15:16:32,930 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 9/130 +[2025-02-27 15:16:32,978 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 10/130 +[2025-02-27 15:16:33,023 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 11/130 +[2025-02-27 15:16:33,070 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 12/130 +[2025-02-27 15:16:33,112 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 13/130 +[2025-02-27 15:16:33,151 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 14/130 +[2025-02-27 15:16:33,190 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 15/130 +[2025-02-27 15:16:33,239 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 16/130 +[2025-02-27 15:16:33,277 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 17/130 +[2025-02-27 15:16:33,320 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 18/130 +[2025-02-27 15:16:33,370 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 19/130 +[2025-02-27 15:16:33,417 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 20/130 +[2025-02-27 15:16:33,479 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 21/130 +[2025-02-27 15:16:33,532 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 22/130 +[2025-02-27 15:16:33,569 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 23/130 +[2025-02-27 15:16:33,608 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 24/130 +[2025-02-27 15:16:33,654 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 25/130 +[2025-02-27 15:16:33,700 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 26/130 +[2025-02-27 15:16:33,747 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 27/130 +[2025-02-27 15:16:33,784 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 28/130 +[2025-02-27 15:16:33,824 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 29/130 +[2025-02-27 15:16:33,860 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 30/130 +[2025-02-27 15:16:33,901 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 31/130 +[2025-02-27 15:16:33,940 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 32/130 +[2025-02-27 15:16:33,988 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 33/130 +[2025-02-27 15:16:34,037 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 34/130 +[2025-02-27 15:16:34,068 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 35/130 +[2025-02-27 15:16:34,099 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 36/130 +[2025-02-27 15:16:34,151 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 37/130 +[2025-02-27 15:16:34,192 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 38/130 +[2025-02-27 15:16:34,245 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 39/130 +[2025-02-27 15:16:34,299 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 40/130 +[2025-02-27 15:16:34,345 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 41/130 +[2025-02-27 15:16:34,390 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 42/130 +[2025-02-27 15:16:34,467 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 43/130 +[2025-02-27 15:16:34,517 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 44/130 +[2025-02-27 15:16:34,569 INFO test.py line 201 3679208] Test: 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15:16:35,385 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 66/130 +[2025-02-27 15:16:35,412 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 67/130 +[2025-02-27 15:16:35,438 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 68/130 +[2025-02-27 15:16:35,465 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 69/130 +[2025-02-27 15:16:35,528 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 70/130 +[2025-02-27 15:16:35,560 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 71/130 +[2025-02-27 15:16:35,588 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 72/130 +[2025-02-27 15:16:35,616 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 73/130 +[2025-02-27 15:16:35,643 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 74/130 +[2025-02-27 15:16:35,673 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 75/130 +[2025-02-27 15:16:35,702 INFO test.py line 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15:16:36,592 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 107/130 +[2025-02-27 15:16:36,618 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 108/130 +[2025-02-27 15:16:36,646 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 109/130 +[2025-02-27 15:16:36,674 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 110/130 +[2025-02-27 15:16:36,702 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 111/130 +[2025-02-27 15:16:36,730 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 112/130 +[2025-02-27 15:16:36,757 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 113/130 +[2025-02-27 15:16:36,787 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 114/130 +[2025-02-27 15:16:36,815 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 115/130 +[2025-02-27 15:16:36,843 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 116/130 +[2025-02-27 15:16:36,871 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 117/130 +[2025-02-27 15:16:36,897 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 118/130 +[2025-02-27 15:16:36,925 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 119/130 +[2025-02-27 15:16:36,951 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 120/130 +[2025-02-27 15:16:36,977 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-02-27 15:16:37,003 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-02-27 15:16:37,030 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-02-27 15:16:37,056 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-02-27 15:16:37,081 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-02-27 15:16:37,107 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-02-27 15:16:37,133 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-02-27 15:16:37,162 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-02-27 15:16:37,190 INFO test.py line 201 3679208] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-02-27 15:16:37,319 INFO test.py line 289 3679208] Test: scene0426_02 [68/78]-125149 Batch 4.777 (5.651) Accuracy 0.9049 (0.7952) mIoU 0.5009 (0.7243) +[2025-02-27 15:16:37,344 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-02-27 15:16:37,367 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-02-27 15:16:37,389 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-02-27 15:16:37,411 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 3/122 +[2025-02-27 15:16:37,435 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 4/122 +[2025-02-27 15:16:37,458 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 5/122 +[2025-02-27 15:16:37,482 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 6/122 +[2025-02-27 15:16:37,506 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 7/122 +[2025-02-27 15:16:37,570 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 8/122 +[2025-02-27 15:16:37,642 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 9/122 +[2025-02-27 15:16:37,746 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 10/122 +[2025-02-27 15:16:37,811 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 11/122 +[2025-02-27 15:16:37,898 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 12/122 +[2025-02-27 15:16:37,994 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 13/122 +[2025-02-27 15:16:38,154 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 14/122 +[2025-02-27 15:16:38,256 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 15/122 +[2025-02-27 15:16:38,342 INFO test.py line 201 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Batch: 118/122 +[2025-02-27 15:16:42,607 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 119/122 +[2025-02-27 15:16:42,635 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 120/122 +[2025-02-27 15:16:42,678 INFO test.py line 201 3679208] Test: 69/78-scene0355_01, Batch: 121/122 +[2025-02-27 15:16:42,787 INFO test.py line 289 3679208] Test: scene0355_01 [69/78]-67623 Batch 5.467 (5.649) Accuracy 0.9590 (0.7953) mIoU 0.5922 (0.7242) +[2025-02-27 15:16:42,819 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-02-27 15:16:42,889 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-02-27 15:16:42,935 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-02-27 15:16:42,975 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 3/142 +[2025-02-27 15:16:43,014 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 4/142 +[2025-02-27 15:16:43,051 INFO test.py line 201 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test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 118/142 +[2025-02-27 15:16:46,499 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 119/142 +[2025-02-27 15:16:46,534 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 120/142 +[2025-02-27 15:16:46,579 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 121/142 +[2025-02-27 15:16:46,598 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 122/142 +[2025-02-27 15:16:46,619 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 123/142 +[2025-02-27 15:16:46,637 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 124/142 +[2025-02-27 15:16:46,656 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 125/142 +[2025-02-27 15:16:46,684 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 126/142 +[2025-02-27 15:16:46,704 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 127/142 +[2025-02-27 15:16:46,725 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 128/142 +[2025-02-27 15:16:46,745 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 129/142 +[2025-02-27 15:16:46,767 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 130/142 +[2025-02-27 15:16:46,794 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 131/142 +[2025-02-27 15:16:46,853 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 132/142 +[2025-02-27 15:16:46,884 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 133/142 +[2025-02-27 15:16:46,936 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 134/142 +[2025-02-27 15:16:46,955 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 135/142 +[2025-02-27 15:16:46,974 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 136/142 +[2025-02-27 15:16:46,993 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 137/142 +[2025-02-27 15:16:47,016 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 138/142 +[2025-02-27 15:16:47,034 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 139/142 +[2025-02-27 15:16:47,052 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 140/142 +[2025-02-27 15:16:47,071 INFO test.py line 201 3679208] Test: 70/78-scene0607_01, Batch: 141/142 +[2025-02-27 15:16:47,136 INFO test.py line 289 3679208] Test: scene0607_01 [70/78]-78387 Batch 4.349 (5.630) Accuracy 0.9080 (0.7994) mIoU 0.5625 (0.7280) +[2025-02-27 15:16:47,172 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 0/130 +[2025-02-27 15:16:47,243 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 1/130 +[2025-02-27 15:16:47,275 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 2/130 +[2025-02-27 15:16:47,333 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 3/130 +[2025-02-27 15:16:47,364 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 4/130 +[2025-02-27 15:16:47,395 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 5/130 +[2025-02-27 15:16:47,426 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 6/130 +[2025-02-27 15:16:47,461 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 7/130 +[2025-02-27 15:16:47,491 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 8/130 +[2025-02-27 15:16:47,522 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 9/130 +[2025-02-27 15:16:47,568 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 10/130 +[2025-02-27 15:16:47,637 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 11/130 +[2025-02-27 15:16:47,669 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 12/130 +[2025-02-27 15:16:47,701 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 13/130 +[2025-02-27 15:16:47,733 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 14/130 +[2025-02-27 15:16:47,786 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:16:51,689 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 118/130 +[2025-02-27 15:16:51,722 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 119/130 +[2025-02-27 15:16:51,754 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 120/130 +[2025-02-27 15:16:51,785 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 121/130 +[2025-02-27 15:16:51,817 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 122/130 +[2025-02-27 15:16:51,848 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 123/130 +[2025-02-27 15:16:51,879 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 124/130 +[2025-02-27 15:16:51,941 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 125/130 +[2025-02-27 15:16:52,017 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 126/130 +[2025-02-27 15:16:52,048 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 127/130 +[2025-02-27 15:16:52,078 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 128/130 +[2025-02-27 15:16:52,109 INFO test.py line 201 3679208] Test: 71/78-scene0203_01, Batch: 129/130 +[2025-02-27 15:16:52,277 INFO test.py line 289 3679208] Test: scene0203_01 [71/78]-206210 Batch 5.140 (5.623) Accuracy 0.8902 (0.7989) mIoU 0.4535 (0.7274) +[2025-02-27 15:16:52,299 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 0/136 +[2025-02-27 15:16:52,348 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 1/136 +[2025-02-27 15:16:52,413 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 2/136 +[2025-02-27 15:16:52,495 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 3/136 +[2025-02-27 15:16:52,568 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 4/136 +[2025-02-27 15:16:52,641 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 5/136 +[2025-02-27 15:16:52,658 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, 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15:16:52,857 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 17/136 +[2025-02-27 15:16:52,877 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 18/136 +[2025-02-27 15:16:52,897 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 19/136 +[2025-02-27 15:16:52,914 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 20/136 +[2025-02-27 15:16:52,931 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 21/136 +[2025-02-27 15:16:52,959 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 22/136 +[2025-02-27 15:16:52,985 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 23/136 +[2025-02-27 15:16:53,010 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 24/136 +[2025-02-27 15:16:53,041 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 25/136 +[2025-02-27 15:16:53,058 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 26/136 +[2025-02-27 15:16:53,077 INFO test.py line 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15:16:54,922 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 99/136 +[2025-02-27 15:16:54,960 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 100/136 +[2025-02-27 15:16:54,989 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 101/136 +[2025-02-27 15:16:55,017 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 102/136 +[2025-02-27 15:16:55,048 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 103/136 +[2025-02-27 15:16:55,083 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 104/136 +[2025-02-27 15:16:55,117 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 105/136 +[2025-02-27 15:16:55,150 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 106/136 +[2025-02-27 15:16:55,201 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 107/136 +[2025-02-27 15:16:55,232 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 108/136 +[2025-02-27 15:16:55,285 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 109/136 +[2025-02-27 15:16:55,319 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 110/136 +[2025-02-27 15:16:55,354 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 111/136 +[2025-02-27 15:16:55,386 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 112/136 +[2025-02-27 15:16:55,411 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 113/136 +[2025-02-27 15:16:55,427 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 114/136 +[2025-02-27 15:16:55,445 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 115/136 +[2025-02-27 15:16:55,463 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 116/136 +[2025-02-27 15:16:55,485 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 117/136 +[2025-02-27 15:16:55,544 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 118/136 +[2025-02-27 15:16:55,598 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 119/136 +[2025-02-27 15:16:55,618 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 120/136 +[2025-02-27 15:16:55,635 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 121/136 +[2025-02-27 15:16:55,654 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 122/136 +[2025-02-27 15:16:55,671 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 123/136 +[2025-02-27 15:16:55,690 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 124/136 +[2025-02-27 15:16:55,721 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 125/136 +[2025-02-27 15:16:55,765 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 126/136 +[2025-02-27 15:16:55,784 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 127/136 +[2025-02-27 15:16:55,802 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 128/136 +[2025-02-27 15:16:55,821 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 129/136 +[2025-02-27 15:16:55,839 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 130/136 +[2025-02-27 15:16:55,862 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 131/136 +[2025-02-27 15:16:55,890 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 132/136 +[2025-02-27 15:16:55,910 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 133/136 +[2025-02-27 15:16:55,929 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 134/136 +[2025-02-27 15:16:55,945 INFO test.py line 201 3679208] Test: 72/78-scene0684_01, Batch: 135/136 +[2025-02-27 15:16:55,975 INFO test.py line 289 3679208] Test: scene0684_01 [72/78]-39474 Batch 3.698 (5.597) Accuracy 0.9776 (0.7990) mIoU 0.7732 (0.7276) +[2025-02-27 15:16:55,998 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 0/117 +[2025-02-27 15:16:56,025 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 1/117 +[2025-02-27 15:16:56,045 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 2/117 +[2025-02-27 15:16:56,065 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 3/117 +[2025-02-27 15:16:56,084 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 4/117 +[2025-02-27 15:16:56,103 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 5/117 +[2025-02-27 15:16:56,124 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 6/117 +[2025-02-27 15:16:56,170 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 7/117 +[2025-02-27 15:16:56,191 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 8/117 +[2025-02-27 15:16:56,210 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 9/117 +[2025-02-27 15:16:56,231 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 10/117 +[2025-02-27 15:16:56,256 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 11/117 +[2025-02-27 15:16:56,280 INFO test.py line 201 3679208] Test: 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15:16:56,801 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 33/117 +[2025-02-27 15:16:56,823 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 34/117 +[2025-02-27 15:16:56,843 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 35/117 +[2025-02-27 15:16:56,863 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 36/117 +[2025-02-27 15:16:56,885 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 37/117 +[2025-02-27 15:16:56,907 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 38/117 +[2025-02-27 15:16:56,926 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 39/117 +[2025-02-27 15:16:56,945 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 40/117 +[2025-02-27 15:16:56,963 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 41/117 +[2025-02-27 15:16:56,984 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 42/117 +[2025-02-27 15:16:57,003 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 43/117 +[2025-02-27 15:16:57,067 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 44/117 +[2025-02-27 15:16:57,091 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 45/117 +[2025-02-27 15:16:57,115 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 46/117 +[2025-02-27 15:16:57,155 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 47/117 +[2025-02-27 15:16:57,180 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 48/117 +[2025-02-27 15:16:57,222 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 49/117 +[2025-02-27 15:16:57,261 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 50/117 +[2025-02-27 15:16:57,298 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 51/117 +[2025-02-27 15:16:57,324 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 52/117 +[2025-02-27 15:16:57,345 INFO test.py line 201 3679208] Test: 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15:16:58,067 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 74/117 +[2025-02-27 15:16:58,089 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 75/117 +[2025-02-27 15:16:58,118 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 76/117 +[2025-02-27 15:16:58,140 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 77/117 +[2025-02-27 15:16:58,161 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 78/117 +[2025-02-27 15:16:58,180 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 79/117 +[2025-02-27 15:16:58,200 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 80/117 +[2025-02-27 15:16:58,224 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 81/117 +[2025-02-27 15:16:58,245 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 82/117 +[2025-02-27 15:16:58,268 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 83/117 +[2025-02-27 15:16:58,288 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 84/117 +[2025-02-27 15:16:58,309 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 85/117 +[2025-02-27 15:16:58,328 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 86/117 +[2025-02-27 15:16:58,353 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 87/117 +[2025-02-27 15:16:58,372 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 88/117 +[2025-02-27 15:16:58,403 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 89/117 +[2025-02-27 15:16:58,473 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 90/117 +[2025-02-27 15:16:58,519 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 91/117 +[2025-02-27 15:16:58,568 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 92/117 +[2025-02-27 15:16:58,596 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 93/117 +[2025-02-27 15:16:58,623 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 94/117 +[2025-02-27 15:16:58,654 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 95/117 +[2025-02-27 15:16:58,697 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 96/117 +[2025-02-27 15:16:58,740 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 97/117 +[2025-02-27 15:16:58,771 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 98/117 +[2025-02-27 15:16:58,830 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 99/117 +[2025-02-27 15:16:58,863 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 100/117 +[2025-02-27 15:16:58,895 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 101/117 +[2025-02-27 15:16:58,927 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 102/117 +[2025-02-27 15:16:58,963 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 103/117 +[2025-02-27 15:16:59,098 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 104/117 +[2025-02-27 15:16:59,123 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 105/117 +[2025-02-27 15:16:59,143 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 106/117 +[2025-02-27 15:16:59,162 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 107/117 +[2025-02-27 15:16:59,209 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 108/117 +[2025-02-27 15:16:59,231 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 109/117 +[2025-02-27 15:16:59,250 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 110/117 +[2025-02-27 15:16:59,292 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 111/117 +[2025-02-27 15:16:59,315 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 112/117 +[2025-02-27 15:16:59,333 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 113/117 +[2025-02-27 15:16:59,352 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 114/117 +[2025-02-27 15:16:59,371 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 115/117 +[2025-02-27 15:16:59,401 INFO test.py line 201 3679208] Test: 73/78-scene0686_02, Batch: 116/117 +[2025-02-27 15:16:59,473 INFO test.py line 289 3679208] Test: scene0686_02 [73/78]-84543 Batch 3.498 (5.568) Accuracy 0.9446 (0.7996) mIoU 0.6296 (0.7280) +[2025-02-27 15:16:59,503 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 0/147 +[2025-02-27 15:16:59,530 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 1/147 +[2025-02-27 15:16:59,560 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 2/147 +[2025-02-27 15:16:59,588 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 3/147 +[2025-02-27 15:16:59,614 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 4/147 +[2025-02-27 15:16:59,643 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 5/147 +[2025-02-27 15:16:59,668 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 6/147 +[2025-02-27 15:16:59,695 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 7/147 +[2025-02-27 15:16:59,721 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 8/147 +[2025-02-27 15:16:59,748 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 9/147 +[2025-02-27 15:16:59,775 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 10/147 +[2025-02-27 15:16:59,802 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 11/147 +[2025-02-27 15:16:59,834 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 12/147 +[2025-02-27 15:16:59,862 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 13/147 +[2025-02-27 15:16:59,888 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 14/147 +[2025-02-27 15:16:59,915 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 15/147 +[2025-02-27 15:16:59,942 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 16/147 +[2025-02-27 15:16:59,979 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 17/147 +[2025-02-27 15:17:00,006 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 18/147 +[2025-02-27 15:17:00,032 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 19/147 +[2025-02-27 15:17:00,060 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 20/147 +[2025-02-27 15:17:00,089 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 21/147 +[2025-02-27 15:17:00,117 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 22/147 +[2025-02-27 15:17:00,144 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 23/147 +[2025-02-27 15:17:00,171 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 24/147 +[2025-02-27 15:17:00,218 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 25/147 +[2025-02-27 15:17:00,249 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 26/147 +[2025-02-27 15:17:00,280 INFO test.py line 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Batch: 139/147 +[2025-02-27 15:17:03,845 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 140/147 +[2025-02-27 15:17:03,874 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 141/147 +[2025-02-27 15:17:03,903 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 142/147 +[2025-02-27 15:17:03,935 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 143/147 +[2025-02-27 15:17:03,965 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 144/147 +[2025-02-27 15:17:03,998 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 145/147 +[2025-02-27 15:17:04,030 INFO test.py line 201 3679208] Test: 74/78-scene0697_02, Batch: 146/147 +[2025-02-27 15:17:04,211 INFO test.py line 289 3679208] Test: scene0697_02 [74/78]-166855 Batch 4.737 (5.557) Accuracy 0.7658 (0.7983) mIoU 0.2410 (0.7264) +[2025-02-27 15:17:04,249 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 0/130 +[2025-02-27 15:17:04,282 INFO test.py line 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test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 114/130 +[2025-02-27 15:17:08,336 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 115/130 +[2025-02-27 15:17:08,378 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 116/130 +[2025-02-27 15:17:08,419 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 117/130 +[2025-02-27 15:17:08,461 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 118/130 +[2025-02-27 15:17:08,501 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 119/130 +[2025-02-27 15:17:08,539 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 120/130 +[2025-02-27 15:17:08,578 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 121/130 +[2025-02-27 15:17:08,617 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-02-27 15:17:08,661 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-02-27 15:17:08,702 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-02-27 15:17:08,745 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-02-27 15:17:08,786 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-02-27 15:17:08,826 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 127/130 +[2025-02-27 15:17:08,860 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 128/130 +[2025-02-27 15:17:08,894 INFO test.py line 201 3679208] Test: 75/78-scene0081_01, Batch: 129/130 +[2025-02-27 15:17:09,093 INFO test.py line 289 3679208] Test: scene0081_01 [75/78]-179955 Batch 4.882 (5.548) Accuracy 0.9228 (0.7977) mIoU 0.2171 (0.7253) +[2025-02-27 15:17:09,128 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 0/143 +[2025-02-27 15:17:09,156 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 1/143 +[2025-02-27 15:17:09,184 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 2/143 +[2025-02-27 15:17:09,213 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 3/143 +[2025-02-27 15:17:09,243 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 4/143 +[2025-02-27 15:17:09,270 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 5/143 +[2025-02-27 15:17:09,301 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 6/143 +[2025-02-27 15:17:09,328 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 7/143 +[2025-02-27 15:17:09,363 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 8/143 +[2025-02-27 15:17:09,392 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 9/143 +[2025-02-27 15:17:09,420 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 10/143 +[2025-02-27 15:17:09,448 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 11/143 +[2025-02-27 15:17:09,476 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 12/143 +[2025-02-27 15:17:09,503 INFO test.py line 201 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+[2025-02-27 15:17:12,815 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 126/143 +[2025-02-27 15:17:12,841 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 127/143 +[2025-02-27 15:17:12,867 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 128/143 +[2025-02-27 15:17:12,892 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 129/143 +[2025-02-27 15:17:12,917 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 130/143 +[2025-02-27 15:17:12,943 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 131/143 +[2025-02-27 15:17:12,967 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 132/143 +[2025-02-27 15:17:12,992 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 133/143 +[2025-02-27 15:17:13,017 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 134/143 +[2025-02-27 15:17:13,042 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 135/143 +[2025-02-27 15:17:13,067 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 136/143 +[2025-02-27 15:17:13,091 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 137/143 +[2025-02-27 15:17:13,116 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 138/143 +[2025-02-27 15:17:13,141 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-02-27 15:17:13,166 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-02-27 15:17:13,191 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 141/143 +[2025-02-27 15:17:13,215 INFO test.py line 201 3679208] Test: 76/78-scene0689_00, Batch: 142/143 +[2025-02-27 15:17:13,353 INFO test.py line 289 3679208] Test: scene0689_00 [76/78]-122129 Batch 4.259 (5.531) Accuracy 0.9007 (0.7977) mIoU 0.6539 (0.7257) +[2025-02-27 15:17:13,395 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 0/130 +[2025-02-27 15:17:13,428 INFO test.py line 201 3679208] Test: 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+[2025-02-27 15:17:13,788 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 12/130 +[2025-02-27 15:17:13,820 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 13/130 +[2025-02-27 15:17:13,851 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 14/130 +[2025-02-27 15:17:13,885 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 15/130 +[2025-02-27 15:17:13,917 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 16/130 +[2025-02-27 15:17:13,950 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 17/130 +[2025-02-27 15:17:13,983 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 18/130 +[2025-02-27 15:17:14,016 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 19/130 +[2025-02-27 15:17:14,048 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 20/130 +[2025-02-27 15:17:14,082 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 21/130 +[2025-02-27 15:17:14,114 INFO 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line 201 3679208] Test: 77/78-scene0095_01, Batch: 104/130 +[2025-02-27 15:17:16,879 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 105/130 +[2025-02-27 15:17:16,915 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 106/130 +[2025-02-27 15:17:16,950 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 107/130 +[2025-02-27 15:17:16,985 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 108/130 +[2025-02-27 15:17:17,020 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 109/130 +[2025-02-27 15:17:17,058 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 110/130 +[2025-02-27 15:17:17,092 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 111/130 +[2025-02-27 15:17:17,127 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 112/130 +[2025-02-27 15:17:17,163 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 113/130 +[2025-02-27 15:17:17,198 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 114/130 +[2025-02-27 15:17:17,242 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 115/130 +[2025-02-27 15:17:17,277 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 116/130 +[2025-02-27 15:17:17,324 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 117/130 +[2025-02-27 15:17:17,359 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 118/130 +[2025-02-27 15:17:17,402 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 119/130 +[2025-02-27 15:17:17,436 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 120/130 +[2025-02-27 15:17:17,469 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 121/130 +[2025-02-27 15:17:17,505 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-02-27 15:17:17,542 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-02-27 15:17:17,581 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-02-27 15:17:17,615 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-02-27 15:17:17,651 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-02-27 15:17:17,687 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-02-27 15:17:17,722 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-02-27 15:17:17,765 INFO test.py line 201 3679208] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-02-27 15:17:18,156 INFO test.py line 289 3679208] Test: scene0095_01 [77/78]-216254 Batch 4.803 (5.521) Accuracy 0.9700 (0.7984) mIoU 0.7145 (0.7266) +[2025-02-27 15:17:18,184 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-02-27 15:17:18,209 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-02-27 15:17:18,235 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-02-27 15:17:18,266 INFO 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+[2025-02-27 15:17:22,518 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 116/147 +[2025-02-27 15:17:22,546 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 117/147 +[2025-02-27 15:17:22,576 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 118/147 +[2025-02-27 15:17:22,612 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 119/147 +[2025-02-27 15:17:22,641 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 120/147 +[2025-02-27 15:17:22,669 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 121/147 +[2025-02-27 15:17:22,698 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 122/147 +[2025-02-27 15:17:22,727 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 123/147 +[2025-02-27 15:17:22,759 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 124/147 +[2025-02-27 15:17:22,790 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 125/147 +[2025-02-27 15:17:22,818 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 126/147 +[2025-02-27 15:17:22,847 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 127/147 +[2025-02-27 15:17:22,877 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 128/147 +[2025-02-27 15:17:22,914 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 129/147 +[2025-02-27 15:17:22,943 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 130/147 +[2025-02-27 15:17:22,989 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 131/147 +[2025-02-27 15:17:23,031 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 132/147 +[2025-02-27 15:17:23,083 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-02-27 15:17:23,130 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-02-27 15:17:23,183 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-02-27 15:17:23,222 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-02-27 15:17:23,267 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-02-27 15:17:23,320 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-02-27 15:17:23,378 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-02-27 15:17:23,417 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-02-27 15:17:23,484 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-02-27 15:17:23,530 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-02-27 15:17:23,569 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-02-27 15:17:23,605 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-02-27 15:17:23,645 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-02-27 15:17:23,731 INFO test.py line 201 3679208] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-02-27 15:17:23,907 INFO test.py line 289 3679208] Test: scene0187_01 [78/78]-144163 Batch 5.751 (5.524) Accuracy 0.9339 (0.7979) mIoU 0.4609 (0.7219) +[2025-02-27 15:17:24,812 INFO test.py line 306 3679208] Syncing ... +[2025-02-27 15:17:54,338 INFO test.py line 334 3679208] Val result: mIoU/mAcc/allAcc 0.7228/0.8096/0.8975 +[2025-02-27 15:17:54,338 INFO test.py line 340 3679208] Class_0 - wall Result: iou/accuracy 0.8448/0.9429 +[2025-02-27 15:17:54,338 INFO test.py line 340 3679208] Class_1 - floor Result: iou/accuracy 0.9503/0.9800 +[2025-02-27 15:17:54,338 INFO test.py line 340 3679208] Class_2 - cabinet Result: iou/accuracy 0.6711/0.7852 +[2025-02-27 15:17:54,338 INFO test.py line 340 3679208] Class_3 - bed Result: iou/accuracy 0.8095/0.8658 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_4 - chair Result: iou/accuracy 0.9008/0.9486 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_5 - sofa Result: iou/accuracy 0.8331/0.9075 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_6 - table Result: iou/accuracy 0.7290/0.8303 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_7 - door Result: iou/accuracy 0.6386/0.7562 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_8 - window Result: iou/accuracy 0.6068/0.7577 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_9 - bookshelf Result: iou/accuracy 0.7953/0.8995 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_10 - picture Result: iou/accuracy 0.3430/0.4219 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_11 - counter Result: iou/accuracy 0.6357/0.7638 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_12 - desk Result: iou/accuracy 0.6607/0.8142 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_13 - curtain Result: iou/accuracy 0.7302/0.8267 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_14 - refridgerator Result: iou/accuracy 0.6308/0.6837 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_15 - shower curtain Result: iou/accuracy 0.6931/0.7565 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_16 - toilet Result: iou/accuracy 0.8938/0.9621 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_17 - sink Result: iou/accuracy 0.6437/0.7186 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_18 - bathtub Result: iou/accuracy 0.8628/0.9162 +[2025-02-27 15:17:54,339 INFO test.py line 340 3679208] Class_19 - otherfurniture Result: iou/accuracy 0.5828/0.6549 +[2025-02-27 15:17:54,339 INFO test.py line 348 3679208] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<