diff --git "a/scannet/semseg-spunet-efficient-lr1/train.log" "b/scannet/semseg-spunet-efficient-lr1/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-efficient-lr1/train.log" @@ -0,0 +1,21929 @@ +[2025-03-24 22:29:54,710 INFO train.py line 128 2330458] => Loading config ... +[2025-03-24 22:29:54,710 INFO train.py line 130 2330458] Save path: exp/scannet/semseg-spunet-efficient-lr1 +[2025-03-24 22:29:55,212 INFO train.py line 131 2330458] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 48321871 +save_path = 'exp/scannet/semseg-spunet-efficient-lr1' +num_worker = 48 +batch_size = 24 +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 = False +mix_prob = 0.8 +param_dicts = None +hooks = [ + dict(type='CheckpointLoader'), + dict(type='IterationTimer', warmup_iter=2), + dict(type='CustomInformationWriter', interval=1, 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=0.003, weight_decay=0.05) +scheduler = dict( + type='OneCycleLR', + max_lr=0.003, + pct_start=0.05, + anneal_strategy='cos', + div_factor=10.0, + final_div_factor=1000.0) +dataset_type = 'ScanNetDataset' +data_root = 'data/scannet' +data = dict( + num_classes=20, + ignore_index=-1, + names=[ + 'wall', 'floor', 'cabinet', 'bed', 'chair', 'sofa', 'table', 'door', + 'window', 'bookshelf', 'picture', 'counter', 'desk', 'curtain', + 'refridgerator', 'shower curtain', 'toilet', 'sink', 'bathtub', + 'otherfurniture' + ], + train=dict( + type='ScanNetDataset', + split='train', + data_root='data/scannet', + lr_file='data/scannet/tasks/scenes/1.txt', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='RandomDropout', + dropout_ratio=0.2, + dropout_application_ratio=0.2), + dict( + type='RandomRotate', + angle=[-1, 1], + axis='z', + center=[0, 0, 0], + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='x', + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='y', + p=0.5), + dict(type='RandomScale', scale=[0.9, 1.1]), + dict(type='RandomFlip', p=0.5), + dict(type='RandomJitter', sigma=0.005, clip=0.02), + dict( + type='ElasticDistortion', + distortion_params=[[0.2, 0.4], [0.8, 1.6]]), + dict(type='ChromaticAutoContrast', p=0.2, blend_factor=None), + dict(type='ChromaticTranslation', p=0.95, ratio=0.05), + dict(type='ChromaticJitter', p=0.95, std=0.05), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='SphereCrop', point_max=102400, 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 = 12 +batch_size_per_gpu = 6 +batch_size_val_per_gpu = 1 +batch_size_test_per_gpu = 1 + +[2025-03-24 22:29:55,212 INFO train.py line 132 2330458] => Building model ... +[2025-03-24 22:29:55,677 INFO train.py line 225 2330458] Num params: 39157844 +[2025-03-24 22:29:55,978 INFO train.py line 134 2330458] => Building writer ... +[2025-03-24 22:29:55,979 INFO train.py line 235 2330458] Tensorboard writer logging dir: exp/scannet/semseg-spunet-efficient-lr1 +[2025-03-24 22:29:55,980 INFO train.py line 136 2330458] => Building train dataset & dataloader ... +[2025-03-24 22:29:55,981 INFO defaults.py line 68 2330458] Totally 12 x 8 samples in train set. +[2025-03-24 22:29:55,981 INFO train.py line 138 2330458] => Building val dataset & dataloader ... +[2025-03-24 22:29:55,982 INFO defaults.py line 68 2330458] Totally 312 x 1 samples in val set. +[2025-03-24 22:29:55,982 INFO train.py line 140 2330458] => Building optimize, scheduler, scaler(amp) ... +[2025-03-24 22:29:55,983 INFO train.py line 144 2330458] => Building hooks ... +[2025-03-24 22:29:55,983 INFO misc.py line 214 2330458] => Loading checkpoint & weight ... +[2025-03-24 22:29:55,983 INFO misc.py line 216 2330458] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-03-24 22:29:56,458 INFO misc.py line 221 2330458] Loading layer weights with keyword: , replace keyword with: +[2025-03-24 22:29:56,463 INFO misc.py line 238 2330458] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-03-24 22:29:56,464 INFO train.py line 151 2330458] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-03-24 22:30:16,004 INFO hook.py line 566 2330458] Train: [1/100][1/4] Data 8.668 (8.668) Batch 18.656 (18.656) Remain 02:04:03 loss: 3.9456 Lr: 3.18412e-04 +[2025-03-24 22:30:16,215 INFO hook.py line 566 2330458] Train: [1/100][2/4] Data 0.003 (0.003) Batch 0.211 (0.211) Remain 00:01:23 loss: 3.9407 Lr: 3.73147e-04 +[2025-03-24 22:30:16,380 INFO hook.py line 566 2330458] Train: [1/100][3/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:01:05 loss: 3.9360 Lr: 4.62710e-04 +[2025-03-24 22:30:16,541 INFO hook.py line 566 2330458] Train: [1/100][4/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:01:03 loss: 3.9341 Lr: 5.84660e-04 +[2025-03-24 22:30:16,541 INFO misc.py line 135 2330458] Train result: loss: 3.9391 +[2025-03-24 22:30:16,596 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:30:27,298 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.9288 +[2025-03-24 22:30:27,388 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.9231 +[2025-03-24 22:30:27,490 INFO hook.py line 748 2330458] Test: [3/78] Loss 3.9204 +[2025-03-24 22:30:27,556 INFO hook.py line 748 2330458] Test: [4/78] Loss 3.9222 +[2025-03-24 22:30:27,605 INFO hook.py line 748 2330458] Test: [5/78] Loss 3.9216 +[2025-03-24 22:30:27,661 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.9204 +[2025-03-24 22:30:27,718 INFO hook.py line 748 2330458] Test: [7/78] Loss 3.9323 +[2025-03-24 22:30:27,746 INFO hook.py line 748 2330458] Test: [8/78] Loss 3.9199 +[2025-03-24 22:30:27,794 INFO hook.py line 748 2330458] Test: [9/78] Loss 3.9220 +[2025-03-24 22:30:27,832 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.9327 +[2025-03-24 22:30:27,877 INFO hook.py line 748 2330458] Test: [11/78] Loss 3.9276 +[2025-03-24 22:30:27,907 INFO hook.py line 748 2330458] Test: [12/78] Loss 3.9282 +[2025-03-24 22:30:27,951 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.9353 +[2025-03-24 22:30:27,985 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.9332 +[2025-03-24 22:30:28,018 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.9278 +[2025-03-24 22:30:28,061 INFO hook.py line 748 2330458] Test: [16/78] Loss 3.9260 +[2025-03-24 22:30:28,095 INFO hook.py line 748 2330458] Test: [17/78] Loss 3.9277 +[2025-03-24 22:30:28,128 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.9270 +[2025-03-24 22:30:28,171 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.9222 +[2025-03-24 22:30:28,219 INFO hook.py line 748 2330458] Test: [20/78] Loss 3.9228 +[2025-03-24 22:30:28,260 INFO hook.py line 748 2330458] Test: [21/78] Loss 3.9211 +[2025-03-24 22:30:28,296 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.9300 +[2025-03-24 22:30:28,344 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.9243 +[2025-03-24 22:30:28,390 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.9238 +[2025-03-24 22:30:28,426 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.9355 +[2025-03-24 22:30:28,470 INFO hook.py line 748 2330458] Test: [26/78] Loss 3.9205 +[2025-03-24 22:30:28,513 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.9349 +[2025-03-24 22:30:28,555 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.9373 +[2025-03-24 22:30:28,580 INFO hook.py line 748 2330458] Test: [29/78] Loss 3.9239 +[2025-03-24 22:30:28,631 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.9282 +[2025-03-24 22:30:28,685 INFO hook.py line 748 2330458] Test: [31/78] Loss 3.9269 +[2025-03-24 22:30:28,716 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.9293 +[2025-03-24 22:30:28,772 INFO hook.py line 748 2330458] Test: [33/78] Loss 3.9168 +[2025-03-24 22:30:28,809 INFO hook.py line 748 2330458] Test: [34/78] Loss 3.9253 +[2025-03-24 22:30:28,846 INFO hook.py line 748 2330458] Test: [35/78] Loss 3.9168 +[2025-03-24 22:30:28,883 INFO hook.py line 748 2330458] Test: [36/78] Loss 3.9282 +[2025-03-24 22:30:28,916 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.9280 +[2025-03-24 22:30:28,944 INFO hook.py line 748 2330458] Test: [38/78] Loss 3.9303 +[2025-03-24 22:30:29,000 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.9323 +[2025-03-24 22:30:29,044 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.9316 +[2025-03-24 22:30:29,082 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.9293 +[2025-03-24 22:30:29,109 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.9329 +[2025-03-24 22:30:29,150 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.9277 +[2025-03-24 22:30:29,204 INFO hook.py line 748 2330458] Test: [44/78] Loss 3.9219 +[2025-03-24 22:30:29,235 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.9280 +[2025-03-24 22:30:29,278 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.9267 +[2025-03-24 22:30:29,314 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.9238 +[2025-03-24 22:30:29,354 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.9275 +[2025-03-24 22:30:29,389 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.9330 +[2025-03-24 22:30:29,422 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.9176 +[2025-03-24 22:30:29,462 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.9404 +[2025-03-24 22:30:29,496 INFO hook.py line 748 2330458] Test: [52/78] Loss 3.9272 +[2025-03-24 22:30:29,523 INFO hook.py line 748 2330458] Test: [53/78] Loss 3.9156 +[2025-03-24 22:30:29,572 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.9265 +[2025-03-24 22:30:29,606 INFO hook.py line 748 2330458] Test: [55/78] Loss 3.9179 +[2025-03-24 22:30:29,641 INFO hook.py line 748 2330458] Test: [56/78] Loss 3.9168 +[2025-03-24 22:30:29,670 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.9233 +[2025-03-24 22:30:29,692 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.9264 +[2025-03-24 22:30:29,726 INFO hook.py line 748 2330458] Test: [59/78] Loss 3.9193 +[2025-03-24 22:30:29,756 INFO hook.py line 748 2330458] Test: [60/78] Loss 3.9174 +[2025-03-24 22:30:29,777 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.9376 +[2025-03-24 22:30:29,806 INFO hook.py line 748 2330458] Test: [62/78] Loss 3.9205 +[2025-03-24 22:30:29,841 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.9217 +[2025-03-24 22:30:29,891 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.9302 +[2025-03-24 22:30:29,916 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.9335 +[2025-03-24 22:30:29,953 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.9255 +[2025-03-24 22:30:29,986 INFO hook.py line 748 2330458] Test: [67/78] Loss 3.9211 +[2025-03-24 22:30:30,015 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.9162 +[2025-03-24 22:30:30,041 INFO hook.py line 748 2330458] Test: [69/78] Loss 3.9125 +[2025-03-24 22:30:30,094 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.9170 +[2025-03-24 22:30:30,131 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.9293 +[2025-03-24 22:30:30,179 INFO hook.py line 748 2330458] Test: [72/78] Loss 3.9209 +[2025-03-24 22:30:30,224 INFO hook.py line 748 2330458] Test: [73/78] Loss 3.9217 +[2025-03-24 22:30:30,261 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.9255 +[2025-03-24 22:30:30,308 INFO hook.py line 748 2330458] Test: [75/78] Loss 3.9259 +[2025-03-24 22:30:30,333 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.9286 +[2025-03-24 22:30:30,384 INFO hook.py line 748 2330458] Test: [77/78] Loss 3.9290 +[2025-03-24 22:30:30,407 INFO hook.py line 748 2330458] Test: [78/78] Loss 3.9193 +[2025-03-24 22:30:31,409 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:30:31,409 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:30:31,409 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] wall : 0.3998 0.5205 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] floor : 0.3485 0.4370 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] cabinet : 0.0109 0.0126 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] bed : 0.0411 0.4859 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] chair : 0.0229 0.0380 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] sofa : 0.0017 0.0019 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] table : 0.0225 0.0293 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] door : 0.0460 0.0862 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] window : 0.0018 0.0018 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] bookshelf : 0.0151 0.0187 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] picture : 0.0035 0.0099 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] counter : 0.0066 0.0168 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] desk : 0.0167 0.0238 +[2025-03-24 22:30:31,409 INFO hook.py line 689 2330458] curtain : 0.0006 0.0029 +[2025-03-24 22:30:31,410 INFO hook.py line 689 2330458] refridgerator : 0.0028 0.0038 +[2025-03-24 22:30:31,410 INFO hook.py line 689 2330458] shower curtain : 0.0037 0.0142 +[2025-03-24 22:30:31,410 INFO hook.py line 689 2330458] toilet : 0.0052 0.0136 +[2025-03-24 22:30:31,410 INFO hook.py line 689 2330458] sink : 0.0110 0.0801 +[2025-03-24 22:30:31,410 INFO hook.py line 689 2330458] bathtub : 0.0031 0.0083 +[2025-03-24 22:30:31,410 INFO hook.py line 689 2330458] otherfurniture : 0.0063 0.0085 +[2025-03-24 22:30:31,410 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:30:31,410 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0485/0.0907/0.2997. +[2025-03-24 22:30:31,410 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:30:31,420 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.0485 +[2025-03-24 22:30:31,420 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0485 +[2025-03-24 22:30:31,420 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:30:32,964 INFO hook.py line 566 2330458] Train: [2/100][1/4] Data 0.762 (0.762) Batch 0.928 (0.928) Remain 00:06:06 loss: 3.9267 Lr: 7.35670e-04 +[2025-03-24 22:30:33,158 INFO hook.py line 566 2330458] Train: [2/100][2/4] Data 0.001 (0.001) Batch 0.194 (0.194) Remain 00:01:16 loss: 3.9216 Lr: 9.11620e-04 +[2025-03-24 22:30:33,323 INFO hook.py line 566 2330458] Train: [2/100][3/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:01:04 loss: 3.9095 Lr: 1.10771e-03 +[2025-03-24 22:30:33,490 INFO hook.py line 566 2330458] Train: [2/100][4/4] Data 0.002 (0.002) Batch 0.167 (0.167) Remain 00:01:05 loss: 3.8998 Lr: 1.31859e-03 +[2025-03-24 22:30:33,490 INFO misc.py line 135 2330458] Train result: loss: 3.9144 +[2025-03-24 22:30:33,559 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:30:44,237 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.8809 +[2025-03-24 22:30:44,282 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.8247 +[2025-03-24 22:30:44,321 INFO hook.py line 748 2330458] Test: [3/78] Loss 3.8175 +[2025-03-24 22:30:44,707 INFO hook.py line 748 2330458] Test: [4/78] Loss 3.8172 +[2025-03-24 22:30:44,742 INFO hook.py line 748 2330458] Test: [5/78] Loss 3.8416 +[2025-03-24 22:30:44,795 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.8245 +[2025-03-24 22:30:44,848 INFO hook.py line 748 2330458] Test: [7/78] Loss 3.8672 +[2025-03-24 22:30:44,875 INFO hook.py line 748 2330458] Test: [8/78] Loss 3.8189 +[2025-03-24 22:30:44,920 INFO hook.py line 748 2330458] Test: [9/78] Loss 3.8380 +[2025-03-24 22:30:44,961 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.8941 +[2025-03-24 22:30:45,006 INFO hook.py line 748 2330458] Test: [11/78] Loss 3.8650 +[2025-03-24 22:30:45,038 INFO hook.py line 748 2330458] Test: [12/78] Loss 3.8485 +[2025-03-24 22:30:45,081 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.9065 +[2025-03-24 22:30:45,119 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.8843 +[2025-03-24 22:30:45,152 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.8450 +[2025-03-24 22:30:45,194 INFO hook.py line 748 2330458] Test: [16/78] Loss 3.8404 +[2025-03-24 22:30:45,228 INFO hook.py line 748 2330458] Test: [17/78] Loss 3.8485 +[2025-03-24 22:30:45,260 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.8505 +[2025-03-24 22:30:45,302 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.8339 +[2025-03-24 22:30:45,350 INFO hook.py line 748 2330458] Test: [20/78] Loss 3.8293 +[2025-03-24 22:30:45,382 INFO hook.py line 748 2330458] Test: [21/78] Loss 3.8250 +[2025-03-24 22:30:45,418 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.8790 +[2025-03-24 22:30:45,443 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.8374 +[2025-03-24 22:30:45,485 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.8369 +[2025-03-24 22:30:45,523 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.8790 +[2025-03-24 22:30:45,565 INFO hook.py line 748 2330458] Test: [26/78] Loss 3.8358 +[2025-03-24 22:30:45,610 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.8810 +[2025-03-24 22:30:45,640 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.9160 +[2025-03-24 22:30:45,670 INFO hook.py line 748 2330458] Test: [29/78] Loss 3.8358 +[2025-03-24 22:30:45,722 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.8770 +[2025-03-24 22:30:45,776 INFO hook.py line 748 2330458] Test: [31/78] Loss 3.8590 +[2025-03-24 22:30:45,808 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.8760 +[2025-03-24 22:30:45,857 INFO hook.py line 748 2330458] Test: [33/78] Loss 3.8024 +[2025-03-24 22:30:45,897 INFO hook.py line 748 2330458] Test: [34/78] Loss 3.8296 +[2025-03-24 22:30:45,931 INFO hook.py line 748 2330458] Test: [35/78] Loss 3.8037 +[2025-03-24 22:30:45,964 INFO hook.py line 748 2330458] Test: [36/78] Loss 3.8516 +[2025-03-24 22:30:45,998 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.8810 +[2025-03-24 22:30:46,028 INFO hook.py line 748 2330458] Test: [38/78] Loss 3.8591 +[2025-03-24 22:30:46,084 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.8657 +[2025-03-24 22:30:46,125 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.8798 +[2025-03-24 22:30:46,164 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.8481 +[2025-03-24 22:30:46,202 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.8832 +[2025-03-24 22:30:46,235 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.8765 +[2025-03-24 22:30:46,284 INFO hook.py line 748 2330458] Test: [44/78] Loss 3.8260 +[2025-03-24 22:30:46,315 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.8706 +[2025-03-24 22:30:46,364 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.8780 +[2025-03-24 22:30:46,411 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.8418 +[2025-03-24 22:30:46,454 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.8503 +[2025-03-24 22:30:46,490 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.8806 +[2025-03-24 22:30:46,523 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.8177 +[2025-03-24 22:30:46,552 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.8993 +[2025-03-24 22:30:46,587 INFO hook.py line 748 2330458] Test: [52/78] Loss 3.8461 +[2025-03-24 22:30:46,626 INFO hook.py line 748 2330458] Test: [53/78] Loss 3.7976 +[2025-03-24 22:30:46,664 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.8460 +[2025-03-24 22:30:46,700 INFO hook.py line 748 2330458] Test: [55/78] Loss 3.8030 +[2025-03-24 22:30:46,735 INFO hook.py line 748 2330458] Test: [56/78] Loss 3.8005 +[2025-03-24 22:30:46,764 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.8361 +[2025-03-24 22:30:46,788 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.8773 +[2025-03-24 22:30:46,822 INFO hook.py line 748 2330458] Test: [59/78] Loss 3.8209 +[2025-03-24 22:30:46,851 INFO hook.py line 748 2330458] Test: [60/78] Loss 3.8289 +[2025-03-24 22:30:46,871 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.9191 +[2025-03-24 22:30:46,900 INFO hook.py line 748 2330458] Test: [62/78] Loss 3.8373 +[2025-03-24 22:30:46,932 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.8352 +[2025-03-24 22:30:46,983 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.8616 +[2025-03-24 22:30:47,007 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.8800 +[2025-03-24 22:30:47,044 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.8401 +[2025-03-24 22:30:47,078 INFO hook.py line 748 2330458] Test: [67/78] Loss 3.8417 +[2025-03-24 22:30:47,107 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.8135 +[2025-03-24 22:30:47,133 INFO hook.py line 748 2330458] Test: [69/78] Loss 3.7737 +[2025-03-24 22:30:47,186 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.8125 +[2025-03-24 22:30:47,224 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.8627 +[2025-03-24 22:30:47,271 INFO hook.py line 748 2330458] Test: [72/78] Loss 3.8282 +[2025-03-24 22:30:47,315 INFO hook.py line 748 2330458] Test: [73/78] Loss 3.8552 +[2025-03-24 22:30:47,353 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.8426 +[2025-03-24 22:30:47,400 INFO hook.py line 748 2330458] Test: [75/78] Loss 3.8658 +[2025-03-24 22:30:47,425 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.8526 +[2025-03-24 22:30:47,477 INFO hook.py line 748 2330458] Test: [77/78] Loss 3.8516 +[2025-03-24 22:30:47,500 INFO hook.py line 748 2330458] Test: [78/78] Loss 3.8077 +[2025-03-24 22:30:48,390 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:30:48,391 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:30:48,391 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] wall : 0.5749 0.8317 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] floor : 0.6761 0.8509 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] bed : 0.0612 0.6589 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] chair : 0.1033 0.1359 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] table : 0.0020 0.0020 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] door : 0.0044 0.0045 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] bookshelf : 0.0002 0.0002 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] counter : 0.0002 0.0002 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] desk : 0.0015 0.0015 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] curtain : 0.0002 0.0002 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] sink : 0.0003 0.0003 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:30:48,391 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:30:48,391 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0712/0.1243/0.5123. +[2025-03-24 22:30:48,392 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:30:48,403 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.0712 +[2025-03-24 22:30:48,403 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0712 +[2025-03-24 22:30:48,403 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:30:50,485 INFO hook.py line 566 2330458] Train: [3/100][1/4] Data 0.894 (0.894) Batch 1.067 (1.067) Remain 00:06:57 loss: 3.8833 Lr: 1.53852e-03 +[2025-03-24 22:30:50,682 INFO hook.py line 566 2330458] Train: [3/100][2/4] Data 0.011 (0.011) Batch 0.198 (0.198) Remain 00:01:17 loss: 3.8582 Lr: 1.76148e-03 +[2025-03-24 22:30:50,860 INFO hook.py line 566 2330458] Train: [3/100][3/4] Data 0.002 (0.002) Batch 0.178 (0.178) Remain 00:01:09 loss: 3.8453 Lr: 1.98141e-03 +[2025-03-24 22:30:51,015 INFO hook.py line 566 2330458] Train: [3/100][4/4] Data 0.001 (0.001) Batch 0.155 (0.155) Remain 00:00:59 loss: 3.7975 Lr: 2.19229e-03 +[2025-03-24 22:30:51,015 INFO misc.py line 135 2330458] Train result: loss: 3.8461 +[2025-03-24 22:30:51,089 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:31:01,182 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5147 +[2025-03-24 22:31:01,848 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.2289 +[2025-03-24 22:31:02,066 INFO hook.py line 748 2330458] Test: [3/78] Loss 3.2151 +[2025-03-24 22:31:02,198 INFO hook.py line 748 2330458] Test: [4/78] Loss 3.1438 +[2025-03-24 22:31:02,231 INFO hook.py line 748 2330458] Test: [5/78] Loss 3.3342 +[2025-03-24 22:31:02,286 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.2280 +[2025-03-24 22:31:02,332 INFO hook.py line 748 2330458] Test: [7/78] Loss 3.4441 +[2025-03-24 22:31:02,358 INFO hook.py line 748 2330458] Test: [8/78] Loss 3.1630 +[2025-03-24 22:31:02,410 INFO hook.py line 748 2330458] Test: [9/78] Loss 3.3428 +[2025-03-24 22:31:02,445 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.5757 +[2025-03-24 22:31:02,485 INFO hook.py line 748 2330458] Test: [11/78] Loss 3.4695 +[2025-03-24 22:31:02,519 INFO hook.py line 748 2330458] Test: [12/78] Loss 3.4214 +[2025-03-24 22:31:02,564 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.7636 +[2025-03-24 22:31:02,598 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.6907 +[2025-03-24 22:31:02,631 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.2959 +[2025-03-24 22:31:02,673 INFO hook.py line 748 2330458] Test: [16/78] Loss 3.3565 +[2025-03-24 22:31:02,708 INFO hook.py line 748 2330458] Test: [17/78] Loss 3.4524 +[2025-03-24 22:31:02,743 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.3522 +[2025-03-24 22:31:02,785 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.3969 +[2025-03-24 22:31:02,822 INFO hook.py line 748 2330458] Test: [20/78] Loss 3.3956 +[2025-03-24 22:31:02,851 INFO hook.py line 748 2330458] Test: [21/78] Loss 3.3000 +[2025-03-24 22:31:02,885 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.5396 +[2025-03-24 22:31:02,910 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.2999 +[2025-03-24 22:31:02,953 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.3554 +[2025-03-24 22:31:02,990 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.5283 +[2025-03-24 22:31:03,027 INFO hook.py line 748 2330458] Test: [26/78] Loss 3.3049 +[2025-03-24 22:31:03,076 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.5132 +[2025-03-24 22:31:03,105 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.7460 +[2025-03-24 22:31:03,134 INFO hook.py line 748 2330458] Test: [29/78] Loss 3.3634 +[2025-03-24 22:31:03,185 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.5222 +[2025-03-24 22:31:03,238 INFO hook.py line 748 2330458] Test: [31/78] Loss 3.5189 +[2025-03-24 22:31:03,268 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.6119 +[2025-03-24 22:31:03,319 INFO hook.py line 748 2330458] Test: [33/78] Loss 2.9942 +[2025-03-24 22:31:03,357 INFO hook.py line 748 2330458] Test: [34/78] Loss 3.2704 +[2025-03-24 22:31:03,395 INFO hook.py line 748 2330458] Test: [35/78] Loss 3.0440 +[2025-03-24 22:31:03,428 INFO hook.py line 748 2330458] Test: [36/78] Loss 3.4059 +[2025-03-24 22:31:03,461 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.5334 +[2025-03-24 22:31:03,490 INFO hook.py line 748 2330458] Test: [38/78] Loss 3.4545 +[2025-03-24 22:31:03,546 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.3994 +[2025-03-24 22:31:03,589 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.5404 +[2025-03-24 22:31:03,631 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.3660 +[2025-03-24 22:31:03,656 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.6422 +[2025-03-24 22:31:03,688 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4590 +[2025-03-24 22:31:03,741 INFO hook.py line 748 2330458] Test: [44/78] Loss 3.3116 +[2025-03-24 22:31:03,772 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3654 +[2025-03-24 22:31:03,816 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4507 +[2025-03-24 22:31:03,853 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.3469 +[2025-03-24 22:31:03,883 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.4024 +[2025-03-24 22:31:03,915 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.6157 +[2025-03-24 22:31:03,948 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.1505 +[2025-03-24 22:31:03,984 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7008 +[2025-03-24 22:31:04,020 INFO hook.py line 748 2330458] Test: [52/78] Loss 3.3944 +[2025-03-24 22:31:04,050 INFO hook.py line 748 2330458] Test: [53/78] Loss 3.0329 +[2025-03-24 22:31:04,085 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.3316 +[2025-03-24 22:31:04,121 INFO hook.py line 748 2330458] Test: [55/78] Loss 3.1536 +[2025-03-24 22:31:04,157 INFO hook.py line 748 2330458] Test: [56/78] Loss 3.0347 +[2025-03-24 22:31:04,186 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.3423 +[2025-03-24 22:31:04,209 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.2934 +[2025-03-24 22:31:04,243 INFO hook.py line 748 2330458] Test: [59/78] Loss 3.3450 +[2025-03-24 22:31:04,272 INFO hook.py line 748 2330458] Test: [60/78] Loss 3.2116 +[2025-03-24 22:31:04,291 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.7814 +[2025-03-24 22:31:04,320 INFO hook.py line 748 2330458] Test: [62/78] Loss 3.3455 +[2025-03-24 22:31:04,352 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.2388 +[2025-03-24 22:31:04,403 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.3808 +[2025-03-24 22:31:04,427 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.6040 +[2025-03-24 22:31:04,464 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.2476 +[2025-03-24 22:31:04,499 INFO hook.py line 748 2330458] Test: [67/78] Loss 3.3523 +[2025-03-24 22:31:04,527 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.1158 +[2025-03-24 22:31:04,553 INFO hook.py line 748 2330458] Test: [69/78] Loss 3.0949 +[2025-03-24 22:31:04,606 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.2932 +[2025-03-24 22:31:04,644 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.4793 +[2025-03-24 22:31:04,690 INFO hook.py line 748 2330458] Test: [72/78] Loss 3.1889 +[2025-03-24 22:31:04,734 INFO hook.py line 748 2330458] Test: [73/78] Loss 3.3206 +[2025-03-24 22:31:04,771 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.3232 +[2025-03-24 22:31:04,818 INFO hook.py line 748 2330458] Test: [75/78] Loss 3.5226 +[2025-03-24 22:31:04,843 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.4511 +[2025-03-24 22:31:04,894 INFO hook.py line 748 2330458] Test: [77/78] Loss 3.3873 +[2025-03-24 22:31:04,917 INFO hook.py line 748 2330458] Test: [78/78] Loss 3.2257 +[2025-03-24 22:31:05,879 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:31:05,880 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:31:05,880 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:31:05,880 INFO hook.py line 689 2330458] wall : 0.6608 0.8524 +[2025-03-24 22:31:05,880 INFO hook.py line 689 2330458] floor : 0.8052 0.9724 +[2025-03-24 22:31:05,880 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:31:05,880 INFO hook.py line 689 2330458] bed : 0.0661 0.6967 +[2025-03-24 22:31:05,880 INFO hook.py line 689 2330458] chair : 0.1635 0.2556 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] door : 0.0002 0.0002 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:31:05,881 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:31:05,882 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:31:05,882 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:31:05,882 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:31:05,882 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:31:05,882 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:31:05,882 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:31:05,882 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:31:05,882 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0848/0.1389/0.5624. +[2025-03-24 22:31:05,884 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:31:05,895 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.0848 +[2025-03-24 22:31:05,895 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:31:05,895 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:31:08,047 INFO hook.py line 566 2330458] Train: [4/100][1/4] Data 0.900 (0.900) Batch 1.078 (1.078) Remain 00:06:57 loss: 3.7710 Lr: 2.38838e-03 +[2025-03-24 22:31:08,231 INFO hook.py line 566 2330458] Train: [4/100][2/4] Data 0.002 (0.002) Batch 0.184 (0.184) Remain 00:01:10 loss: 3.7244 Lr: 2.56433e-03 +[2025-03-24 22:31:08,398 INFO hook.py line 566 2330458] Train: [4/100][3/4] Data 0.002 (0.002) Batch 0.167 (0.167) Remain 00:01:04 loss: 3.6679 Lr: 2.71534e-03 +[2025-03-24 22:31:08,565 INFO hook.py line 566 2330458] Train: [4/100][4/4] Data 0.001 (0.001) Batch 0.167 (0.167) Remain 00:01:04 loss: 3.5340 Lr: 2.83729e-03 +[2025-03-24 22:31:08,566 INFO misc.py line 135 2330458] Train result: loss: 3.6743 +[2025-03-24 22:31:08,643 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:31:18,778 INFO hook.py line 748 2330458] Test: [1/78] Loss 2.8033 +[2025-03-24 22:31:19,801 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.2003 +[2025-03-24 22:31:19,850 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2294 +[2025-03-24 22:31:19,900 INFO hook.py line 748 2330458] Test: [4/78] Loss 2.0018 +[2025-03-24 22:31:19,935 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.3347 +[2025-03-24 22:31:19,984 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.1552 +[2025-03-24 22:31:20,032 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.3597 +[2025-03-24 22:31:20,062 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.7998 +[2025-03-24 22:31:20,107 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.8597 +[2025-03-24 22:31:20,136 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.2697 +[2025-03-24 22:31:20,177 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.9520 +[2025-03-24 22:31:20,210 INFO hook.py line 748 2330458] Test: [12/78] Loss 2.2022 +[2025-03-24 22:31:20,253 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.1843 +[2025-03-24 22:31:20,287 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.7188 +[2025-03-24 22:31:20,321 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.1658 +[2025-03-24 22:31:20,363 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.6406 +[2025-03-24 22:31:20,397 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9851 +[2025-03-24 22:31:20,436 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.1955 +[2025-03-24 22:31:20,477 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.4587 +[2025-03-24 22:31:20,507 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8418 +[2025-03-24 22:31:20,538 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.7250 +[2025-03-24 22:31:20,575 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.9007 +[2025-03-24 22:31:20,611 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.2011 +[2025-03-24 22:31:20,651 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0872 +[2025-03-24 22:31:20,687 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5063 +[2025-03-24 22:31:20,725 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.2729 +[2025-03-24 22:31:20,771 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8226 +[2025-03-24 22:31:20,803 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.6014 +[2025-03-24 22:31:20,832 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.9060 +[2025-03-24 22:31:20,883 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.3355 +[2025-03-24 22:31:20,936 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.3672 +[2025-03-24 22:31:20,969 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.8341 +[2025-03-24 22:31:21,026 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5094 +[2025-03-24 22:31:21,067 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2160 +[2025-03-24 22:31:21,102 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6128 +[2025-03-24 22:31:21,140 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0487 +[2025-03-24 22:31:21,174 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3164 +[2025-03-24 22:31:21,201 INFO hook.py line 748 2330458] Test: [38/78] Loss 2.1621 +[2025-03-24 22:31:21,258 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.6379 +[2025-03-24 22:31:21,298 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.9730 +[2025-03-24 22:31:21,337 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.3013 +[2025-03-24 22:31:21,364 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.7629 +[2025-03-24 22:31:21,397 INFO hook.py line 748 2330458] Test: [43/78] Loss 2.7954 +[2025-03-24 22:31:21,449 INFO hook.py line 748 2330458] Test: [44/78] Loss 2.0383 +[2025-03-24 22:31:21,481 INFO hook.py line 748 2330458] Test: [45/78] Loss 2.4583 +[2025-03-24 22:31:21,523 INFO hook.py line 748 2330458] Test: [46/78] Loss 2.7792 +[2025-03-24 22:31:21,559 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9038 +[2025-03-24 22:31:21,592 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.1325 +[2025-03-24 22:31:21,624 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.2837 +[2025-03-24 22:31:21,658 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.0045 +[2025-03-24 22:31:21,694 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9620 +[2025-03-24 22:31:21,732 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.4565 +[2025-03-24 22:31:21,759 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.5599 +[2025-03-24 22:31:21,799 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.3386 +[2025-03-24 22:31:21,835 INFO hook.py line 748 2330458] Test: [55/78] Loss 1.3968 +[2025-03-24 22:31:21,871 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6176 +[2025-03-24 22:31:21,901 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3551 +[2025-03-24 22:31:21,926 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5320 +[2025-03-24 22:31:21,961 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.1792 +[2025-03-24 22:31:21,990 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.7450 +[2025-03-24 22:31:22,012 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.8581 +[2025-03-24 22:31:22,042 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3551 +[2025-03-24 22:31:22,074 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.0918 +[2025-03-24 22:31:22,126 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.9795 +[2025-03-24 22:31:22,151 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.4736 +[2025-03-24 22:31:22,189 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2810 +[2025-03-24 22:31:22,224 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.0930 +[2025-03-24 22:31:22,254 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.8280 +[2025-03-24 22:31:22,282 INFO hook.py line 748 2330458] Test: [69/78] Loss 1.3929 +[2025-03-24 22:31:22,336 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.4752 +[2025-03-24 22:31:22,374 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.6231 +[2025-03-24 22:31:22,421 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.6004 +[2025-03-24 22:31:22,466 INFO hook.py line 748 2330458] Test: [73/78] Loss 1.8737 +[2025-03-24 22:31:22,504 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3866 +[2025-03-24 22:31:22,552 INFO hook.py line 748 2330458] Test: [75/78] Loss 1.8780 +[2025-03-24 22:31:22,578 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.1588 +[2025-03-24 22:31:22,630 INFO hook.py line 748 2330458] Test: [77/78] Loss 2.1559 +[2025-03-24 22:31:22,653 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.7316 +[2025-03-24 22:31:23,741 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:31:23,741 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:31:23,741 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:31:23,741 INFO hook.py line 689 2330458] wall : 0.6374 0.7751 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] floor : 0.8782 0.9911 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] bed : 0.0566 0.8301 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] chair : 0.0218 0.0262 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:31:23,742 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:31:23,743 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:31:23,743 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0797/0.1311/0.5289. +[2025-03-24 22:31:23,744 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:31:23,763 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:31:23,764 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:31:25,303 INFO hook.py line 566 2330458] Train: [5/100][1/4] Data 0.746 (0.746) Batch 0.902 (0.902) Remain 00:05:45 loss: 3.4331 Lr: 2.92685e-03 +[2025-03-24 22:31:25,482 INFO hook.py line 566 2330458] Train: [5/100][2/4] Data 0.003 (0.003) Batch 0.180 (0.180) Remain 00:01:08 loss: 3.3273 Lr: 2.98159e-03 +[2025-03-24 22:31:25,673 INFO hook.py line 566 2330458] Train: [5/100][3/4] Data 0.013 (0.013) Batch 0.191 (0.191) Remain 00:01:12 loss: 3.2543 Lr: 3.00000e-03 +[2025-03-24 22:31:25,853 INFO hook.py line 566 2330458] Train: [5/100][4/4] Data 0.001 (0.001) Batch 0.180 (0.180) Remain 00:01:08 loss: 3.1005 Lr: 2.99995e-03 +[2025-03-24 22:31:25,853 INFO misc.py line 135 2330458] Train result: loss: 3.2788 +[2025-03-24 22:31:25,924 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:31:35,825 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2249 +[2025-03-24 22:31:35,872 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.1632 +[2025-03-24 22:31:36,781 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.6418 +[2025-03-24 22:31:36,824 INFO hook.py line 748 2330458] Test: [4/78] Loss 2.8205 +[2025-03-24 22:31:36,856 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.7031 +[2025-03-24 22:31:36,913 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.9504 +[2025-03-24 22:31:36,959 INFO hook.py line 748 2330458] Test: [7/78] Loss 3.2029 +[2025-03-24 22:31:36,995 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.9424 +[2025-03-24 22:31:37,041 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.0129 +[2025-03-24 22:31:37,070 INFO hook.py line 748 2330458] Test: [10/78] Loss 4.3859 +[2025-03-24 22:31:37,111 INFO hook.py line 748 2330458] Test: [11/78] Loss 4.7312 +[2025-03-24 22:31:37,311 INFO hook.py line 748 2330458] Test: [12/78] Loss 2.4566 +[2025-03-24 22:31:37,361 INFO hook.py line 748 2330458] Test: [13/78] Loss 4.3837 +[2025-03-24 22:31:37,405 INFO hook.py line 748 2330458] Test: [14/78] Loss 8.4000 +[2025-03-24 22:31:37,444 INFO hook.py line 748 2330458] Test: [15/78] Loss 5.0540 +[2025-03-24 22:31:37,486 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.5886 +[2025-03-24 22:31:37,520 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.2261 +[2025-03-24 22:31:37,548 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.7882 +[2025-03-24 22:31:37,590 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.6334 +[2025-03-24 22:31:37,618 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7604 +[2025-03-24 22:31:37,650 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.8449 +[2025-03-24 22:31:37,698 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.4538 +[2025-03-24 22:31:37,733 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.1435 +[2025-03-24 22:31:37,775 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.4219 +[2025-03-24 22:31:37,814 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0533 +[2025-03-24 22:31:37,851 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.8046 +[2025-03-24 22:31:37,898 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.4359 +[2025-03-24 22:31:37,928 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.9518 +[2025-03-24 22:31:37,954 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.1391 +[2025-03-24 22:31:38,007 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.2759 +[2025-03-24 22:31:38,061 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.8823 +[2025-03-24 22:31:38,091 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.0459 +[2025-03-24 22:31:38,140 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7742 +[2025-03-24 22:31:38,175 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.5821 +[2025-03-24 22:31:38,220 INFO hook.py line 748 2330458] Test: [35/78] Loss 2.2441 +[2025-03-24 22:31:38,254 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.4929 +[2025-03-24 22:31:38,286 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.0932 +[2025-03-24 22:31:38,315 INFO hook.py line 748 2330458] Test: [38/78] Loss 2.1595 +[2025-03-24 22:31:38,371 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.3185 +[2025-03-24 22:31:38,414 INFO hook.py line 748 2330458] Test: [40/78] Loss 4.8647 +[2025-03-24 22:31:38,455 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.9407 +[2025-03-24 22:31:38,481 INFO hook.py line 748 2330458] Test: [42/78] Loss 4.2723 +[2025-03-24 22:31:38,513 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4302 +[2025-03-24 22:31:38,564 INFO hook.py line 748 2330458] Test: [44/78] Loss 2.5429 +[2025-03-24 22:31:38,596 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1116 +[2025-03-24 22:31:38,638 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.7775 +[2025-03-24 22:31:38,672 INFO hook.py line 748 2330458] Test: [47/78] Loss 6.0388 +[2025-03-24 22:31:38,703 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.8346 +[2025-03-24 22:31:38,735 INFO hook.py line 748 2330458] Test: [49/78] Loss 5.7852 +[2025-03-24 22:31:38,768 INFO hook.py line 748 2330458] Test: [50/78] Loss 5.3036 +[2025-03-24 22:31:38,802 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.2992 +[2025-03-24 22:31:38,837 INFO hook.py line 748 2330458] Test: [52/78] Loss 3.1124 +[2025-03-24 22:31:38,866 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8718 +[2025-03-24 22:31:38,904 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.7562 +[2025-03-24 22:31:38,938 INFO hook.py line 748 2330458] Test: [55/78] Loss 1.7216 +[2025-03-24 22:31:38,974 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6101 +[2025-03-24 22:31:39,003 INFO hook.py line 748 2330458] Test: [57/78] Loss 4.1554 +[2025-03-24 22:31:39,028 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.9216 +[2025-03-24 22:31:39,065 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.6805 +[2025-03-24 22:31:39,094 INFO hook.py line 748 2330458] Test: [60/78] Loss 2.4548 +[2025-03-24 22:31:39,115 INFO hook.py line 748 2330458] Test: [61/78] Loss 4.0805 +[2025-03-24 22:31:39,145 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.5654 +[2025-03-24 22:31:39,176 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.6146 +[2025-03-24 22:31:39,227 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.8255 +[2025-03-24 22:31:39,252 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.5960 +[2025-03-24 22:31:39,289 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.9681 +[2025-03-24 22:31:39,324 INFO hook.py line 748 2330458] Test: [67/78] Loss 3.4445 +[2025-03-24 22:31:39,353 INFO hook.py line 748 2330458] Test: [68/78] Loss 5.3235 +[2025-03-24 22:31:39,380 INFO hook.py line 748 2330458] Test: [69/78] Loss 1.2541 +[2025-03-24 22:31:39,434 INFO hook.py line 748 2330458] Test: [70/78] Loss 4.6299 +[2025-03-24 22:31:39,471 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.0805 +[2025-03-24 22:31:39,518 INFO hook.py line 748 2330458] Test: [72/78] Loss 2.0090 +[2025-03-24 22:31:39,562 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1716 +[2025-03-24 22:31:39,601 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.9710 +[2025-03-24 22:31:39,648 INFO hook.py line 748 2330458] Test: [75/78] Loss 2.3929 +[2025-03-24 22:31:39,674 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.9075 +[2025-03-24 22:31:39,726 INFO hook.py line 748 2330458] Test: [77/78] Loss 2.5761 +[2025-03-24 22:31:39,749 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.6356 +[2025-03-24 22:31:40,772 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:31:40,772 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:31:40,772 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] wall : 0.6197 0.7624 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] floor : 0.8939 0.9895 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] bed : 0.0591 0.9191 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] chair : 0.0003 0.0003 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:31:40,773 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:31:40,774 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:31:40,775 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0787/0.1336/0.5248. +[2025-03-24 22:31:40,775 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:31:40,791 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:31:40,791 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:31:42,370 INFO hook.py line 566 2330458] Train: [6/100][1/4] Data 0.725 (0.725) Batch 0.909 (0.909) Remain 00:05:44 loss: 3.0433 Lr: 2.99979e-03 +[2025-03-24 22:31:42,635 INFO hook.py line 566 2330458] Train: [6/100][2/4] Data 0.095 (0.095) Batch 0.266 (0.266) Remain 00:01:40 loss: 2.8581 Lr: 2.99954e-03 +[2025-03-24 22:31:42,889 INFO hook.py line 566 2330458] Train: [6/100][3/4] Data 0.084 (0.084) Batch 0.254 (0.254) Remain 00:01:35 loss: 2.7198 Lr: 2.99918e-03 +[2025-03-24 22:31:43,054 INFO hook.py line 566 2330458] Train: [6/100][4/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:01:01 loss: 2.4979 Lr: 2.99872e-03 +[2025-03-24 22:31:43,054 INFO misc.py line 135 2330458] Train result: loss: 2.7798 +[2025-03-24 22:31:43,122 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:31:51,120 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.9486 +[2025-03-24 22:31:53,875 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5370 +[2025-03-24 22:31:53,921 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.7052 +[2025-03-24 22:31:53,971 INFO hook.py line 748 2330458] Test: [4/78] Loss 3.1188 +[2025-03-24 22:31:54,010 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.6141 +[2025-03-24 22:31:54,063 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8573 +[2025-03-24 22:31:54,277 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.9658 +[2025-03-24 22:31:54,301 INFO hook.py line 748 2330458] Test: [8/78] Loss 2.7363 +[2025-03-24 22:31:54,344 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.3282 +[2025-03-24 22:31:54,374 INFO hook.py line 748 2330458] Test: [10/78] Loss 5.0668 +[2025-03-24 22:31:54,415 INFO hook.py line 748 2330458] Test: [11/78] Loss 3.8017 +[2025-03-24 22:31:54,447 INFO hook.py line 748 2330458] Test: [12/78] Loss 2.3378 +[2025-03-24 22:31:54,491 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2066 +[2025-03-24 22:31:54,525 INFO hook.py line 748 2330458] Test: [14/78] Loss 11.4125 +[2025-03-24 22:31:54,558 INFO hook.py line 748 2330458] Test: [15/78] Loss 4.6856 +[2025-03-24 22:31:54,600 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.7119 +[2025-03-24 22:31:54,638 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.4080 +[2025-03-24 22:31:54,673 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.7147 +[2025-03-24 22:31:54,710 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.8635 +[2025-03-24 22:31:54,740 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.9707 +[2025-03-24 22:31:54,771 INFO hook.py line 748 2330458] Test: [21/78] Loss 2.2680 +[2025-03-24 22:31:54,807 INFO hook.py line 748 2330458] Test: [22/78] Loss 4.2135 +[2025-03-24 22:31:54,830 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.0784 +[2025-03-24 22:31:54,881 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.5704 +[2025-03-24 22:31:54,917 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0355 +[2025-03-24 22:31:54,954 INFO hook.py line 748 2330458] Test: [26/78] Loss 3.4569 +[2025-03-24 22:31:55,001 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.9246 +[2025-03-24 22:31:55,037 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.1000 +[2025-03-24 22:31:55,065 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.2390 +[2025-03-24 22:31:55,116 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.3278 +[2025-03-24 22:31:55,170 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.4427 +[2025-03-24 22:31:55,205 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.2585 +[2025-03-24 22:31:55,253 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.8113 +[2025-03-24 22:31:55,288 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.9463 +[2025-03-24 22:31:55,326 INFO hook.py line 748 2330458] Test: [35/78] Loss 2.6093 +[2025-03-24 22:31:55,364 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.4151 +[2025-03-24 22:31:55,395 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.0347 +[2025-03-24 22:31:55,422 INFO hook.py line 748 2330458] Test: [38/78] Loss 2.5743 +[2025-03-24 22:31:55,478 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.1196 +[2025-03-24 22:31:55,519 INFO hook.py line 748 2330458] Test: [40/78] Loss 4.5351 +[2025-03-24 22:31:55,559 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.8122 +[2025-03-24 22:31:55,584 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.2186 +[2025-03-24 22:31:55,617 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4479 +[2025-03-24 22:31:55,670 INFO hook.py line 748 2330458] Test: [44/78] Loss 2.4978 +[2025-03-24 22:31:55,699 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.7290 +[2025-03-24 22:31:55,743 INFO hook.py line 748 2330458] Test: [46/78] Loss 4.7711 +[2025-03-24 22:31:55,779 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.8478 +[2025-03-24 22:31:55,816 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.2531 +[2025-03-24 22:31:55,846 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.6832 +[2025-03-24 22:31:55,889 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.2948 +[2025-03-24 22:31:55,917 INFO hook.py line 748 2330458] Test: [51/78] Loss 5.6887 +[2025-03-24 22:31:55,952 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.9141 +[2025-03-24 22:31:55,984 INFO hook.py line 748 2330458] Test: [53/78] Loss 2.4054 +[2025-03-24 22:31:56,021 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.4239 +[2025-03-24 22:31:56,058 INFO hook.py line 748 2330458] Test: [55/78] Loss 2.1541 +[2025-03-24 22:31:56,093 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7438 +[2025-03-24 22:31:56,122 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.6508 +[2025-03-24 22:31:56,145 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.7462 +[2025-03-24 22:31:56,179 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.6207 +[2025-03-24 22:31:56,208 INFO hook.py line 748 2330458] Test: [60/78] Loss 2.3812 +[2025-03-24 22:31:56,229 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.3249 +[2025-03-24 22:31:56,259 INFO hook.py line 748 2330458] Test: [62/78] Loss 3.4690 +[2025-03-24 22:31:56,291 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.8958 +[2025-03-24 22:31:56,342 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.9217 +[2025-03-24 22:31:56,366 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.0419 +[2025-03-24 22:31:56,403 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.3725 +[2025-03-24 22:31:56,437 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.8786 +[2025-03-24 22:31:56,465 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.6197 +[2025-03-24 22:31:56,492 INFO hook.py line 748 2330458] Test: [69/78] Loss 2.0335 +[2025-03-24 22:31:56,545 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.4242 +[2025-03-24 22:31:56,583 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.0575 +[2025-03-24 22:31:56,630 INFO hook.py line 748 2330458] Test: [72/78] Loss 2.6534 +[2025-03-24 22:31:56,675 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.8143 +[2025-03-24 22:31:56,713 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.7059 +[2025-03-24 22:31:56,760 INFO hook.py line 748 2330458] Test: [75/78] Loss 3.3845 +[2025-03-24 22:31:56,785 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.1930 +[2025-03-24 22:31:56,835 INFO hook.py line 748 2330458] Test: [77/78] Loss 2.4267 +[2025-03-24 22:31:56,858 INFO hook.py line 748 2330458] Test: [78/78] Loss 2.1919 +[2025-03-24 22:31:57,821 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:31:57,821 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:31:57,822 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] wall : 0.5527 0.6616 +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] floor : 0.8235 0.8629 +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] bed : 0.0488 0.9303 +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] chair : 0.0000 0.0000 +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:31:57,822 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:31:57,823 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:31:57,824 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:31:57,824 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:31:57,824 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0712/0.1227/0.4600. +[2025-03-24 22:31:57,825 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:31:57,835 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:31:57,835 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:31:59,649 INFO hook.py line 566 2330458] Train: [7/100][1/4] Data 1.014 (1.014) Batch 1.200 (1.200) Remain 00:07:30 loss: 2.3479 Lr: 2.99816e-03 +[2025-03-24 22:31:59,846 INFO hook.py line 566 2330458] Train: [7/100][2/4] Data 0.002 (0.002) Batch 0.197 (0.197) Remain 00:01:13 loss: 2.2451 Lr: 2.99749e-03 +[2025-03-24 22:32:00,011 INFO hook.py line 566 2330458] Train: [7/100][3/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:01:01 loss: 2.2721 Lr: 2.99672e-03 +[2025-03-24 22:32:00,176 INFO hook.py line 566 2330458] Train: [7/100][4/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:01:01 loss: 2.2325 Lr: 2.99585e-03 +[2025-03-24 22:32:00,177 INFO misc.py line 135 2330458] Train result: loss: 2.2744 +[2025-03-24 22:32:00,253 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:32:11,113 INFO hook.py line 748 2330458] Test: [1/78] Loss 14.7631 +[2025-03-24 22:32:11,155 INFO hook.py line 748 2330458] Test: [2/78] Loss 9.3561 +[2025-03-24 22:32:11,194 INFO hook.py line 748 2330458] Test: [3/78] Loss 7.8802 +[2025-03-24 22:32:11,243 INFO hook.py line 748 2330458] Test: [4/78] Loss 5.1771 +[2025-03-24 22:32:11,275 INFO hook.py line 748 2330458] Test: [5/78] Loss 8.5916 +[2025-03-24 22:32:11,328 INFO hook.py line 748 2330458] Test: [6/78] Loss 8.2255 +[2025-03-24 22:32:11,379 INFO hook.py line 748 2330458] Test: [7/78] Loss 9.8315 +[2025-03-24 22:32:11,404 INFO hook.py line 748 2330458] Test: [8/78] Loss 10.1709 +[2025-03-24 22:32:11,448 INFO hook.py line 748 2330458] Test: [9/78] Loss 7.1885 +[2025-03-24 22:32:11,487 INFO hook.py line 748 2330458] Test: [10/78] Loss 9.7630 +[2025-03-24 22:32:11,773 INFO hook.py line 748 2330458] Test: [11/78] Loss 8.5492 +[2025-03-24 22:32:11,810 INFO hook.py line 748 2330458] Test: [12/78] Loss 11.1776 +[2025-03-24 22:32:11,858 INFO hook.py line 748 2330458] Test: [13/78] Loss 11.1641 +[2025-03-24 22:32:11,892 INFO hook.py line 748 2330458] Test: [14/78] Loss 8.2825 +[2025-03-24 22:32:11,926 INFO hook.py line 748 2330458] Test: [15/78] Loss 10.3450 +[2025-03-24 22:32:11,973 INFO hook.py line 748 2330458] Test: [16/78] Loss 2.4178 +[2025-03-24 22:32:12,007 INFO hook.py line 748 2330458] Test: [17/78] Loss 9.1549 +[2025-03-24 22:32:12,040 INFO hook.py line 748 2330458] Test: [18/78] Loss 10.6605 +[2025-03-24 22:32:12,078 INFO hook.py line 748 2330458] Test: [19/78] Loss 7.4401 +[2025-03-24 22:32:12,107 INFO hook.py line 748 2330458] Test: [20/78] Loss 6.4386 +[2025-03-24 22:32:12,139 INFO hook.py line 748 2330458] Test: [21/78] Loss 5.8606 +[2025-03-24 22:32:12,174 INFO hook.py line 748 2330458] Test: [22/78] Loss 11.2483 +[2025-03-24 22:32:12,198 INFO hook.py line 748 2330458] Test: [23/78] Loss 7.2995 +[2025-03-24 22:32:12,240 INFO hook.py line 748 2330458] Test: [24/78] Loss 7.5663 +[2025-03-24 22:32:12,281 INFO hook.py line 748 2330458] Test: [25/78] Loss 10.8355 +[2025-03-24 22:32:12,321 INFO hook.py line 748 2330458] Test: [26/78] Loss 8.6109 +[2025-03-24 22:32:12,368 INFO hook.py line 748 2330458] Test: [27/78] Loss 11.1748 +[2025-03-24 22:32:12,397 INFO hook.py line 748 2330458] Test: [28/78] Loss 8.8589 +[2025-03-24 22:32:12,423 INFO hook.py line 748 2330458] Test: [29/78] Loss 5.5666 +[2025-03-24 22:32:12,472 INFO hook.py line 748 2330458] Test: [30/78] Loss 10.3905 +[2025-03-24 22:32:12,525 INFO hook.py line 748 2330458] Test: [31/78] Loss 5.9582 +[2025-03-24 22:32:12,555 INFO hook.py line 748 2330458] Test: [32/78] Loss 13.9492 +[2025-03-24 22:32:12,606 INFO hook.py line 748 2330458] Test: [33/78] Loss 8.7394 +[2025-03-24 22:32:12,644 INFO hook.py line 748 2330458] Test: [34/78] Loss 9.5709 +[2025-03-24 22:32:12,683 INFO hook.py line 748 2330458] Test: [35/78] Loss 7.3691 +[2025-03-24 22:32:12,719 INFO hook.py line 748 2330458] Test: [36/78] Loss 9.2439 +[2025-03-24 22:32:12,751 INFO hook.py line 748 2330458] Test: [37/78] Loss 11.5904 +[2025-03-24 22:32:12,786 INFO hook.py line 748 2330458] Test: [38/78] Loss 5.5119 +[2025-03-24 22:32:12,842 INFO hook.py line 748 2330458] Test: [39/78] Loss 13.1482 +[2025-03-24 22:32:12,885 INFO hook.py line 748 2330458] Test: [40/78] Loss 12.1801 +[2025-03-24 22:32:12,924 INFO hook.py line 748 2330458] Test: [41/78] Loss 12.1815 +[2025-03-24 22:32:12,949 INFO hook.py line 748 2330458] Test: [42/78] Loss 17.2396 +[2025-03-24 22:32:12,980 INFO hook.py line 748 2330458] Test: [43/78] Loss 13.8895 +[2025-03-24 22:32:13,034 INFO hook.py line 748 2330458] Test: [44/78] Loss 9.1843 +[2025-03-24 22:32:13,065 INFO hook.py line 748 2330458] Test: [45/78] Loss 10.5244 +[2025-03-24 22:32:13,107 INFO hook.py line 748 2330458] Test: [46/78] Loss 10.6793 +[2025-03-24 22:32:13,142 INFO hook.py line 748 2330458] Test: [47/78] Loss 7.6153 +[2025-03-24 22:32:13,175 INFO hook.py line 748 2330458] Test: [48/78] Loss 11.6440 +[2025-03-24 22:32:13,206 INFO hook.py line 748 2330458] Test: [49/78] Loss 10.9714 +[2025-03-24 22:32:13,244 INFO hook.py line 748 2330458] Test: [50/78] Loss 5.3230 +[2025-03-24 22:32:13,276 INFO hook.py line 748 2330458] Test: [51/78] Loss 20.1329 +[2025-03-24 22:32:13,310 INFO hook.py line 748 2330458] Test: [52/78] Loss 7.8768 +[2025-03-24 22:32:13,335 INFO hook.py line 748 2330458] Test: [53/78] Loss 8.3860 +[2025-03-24 22:32:13,372 INFO hook.py line 748 2330458] Test: [54/78] Loss 8.5183 +[2025-03-24 22:32:13,409 INFO hook.py line 748 2330458] Test: [55/78] Loss 9.9035 +[2025-03-24 22:32:13,445 INFO hook.py line 748 2330458] Test: [56/78] Loss 9.7324 +[2025-03-24 22:32:13,474 INFO hook.py line 748 2330458] Test: [57/78] Loss 16.0963 +[2025-03-24 22:32:13,497 INFO hook.py line 748 2330458] Test: [58/78] Loss 10.3417 +[2025-03-24 22:32:13,531 INFO hook.py line 748 2330458] Test: [59/78] Loss 9.7159 +[2025-03-24 22:32:13,559 INFO hook.py line 748 2330458] Test: [60/78] Loss 12.0870 +[2025-03-24 22:32:13,580 INFO hook.py line 748 2330458] Test: [61/78] Loss 11.4987 +[2025-03-24 22:32:13,608 INFO hook.py line 748 2330458] Test: [62/78] Loss 11.5252 +[2025-03-24 22:32:13,640 INFO hook.py line 748 2330458] Test: [63/78] Loss 5.8675 +[2025-03-24 22:32:13,690 INFO hook.py line 748 2330458] Test: [64/78] Loss 10.2512 +[2025-03-24 22:32:13,714 INFO hook.py line 748 2330458] Test: [65/78] Loss 9.4454 +[2025-03-24 22:32:13,751 INFO hook.py line 748 2330458] Test: [66/78] Loss 13.5088 +[2025-03-24 22:32:13,785 INFO hook.py line 748 2330458] Test: [67/78] Loss 15.6588 +[2025-03-24 22:32:13,814 INFO hook.py line 748 2330458] Test: [68/78] Loss 5.8367 +[2025-03-24 22:32:13,840 INFO hook.py line 748 2330458] Test: [69/78] Loss 3.5048 +[2025-03-24 22:32:13,893 INFO hook.py line 748 2330458] Test: [70/78] Loss 11.1083 +[2025-03-24 22:32:13,931 INFO hook.py line 748 2330458] Test: [71/78] Loss 12.0503 +[2025-03-24 22:32:13,978 INFO hook.py line 748 2330458] Test: [72/78] Loss 15.2979 +[2025-03-24 22:32:14,021 INFO hook.py line 748 2330458] Test: [73/78] Loss 10.1630 +[2025-03-24 22:32:14,059 INFO hook.py line 748 2330458] Test: [74/78] Loss 6.5514 +[2025-03-24 22:32:14,106 INFO hook.py line 748 2330458] Test: [75/78] Loss 9.4004 +[2025-03-24 22:32:14,131 INFO hook.py line 748 2330458] Test: [76/78] Loss 8.5458 +[2025-03-24 22:32:14,181 INFO hook.py line 748 2330458] Test: [77/78] Loss 9.4065 +[2025-03-24 22:32:14,204 INFO hook.py line 748 2330458] Test: [78/78] Loss 10.9148 +[2025-03-24 22:32:15,199 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:32:15,200 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:32:15,200 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:32:15,200 INFO hook.py line 689 2330458] wall : 0.1353 0.1397 +[2025-03-24 22:32:15,200 INFO hook.py line 689 2330458] floor : 0.8329 0.8780 +[2025-03-24 22:32:15,200 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:32:15,200 INFO hook.py line 689 2330458] bed : 0.0361 0.9464 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] chair : 0.0308 0.0356 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:32:15,201 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:32:15,202 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:32:15,202 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:32:15,202 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:32:15,202 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:32:15,202 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:32:15,202 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:32:15,202 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:32:15,202 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0518/0.1000/0.3103. +[2025-03-24 22:32:15,204 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:32:15,219 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:32:15,219 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:32:17,192 INFO hook.py line 566 2330458] Train: [8/100][1/4] Data 1.084 (1.084) Batch 1.279 (1.279) Remain 00:07:54 loss: 2.2536 Lr: 2.99488e-03 +[2025-03-24 22:32:17,369 INFO hook.py line 566 2330458] Train: [8/100][2/4] Data 0.002 (0.002) Batch 0.177 (0.177) Remain 00:01:05 loss: 2.1506 Lr: 2.99380e-03 +[2025-03-24 22:32:17,544 INFO hook.py line 566 2330458] Train: [8/100][3/4] Data 0.002 (0.002) Batch 0.175 (0.175) Remain 00:01:04 loss: 2.1218 Lr: 2.99263e-03 +[2025-03-24 22:32:17,704 INFO hook.py line 566 2330458] Train: [8/100][4/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:58 loss: 1.9989 Lr: 2.99135e-03 +[2025-03-24 22:32:17,705 INFO misc.py line 135 2330458] Train result: loss: 2.1312 +[2025-03-24 22:32:17,771 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:32:28,082 INFO hook.py line 748 2330458] Test: [1/78] Loss 10.0082 +[2025-03-24 22:32:28,404 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.9042 +[2025-03-24 22:32:28,645 INFO hook.py line 748 2330458] Test: [3/78] Loss 4.0574 +[2025-03-24 22:32:28,689 INFO hook.py line 748 2330458] Test: [4/78] Loss 12.1865 +[2025-03-24 22:32:28,720 INFO hook.py line 748 2330458] Test: [5/78] Loss 8.4986 +[2025-03-24 22:32:28,966 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.3030 +[2025-03-24 22:32:29,013 INFO hook.py line 748 2330458] Test: [7/78] Loss 5.9352 +[2025-03-24 22:32:29,039 INFO hook.py line 748 2330458] Test: [8/78] Loss 8.0952 +[2025-03-24 22:32:29,084 INFO hook.py line 748 2330458] Test: [9/78] Loss 4.3344 +[2025-03-24 22:32:29,113 INFO hook.py line 748 2330458] Test: [10/78] Loss 6.3538 +[2025-03-24 22:32:29,155 INFO hook.py line 748 2330458] Test: [11/78] Loss 11.3156 +[2025-03-24 22:32:29,351 INFO hook.py line 748 2330458] Test: [12/78] Loss 5.9436 +[2025-03-24 22:32:29,396 INFO hook.py line 748 2330458] Test: [13/78] Loss 10.3717 +[2025-03-24 22:32:29,430 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.4472 +[2025-03-24 22:32:29,463 INFO hook.py line 748 2330458] Test: [15/78] Loss 5.9494 +[2025-03-24 22:32:29,505 INFO hook.py line 748 2330458] Test: [16/78] Loss 5.3540 +[2025-03-24 22:32:29,540 INFO hook.py line 748 2330458] Test: [17/78] Loss 9.2455 +[2025-03-24 22:32:29,575 INFO hook.py line 748 2330458] Test: [18/78] Loss 4.5356 +[2025-03-24 22:32:29,617 INFO hook.py line 748 2330458] Test: [19/78] Loss 6.1026 +[2025-03-24 22:32:29,645 INFO hook.py line 748 2330458] Test: [20/78] Loss 15.1276 +[2025-03-24 22:32:29,678 INFO hook.py line 748 2330458] Test: [21/78] Loss 4.5515 +[2025-03-24 22:32:29,715 INFO hook.py line 748 2330458] Test: [22/78] Loss 8.0308 +[2025-03-24 22:32:29,745 INFO hook.py line 748 2330458] Test: [23/78] Loss 4.7918 +[2025-03-24 22:32:29,787 INFO hook.py line 748 2330458] Test: [24/78] Loss 6.2728 +[2025-03-24 22:32:29,824 INFO hook.py line 748 2330458] Test: [25/78] Loss 6.2169 +[2025-03-24 22:32:29,860 INFO hook.py line 748 2330458] Test: [26/78] Loss 6.4860 +[2025-03-24 22:32:29,907 INFO hook.py line 748 2330458] Test: [27/78] Loss 6.9931 +[2025-03-24 22:32:29,937 INFO hook.py line 748 2330458] Test: [28/78] Loss 11.3171 +[2025-03-24 22:32:29,963 INFO hook.py line 748 2330458] Test: [29/78] Loss 6.2674 +[2025-03-24 22:32:30,027 INFO hook.py line 748 2330458] Test: [30/78] Loss 14.1739 +[2025-03-24 22:32:30,081 INFO hook.py line 748 2330458] Test: [31/78] Loss 5.3187 +[2025-03-24 22:32:30,111 INFO hook.py line 748 2330458] Test: [32/78] Loss 7.0758 +[2025-03-24 22:32:30,159 INFO hook.py line 748 2330458] Test: [33/78] Loss 5.6490 +[2025-03-24 22:32:30,195 INFO hook.py line 748 2330458] Test: [34/78] Loss 5.7836 +[2025-03-24 22:32:30,231 INFO hook.py line 748 2330458] Test: [35/78] Loss 5.5286 +[2025-03-24 22:32:30,264 INFO hook.py line 748 2330458] Test: [36/78] Loss 5.5733 +[2025-03-24 22:32:30,304 INFO hook.py line 748 2330458] Test: [37/78] Loss 16.3041 +[2025-03-24 22:32:30,331 INFO hook.py line 748 2330458] Test: [38/78] Loss 9.6093 +[2025-03-24 22:32:30,387 INFO hook.py line 748 2330458] Test: [39/78] Loss 5.7733 +[2025-03-24 22:32:30,429 INFO hook.py line 748 2330458] Test: [40/78] Loss 9.6599 +[2025-03-24 22:32:30,468 INFO hook.py line 748 2330458] Test: [41/78] Loss 6.3790 +[2025-03-24 22:32:30,503 INFO hook.py line 748 2330458] Test: [42/78] Loss 9.0208 +[2025-03-24 22:32:30,538 INFO hook.py line 748 2330458] Test: [43/78] Loss 8.5534 +[2025-03-24 22:32:30,593 INFO hook.py line 748 2330458] Test: [44/78] Loss 8.4764 +[2025-03-24 22:32:30,622 INFO hook.py line 748 2330458] Test: [45/78] Loss 6.3608 +[2025-03-24 22:32:30,665 INFO hook.py line 748 2330458] Test: [46/78] Loss 7.1719 +[2025-03-24 22:32:30,701 INFO hook.py line 748 2330458] Test: [47/78] Loss 6.5665 +[2025-03-24 22:32:30,733 INFO hook.py line 748 2330458] Test: [48/78] Loss 6.7651 +[2025-03-24 22:32:30,773 INFO hook.py line 748 2330458] Test: [49/78] Loss 6.3606 +[2025-03-24 22:32:30,807 INFO hook.py line 748 2330458] Test: [50/78] Loss 6.0003 +[2025-03-24 22:32:30,834 INFO hook.py line 748 2330458] Test: [51/78] Loss 9.0623 +[2025-03-24 22:32:30,869 INFO hook.py line 748 2330458] Test: [52/78] Loss 4.5264 +[2025-03-24 22:32:30,893 INFO hook.py line 748 2330458] Test: [53/78] Loss 5.3423 +[2025-03-24 22:32:30,933 INFO hook.py line 748 2330458] Test: [54/78] Loss 6.9744 +[2025-03-24 22:32:30,967 INFO hook.py line 748 2330458] Test: [55/78] Loss 6.6776 +[2025-03-24 22:32:31,004 INFO hook.py line 748 2330458] Test: [56/78] Loss 6.1135 +[2025-03-24 22:32:31,036 INFO hook.py line 748 2330458] Test: [57/78] Loss 6.6423 +[2025-03-24 22:32:31,059 INFO hook.py line 748 2330458] Test: [58/78] Loss 7.6115 +[2025-03-24 22:32:31,093 INFO hook.py line 748 2330458] Test: [59/78] Loss 9.9219 +[2025-03-24 22:32:31,121 INFO hook.py line 748 2330458] Test: [60/78] Loss 8.6830 +[2025-03-24 22:32:31,141 INFO hook.py line 748 2330458] Test: [61/78] Loss 12.4527 +[2025-03-24 22:32:31,170 INFO hook.py line 748 2330458] Test: [62/78] Loss 9.8430 +[2025-03-24 22:32:31,202 INFO hook.py line 748 2330458] Test: [63/78] Loss 6.1893 +[2025-03-24 22:32:31,253 INFO hook.py line 748 2330458] Test: [64/78] Loss 5.6435 +[2025-03-24 22:32:31,276 INFO hook.py line 748 2330458] Test: [65/78] Loss 5.3037 +[2025-03-24 22:32:31,313 INFO hook.py line 748 2330458] Test: [66/78] Loss 6.4524 +[2025-03-24 22:32:31,347 INFO hook.py line 748 2330458] Test: [67/78] Loss 11.1174 +[2025-03-24 22:32:31,375 INFO hook.py line 748 2330458] Test: [68/78] Loss 5.1716 +[2025-03-24 22:32:31,401 INFO hook.py line 748 2330458] Test: [69/78] Loss 3.6680 +[2025-03-24 22:32:31,454 INFO hook.py line 748 2330458] Test: [70/78] Loss 8.9182 +[2025-03-24 22:32:31,492 INFO hook.py line 748 2330458] Test: [71/78] Loss 7.3041 +[2025-03-24 22:32:31,538 INFO hook.py line 748 2330458] Test: [72/78] Loss 19.6715 +[2025-03-24 22:32:31,582 INFO hook.py line 748 2330458] Test: [73/78] Loss 14.0077 +[2025-03-24 22:32:31,620 INFO hook.py line 748 2330458] Test: [74/78] Loss 5.5579 +[2025-03-24 22:32:31,666 INFO hook.py line 748 2330458] Test: [75/78] Loss 10.5392 +[2025-03-24 22:32:31,691 INFO hook.py line 748 2330458] Test: [76/78] Loss 8.3736 +[2025-03-24 22:32:31,742 INFO hook.py line 748 2330458] Test: [77/78] Loss 6.1780 +[2025-03-24 22:32:31,765 INFO hook.py line 748 2330458] Test: [78/78] Loss 15.1633 +[2025-03-24 22:32:32,816 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:32:32,816 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:32:32,816 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] wall : 0.1400 0.1453 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] floor : 0.4757 0.5591 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] bed : 0.0336 0.7896 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] chair : 0.2828 0.5956 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:32:32,816 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:32:32,816 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0466/0.1045/0.2666. +[2025-03-24 22:32:32,817 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:32:32,827 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:32:32,827 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:32:34,687 INFO hook.py line 566 2330458] Train: [9/100][1/4] Data 1.024 (1.024) Batch 1.217 (1.217) Remain 00:07:26 loss: 1.6608 Lr: 2.98996e-03 +[2025-03-24 22:32:34,870 INFO hook.py line 566 2330458] Train: [9/100][2/4] Data 0.002 (0.002) Batch 0.183 (0.183) Remain 00:01:07 loss: 2.1318 Lr: 2.98848e-03 +[2025-03-24 22:32:35,032 INFO hook.py line 566 2330458] Train: [9/100][3/4] Data 0.002 (0.002) Batch 0.162 (0.162) Remain 00:00:59 loss: 1.9130 Lr: 2.98690e-03 +[2025-03-24 22:32:35,189 INFO hook.py line 566 2330458] Train: [9/100][4/4] Data 0.001 (0.001) Batch 0.157 (0.157) Remain 00:00:57 loss: 1.7528 Lr: 2.98521e-03 +[2025-03-24 22:32:35,189 INFO misc.py line 135 2330458] Train result: loss: 1.8646 +[2025-03-24 22:32:35,252 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:32:45,640 INFO hook.py line 748 2330458] Test: [1/78] Loss 23.0460 +[2025-03-24 22:32:45,685 INFO hook.py line 748 2330458] Test: [2/78] Loss 12.4580 +[2025-03-24 22:32:45,867 INFO hook.py line 748 2330458] Test: [3/78] Loss 13.3765 +[2025-03-24 22:32:46,015 INFO hook.py line 748 2330458] Test: [4/78] Loss 13.0288 +[2025-03-24 22:32:46,047 INFO hook.py line 748 2330458] Test: [5/78] Loss 16.1792 +[2025-03-24 22:32:46,347 INFO hook.py line 748 2330458] Test: [6/78] Loss 10.9589 +[2025-03-24 22:32:46,392 INFO hook.py line 748 2330458] Test: [7/78] Loss 8.8032 +[2025-03-24 22:32:46,454 INFO hook.py line 748 2330458] Test: [8/78] Loss 12.7867 +[2025-03-24 22:32:46,493 INFO hook.py line 748 2330458] Test: [9/78] Loss 8.4696 +[2025-03-24 22:32:46,525 INFO hook.py line 748 2330458] Test: [10/78] Loss 22.2150 +[2025-03-24 22:32:46,566 INFO hook.py line 748 2330458] Test: [11/78] Loss 9.6621 +[2025-03-24 22:32:46,596 INFO hook.py line 748 2330458] Test: [12/78] Loss 9.5739 +[2025-03-24 22:32:46,639 INFO hook.py line 748 2330458] Test: [13/78] Loss 17.6568 +[2025-03-24 22:32:46,679 INFO hook.py line 748 2330458] Test: [14/78] Loss 17.1331 +[2025-03-24 22:32:46,714 INFO hook.py line 748 2330458] Test: [15/78] Loss 12.5442 +[2025-03-24 22:32:46,761 INFO hook.py line 748 2330458] Test: [16/78] Loss 3.3453 +[2025-03-24 22:32:46,795 INFO hook.py line 748 2330458] Test: [17/78] Loss 14.5555 +[2025-03-24 22:32:46,829 INFO hook.py line 748 2330458] Test: [18/78] Loss 15.2924 +[2025-03-24 22:32:46,870 INFO hook.py line 748 2330458] Test: [19/78] Loss 9.2868 +[2025-03-24 22:32:46,903 INFO hook.py line 748 2330458] Test: [20/78] Loss 10.6670 +[2025-03-24 22:32:46,936 INFO hook.py line 748 2330458] Test: [21/78] Loss 6.8014 +[2025-03-24 22:32:46,972 INFO hook.py line 748 2330458] Test: [22/78] Loss 18.2142 +[2025-03-24 22:32:46,998 INFO hook.py line 748 2330458] Test: [23/78] Loss 7.5524 +[2025-03-24 22:32:47,037 INFO hook.py line 748 2330458] Test: [24/78] Loss 10.0541 +[2025-03-24 22:32:47,075 INFO hook.py line 748 2330458] Test: [25/78] Loss 23.1684 +[2025-03-24 22:32:47,114 INFO hook.py line 748 2330458] Test: [26/78] Loss 15.3939 +[2025-03-24 22:32:47,161 INFO hook.py line 748 2330458] Test: [27/78] Loss 13.2748 +[2025-03-24 22:32:47,190 INFO hook.py line 748 2330458] Test: [28/78] Loss 9.4795 +[2025-03-24 22:32:47,215 INFO hook.py line 748 2330458] Test: [29/78] Loss 5.6049 +[2025-03-24 22:32:47,266 INFO hook.py line 748 2330458] Test: [30/78] Loss 14.4061 +[2025-03-24 22:32:47,319 INFO hook.py line 748 2330458] Test: [31/78] Loss 5.3573 +[2025-03-24 22:32:47,349 INFO hook.py line 748 2330458] Test: [32/78] Loss 12.5457 +[2025-03-24 22:32:47,399 INFO hook.py line 748 2330458] Test: [33/78] Loss 16.1771 +[2025-03-24 22:32:47,437 INFO hook.py line 748 2330458] Test: [34/78] Loss 15.6549 +[2025-03-24 22:32:47,473 INFO hook.py line 748 2330458] Test: [35/78] Loss 14.8937 +[2025-03-24 22:32:47,504 INFO hook.py line 748 2330458] Test: [36/78] Loss 12.1165 +[2025-03-24 22:32:47,537 INFO hook.py line 748 2330458] Test: [37/78] Loss 13.9807 +[2025-03-24 22:32:47,563 INFO hook.py line 748 2330458] Test: [38/78] Loss 8.7407 +[2025-03-24 22:32:47,626 INFO hook.py line 748 2330458] Test: [39/78] Loss 14.6328 +[2025-03-24 22:32:47,670 INFO hook.py line 748 2330458] Test: [40/78] Loss 13.8871 +[2025-03-24 22:32:47,711 INFO hook.py line 748 2330458] Test: [41/78] Loss 13.4766 +[2025-03-24 22:32:47,740 INFO hook.py line 748 2330458] Test: [42/78] Loss 17.7028 +[2025-03-24 22:32:47,778 INFO hook.py line 748 2330458] Test: [43/78] Loss 19.3881 +[2025-03-24 22:32:47,828 INFO hook.py line 748 2330458] Test: [44/78] Loss 12.7398 +[2025-03-24 22:32:47,858 INFO hook.py line 748 2330458] Test: [45/78] Loss 16.1743 +[2025-03-24 22:32:47,900 INFO hook.py line 748 2330458] Test: [46/78] Loss 14.7227 +[2025-03-24 22:32:47,938 INFO hook.py line 748 2330458] Test: [47/78] Loss 8.0363 +[2025-03-24 22:32:47,978 INFO hook.py line 748 2330458] Test: [48/78] Loss 12.7571 +[2025-03-24 22:32:48,012 INFO hook.py line 748 2330458] Test: [49/78] Loss 14.0752 +[2025-03-24 22:32:48,045 INFO hook.py line 748 2330458] Test: [50/78] Loss 9.0645 +[2025-03-24 22:32:48,083 INFO hook.py line 748 2330458] Test: [51/78] Loss 25.0504 +[2025-03-24 22:32:48,117 INFO hook.py line 748 2330458] Test: [52/78] Loss 11.7794 +[2025-03-24 22:32:48,143 INFO hook.py line 748 2330458] Test: [53/78] Loss 14.2009 +[2025-03-24 22:32:48,179 INFO hook.py line 748 2330458] Test: [54/78] Loss 11.7799 +[2025-03-24 22:32:48,216 INFO hook.py line 748 2330458] Test: [55/78] Loss 6.4279 +[2025-03-24 22:32:48,251 INFO hook.py line 748 2330458] Test: [56/78] Loss 18.3990 +[2025-03-24 22:32:48,280 INFO hook.py line 748 2330458] Test: [57/78] Loss 21.0378 +[2025-03-24 22:32:48,303 INFO hook.py line 748 2330458] Test: [58/78] Loss 22.8646 +[2025-03-24 22:32:48,338 INFO hook.py line 748 2330458] Test: [59/78] Loss 12.5207 +[2025-03-24 22:32:48,367 INFO hook.py line 748 2330458] Test: [60/78] Loss 13.1476 +[2025-03-24 22:32:48,388 INFO hook.py line 748 2330458] Test: [61/78] Loss 15.5303 +[2025-03-24 22:32:48,417 INFO hook.py line 748 2330458] Test: [62/78] Loss 15.4976 +[2025-03-24 22:32:48,449 INFO hook.py line 748 2330458] Test: [63/78] Loss 9.7904 +[2025-03-24 22:32:48,499 INFO hook.py line 748 2330458] Test: [64/78] Loss 11.2751 +[2025-03-24 22:32:48,523 INFO hook.py line 748 2330458] Test: [65/78] Loss 9.9690 +[2025-03-24 22:32:48,561 INFO hook.py line 748 2330458] Test: [66/78] Loss 21.5430 +[2025-03-24 22:32:48,595 INFO hook.py line 748 2330458] Test: [67/78] Loss 16.7685 +[2025-03-24 22:32:48,623 INFO hook.py line 748 2330458] Test: [68/78] Loss 8.3137 +[2025-03-24 22:32:48,650 INFO hook.py line 748 2330458] Test: [69/78] Loss 2.8558 +[2025-03-24 22:32:48,703 INFO hook.py line 748 2330458] Test: [70/78] Loss 15.7100 +[2025-03-24 22:32:48,741 INFO hook.py line 748 2330458] Test: [71/78] Loss 16.2096 +[2025-03-24 22:32:48,788 INFO hook.py line 748 2330458] Test: [72/78] Loss 22.2315 +[2025-03-24 22:32:48,832 INFO hook.py line 748 2330458] Test: [73/78] Loss 14.0404 +[2025-03-24 22:32:48,870 INFO hook.py line 748 2330458] Test: [74/78] Loss 9.8699 +[2025-03-24 22:32:48,917 INFO hook.py line 748 2330458] Test: [75/78] Loss 6.8831 +[2025-03-24 22:32:48,942 INFO hook.py line 748 2330458] Test: [76/78] Loss 9.0490 +[2025-03-24 22:32:48,994 INFO hook.py line 748 2330458] Test: [77/78] Loss 12.2596 +[2025-03-24 22:32:49,016 INFO hook.py line 748 2330458] Test: [78/78] Loss 8.1657 +[2025-03-24 22:32:49,984 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:32:49,984 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:32:49,985 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] wall : 0.1981 0.2179 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] floor : 0.7373 0.7843 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] bed : 0.0775 0.5870 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] chair : 0.1598 0.9517 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:32:49,985 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:32:49,986 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:32:49,987 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:32:49,987 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:32:49,987 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0586/0.1270/0.3743. +[2025-03-24 22:32:49,988 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:32:50,000 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:32:50,000 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:32:51,874 INFO hook.py line 566 2330458] Train: [10/100][1/4] Data 1.019 (1.019) Batch 1.215 (1.215) Remain 00:07:20 loss: 1.7169 Lr: 2.98342e-03 +[2025-03-24 22:32:52,072 INFO hook.py line 566 2330458] Train: [10/100][2/4] Data 0.002 (0.002) Batch 0.198 (0.198) Remain 00:01:11 loss: 1.8671 Lr: 2.98153e-03 +[2025-03-24 22:32:52,247 INFO hook.py line 566 2330458] Train: [10/100][3/4] Data 0.001 (0.001) Batch 0.174 (0.174) Remain 00:01:02 loss: 1.8863 Lr: 2.97954e-03 +[2025-03-24 22:32:52,413 INFO hook.py line 566 2330458] Train: [10/100][4/4] Data 0.001 (0.001) Batch 0.167 (0.167) Remain 00:00:59 loss: 1.8406 Lr: 2.97745e-03 +[2025-03-24 22:32:52,414 INFO misc.py line 135 2330458] Train result: loss: 1.8277 +[2025-03-24 22:32:52,484 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:33:03,025 INFO hook.py line 748 2330458] Test: [1/78] Loss 17.4225 +[2025-03-24 22:33:03,068 INFO hook.py line 748 2330458] Test: [2/78] Loss 8.2643 +[2025-03-24 22:33:03,363 INFO hook.py line 748 2330458] Test: [3/78] Loss 8.4082 +[2025-03-24 22:33:03,407 INFO hook.py line 748 2330458] Test: [4/78] Loss 8.1108 +[2025-03-24 22:33:03,439 INFO hook.py line 748 2330458] Test: [5/78] Loss 8.1420 +[2025-03-24 22:33:03,490 INFO hook.py line 748 2330458] Test: [6/78] Loss 7.5067 +[2025-03-24 22:33:03,536 INFO hook.py line 748 2330458] Test: [7/78] Loss 5.7863 +[2025-03-24 22:33:03,599 INFO hook.py line 748 2330458] Test: [8/78] Loss 6.2509 +[2025-03-24 22:33:03,642 INFO hook.py line 748 2330458] Test: [9/78] Loss 5.0009 +[2025-03-24 22:33:03,672 INFO hook.py line 748 2330458] Test: [10/78] Loss 12.2279 +[2025-03-24 22:33:03,713 INFO hook.py line 748 2330458] Test: [11/78] Loss 5.6721 +[2025-03-24 22:33:03,804 INFO hook.py line 748 2330458] Test: [12/78] Loss 6.0584 +[2025-03-24 22:33:03,848 INFO hook.py line 748 2330458] Test: [13/78] Loss 9.5057 +[2025-03-24 22:33:03,882 INFO hook.py line 748 2330458] Test: [14/78] Loss 10.5010 +[2025-03-24 22:33:03,916 INFO hook.py line 748 2330458] Test: [15/78] Loss 9.6619 +[2025-03-24 22:33:03,959 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.7271 +[2025-03-24 22:33:03,994 INFO hook.py line 748 2330458] Test: [17/78] Loss 6.1809 +[2025-03-24 22:33:04,023 INFO hook.py line 748 2330458] Test: [18/78] Loss 9.3534 +[2025-03-24 22:33:04,064 INFO hook.py line 748 2330458] Test: [19/78] Loss 4.6870 +[2025-03-24 22:33:04,094 INFO hook.py line 748 2330458] Test: [20/78] Loss 5.4228 +[2025-03-24 22:33:04,125 INFO hook.py line 748 2330458] Test: [21/78] Loss 4.2404 +[2025-03-24 22:33:04,165 INFO hook.py line 748 2330458] Test: [22/78] Loss 14.1681 +[2025-03-24 22:33:04,194 INFO hook.py line 748 2330458] Test: [23/78] Loss 5.2655 +[2025-03-24 22:33:04,238 INFO hook.py line 748 2330458] Test: [24/78] Loss 6.8224 +[2025-03-24 22:33:04,274 INFO hook.py line 748 2330458] Test: [25/78] Loss 14.2231 +[2025-03-24 22:33:04,311 INFO hook.py line 748 2330458] Test: [26/78] Loss 11.3350 +[2025-03-24 22:33:04,360 INFO hook.py line 748 2330458] Test: [27/78] Loss 8.3257 +[2025-03-24 22:33:04,391 INFO hook.py line 748 2330458] Test: [28/78] Loss 4.9758 +[2025-03-24 22:33:04,420 INFO hook.py line 748 2330458] Test: [29/78] Loss 3.5445 +[2025-03-24 22:33:04,469 INFO hook.py line 748 2330458] Test: [30/78] Loss 10.5067 +[2025-03-24 22:33:04,524 INFO hook.py line 748 2330458] Test: [31/78] Loss 3.6127 +[2025-03-24 22:33:04,557 INFO hook.py line 748 2330458] Test: [32/78] Loss 7.4266 +[2025-03-24 22:33:04,609 INFO hook.py line 748 2330458] Test: [33/78] Loss 13.0864 +[2025-03-24 22:33:04,646 INFO hook.py line 748 2330458] Test: [34/78] Loss 10.3069 +[2025-03-24 22:33:04,683 INFO hook.py line 748 2330458] Test: [35/78] Loss 12.8538 +[2025-03-24 22:33:04,716 INFO hook.py line 748 2330458] Test: [36/78] Loss 10.1675 +[2025-03-24 22:33:04,748 INFO hook.py line 748 2330458] Test: [37/78] Loss 13.8163 +[2025-03-24 22:33:04,779 INFO hook.py line 748 2330458] Test: [38/78] Loss 5.6243 +[2025-03-24 22:33:04,835 INFO hook.py line 748 2330458] Test: [39/78] Loss 8.2566 +[2025-03-24 22:33:04,885 INFO hook.py line 748 2330458] Test: [40/78] Loss 11.1689 +[2025-03-24 22:33:04,927 INFO hook.py line 748 2330458] Test: [41/78] Loss 9.7768 +[2025-03-24 22:33:04,954 INFO hook.py line 748 2330458] Test: [42/78] Loss 14.2119 +[2025-03-24 22:33:04,986 INFO hook.py line 748 2330458] Test: [43/78] Loss 15.4154 +[2025-03-24 22:33:05,040 INFO hook.py line 748 2330458] Test: [44/78] Loss 6.7890 +[2025-03-24 22:33:05,072 INFO hook.py line 748 2330458] Test: [45/78] Loss 11.0199 +[2025-03-24 22:33:05,121 INFO hook.py line 748 2330458] Test: [46/78] Loss 11.1379 +[2025-03-24 22:33:05,158 INFO hook.py line 748 2330458] Test: [47/78] Loss 5.2972 +[2025-03-24 22:33:05,189 INFO hook.py line 748 2330458] Test: [48/78] Loss 7.6897 +[2025-03-24 22:33:05,223 INFO hook.py line 748 2330458] Test: [49/78] Loss 11.6672 +[2025-03-24 22:33:05,255 INFO hook.py line 748 2330458] Test: [50/78] Loss 5.1418 +[2025-03-24 22:33:05,284 INFO hook.py line 748 2330458] Test: [51/78] Loss 21.8953 +[2025-03-24 22:33:05,324 INFO hook.py line 748 2330458] Test: [52/78] Loss 6.4995 +[2025-03-24 22:33:05,351 INFO hook.py line 748 2330458] Test: [53/78] Loss 11.2880 +[2025-03-24 22:33:05,388 INFO hook.py line 748 2330458] Test: [54/78] Loss 8.1276 +[2025-03-24 22:33:05,422 INFO hook.py line 748 2330458] Test: [55/78] Loss 4.4839 +[2025-03-24 22:33:05,458 INFO hook.py line 748 2330458] Test: [56/78] Loss 13.8311 +[2025-03-24 22:33:05,486 INFO hook.py line 748 2330458] Test: [57/78] Loss 12.1093 +[2025-03-24 22:33:05,510 INFO hook.py line 748 2330458] Test: [58/78] Loss 15.7711 +[2025-03-24 22:33:05,544 INFO hook.py line 748 2330458] Test: [59/78] Loss 8.1463 +[2025-03-24 22:33:05,572 INFO hook.py line 748 2330458] Test: [60/78] Loss 9.0917 +[2025-03-24 22:33:05,592 INFO hook.py line 748 2330458] Test: [61/78] Loss 5.3527 +[2025-03-24 22:33:05,621 INFO hook.py line 748 2330458] Test: [62/78] Loss 12.4821 +[2025-03-24 22:33:05,653 INFO hook.py line 748 2330458] Test: [63/78] Loss 5.0913 +[2025-03-24 22:33:05,704 INFO hook.py line 748 2330458] Test: [64/78] Loss 7.6892 +[2025-03-24 22:33:05,728 INFO hook.py line 748 2330458] Test: [65/78] Loss 9.4556 +[2025-03-24 22:33:05,765 INFO hook.py line 748 2330458] Test: [66/78] Loss 11.7122 +[2025-03-24 22:33:05,799 INFO hook.py line 748 2330458] Test: [67/78] Loss 12.1254 +[2025-03-24 22:33:05,827 INFO hook.py line 748 2330458] Test: [68/78] Loss 5.8786 +[2025-03-24 22:33:05,853 INFO hook.py line 748 2330458] Test: [69/78] Loss 2.0613 +[2025-03-24 22:33:05,907 INFO hook.py line 748 2330458] Test: [70/78] Loss 14.2187 +[2025-03-24 22:33:05,945 INFO hook.py line 748 2330458] Test: [71/78] Loss 7.8570 +[2025-03-24 22:33:05,991 INFO hook.py line 748 2330458] Test: [72/78] Loss 18.1735 +[2025-03-24 22:33:06,035 INFO hook.py line 748 2330458] Test: [73/78] Loss 11.6578 +[2025-03-24 22:33:06,073 INFO hook.py line 748 2330458] Test: [74/78] Loss 6.8703 +[2025-03-24 22:33:06,120 INFO hook.py line 748 2330458] Test: [75/78] Loss 4.7659 +[2025-03-24 22:33:06,145 INFO hook.py line 748 2330458] Test: [76/78] Loss 4.6560 +[2025-03-24 22:33:06,196 INFO hook.py line 748 2330458] Test: [77/78] Loss 8.1059 +[2025-03-24 22:33:06,220 INFO hook.py line 748 2330458] Test: [78/78] Loss 5.5958 +[2025-03-24 22:33:07,229 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:33:07,230 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:33:07,230 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:33:07,230 INFO hook.py line 689 2330458] wall : 0.0919 0.0947 +[2025-03-24 22:33:07,230 INFO hook.py line 689 2330458] floor : 0.7127 0.8806 +[2025-03-24 22:33:07,230 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:33:07,230 INFO hook.py line 689 2330458] bed : 0.0642 0.5858 +[2025-03-24 22:33:07,230 INFO hook.py line 689 2330458] chair : 0.1539 0.8316 +[2025-03-24 22:33:07,230 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:33:07,231 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:33:07,232 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:33:07,232 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:33:07,232 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:33:07,232 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:33:07,232 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0511/0.1196/0.3537. +[2025-03-24 22:33:07,233 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:33:07,248 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:33:07,248 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:33:09,028 INFO hook.py line 566 2330458] Train: [11/100][1/4] Data 0.998 (0.998) Batch 1.180 (1.180) Remain 00:07:03 loss: 1.7674 Lr: 2.97526e-03 +[2025-03-24 22:33:09,284 INFO hook.py line 566 2330458] Train: [11/100][2/4] Data 0.002 (0.002) Batch 0.256 (0.256) Remain 00:01:31 loss: 1.9726 Lr: 2.97297e-03 +[2025-03-24 22:33:09,465 INFO hook.py line 566 2330458] Train: [11/100][3/4] Data 0.001 (0.001) Batch 0.181 (0.181) Remain 00:01:04 loss: 1.6065 Lr: 2.97057e-03 +[2025-03-24 22:33:09,628 INFO hook.py line 566 2330458] Train: [11/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:58 loss: 1.7471 Lr: 2.96808e-03 +[2025-03-24 22:33:09,629 INFO misc.py line 135 2330458] Train result: loss: 1.7734 +[2025-03-24 22:33:09,702 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:33:20,003 INFO hook.py line 748 2330458] Test: [1/78] Loss 13.5472 +[2025-03-24 22:33:20,088 INFO hook.py line 748 2330458] Test: [2/78] Loss 8.5898 +[2025-03-24 22:33:20,411 INFO hook.py line 748 2330458] Test: [3/78] Loss 4.1186 +[2025-03-24 22:33:20,456 INFO hook.py line 748 2330458] Test: [4/78] Loss 11.2955 +[2025-03-24 22:33:20,539 INFO hook.py line 748 2330458] Test: [5/78] Loss 12.1478 +[2025-03-24 22:33:20,947 INFO hook.py line 748 2330458] Test: [6/78] Loss 5.6817 +[2025-03-24 22:33:21,051 INFO hook.py line 748 2330458] Test: [7/78] Loss 7.8809 +[2025-03-24 22:33:21,082 INFO hook.py line 748 2330458] Test: [8/78] Loss 22.6146 +[2025-03-24 22:33:21,127 INFO hook.py line 748 2330458] Test: [9/78] Loss 7.3453 +[2025-03-24 22:33:21,162 INFO hook.py line 748 2330458] Test: [10/78] Loss 11.3260 +[2025-03-24 22:33:21,209 INFO hook.py line 748 2330458] Test: [11/78] Loss 14.6645 +[2025-03-24 22:33:21,238 INFO hook.py line 748 2330458] Test: [12/78] Loss 8.4713 +[2025-03-24 22:33:21,283 INFO hook.py line 748 2330458] Test: [13/78] Loss 23.4818 +[2025-03-24 22:33:21,318 INFO hook.py line 748 2330458] Test: [14/78] Loss 11.9899 +[2025-03-24 22:33:21,352 INFO hook.py line 748 2330458] Test: [15/78] Loss 5.3403 +[2025-03-24 22:33:21,394 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.3210 +[2025-03-24 22:33:21,429 INFO hook.py line 748 2330458] Test: [17/78] Loss 11.6228 +[2025-03-24 22:33:21,459 INFO hook.py line 748 2330458] Test: [18/78] Loss 5.2365 +[2025-03-24 22:33:21,510 INFO hook.py line 748 2330458] Test: [19/78] Loss 9.6472 +[2025-03-24 22:33:21,539 INFO hook.py line 748 2330458] Test: [20/78] Loss 14.8964 +[2025-03-24 22:33:21,578 INFO hook.py line 748 2330458] Test: [21/78] Loss 4.6035 +[2025-03-24 22:33:21,614 INFO hook.py line 748 2330458] Test: [22/78] Loss 15.1747 +[2025-03-24 22:33:21,641 INFO hook.py line 748 2330458] Test: [23/78] Loss 9.5002 +[2025-03-24 22:33:21,681 INFO hook.py line 748 2330458] Test: [24/78] Loss 8.8511 +[2025-03-24 22:33:21,721 INFO hook.py line 748 2330458] Test: [25/78] Loss 8.0554 +[2025-03-24 22:33:21,757 INFO hook.py line 748 2330458] Test: [26/78] Loss 18.3320 +[2025-03-24 22:33:21,805 INFO hook.py line 748 2330458] Test: [27/78] Loss 10.9492 +[2025-03-24 22:33:21,835 INFO hook.py line 748 2330458] Test: [28/78] Loss 25.0609 +[2025-03-24 22:33:21,862 INFO hook.py line 748 2330458] Test: [29/78] Loss 5.3496 +[2025-03-24 22:33:21,914 INFO hook.py line 748 2330458] Test: [30/78] Loss 40.3538 +[2025-03-24 22:33:21,987 INFO hook.py line 748 2330458] Test: [31/78] Loss 11.2304 +[2025-03-24 22:33:22,019 INFO hook.py line 748 2330458] Test: [32/78] Loss 7.9896 +[2025-03-24 22:33:22,071 INFO hook.py line 748 2330458] Test: [33/78] Loss 6.8968 +[2025-03-24 22:33:22,106 INFO hook.py line 748 2330458] Test: [34/78] Loss 9.4218 +[2025-03-24 22:33:22,142 INFO hook.py line 748 2330458] Test: [35/78] Loss 4.4425 +[2025-03-24 22:33:22,175 INFO hook.py line 748 2330458] Test: [36/78] Loss 12.9264 +[2025-03-24 22:33:22,210 INFO hook.py line 748 2330458] Test: [37/78] Loss 47.1676 +[2025-03-24 22:33:22,239 INFO hook.py line 748 2330458] Test: [38/78] Loss 16.0022 +[2025-03-24 22:33:22,295 INFO hook.py line 748 2330458] Test: [39/78] Loss 8.5376 +[2025-03-24 22:33:22,339 INFO hook.py line 748 2330458] Test: [40/78] Loss 13.2431 +[2025-03-24 22:33:22,377 INFO hook.py line 748 2330458] Test: [41/78] Loss 7.8799 +[2025-03-24 22:33:22,403 INFO hook.py line 748 2330458] Test: [42/78] Loss 33.8492 +[2025-03-24 22:33:22,434 INFO hook.py line 748 2330458] Test: [43/78] Loss 9.8833 +[2025-03-24 22:33:22,487 INFO hook.py line 748 2330458] Test: [44/78] Loss 10.3513 +[2025-03-24 22:33:22,518 INFO hook.py line 748 2330458] Test: [45/78] Loss 25.5271 +[2025-03-24 22:33:22,560 INFO hook.py line 748 2330458] Test: [46/78] Loss 14.5997 +[2025-03-24 22:33:22,595 INFO hook.py line 748 2330458] Test: [47/78] Loss 16.8888 +[2025-03-24 22:33:22,638 INFO hook.py line 748 2330458] Test: [48/78] Loss 10.2547 +[2025-03-24 22:33:22,674 INFO hook.py line 748 2330458] Test: [49/78] Loss 13.6245 +[2025-03-24 22:33:22,706 INFO hook.py line 748 2330458] Test: [50/78] Loss 7.0899 +[2025-03-24 22:33:22,733 INFO hook.py line 748 2330458] Test: [51/78] Loss 14.1026 +[2025-03-24 22:33:22,769 INFO hook.py line 748 2330458] Test: [52/78] Loss 6.8439 +[2025-03-24 22:33:22,795 INFO hook.py line 748 2330458] Test: [53/78] Loss 4.7948 +[2025-03-24 22:33:22,830 INFO hook.py line 748 2330458] Test: [54/78] Loss 6.0285 +[2025-03-24 22:33:22,865 INFO hook.py line 748 2330458] Test: [55/78] Loss 15.9035 +[2025-03-24 22:33:22,900 INFO hook.py line 748 2330458] Test: [56/78] Loss 6.5111 +[2025-03-24 22:33:22,929 INFO hook.py line 748 2330458] Test: [57/78] Loss 12.0343 +[2025-03-24 22:33:22,952 INFO hook.py line 748 2330458] Test: [58/78] Loss 16.2650 +[2025-03-24 22:33:22,986 INFO hook.py line 748 2330458] Test: [59/78] Loss 9.6809 +[2025-03-24 22:33:23,017 INFO hook.py line 748 2330458] Test: [60/78] Loss 30.5617 +[2025-03-24 22:33:23,038 INFO hook.py line 748 2330458] Test: [61/78] Loss 22.9356 +[2025-03-24 22:33:23,067 INFO hook.py line 748 2330458] Test: [62/78] Loss 22.2623 +[2025-03-24 22:33:23,098 INFO hook.py line 748 2330458] Test: [63/78] Loss 7.8775 +[2025-03-24 22:33:23,149 INFO hook.py line 748 2330458] Test: [64/78] Loss 14.1131 +[2025-03-24 22:33:23,172 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.9041 +[2025-03-24 22:33:23,209 INFO hook.py line 748 2330458] Test: [66/78] Loss 14.3520 +[2025-03-24 22:33:23,243 INFO hook.py line 748 2330458] Test: [67/78] Loss 29.4144 +[2025-03-24 22:33:23,272 INFO hook.py line 748 2330458] Test: [68/78] Loss 6.8120 +[2025-03-24 22:33:23,298 INFO hook.py line 748 2330458] Test: [69/78] Loss 4.8767 +[2025-03-24 22:33:23,351 INFO hook.py line 748 2330458] Test: [70/78] Loss 24.3682 +[2025-03-24 22:33:23,389 INFO hook.py line 748 2330458] Test: [71/78] Loss 15.5120 +[2025-03-24 22:33:23,435 INFO hook.py line 748 2330458] Test: [72/78] Loss 36.0947 +[2025-03-24 22:33:23,480 INFO hook.py line 748 2330458] Test: [73/78] Loss 23.8112 +[2025-03-24 22:33:23,517 INFO hook.py line 748 2330458] Test: [74/78] Loss 6.9784 +[2025-03-24 22:33:23,564 INFO hook.py line 748 2330458] Test: [75/78] Loss 29.9393 +[2025-03-24 22:33:23,589 INFO hook.py line 748 2330458] Test: [76/78] Loss 15.1583 +[2025-03-24 22:33:23,640 INFO hook.py line 748 2330458] Test: [77/78] Loss 6.5162 +[2025-03-24 22:33:23,663 INFO hook.py line 748 2330458] Test: [78/78] Loss 16.7991 +[2025-03-24 22:33:24,643 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:33:24,643 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:33:24,643 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] wall : 0.4193 0.5506 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] floor : 0.6163 0.6400 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] bed : 0.0550 0.9609 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] chair : 0.3720 0.6081 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] door : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:33:24,643 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:33:24,644 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:33:24,644 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0731/0.1380/0.4163. +[2025-03-24 22:33:24,644 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:33:24,658 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0848 +[2025-03-24 22:33:24,658 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:33:26,321 INFO hook.py line 566 2330458] Train: [12/100][1/4] Data 0.860 (0.860) Batch 1.040 (1.040) Remain 00:06:09 loss: 1.9613 Lr: 2.96548e-03 +[2025-03-24 22:33:26,520 INFO hook.py line 566 2330458] Train: [12/100][2/4] Data 0.009 (0.009) Batch 0.199 (0.199) Remain 00:01:10 loss: 1.6931 Lr: 2.96279e-03 +[2025-03-24 22:33:26,691 INFO hook.py line 566 2330458] Train: [12/100][3/4] Data 0.001 (0.001) Batch 0.171 (0.171) Remain 00:01:00 loss: 1.7946 Lr: 2.95999e-03 +[2025-03-24 22:33:26,855 INFO hook.py line 566 2330458] Train: [12/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:57 loss: 1.8297 Lr: 2.95710e-03 +[2025-03-24 22:33:26,856 INFO misc.py line 135 2330458] Train result: loss: 1.8197 +[2025-03-24 22:33:26,922 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:33:37,745 INFO hook.py line 748 2330458] Test: [1/78] Loss 6.8067 +[2025-03-24 22:33:37,783 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.8985 +[2025-03-24 22:33:37,813 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.6239 +[2025-03-24 22:33:37,859 INFO hook.py line 748 2330458] Test: [4/78] Loss 3.3259 +[2025-03-24 22:33:37,889 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.5130 +[2025-03-24 22:33:37,941 INFO hook.py line 748 2330458] Test: [6/78] Loss 4.3180 +[2025-03-24 22:33:38,187 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.9834 +[2025-03-24 22:33:38,224 INFO hook.py line 748 2330458] Test: [8/78] Loss 7.1438 +[2025-03-24 22:33:38,266 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.2743 +[2025-03-24 22:33:38,295 INFO hook.py line 748 2330458] Test: [10/78] Loss 4.5141 +[2025-03-24 22:33:38,338 INFO hook.py line 748 2330458] Test: [11/78] Loss 3.2620 +[2025-03-24 22:33:38,367 INFO hook.py line 748 2330458] Test: [12/78] Loss 3.0898 +[2025-03-24 22:33:38,411 INFO hook.py line 748 2330458] Test: [13/78] Loss 5.9945 +[2025-03-24 22:33:38,445 INFO hook.py line 748 2330458] Test: [14/78] Loss 5.8484 +[2025-03-24 22:33:38,478 INFO hook.py line 748 2330458] Test: [15/78] Loss 4.5447 +[2025-03-24 22:33:38,520 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.0143 +[2025-03-24 22:33:38,554 INFO hook.py line 748 2330458] Test: [17/78] Loss 3.2351 +[2025-03-24 22:33:38,592 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.2813 +[2025-03-24 22:33:38,632 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.3187 +[2025-03-24 22:33:38,660 INFO hook.py line 748 2330458] Test: [20/78] Loss 3.4216 +[2025-03-24 22:33:38,691 INFO hook.py line 748 2330458] Test: [21/78] Loss 2.8989 +[2025-03-24 22:33:38,727 INFO hook.py line 748 2330458] Test: [22/78] Loss 4.0053 +[2025-03-24 22:33:38,762 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.6572 +[2025-03-24 22:33:38,801 INFO hook.py line 748 2330458] Test: [24/78] Loss 4.4409 +[2025-03-24 22:33:38,841 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0576 +[2025-03-24 22:33:38,878 INFO hook.py line 748 2330458] Test: [26/78] Loss 4.0336 +[2025-03-24 22:33:38,926 INFO hook.py line 748 2330458] Test: [27/78] Loss 4.9809 +[2025-03-24 22:33:38,966 INFO hook.py line 748 2330458] Test: [28/78] Loss 9.2839 +[2025-03-24 22:33:38,993 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.9845 +[2025-03-24 22:33:39,044 INFO hook.py line 748 2330458] Test: [30/78] Loss 9.9500 +[2025-03-24 22:33:39,099 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.4691 +[2025-03-24 22:33:39,130 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.3045 +[2025-03-24 22:33:39,179 INFO hook.py line 748 2330458] Test: [33/78] Loss 6.9805 +[2025-03-24 22:33:39,216 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.9640 +[2025-03-24 22:33:39,253 INFO hook.py line 748 2330458] Test: [35/78] Loss 4.7066 +[2025-03-24 22:33:39,291 INFO hook.py line 748 2330458] Test: [36/78] Loss 4.2300 +[2025-03-24 22:33:39,333 INFO hook.py line 748 2330458] Test: [37/78] Loss 12.7708 +[2025-03-24 22:33:39,359 INFO hook.py line 748 2330458] Test: [38/78] Loss 5.2927 +[2025-03-24 22:33:39,416 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.6817 +[2025-03-24 22:33:39,461 INFO hook.py line 748 2330458] Test: [40/78] Loss 5.7517 +[2025-03-24 22:33:39,504 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.7529 +[2025-03-24 22:33:39,533 INFO hook.py line 748 2330458] Test: [42/78] Loss 10.4594 +[2025-03-24 22:33:39,565 INFO hook.py line 748 2330458] Test: [43/78] Loss 6.7114 +[2025-03-24 22:33:39,620 INFO hook.py line 748 2330458] Test: [44/78] Loss 3.3333 +[2025-03-24 22:33:39,651 INFO hook.py line 748 2330458] Test: [45/78] Loss 5.5067 +[2025-03-24 22:33:39,692 INFO hook.py line 748 2330458] Test: [46/78] Loss 7.8306 +[2025-03-24 22:33:39,728 INFO hook.py line 748 2330458] Test: [47/78] Loss 4.1170 +[2025-03-24 22:33:39,765 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.7356 +[2025-03-24 22:33:39,801 INFO hook.py line 748 2330458] Test: [49/78] Loss 7.3503 +[2025-03-24 22:33:39,840 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7760 +[2025-03-24 22:33:39,881 INFO hook.py line 748 2330458] Test: [51/78] Loss 5.8041 +[2025-03-24 22:33:39,917 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.6325 +[2025-03-24 22:33:39,944 INFO hook.py line 748 2330458] Test: [53/78] Loss 5.5154 +[2025-03-24 22:33:39,979 INFO hook.py line 748 2330458] Test: [54/78] Loss 5.2906 +[2025-03-24 22:33:40,013 INFO hook.py line 748 2330458] Test: [55/78] Loss 6.3058 +[2025-03-24 22:33:40,049 INFO hook.py line 748 2330458] Test: [56/78] Loss 5.1006 +[2025-03-24 22:33:40,077 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.8390 +[2025-03-24 22:33:40,100 INFO hook.py line 748 2330458] Test: [58/78] Loss 7.1795 +[2025-03-24 22:33:40,134 INFO hook.py line 748 2330458] Test: [59/78] Loss 3.4596 +[2025-03-24 22:33:40,164 INFO hook.py line 748 2330458] Test: [60/78] Loss 8.3851 +[2025-03-24 22:33:40,185 INFO hook.py line 748 2330458] Test: [61/78] Loss 7.4467 +[2025-03-24 22:33:40,215 INFO hook.py line 748 2330458] Test: [62/78] Loss 4.9546 +[2025-03-24 22:33:40,246 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.2187 +[2025-03-24 22:33:40,297 INFO hook.py line 748 2330458] Test: [64/78] Loss 4.7762 +[2025-03-24 22:33:40,321 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.5084 +[2025-03-24 22:33:40,358 INFO hook.py line 748 2330458] Test: [66/78] Loss 4.4487 +[2025-03-24 22:33:40,392 INFO hook.py line 748 2330458] Test: [67/78] Loss 11.3679 +[2025-03-24 22:33:40,420 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.8551 +[2025-03-24 22:33:40,446 INFO hook.py line 748 2330458] Test: [69/78] Loss 1.3543 +[2025-03-24 22:33:40,499 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.4838 +[2025-03-24 22:33:40,537 INFO hook.py line 748 2330458] Test: [71/78] Loss 6.3089 +[2025-03-24 22:33:40,585 INFO hook.py line 748 2330458] Test: [72/78] Loss 13.6513 +[2025-03-24 22:33:40,630 INFO hook.py line 748 2330458] Test: [73/78] Loss 4.1498 +[2025-03-24 22:33:40,667 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.4736 +[2025-03-24 22:33:40,714 INFO hook.py line 748 2330458] Test: [75/78] Loss 6.9462 +[2025-03-24 22:33:40,739 INFO hook.py line 748 2330458] Test: [76/78] Loss 6.3969 +[2025-03-24 22:33:40,790 INFO hook.py line 748 2330458] Test: [77/78] Loss 3.2922 +[2025-03-24 22:33:40,813 INFO hook.py line 748 2330458] Test: [78/78] Loss 3.4113 +[2025-03-24 22:33:41,759 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:33:41,760 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:33:41,760 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:33:41,760 INFO hook.py line 689 2330458] wall : 0.3524 0.3920 +[2025-03-24 22:33:41,760 INFO hook.py line 689 2330458] floor : 0.8543 0.9091 +[2025-03-24 22:33:41,760 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:33:41,760 INFO hook.py line 689 2330458] bed : 0.0688 0.7948 +[2025-03-24 22:33:41,760 INFO hook.py line 689 2330458] chair : 0.3618 0.7544 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] door : 0.1876 0.6592 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:33:41,761 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:33:41,762 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:33:41,762 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:33:41,762 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:33:41,762 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:33:41,762 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:33:41,762 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0912/0.1755/0.4783. +[2025-03-24 22:33:41,763 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:33:41,768 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.0912 +[2025-03-24 22:33:41,769 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0912 +[2025-03-24 22:33:41,769 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:33:44,055 INFO hook.py line 566 2330458] Train: [13/100][1/4] Data 1.050 (1.050) Batch 1.266 (1.266) Remain 00:07:24 loss: 1.7915 Lr: 2.95410e-03 +[2025-03-24 22:33:44,250 INFO hook.py line 566 2330458] Train: [13/100][2/4] Data 0.002 (0.002) Batch 0.195 (0.195) Remain 00:01:08 loss: 1.5577 Lr: 2.95101e-03 +[2025-03-24 22:33:44,422 INFO hook.py line 566 2330458] Train: [13/100][3/4] Data 0.001 (0.001) Batch 0.173 (0.173) Remain 00:01:00 loss: 2.2689 Lr: 2.94782e-03 +[2025-03-24 22:33:44,591 INFO hook.py line 566 2330458] Train: [13/100][4/4] Data 0.002 (0.002) Batch 0.169 (0.169) Remain 00:00:58 loss: 1.6993 Lr: 2.94453e-03 +[2025-03-24 22:33:44,592 INFO misc.py line 135 2330458] Train result: loss: 1.8293 +[2025-03-24 22:33:44,645 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:33:53,025 INFO hook.py line 748 2330458] Test: [1/78] Loss 10.7660 +[2025-03-24 22:33:55,516 INFO hook.py line 748 2330458] Test: [2/78] Loss 4.8144 +[2025-03-24 22:33:55,567 INFO hook.py line 748 2330458] Test: [3/78] Loss 3.6778 +[2025-03-24 22:33:55,623 INFO hook.py line 748 2330458] Test: [4/78] Loss 4.4649 +[2025-03-24 22:33:55,657 INFO hook.py line 748 2330458] Test: [5/78] Loss 3.4506 +[2025-03-24 22:33:55,709 INFO hook.py line 748 2330458] Test: [6/78] Loss 4.4496 +[2025-03-24 22:33:55,761 INFO hook.py line 748 2330458] Test: [7/78] Loss 4.1019 +[2025-03-24 22:33:55,787 INFO hook.py line 748 2330458] Test: [8/78] Loss 2.9579 +[2025-03-24 22:33:55,829 INFO hook.py line 748 2330458] Test: [9/78] Loss 3.5707 +[2025-03-24 22:33:55,856 INFO hook.py line 748 2330458] Test: [10/78] Loss 5.8036 +[2025-03-24 22:33:55,899 INFO hook.py line 748 2330458] Test: [11/78] Loss 3.4286 +[2025-03-24 22:33:55,927 INFO hook.py line 748 2330458] Test: [12/78] Loss 5.2836 +[2025-03-24 22:33:55,972 INFO hook.py line 748 2330458] Test: [13/78] Loss 6.0434 +[2025-03-24 22:33:56,004 INFO hook.py line 748 2330458] Test: [14/78] Loss 6.3725 +[2025-03-24 22:33:56,039 INFO hook.py line 748 2330458] Test: [15/78] Loss 6.1193 +[2025-03-24 22:33:56,080 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.0363 +[2025-03-24 22:33:56,116 INFO hook.py line 748 2330458] Test: [17/78] Loss 5.7136 +[2025-03-24 22:33:56,143 INFO hook.py line 748 2330458] Test: [18/78] Loss 4.7577 +[2025-03-24 22:33:56,185 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.9726 +[2025-03-24 22:33:56,214 INFO hook.py line 748 2330458] Test: [20/78] Loss 3.7960 +[2025-03-24 22:33:56,245 INFO hook.py line 748 2330458] Test: [21/78] Loss 2.3802 +[2025-03-24 22:33:56,280 INFO hook.py line 748 2330458] Test: [22/78] Loss 7.0672 +[2025-03-24 22:33:56,304 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.9335 +[2025-03-24 22:33:56,346 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.6013 +[2025-03-24 22:33:56,385 INFO hook.py line 748 2330458] Test: [25/78] Loss 4.7566 +[2025-03-24 22:33:56,424 INFO hook.py line 748 2330458] Test: [26/78] Loss 7.3704 +[2025-03-24 22:33:56,470 INFO hook.py line 748 2330458] Test: [27/78] Loss 6.6741 +[2025-03-24 22:33:56,501 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.7304 +[2025-03-24 22:33:56,525 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.4879 +[2025-03-24 22:33:56,575 INFO hook.py line 748 2330458] Test: [30/78] Loss 8.9881 +[2025-03-24 22:33:56,628 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.7018 +[2025-03-24 22:33:56,658 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.4772 +[2025-03-24 22:33:56,706 INFO hook.py line 748 2330458] Test: [33/78] Loss 8.3454 +[2025-03-24 22:33:56,745 INFO hook.py line 748 2330458] Test: [34/78] Loss 5.3677 +[2025-03-24 22:33:56,782 INFO hook.py line 748 2330458] Test: [35/78] Loss 5.5376 +[2025-03-24 22:33:56,814 INFO hook.py line 748 2330458] Test: [36/78] Loss 4.9277 +[2025-03-24 22:33:56,852 INFO hook.py line 748 2330458] Test: [37/78] Loss 7.2030 +[2025-03-24 22:33:56,881 INFO hook.py line 748 2330458] Test: [38/78] Loss 3.3914 +[2025-03-24 22:33:56,936 INFO hook.py line 748 2330458] Test: [39/78] Loss 5.9472 +[2025-03-24 22:33:56,977 INFO hook.py line 748 2330458] Test: [40/78] Loss 7.8010 +[2025-03-24 22:33:57,021 INFO hook.py line 748 2330458] Test: [41/78] Loss 5.8501 +[2025-03-24 22:33:57,046 INFO hook.py line 748 2330458] Test: [42/78] Loss 12.9880 +[2025-03-24 22:33:57,078 INFO hook.py line 748 2330458] Test: [43/78] Loss 10.6267 +[2025-03-24 22:33:57,127 INFO hook.py line 748 2330458] Test: [44/78] Loss 4.6171 +[2025-03-24 22:33:57,155 INFO hook.py line 748 2330458] Test: [45/78] Loss 6.8277 +[2025-03-24 22:33:57,197 INFO hook.py line 748 2330458] Test: [46/78] Loss 8.1801 +[2025-03-24 22:33:57,232 INFO hook.py line 748 2330458] Test: [47/78] Loss 5.1139 +[2025-03-24 22:33:57,264 INFO hook.py line 748 2330458] Test: [48/78] Loss 5.6079 +[2025-03-24 22:33:57,294 INFO hook.py line 748 2330458] Test: [49/78] Loss 6.6781 +[2025-03-24 22:33:57,326 INFO hook.py line 748 2330458] Test: [50/78] Loss 5.0375 +[2025-03-24 22:33:57,354 INFO hook.py line 748 2330458] Test: [51/78] Loss 9.0974 +[2025-03-24 22:33:57,387 INFO hook.py line 748 2330458] Test: [52/78] Loss 3.6171 +[2025-03-24 22:33:57,414 INFO hook.py line 748 2330458] Test: [53/78] Loss 4.1900 +[2025-03-24 22:33:57,453 INFO hook.py line 748 2330458] Test: [54/78] Loss 5.4355 +[2025-03-24 22:33:57,488 INFO hook.py line 748 2330458] Test: [55/78] Loss 4.0283 +[2025-03-24 22:33:57,524 INFO hook.py line 748 2330458] Test: [56/78] Loss 5.2224 +[2025-03-24 22:33:57,552 INFO hook.py line 748 2330458] Test: [57/78] Loss 6.9675 +[2025-03-24 22:33:57,575 INFO hook.py line 748 2330458] Test: [58/78] Loss 9.2940 +[2025-03-24 22:33:57,609 INFO hook.py line 748 2330458] Test: [59/78] Loss 3.9460 +[2025-03-24 22:33:57,637 INFO hook.py line 748 2330458] Test: [60/78] Loss 3.7445 +[2025-03-24 22:33:57,657 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.8416 +[2025-03-24 22:33:57,687 INFO hook.py line 748 2330458] Test: [62/78] Loss 8.1748 +[2025-03-24 22:33:57,718 INFO hook.py line 748 2330458] Test: [63/78] Loss 4.4956 +[2025-03-24 22:33:57,769 INFO hook.py line 748 2330458] Test: [64/78] Loss 5.6094 +[2025-03-24 22:33:57,792 INFO hook.py line 748 2330458] Test: [65/78] Loss 4.8033 +[2025-03-24 22:33:57,829 INFO hook.py line 748 2330458] Test: [66/78] Loss 5.2508 +[2025-03-24 22:33:57,863 INFO hook.py line 748 2330458] Test: [67/78] Loss 8.0163 +[2025-03-24 22:33:57,893 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.8548 +[2025-03-24 22:33:57,918 INFO hook.py line 748 2330458] Test: [69/78] Loss 1.3476 +[2025-03-24 22:33:57,971 INFO hook.py line 748 2330458] Test: [70/78] Loss 4.4997 +[2025-03-24 22:33:58,009 INFO hook.py line 748 2330458] Test: [71/78] Loss 5.5366 +[2025-03-24 22:33:58,055 INFO hook.py line 748 2330458] Test: [72/78] Loss 2.7081 +[2025-03-24 22:33:58,100 INFO hook.py line 748 2330458] Test: [73/78] Loss 8.2470 +[2025-03-24 22:33:58,137 INFO hook.py line 748 2330458] Test: [74/78] Loss 4.2790 +[2025-03-24 22:33:58,184 INFO hook.py line 748 2330458] Test: [75/78] Loss 2.7788 +[2025-03-24 22:33:58,209 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.5913 +[2025-03-24 22:33:58,260 INFO hook.py line 748 2330458] Test: [77/78] Loss 6.3265 +[2025-03-24 22:33:58,283 INFO hook.py line 748 2330458] Test: [78/78] Loss 2.1941 +[2025-03-24 22:33:59,268 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:33:59,268 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:33:59,268 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:33:59,268 INFO hook.py line 689 2330458] wall : 0.3582 0.3924 +[2025-03-24 22:33:59,268 INFO hook.py line 689 2330458] floor : 0.8624 0.9083 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] bed : 0.0848 0.6190 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] chair : 0.2673 0.9040 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] door : 0.1665 0.6092 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:33:59,269 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:33:59,269 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0870/0.1716/0.4838. +[2025-03-24 22:33:59,270 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:33:59,280 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0912 +[2025-03-24 22:33:59,281 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:34:01,196 INFO hook.py line 566 2330458] Train: [14/100][1/4] Data 1.025 (1.025) Batch 1.221 (1.221) Remain 00:07:03 loss: 1.4737 Lr: 2.94114e-03 +[2025-03-24 22:34:01,380 INFO hook.py line 566 2330458] Train: [14/100][2/4] Data 0.002 (0.002) Batch 0.184 (0.184) Remain 00:01:03 loss: 1.5501 Lr: 2.93765e-03 +[2025-03-24 22:34:01,540 INFO hook.py line 566 2330458] Train: [14/100][3/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:55 loss: 1.5978 Lr: 2.93406e-03 +[2025-03-24 22:34:01,701 INFO hook.py line 566 2330458] Train: [14/100][4/4] Data 0.001 (0.001) Batch 0.162 (0.162) Remain 00:00:55 loss: 1.8125 Lr: 2.93038e-03 +[2025-03-24 22:34:01,701 INFO misc.py line 135 2330458] Train result: loss: 1.6085 +[2025-03-24 22:34:01,768 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:34:11,915 INFO hook.py line 748 2330458] Test: [1/78] Loss 9.2085 +[2025-03-24 22:34:12,062 INFO hook.py line 748 2330458] Test: [2/78] Loss 4.5527 +[2025-03-24 22:34:12,313 INFO hook.py line 748 2330458] Test: [3/78] Loss 4.5574 +[2025-03-24 22:34:12,513 INFO hook.py line 748 2330458] Test: [4/78] Loss 4.3767 +[2025-03-24 22:34:12,897 INFO hook.py line 748 2330458] Test: [5/78] Loss 5.9433 +[2025-03-24 22:34:12,952 INFO hook.py line 748 2330458] Test: [6/78] Loss 4.8331 +[2025-03-24 22:34:13,244 INFO hook.py line 748 2330458] Test: [7/78] Loss 3.8173 +[2025-03-24 22:34:13,275 INFO hook.py line 748 2330458] Test: [8/78] Loss 3.9544 +[2025-03-24 22:34:13,321 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.5075 +[2025-03-24 22:34:13,351 INFO hook.py line 748 2330458] Test: [10/78] Loss 4.8210 +[2025-03-24 22:34:13,391 INFO hook.py line 748 2330458] Test: [11/78] Loss 3.1332 +[2025-03-24 22:34:13,431 INFO hook.py line 748 2330458] Test: [12/78] Loss 2.8505 +[2025-03-24 22:34:13,474 INFO hook.py line 748 2330458] Test: [13/78] Loss 7.5861 +[2025-03-24 22:34:13,508 INFO hook.py line 748 2330458] Test: [14/78] Loss 7.3133 +[2025-03-24 22:34:13,541 INFO hook.py line 748 2330458] Test: [15/78] Loss 4.8792 +[2025-03-24 22:34:13,583 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.9972 +[2025-03-24 22:34:13,618 INFO hook.py line 748 2330458] Test: [17/78] Loss 6.6338 +[2025-03-24 22:34:13,647 INFO hook.py line 748 2330458] Test: [18/78] Loss 4.5302 +[2025-03-24 22:34:13,688 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.4207 +[2025-03-24 22:34:13,720 INFO hook.py line 748 2330458] Test: [20/78] Loss 3.9970 +[2025-03-24 22:34:13,750 INFO hook.py line 748 2330458] Test: [21/78] Loss 2.1110 +[2025-03-24 22:34:13,785 INFO hook.py line 748 2330458] Test: [22/78] Loss 5.3954 +[2025-03-24 22:34:13,809 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.2381 +[2025-03-24 22:34:13,858 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.0720 +[2025-03-24 22:34:13,895 INFO hook.py line 748 2330458] Test: [25/78] Loss 5.8799 +[2025-03-24 22:34:13,932 INFO hook.py line 748 2330458] Test: [26/78] Loss 12.0264 +[2025-03-24 22:34:13,979 INFO hook.py line 748 2330458] Test: [27/78] Loss 6.0774 +[2025-03-24 22:34:14,008 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.3543 +[2025-03-24 22:34:14,033 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.2199 +[2025-03-24 22:34:14,081 INFO hook.py line 748 2330458] Test: [30/78] Loss 12.6974 +[2025-03-24 22:34:14,137 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.5495 +[2025-03-24 22:34:14,167 INFO hook.py line 748 2330458] Test: [32/78] Loss 4.4725 +[2025-03-24 22:34:14,215 INFO hook.py line 748 2330458] Test: [33/78] Loss 6.0923 +[2025-03-24 22:34:14,255 INFO hook.py line 748 2330458] Test: [34/78] Loss 3.6874 +[2025-03-24 22:34:14,289 INFO hook.py line 748 2330458] Test: [35/78] Loss 6.4251 +[2025-03-24 22:34:14,324 INFO hook.py line 748 2330458] Test: [36/78] Loss 3.5205 +[2025-03-24 22:34:14,357 INFO hook.py line 748 2330458] Test: [37/78] Loss 11.3671 +[2025-03-24 22:34:14,385 INFO hook.py line 748 2330458] Test: [38/78] Loss 3.4690 +[2025-03-24 22:34:14,441 INFO hook.py line 748 2330458] Test: [39/78] Loss 6.2140 +[2025-03-24 22:34:14,482 INFO hook.py line 748 2330458] Test: [40/78] Loss 7.2523 +[2025-03-24 22:34:14,525 INFO hook.py line 748 2330458] Test: [41/78] Loss 6.0547 +[2025-03-24 22:34:14,550 INFO hook.py line 748 2330458] Test: [42/78] Loss 8.8735 +[2025-03-24 22:34:14,582 INFO hook.py line 748 2330458] Test: [43/78] Loss 8.8424 +[2025-03-24 22:34:14,636 INFO hook.py line 748 2330458] Test: [44/78] Loss 2.9198 +[2025-03-24 22:34:14,668 INFO hook.py line 748 2330458] Test: [45/78] Loss 8.1436 +[2025-03-24 22:34:14,710 INFO hook.py line 748 2330458] Test: [46/78] Loss 6.0775 +[2025-03-24 22:34:14,757 INFO hook.py line 748 2330458] Test: [47/78] Loss 7.2668 +[2025-03-24 22:34:14,791 INFO hook.py line 748 2330458] Test: [48/78] Loss 4.3116 +[2025-03-24 22:34:14,824 INFO hook.py line 748 2330458] Test: [49/78] Loss 6.0617 +[2025-03-24 22:34:14,861 INFO hook.py line 748 2330458] Test: [50/78] Loss 6.1283 +[2025-03-24 22:34:14,898 INFO hook.py line 748 2330458] Test: [51/78] Loss 9.5500 +[2025-03-24 22:34:14,934 INFO hook.py line 748 2330458] Test: [52/78] Loss 3.7312 +[2025-03-24 22:34:14,961 INFO hook.py line 748 2330458] Test: [53/78] Loss 7.1018 +[2025-03-24 22:34:15,001 INFO hook.py line 748 2330458] Test: [54/78] Loss 7.1568 +[2025-03-24 22:34:15,034 INFO hook.py line 748 2330458] Test: [55/78] Loss 2.6138 +[2025-03-24 22:34:15,070 INFO hook.py line 748 2330458] Test: [56/78] Loss 6.7039 +[2025-03-24 22:34:15,099 INFO hook.py line 748 2330458] Test: [57/78] Loss 4.3516 +[2025-03-24 22:34:15,122 INFO hook.py line 748 2330458] Test: [58/78] Loss 8.2239 +[2025-03-24 22:34:15,156 INFO hook.py line 748 2330458] Test: [59/78] Loss 4.4829 +[2025-03-24 22:34:15,185 INFO hook.py line 748 2330458] Test: [60/78] Loss 4.4753 +[2025-03-24 22:34:15,206 INFO hook.py line 748 2330458] Test: [61/78] Loss 4.2002 +[2025-03-24 22:34:15,235 INFO hook.py line 748 2330458] Test: [62/78] Loss 8.8026 +[2025-03-24 22:34:15,267 INFO hook.py line 748 2330458] Test: [63/78] Loss 5.2713 +[2025-03-24 22:34:15,318 INFO hook.py line 748 2330458] Test: [64/78] Loss 6.1548 +[2025-03-24 22:34:15,341 INFO hook.py line 748 2330458] Test: [65/78] Loss 6.0852 +[2025-03-24 22:34:15,378 INFO hook.py line 748 2330458] Test: [66/78] Loss 4.9766 +[2025-03-24 22:34:15,412 INFO hook.py line 748 2330458] Test: [67/78] Loss 6.7873 +[2025-03-24 22:34:15,440 INFO hook.py line 748 2330458] Test: [68/78] Loss 4.4591 +[2025-03-24 22:34:15,466 INFO hook.py line 748 2330458] Test: [69/78] Loss 2.1877 +[2025-03-24 22:34:15,519 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.5708 +[2025-03-24 22:34:15,557 INFO hook.py line 748 2330458] Test: [71/78] Loss 5.9629 +[2025-03-24 22:34:15,604 INFO hook.py line 748 2330458] Test: [72/78] Loss 2.4821 +[2025-03-24 22:34:15,649 INFO hook.py line 748 2330458] Test: [73/78] Loss 11.2378 +[2025-03-24 22:34:15,686 INFO hook.py line 748 2330458] Test: [74/78] Loss 5.2465 +[2025-03-24 22:34:15,733 INFO hook.py line 748 2330458] Test: [75/78] Loss 2.3072 +[2025-03-24 22:34:15,758 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.8774 +[2025-03-24 22:34:15,809 INFO hook.py line 748 2330458] Test: [77/78] Loss 6.9342 +[2025-03-24 22:34:15,833 INFO hook.py line 748 2330458] Test: [78/78] Loss 2.8250 +[2025-03-24 22:34:16,849 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:34:16,849 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:34:16,850 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] wall : 0.3986 0.4599 +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] floor : 0.6709 0.7742 +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] bed : 0.0923 0.7080 +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] chair : 0.2488 0.8939 +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:34:16,850 INFO hook.py line 689 2330458] door : 0.2056 0.4994 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] curtain : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:34:16,851 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:34:16,852 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:34:16,852 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:34:16,852 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0808/0.1668/0.4642. +[2025-03-24 22:34:16,853 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:34:16,866 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0912 +[2025-03-24 22:34:16,866 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:34:18,792 INFO hook.py line 566 2330458] Train: [15/100][1/4] Data 1.055 (1.055) Batch 1.258 (1.258) Remain 00:07:11 loss: 1.6878 Lr: 2.92659e-03 +[2025-03-24 22:34:18,998 INFO hook.py line 566 2330458] Train: [15/100][2/4] Data 0.002 (0.002) Batch 0.206 (0.206) Remain 00:01:10 loss: 1.3259 Lr: 2.92271e-03 +[2025-03-24 22:34:19,160 INFO hook.py line 566 2330458] Train: [15/100][3/4] Data 0.001 (0.001) Batch 0.162 (0.162) Remain 00:00:55 loss: 1.5443 Lr: 2.91873e-03 +[2025-03-24 22:34:19,329 INFO hook.py line 566 2330458] Train: [15/100][4/4] Data 0.001 (0.001) Batch 0.169 (0.169) Remain 00:00:57 loss: 1.5968 Lr: 2.91466e-03 +[2025-03-24 22:34:19,329 INFO misc.py line 135 2330458] Train result: loss: 1.5387 +[2025-03-24 22:34:19,395 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:34:29,549 INFO hook.py line 748 2330458] Test: [1/78] Loss 11.0500 +[2025-03-24 22:34:29,786 INFO hook.py line 748 2330458] Test: [2/78] Loss 5.5109 +[2025-03-24 22:34:29,829 INFO hook.py line 748 2330458] Test: [3/78] Loss 5.7847 +[2025-03-24 22:34:30,081 INFO hook.py line 748 2330458] Test: [4/78] Loss 7.2768 +[2025-03-24 22:34:30,115 INFO hook.py line 748 2330458] Test: [5/78] Loss 4.9988 +[2025-03-24 22:34:30,428 INFO hook.py line 748 2330458] Test: [6/78] Loss 5.5529 +[2025-03-24 22:34:30,627 INFO hook.py line 748 2330458] Test: [7/78] Loss 6.3343 +[2025-03-24 22:34:30,653 INFO hook.py line 748 2330458] Test: [8/78] Loss 5.2795 +[2025-03-24 22:34:30,695 INFO hook.py line 748 2330458] Test: [9/78] Loss 3.1141 +[2025-03-24 22:34:30,725 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.9082 +[2025-03-24 22:34:30,766 INFO hook.py line 748 2330458] Test: [11/78] Loss 5.3561 +[2025-03-24 22:34:30,796 INFO hook.py line 748 2330458] Test: [12/78] Loss 5.2538 +[2025-03-24 22:34:30,840 INFO hook.py line 748 2330458] Test: [13/78] Loss 9.4861 +[2025-03-24 22:34:30,874 INFO hook.py line 748 2330458] Test: [14/78] Loss 5.1023 +[2025-03-24 22:34:30,908 INFO hook.py line 748 2330458] Test: [15/78] Loss 8.3115 +[2025-03-24 22:34:30,950 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.8968 +[2025-03-24 22:34:30,992 INFO hook.py line 748 2330458] Test: [17/78] Loss 6.7725 +[2025-03-24 22:34:31,029 INFO hook.py line 748 2330458] Test: [18/78] Loss 6.4795 +[2025-03-24 22:34:31,070 INFO hook.py line 748 2330458] Test: [19/78] Loss 5.5902 +[2025-03-24 22:34:31,101 INFO hook.py line 748 2330458] Test: [20/78] Loss 5.7955 +[2025-03-24 22:34:31,132 INFO hook.py line 748 2330458] Test: [21/78] Loss 2.0534 +[2025-03-24 22:34:31,169 INFO hook.py line 748 2330458] Test: [22/78] Loss 10.4270 +[2025-03-24 22:34:31,195 INFO hook.py line 748 2330458] Test: [23/78] Loss 5.6935 +[2025-03-24 22:34:31,237 INFO hook.py line 748 2330458] Test: [24/78] Loss 4.5220 +[2025-03-24 22:34:31,274 INFO hook.py line 748 2330458] Test: [25/78] Loss 5.8728 +[2025-03-24 22:34:31,311 INFO hook.py line 748 2330458] Test: [26/78] Loss 8.7736 +[2025-03-24 22:34:31,359 INFO hook.py line 748 2330458] Test: [27/78] Loss 9.1426 +[2025-03-24 22:34:31,389 INFO hook.py line 748 2330458] Test: [28/78] Loss 6.4490 +[2025-03-24 22:34:31,424 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.3815 +[2025-03-24 22:34:31,472 INFO hook.py line 748 2330458] Test: [30/78] Loss 10.8998 +[2025-03-24 22:34:31,528 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.5531 +[2025-03-24 22:34:31,559 INFO hook.py line 748 2330458] Test: [32/78] Loss 7.1384 +[2025-03-24 22:34:31,608 INFO hook.py line 748 2330458] Test: [33/78] Loss 4.7307 +[2025-03-24 22:34:31,645 INFO hook.py line 748 2330458] Test: [34/78] Loss 7.0085 +[2025-03-24 22:34:31,682 INFO hook.py line 748 2330458] Test: [35/78] Loss 4.4851 +[2025-03-24 22:34:31,714 INFO hook.py line 748 2330458] Test: [36/78] Loss 4.6990 +[2025-03-24 22:34:31,748 INFO hook.py line 748 2330458] Test: [37/78] Loss 9.8659 +[2025-03-24 22:34:31,778 INFO hook.py line 748 2330458] Test: [38/78] Loss 4.5647 +[2025-03-24 22:34:31,835 INFO hook.py line 748 2330458] Test: [39/78] Loss 12.7670 +[2025-03-24 22:34:31,878 INFO hook.py line 748 2330458] Test: [40/78] Loss 9.5526 +[2025-03-24 22:34:31,917 INFO hook.py line 748 2330458] Test: [41/78] Loss 6.7463 +[2025-03-24 22:34:31,943 INFO hook.py line 748 2330458] Test: [42/78] Loss 21.8986 +[2025-03-24 22:34:31,974 INFO hook.py line 748 2330458] Test: [43/78] Loss 10.2844 +[2025-03-24 22:34:32,028 INFO hook.py line 748 2330458] Test: [44/78] Loss 5.3393 +[2025-03-24 22:34:32,057 INFO hook.py line 748 2330458] Test: [45/78] Loss 6.3656 +[2025-03-24 22:34:32,100 INFO hook.py line 748 2330458] Test: [46/78] Loss 6.9841 +[2025-03-24 22:34:32,138 INFO hook.py line 748 2330458] Test: [47/78] Loss 5.8142 +[2025-03-24 22:34:32,171 INFO hook.py line 748 2330458] Test: [48/78] Loss 7.4710 +[2025-03-24 22:34:32,203 INFO hook.py line 748 2330458] Test: [49/78] Loss 5.5772 +[2025-03-24 22:34:32,235 INFO hook.py line 748 2330458] Test: [50/78] Loss 7.6609 +[2025-03-24 22:34:32,263 INFO hook.py line 748 2330458] Test: [51/78] Loss 10.2172 +[2025-03-24 22:34:32,298 INFO hook.py line 748 2330458] Test: [52/78] Loss 4.4039 +[2025-03-24 22:34:32,334 INFO hook.py line 748 2330458] Test: [53/78] Loss 5.7700 +[2025-03-24 22:34:32,370 INFO hook.py line 748 2330458] Test: [54/78] Loss 5.8910 +[2025-03-24 22:34:32,407 INFO hook.py line 748 2330458] Test: [55/78] Loss 3.1344 +[2025-03-24 22:34:32,443 INFO hook.py line 748 2330458] Test: [56/78] Loss 3.5844 +[2025-03-24 22:34:32,471 INFO hook.py line 748 2330458] Test: [57/78] Loss 7.8077 +[2025-03-24 22:34:32,494 INFO hook.py line 748 2330458] Test: [58/78] Loss 8.4948 +[2025-03-24 22:34:32,528 INFO hook.py line 748 2330458] Test: [59/78] Loss 4.7307 +[2025-03-24 22:34:32,557 INFO hook.py line 748 2330458] Test: [60/78] Loss 5.4294 +[2025-03-24 22:34:32,577 INFO hook.py line 748 2330458] Test: [61/78] Loss 7.0099 +[2025-03-24 22:34:32,607 INFO hook.py line 748 2330458] Test: [62/78] Loss 10.2925 +[2025-03-24 22:34:32,638 INFO hook.py line 748 2330458] Test: [63/78] Loss 7.9607 +[2025-03-24 22:34:32,689 INFO hook.py line 748 2330458] Test: [64/78] Loss 6.8518 +[2025-03-24 22:34:32,713 INFO hook.py line 748 2330458] Test: [65/78] Loss 8.1269 +[2025-03-24 22:34:32,750 INFO hook.py line 748 2330458] Test: [66/78] Loss 7.1696 +[2025-03-24 22:34:32,784 INFO hook.py line 748 2330458] Test: [67/78] Loss 8.1616 +[2025-03-24 22:34:32,813 INFO hook.py line 748 2330458] Test: [68/78] Loss 6.8879 +[2025-03-24 22:34:32,839 INFO hook.py line 748 2330458] Test: [69/78] Loss 2.4717 +[2025-03-24 22:34:32,892 INFO hook.py line 748 2330458] Test: [70/78] Loss 7.1433 +[2025-03-24 22:34:32,931 INFO hook.py line 748 2330458] Test: [71/78] Loss 9.9223 +[2025-03-24 22:34:32,978 INFO hook.py line 748 2330458] Test: [72/78] Loss 2.4428 +[2025-03-24 22:34:33,022 INFO hook.py line 748 2330458] Test: [73/78] Loss 10.2163 +[2025-03-24 22:34:33,060 INFO hook.py line 748 2330458] Test: [74/78] Loss 5.7238 +[2025-03-24 22:34:33,106 INFO hook.py line 748 2330458] Test: [75/78] Loss 4.3837 +[2025-03-24 22:34:33,131 INFO hook.py line 748 2330458] Test: [76/78] Loss 4.4454 +[2025-03-24 22:34:33,182 INFO hook.py line 748 2330458] Test: [77/78] Loss 7.1010 +[2025-03-24 22:34:33,205 INFO hook.py line 748 2330458] Test: [78/78] Loss 3.9054 +[2025-03-24 22:34:34,255 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:34:34,255 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:34:34,255 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:34:34,255 INFO hook.py line 689 2330458] wall : 0.4502 0.5031 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] floor : 0.5152 0.5266 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] bed : 0.0735 0.5298 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] chair : 0.1895 0.9720 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] table : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] door : 0.1983 0.4185 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] bookshelf : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] curtain : 0.0115 0.0132 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:34:34,256 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:34:34,257 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:34:34,257 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:34:34,257 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:34:34,257 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:34:34,257 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0719/0.1482/0.4078. +[2025-03-24 22:34:34,257 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:34:34,271 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0912 +[2025-03-24 22:34:34,271 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:34:35,644 INFO hook.py line 566 2330458] Train: [16/100][1/4] Data 0.521 (0.521) Batch 0.733 (0.733) Remain 00:04:08 loss: 1.5478 Lr: 2.91049e-03 +[2025-03-24 22:34:35,952 INFO hook.py line 566 2330458] Train: [16/100][2/4] Data 0.155 (0.155) Batch 0.308 (0.308) Remain 00:01:44 loss: 1.4814 Lr: 2.90622e-03 +[2025-03-24 22:34:36,117 INFO hook.py line 566 2330458] Train: [16/100][3/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:55 loss: 1.3369 Lr: 2.90186e-03 +[2025-03-24 22:34:36,282 INFO hook.py line 566 2330458] Train: [16/100][4/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:00:55 loss: 1.4985 Lr: 2.89740e-03 +[2025-03-24 22:34:36,283 INFO misc.py line 135 2330458] Train result: loss: 1.4662 +[2025-03-24 22:34:36,359 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:34:47,402 INFO hook.py line 748 2330458] Test: [1/78] Loss 7.8937 +[2025-03-24 22:34:47,440 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.7084 +[2025-03-24 22:34:47,513 INFO hook.py line 748 2330458] Test: [3/78] Loss 4.0662 +[2025-03-24 22:34:47,556 INFO hook.py line 748 2330458] Test: [4/78] Loss 3.1917 +[2025-03-24 22:34:47,587 INFO hook.py line 748 2330458] Test: [5/78] Loss 4.0809 +[2025-03-24 22:34:47,642 INFO hook.py line 748 2330458] Test: [6/78] Loss 4.9184 +[2025-03-24 22:34:47,691 INFO hook.py line 748 2330458] Test: [7/78] Loss 4.4968 +[2025-03-24 22:34:47,716 INFO hook.py line 748 2330458] Test: [8/78] Loss 2.3016 +[2025-03-24 22:34:47,765 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.9597 +[2025-03-24 22:34:47,800 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.9628 +[2025-03-24 22:34:47,842 INFO hook.py line 748 2330458] Test: [11/78] Loss 4.0645 +[2025-03-24 22:34:47,878 INFO hook.py line 748 2330458] Test: [12/78] Loss 3.5706 +[2025-03-24 22:34:47,922 INFO hook.py line 748 2330458] Test: [13/78] Loss 7.8377 +[2025-03-24 22:34:47,960 INFO hook.py line 748 2330458] Test: [14/78] Loss 8.9420 +[2025-03-24 22:34:47,994 INFO hook.py line 748 2330458] Test: [15/78] Loss 5.0383 +[2025-03-24 22:34:48,036 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6078 +[2025-03-24 22:34:48,072 INFO hook.py line 748 2330458] Test: [17/78] Loss 3.0830 +[2025-03-24 22:34:48,104 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.4647 +[2025-03-24 22:34:48,148 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.0014 +[2025-03-24 22:34:48,177 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.7283 +[2025-03-24 22:34:48,208 INFO hook.py line 748 2330458] Test: [21/78] Loss 2.3609 +[2025-03-24 22:34:48,244 INFO hook.py line 748 2330458] Test: [22/78] Loss 5.1919 +[2025-03-24 22:34:48,271 INFO hook.py line 748 2330458] Test: [23/78] Loss 3.5750 +[2025-03-24 22:34:48,311 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.8452 +[2025-03-24 22:34:48,348 INFO hook.py line 748 2330458] Test: [25/78] Loss 4.8577 +[2025-03-24 22:34:48,384 INFO hook.py line 748 2330458] Test: [26/78] Loss 4.4058 +[2025-03-24 22:34:48,433 INFO hook.py line 748 2330458] Test: [27/78] Loss 5.1671 +[2025-03-24 22:34:48,463 INFO hook.py line 748 2330458] Test: [28/78] Loss 4.0015 +[2025-03-24 22:34:48,490 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.0750 +[2025-03-24 22:34:48,539 INFO hook.py line 748 2330458] Test: [30/78] Loss 9.9764 +[2025-03-24 22:34:48,594 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.3550 +[2025-03-24 22:34:48,624 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.9825 +[2025-03-24 22:34:48,675 INFO hook.py line 748 2330458] Test: [33/78] Loss 3.3165 +[2025-03-24 22:34:48,710 INFO hook.py line 748 2330458] Test: [34/78] Loss 5.5063 +[2025-03-24 22:34:48,747 INFO hook.py line 748 2330458] Test: [35/78] Loss 4.3496 +[2025-03-24 22:34:48,779 INFO hook.py line 748 2330458] Test: [36/78] Loss 3.5028 +[2025-03-24 22:34:48,812 INFO hook.py line 748 2330458] Test: [37/78] Loss 10.0265 +[2025-03-24 22:34:48,842 INFO hook.py line 748 2330458] Test: [38/78] Loss 3.2563 +[2025-03-24 22:34:48,898 INFO hook.py line 748 2330458] Test: [39/78] Loss 8.4957 +[2025-03-24 22:34:48,942 INFO hook.py line 748 2330458] Test: [40/78] Loss 7.1019 +[2025-03-24 22:34:48,980 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.8826 +[2025-03-24 22:34:49,013 INFO hook.py line 748 2330458] Test: [42/78] Loss 10.4652 +[2025-03-24 22:34:49,045 INFO hook.py line 748 2330458] Test: [43/78] Loss 7.4727 +[2025-03-24 22:34:49,097 INFO hook.py line 748 2330458] Test: [44/78] Loss 3.5400 +[2025-03-24 22:34:49,129 INFO hook.py line 748 2330458] Test: [45/78] Loss 6.1358 +[2025-03-24 22:34:49,172 INFO hook.py line 748 2330458] Test: [46/78] Loss 5.1121 +[2025-03-24 22:34:49,207 INFO hook.py line 748 2330458] Test: [47/78] Loss 4.2441 +[2025-03-24 22:34:49,239 INFO hook.py line 748 2330458] Test: [48/78] Loss 5.3680 +[2025-03-24 22:34:49,273 INFO hook.py line 748 2330458] Test: [49/78] Loss 7.1944 +[2025-03-24 22:34:49,308 INFO hook.py line 748 2330458] Test: [50/78] Loss 6.3375 +[2025-03-24 22:34:49,345 INFO hook.py line 748 2330458] Test: [51/78] Loss 7.5753 +[2025-03-24 22:34:49,379 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.5742 +[2025-03-24 22:34:49,405 INFO hook.py line 748 2330458] Test: [53/78] Loss 4.2358 +[2025-03-24 22:34:49,437 INFO hook.py line 748 2330458] Test: [54/78] Loss 5.2209 +[2025-03-24 22:34:49,473 INFO hook.py line 748 2330458] Test: [55/78] Loss 1.5281 +[2025-03-24 22:34:49,509 INFO hook.py line 748 2330458] Test: [56/78] Loss 2.8387 +[2025-03-24 22:34:49,538 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.2105 +[2025-03-24 22:34:49,561 INFO hook.py line 748 2330458] Test: [58/78] Loss 6.5300 +[2025-03-24 22:34:49,595 INFO hook.py line 748 2330458] Test: [59/78] Loss 3.1573 +[2025-03-24 22:34:49,624 INFO hook.py line 748 2330458] Test: [60/78] Loss 3.4145 +[2025-03-24 22:34:49,645 INFO hook.py line 748 2330458] Test: [61/78] Loss 4.5530 +[2025-03-24 22:34:49,674 INFO hook.py line 748 2330458] Test: [62/78] Loss 4.7806 +[2025-03-24 22:34:49,706 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.6692 +[2025-03-24 22:34:49,757 INFO hook.py line 748 2330458] Test: [64/78] Loss 5.6631 +[2025-03-24 22:34:49,780 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.5556 +[2025-03-24 22:34:49,817 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.3185 +[2025-03-24 22:34:49,852 INFO hook.py line 748 2330458] Test: [67/78] Loss 4.6638 +[2025-03-24 22:34:49,880 INFO hook.py line 748 2330458] Test: [68/78] Loss 4.6903 +[2025-03-24 22:34:49,908 INFO hook.py line 748 2330458] Test: [69/78] Loss 1.5420 +[2025-03-24 22:34:49,961 INFO hook.py line 748 2330458] Test: [70/78] Loss 5.2533 +[2025-03-24 22:34:49,999 INFO hook.py line 748 2330458] Test: [71/78] Loss 4.5466 +[2025-03-24 22:34:50,046 INFO hook.py line 748 2330458] Test: [72/78] Loss 2.2593 +[2025-03-24 22:34:50,090 INFO hook.py line 748 2330458] Test: [73/78] Loss 7.9118 +[2025-03-24 22:34:50,127 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.7828 +[2025-03-24 22:34:50,174 INFO hook.py line 748 2330458] Test: [75/78] Loss 2.3728 +[2025-03-24 22:34:50,199 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.7893 +[2025-03-24 22:34:50,250 INFO hook.py line 748 2330458] Test: [77/78] Loss 4.0717 +[2025-03-24 22:34:50,274 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.9581 +[2025-03-24 22:34:51,236 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:34:51,236 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:34:51,236 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] wall : 0.5659 0.6736 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] floor : 0.7516 0.7750 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] bed : 0.1105 0.6912 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] chair : 0.2517 0.9289 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] table : 0.0004 0.0005 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] door : 0.1823 0.3361 +[2025-03-24 22:34:51,236 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] bookshelf : 0.0004 0.0004 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] curtain : 0.0526 0.0919 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:34:51,237 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:34:51,238 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:34:51,238 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:34:51,238 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:34:51,238 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:34:51,238 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.0958/0.1749/0.5257. +[2025-03-24 22:34:51,239 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:34:51,252 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.0958 +[2025-03-24 22:34:51,252 INFO misc.py line 164 2330458] Currently Best mIoU: 0.0958 +[2025-03-24 22:34:51,252 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:34:53,449 INFO hook.py line 566 2330458] Train: [17/100][1/4] Data 0.839 (0.839) Batch 1.006 (1.006) Remain 00:05:36 loss: 1.4358 Lr: 2.89284e-03 +[2025-03-24 22:34:53,654 INFO hook.py line 566 2330458] Train: [17/100][2/4] Data 0.002 (0.002) Batch 0.205 (0.205) Remain 00:01:08 loss: 1.3106 Lr: 2.88819e-03 +[2025-03-24 22:34:53,817 INFO hook.py line 566 2330458] Train: [17/100][3/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:54 loss: 1.4999 Lr: 2.88345e-03 +[2025-03-24 22:34:53,975 INFO hook.py line 566 2330458] Train: [17/100][4/4] Data 0.001 (0.001) Batch 0.157 (0.157) Remain 00:00:52 loss: 1.5997 Lr: 2.87861e-03 +[2025-03-24 22:34:53,975 INFO misc.py line 135 2330458] Train result: loss: 1.4615 +[2025-03-24 22:34:54,045 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:35:04,564 INFO hook.py line 748 2330458] Test: [1/78] Loss 5.5954 +[2025-03-24 22:35:04,645 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.0263 +[2025-03-24 22:35:05,057 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.8270 +[2025-03-24 22:35:05,102 INFO hook.py line 748 2330458] Test: [4/78] Loss 2.7903 +[2025-03-24 22:35:05,162 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.5527 +[2025-03-24 22:35:05,211 INFO hook.py line 748 2330458] Test: [6/78] Loss 4.3425 +[2025-03-24 22:35:05,261 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.8070 +[2025-03-24 22:35:05,326 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.5491 +[2025-03-24 22:35:05,367 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.9563 +[2025-03-24 22:35:05,396 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.8634 +[2025-03-24 22:35:05,438 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.8463 +[2025-03-24 22:35:05,471 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.8887 +[2025-03-24 22:35:05,515 INFO hook.py line 748 2330458] Test: [13/78] Loss 7.0827 +[2025-03-24 22:35:05,550 INFO hook.py line 748 2330458] Test: [14/78] Loss 6.2170 +[2025-03-24 22:35:05,583 INFO hook.py line 748 2330458] Test: [15/78] Loss 5.2691 +[2025-03-24 22:35:05,626 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6325 +[2025-03-24 22:35:05,661 INFO hook.py line 748 2330458] Test: [17/78] Loss 4.1650 +[2025-03-24 22:35:05,696 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.1940 +[2025-03-24 22:35:05,733 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.3739 +[2025-03-24 22:35:05,763 INFO hook.py line 748 2330458] Test: [20/78] Loss 4.0915 +[2025-03-24 22:35:05,795 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.3748 +[2025-03-24 22:35:05,831 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.5205 +[2025-03-24 22:35:05,857 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.5970 +[2025-03-24 22:35:05,896 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.5672 +[2025-03-24 22:35:05,937 INFO hook.py line 748 2330458] Test: [25/78] Loss 4.5618 +[2025-03-24 22:35:05,975 INFO hook.py line 748 2330458] Test: [26/78] Loss 4.2078 +[2025-03-24 22:35:06,022 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.7627 +[2025-03-24 22:35:06,056 INFO hook.py line 748 2330458] Test: [28/78] Loss 5.2482 +[2025-03-24 22:35:06,088 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.6674 +[2025-03-24 22:35:06,136 INFO hook.py line 748 2330458] Test: [30/78] Loss 6.1159 +[2025-03-24 22:35:06,190 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.2360 +[2025-03-24 22:35:06,226 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.9791 +[2025-03-24 22:35:06,275 INFO hook.py line 748 2330458] Test: [33/78] Loss 2.6471 +[2025-03-24 22:35:06,312 INFO hook.py line 748 2330458] Test: [34/78] Loss 3.6785 +[2025-03-24 22:35:06,348 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.8607 +[2025-03-24 22:35:06,381 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.4121 +[2025-03-24 22:35:06,414 INFO hook.py line 748 2330458] Test: [37/78] Loss 7.4959 +[2025-03-24 22:35:06,447 INFO hook.py line 748 2330458] Test: [38/78] Loss 2.5875 +[2025-03-24 22:35:06,507 INFO hook.py line 748 2330458] Test: [39/78] Loss 4.0701 +[2025-03-24 22:35:06,550 INFO hook.py line 748 2330458] Test: [40/78] Loss 6.0138 +[2025-03-24 22:35:06,591 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.9030 +[2025-03-24 22:35:06,616 INFO hook.py line 748 2330458] Test: [42/78] Loss 6.0230 +[2025-03-24 22:35:06,649 INFO hook.py line 748 2330458] Test: [43/78] Loss 5.3728 +[2025-03-24 22:35:06,702 INFO hook.py line 748 2330458] Test: [44/78] Loss 2.7245 +[2025-03-24 22:35:06,733 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.8320 +[2025-03-24 22:35:06,775 INFO hook.py line 748 2330458] Test: [46/78] Loss 4.2726 +[2025-03-24 22:35:06,814 INFO hook.py line 748 2330458] Test: [47/78] Loss 4.7608 +[2025-03-24 22:35:06,848 INFO hook.py line 748 2330458] Test: [48/78] Loss 4.2568 +[2025-03-24 22:35:06,882 INFO hook.py line 748 2330458] Test: [49/78] Loss 6.7628 +[2025-03-24 22:35:06,916 INFO hook.py line 748 2330458] Test: [50/78] Loss 5.9036 +[2025-03-24 22:35:06,945 INFO hook.py line 748 2330458] Test: [51/78] Loss 6.8904 +[2025-03-24 22:35:06,980 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.7530 +[2025-03-24 22:35:07,007 INFO hook.py line 748 2330458] Test: [53/78] Loss 2.1877 +[2025-03-24 22:35:07,044 INFO hook.py line 748 2330458] Test: [54/78] Loss 5.8252 +[2025-03-24 22:35:07,079 INFO hook.py line 748 2330458] Test: [55/78] Loss 1.5344 +[2025-03-24 22:35:07,115 INFO hook.py line 748 2330458] Test: [56/78] Loss 2.2972 +[2025-03-24 22:35:07,144 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.0867 +[2025-03-24 22:35:07,167 INFO hook.py line 748 2330458] Test: [58/78] Loss 4.6303 +[2025-03-24 22:35:07,202 INFO hook.py line 748 2330458] Test: [59/78] Loss 3.7631 +[2025-03-24 22:35:07,232 INFO hook.py line 748 2330458] Test: [60/78] Loss 4.5746 +[2025-03-24 22:35:07,252 INFO hook.py line 748 2330458] Test: [61/78] Loss 4.8108 +[2025-03-24 22:35:07,281 INFO hook.py line 748 2330458] Test: [62/78] Loss 4.3408 +[2025-03-24 22:35:07,313 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.9597 +[2025-03-24 22:35:07,364 INFO hook.py line 748 2330458] Test: [64/78] Loss 4.8818 +[2025-03-24 22:35:07,387 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.0973 +[2025-03-24 22:35:07,424 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.1006 +[2025-03-24 22:35:07,459 INFO hook.py line 748 2330458] Test: [67/78] Loss 7.2899 +[2025-03-24 22:35:07,487 INFO hook.py line 748 2330458] Test: [68/78] Loss 4.8440 +[2025-03-24 22:35:07,513 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.8128 +[2025-03-24 22:35:07,566 INFO hook.py line 748 2330458] Test: [70/78] Loss 4.6651 +[2025-03-24 22:35:07,604 INFO hook.py line 748 2330458] Test: [71/78] Loss 5.5996 +[2025-03-24 22:35:07,651 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.1019 +[2025-03-24 22:35:07,695 INFO hook.py line 748 2330458] Test: [73/78] Loss 5.9371 +[2025-03-24 22:35:07,732 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.9785 +[2025-03-24 22:35:07,780 INFO hook.py line 748 2330458] Test: [75/78] Loss 4.0153 +[2025-03-24 22:35:07,805 INFO hook.py line 748 2330458] Test: [76/78] Loss 4.2710 +[2025-03-24 22:35:07,856 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.8983 +[2025-03-24 22:35:07,879 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.9485 +[2025-03-24 22:35:08,896 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:35:08,896 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:35:08,896 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] wall : 0.6427 0.8332 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] floor : 0.7596 0.8255 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] bed : 0.1763 0.5263 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] chair : 0.3641 0.8757 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] table : 0.1130 0.2463 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] door : 0.2549 0.5777 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] bookshelf : 0.0109 0.0116 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:35:08,896 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] curtain : 0.0452 0.0853 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:35:08,897 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:35:08,897 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1183/0.1991/0.5997. +[2025-03-24 22:35:08,897 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:35:08,900 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1183 +[2025-03-24 22:35:08,900 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1183 +[2025-03-24 22:35:08,900 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:35:11,328 INFO hook.py line 566 2330458] Train: [18/100][1/4] Data 0.985 (0.985) Batch 1.168 (1.168) Remain 00:06:26 loss: 1.3218 Lr: 2.87367e-03 +[2025-03-24 22:35:11,583 INFO hook.py line 566 2330458] Train: [18/100][2/4] Data 0.003 (0.003) Batch 0.255 (0.255) Remain 00:01:24 loss: 1.5480 Lr: 2.86864e-03 +[2025-03-24 22:35:11,749 INFO hook.py line 566 2330458] Train: [18/100][3/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:54 loss: 1.5256 Lr: 2.86352e-03 +[2025-03-24 22:35:11,911 INFO hook.py line 566 2330458] Train: [18/100][4/4] Data 0.001 (0.001) Batch 0.162 (0.162) Remain 00:00:53 loss: 1.6338 Lr: 2.85831e-03 +[2025-03-24 22:35:11,912 INFO misc.py line 135 2330458] Train result: loss: 1.5073 +[2025-03-24 22:35:11,980 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:35:22,508 INFO hook.py line 748 2330458] Test: [1/78] Loss 4.8904 +[2025-03-24 22:35:22,555 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.9644 +[2025-03-24 22:35:22,868 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.6836 +[2025-03-24 22:35:22,915 INFO hook.py line 748 2330458] Test: [4/78] Loss 2.3051 +[2025-03-24 22:35:22,957 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.2351 +[2025-03-24 22:35:23,007 INFO hook.py line 748 2330458] Test: [6/78] Loss 4.2207 +[2025-03-24 22:35:23,053 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.8313 +[2025-03-24 22:35:23,154 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.8162 +[2025-03-24 22:35:23,201 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.3164 +[2025-03-24 22:35:23,231 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.4380 +[2025-03-24 22:35:23,319 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.4619 +[2025-03-24 22:35:23,348 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.9150 +[2025-03-24 22:35:23,391 INFO hook.py line 748 2330458] Test: [13/78] Loss 4.8642 +[2025-03-24 22:35:23,432 INFO hook.py line 748 2330458] Test: [14/78] Loss 5.3213 +[2025-03-24 22:35:23,464 INFO hook.py line 748 2330458] Test: [15/78] Loss 4.7851 +[2025-03-24 22:35:23,508 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6087 +[2025-03-24 22:35:23,546 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.6498 +[2025-03-24 22:35:23,574 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.6973 +[2025-03-24 22:35:23,615 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.1745 +[2025-03-24 22:35:23,643 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.9325 +[2025-03-24 22:35:23,676 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.3281 +[2025-03-24 22:35:23,712 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.7066 +[2025-03-24 22:35:23,737 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.7938 +[2025-03-24 22:35:23,777 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.0194 +[2025-03-24 22:35:23,814 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5139 +[2025-03-24 22:35:23,851 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.4749 +[2025-03-24 22:35:23,898 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.0940 +[2025-03-24 22:35:23,933 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.4068 +[2025-03-24 22:35:23,965 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.4531 +[2025-03-24 22:35:24,015 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.5376 +[2025-03-24 22:35:24,070 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.3048 +[2025-03-24 22:35:24,100 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6213 +[2025-03-24 22:35:24,148 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.8558 +[2025-03-24 22:35:24,187 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2112 +[2025-03-24 22:35:24,222 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7768 +[2025-03-24 22:35:24,254 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.2451 +[2025-03-24 22:35:24,286 INFO hook.py line 748 2330458] Test: [37/78] Loss 5.5563 +[2025-03-24 22:35:24,318 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.9128 +[2025-03-24 22:35:24,377 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.3341 +[2025-03-24 22:35:24,418 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.9359 +[2025-03-24 22:35:24,457 INFO hook.py line 748 2330458] Test: [41/78] Loss 3.3773 +[2025-03-24 22:35:24,482 INFO hook.py line 748 2330458] Test: [42/78] Loss 4.0393 +[2025-03-24 22:35:24,521 INFO hook.py line 748 2330458] Test: [43/78] Loss 4.6144 +[2025-03-24 22:35:24,576 INFO hook.py line 748 2330458] Test: [44/78] Loss 2.2622 +[2025-03-24 22:35:24,606 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4826 +[2025-03-24 22:35:24,647 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5015 +[2025-03-24 22:35:24,682 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.8348 +[2025-03-24 22:35:24,715 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.2566 +[2025-03-24 22:35:24,746 INFO hook.py line 748 2330458] Test: [49/78] Loss 5.6434 +[2025-03-24 22:35:24,781 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.3853 +[2025-03-24 22:35:24,811 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.4773 +[2025-03-24 22:35:24,845 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.5014 +[2025-03-24 22:35:24,872 INFO hook.py line 748 2330458] Test: [53/78] Loss 2.0402 +[2025-03-24 22:35:24,906 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.7830 +[2025-03-24 22:35:24,944 INFO hook.py line 748 2330458] Test: [55/78] Loss 1.5816 +[2025-03-24 22:35:24,979 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7864 +[2025-03-24 22:35:25,008 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.1787 +[2025-03-24 22:35:25,031 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.7914 +[2025-03-24 22:35:25,066 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.9153 +[2025-03-24 22:35:25,094 INFO hook.py line 748 2330458] Test: [60/78] Loss 3.5337 +[2025-03-24 22:35:25,115 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.0094 +[2025-03-24 22:35:25,144 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.8789 +[2025-03-24 22:35:25,176 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.3287 +[2025-03-24 22:35:25,228 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.8424 +[2025-03-24 22:35:25,252 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.3707 +[2025-03-24 22:35:25,289 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.1837 +[2025-03-24 22:35:25,323 INFO hook.py line 748 2330458] Test: [67/78] Loss 5.8450 +[2025-03-24 22:35:25,352 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.0993 +[2025-03-24 22:35:25,378 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.7374 +[2025-03-24 22:35:25,431 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.1560 +[2025-03-24 22:35:25,469 INFO hook.py line 748 2330458] Test: [71/78] Loss 4.3798 +[2025-03-24 22:35:25,516 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9838 +[2025-03-24 22:35:25,560 INFO hook.py line 748 2330458] Test: [73/78] Loss 4.1660 +[2025-03-24 22:35:25,597 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.9935 +[2025-03-24 22:35:25,644 INFO hook.py line 748 2330458] Test: [75/78] Loss 2.2576 +[2025-03-24 22:35:25,669 INFO hook.py line 748 2330458] Test: [76/78] Loss 4.2507 +[2025-03-24 22:35:25,720 INFO hook.py line 748 2330458] Test: [77/78] Loss 3.1209 +[2025-03-24 22:35:25,744 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0683 +[2025-03-24 22:35:26,766 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:35:26,767 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:35:26,767 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] wall : 0.6741 0.8239 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] floor : 0.8367 0.8728 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] bed : 0.2183 0.6352 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] chair : 0.4457 0.8518 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] table : 0.1566 0.6135 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] door : 0.2812 0.5442 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] bookshelf : 0.0041 0.0045 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] curtain : 0.1439 0.1955 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:35:26,767 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:35:26,767 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1380/0.2271/0.6263. +[2025-03-24 22:35:26,768 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:35:26,775 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1380 +[2025-03-24 22:35:26,775 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1380 +[2025-03-24 22:35:26,775 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:35:28,994 INFO hook.py line 566 2330458] Train: [19/100][1/4] Data 0.965 (0.965) Batch 1.151 (1.151) Remain 00:06:16 loss: 1.3022 Lr: 2.85300e-03 +[2025-03-24 22:35:29,158 INFO hook.py line 566 2330458] Train: [19/100][2/4] Data 0.002 (0.002) Batch 0.164 (0.164) Remain 00:00:53 loss: 1.2047 Lr: 2.84760e-03 +[2025-03-24 22:35:29,307 INFO hook.py line 566 2330458] Train: [19/100][3/4] Data 0.001 (0.001) Batch 0.150 (0.150) Remain 00:00:48 loss: 1.1644 Lr: 2.84211e-03 +[2025-03-24 22:35:29,470 INFO hook.py line 566 2330458] Train: [19/100][4/4] Data 0.001 (0.001) Batch 0.163 (0.163) Remain 00:00:52 loss: 1.4234 Lr: 2.83653e-03 +[2025-03-24 22:35:29,470 INFO misc.py line 135 2330458] Train result: loss: 1.2737 +[2025-03-24 22:35:29,528 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:35:39,983 INFO hook.py line 748 2330458] Test: [1/78] Loss 6.8852 +[2025-03-24 22:35:40,034 INFO hook.py line 748 2330458] Test: [2/78] Loss 3.3487 +[2025-03-24 22:35:40,377 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.9115 +[2025-03-24 22:35:40,432 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.8624 +[2025-03-24 22:35:40,574 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.8394 +[2025-03-24 22:35:40,634 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.1218 +[2025-03-24 22:35:40,680 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.7861 +[2025-03-24 22:35:40,704 INFO hook.py line 748 2330458] Test: [8/78] Loss 2.0217 +[2025-03-24 22:35:40,848 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.0571 +[2025-03-24 22:35:40,880 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.2255 +[2025-03-24 22:35:40,921 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.3902 +[2025-03-24 22:35:40,950 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.7171 +[2025-03-24 22:35:40,994 INFO hook.py line 748 2330458] Test: [13/78] Loss 4.4917 +[2025-03-24 22:35:41,035 INFO hook.py line 748 2330458] Test: [14/78] Loss 5.8964 +[2025-03-24 22:35:41,067 INFO hook.py line 748 2330458] Test: [15/78] Loss 4.3882 +[2025-03-24 22:35:41,109 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.2883 +[2025-03-24 22:35:41,145 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8288 +[2025-03-24 22:35:41,175 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.9617 +[2025-03-24 22:35:41,215 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.4057 +[2025-03-24 22:35:41,246 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.4750 +[2025-03-24 22:35:41,278 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.2737 +[2025-03-24 22:35:41,319 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.2472 +[2025-03-24 22:35:41,350 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.5029 +[2025-03-24 22:35:41,390 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.4146 +[2025-03-24 22:35:41,428 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.2592 +[2025-03-24 22:35:41,475 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.8541 +[2025-03-24 22:35:41,522 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.8066 +[2025-03-24 22:35:41,552 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.7646 +[2025-03-24 22:35:41,579 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.3959 +[2025-03-24 22:35:41,630 INFO hook.py line 748 2330458] Test: [30/78] Loss 4.2321 +[2025-03-24 22:35:41,686 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5063 +[2025-03-24 22:35:41,717 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.8528 +[2025-03-24 22:35:41,766 INFO hook.py line 748 2330458] Test: [33/78] Loss 3.9741 +[2025-03-24 22:35:41,804 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.7297 +[2025-03-24 22:35:41,847 INFO hook.py line 748 2330458] Test: [35/78] Loss 2.6828 +[2025-03-24 22:35:41,880 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.4737 +[2025-03-24 22:35:41,915 INFO hook.py line 748 2330458] Test: [37/78] Loss 4.1716 +[2025-03-24 22:35:41,942 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.4441 +[2025-03-24 22:35:41,998 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.9005 +[2025-03-24 22:35:42,043 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.8476 +[2025-03-24 22:35:42,082 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.8698 +[2025-03-24 22:35:42,107 INFO hook.py line 748 2330458] Test: [42/78] Loss 6.5233 +[2025-03-24 22:35:42,150 INFO hook.py line 748 2330458] Test: [43/78] Loss 6.9140 +[2025-03-24 22:35:42,203 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.8552 +[2025-03-24 22:35:42,241 INFO hook.py line 748 2330458] Test: [45/78] Loss 4.9841 +[2025-03-24 22:35:42,296 INFO hook.py line 748 2330458] Test: [46/78] Loss 6.1965 +[2025-03-24 22:35:42,331 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.6661 +[2025-03-24 22:35:42,364 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.7656 +[2025-03-24 22:35:42,397 INFO hook.py line 748 2330458] Test: [49/78] Loss 5.9545 +[2025-03-24 22:35:42,430 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.1751 +[2025-03-24 22:35:42,458 INFO hook.py line 748 2330458] Test: [51/78] Loss 6.0481 +[2025-03-24 22:35:42,497 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.4240 +[2025-03-24 22:35:42,531 INFO hook.py line 748 2330458] Test: [53/78] Loss 2.9161 +[2025-03-24 22:35:42,567 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.5332 +[2025-03-24 22:35:42,605 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.5602 +[2025-03-24 22:35:42,641 INFO hook.py line 748 2330458] Test: [56/78] Loss 3.6113 +[2025-03-24 22:35:42,670 INFO hook.py line 748 2330458] Test: [57/78] Loss 4.0436 +[2025-03-24 22:35:42,693 INFO hook.py line 748 2330458] Test: [58/78] Loss 6.1840 +[2025-03-24 22:35:42,728 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.4916 +[2025-03-24 22:35:42,756 INFO hook.py line 748 2330458] Test: [60/78] Loss 2.5096 +[2025-03-24 22:35:42,777 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.0168 +[2025-03-24 22:35:42,806 INFO hook.py line 748 2330458] Test: [62/78] Loss 4.0212 +[2025-03-24 22:35:42,838 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.2165 +[2025-03-24 22:35:42,889 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.8083 +[2025-03-24 22:35:42,914 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.6452 +[2025-03-24 22:35:42,950 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.5080 +[2025-03-24 22:35:42,985 INFO hook.py line 748 2330458] Test: [67/78] Loss 4.0716 +[2025-03-24 22:35:43,013 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3245 +[2025-03-24 22:35:43,040 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.8226 +[2025-03-24 22:35:43,093 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.1618 +[2025-03-24 22:35:43,131 INFO hook.py line 748 2330458] Test: [71/78] Loss 4.7761 +[2025-03-24 22:35:43,177 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.3607 +[2025-03-24 22:35:43,222 INFO hook.py line 748 2330458] Test: [73/78] Loss 5.1535 +[2025-03-24 22:35:43,260 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.8984 +[2025-03-24 22:35:43,307 INFO hook.py line 748 2330458] Test: [75/78] Loss 1.3305 +[2025-03-24 22:35:43,332 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.8739 +[2025-03-24 22:35:43,383 INFO hook.py line 748 2330458] Test: [77/78] Loss 2.3390 +[2025-03-24 22:35:43,406 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.1161 +[2025-03-24 22:35:44,427 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:35:44,427 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:35:44,427 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:35:44,427 INFO hook.py line 689 2330458] wall : 0.6602 0.7879 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] floor : 0.8852 0.9146 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] bed : 0.2580 0.7030 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] chair : 0.4016 0.9119 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] table : 0.2154 0.7308 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] door : 0.3052 0.5208 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] bookshelf : 0.0071 0.0095 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:35:44,428 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] curtain : 0.0934 0.1322 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:35:44,429 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:35:44,429 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1413/0.2355/0.6366. +[2025-03-24 22:35:44,430 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:35:44,442 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1413 +[2025-03-24 22:35:44,442 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1413 +[2025-03-24 22:35:44,443 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:35:46,549 INFO hook.py line 566 2330458] Train: [20/100][1/4] Data 0.882 (0.882) Batch 1.052 (1.052) Remain 00:05:39 loss: 1.1093 Lr: 2.83085e-03 +[2025-03-24 22:35:46,766 INFO hook.py line 566 2330458] Train: [20/100][2/4] Data 0.044 (0.044) Batch 0.217 (0.217) Remain 00:01:10 loss: 1.1889 Lr: 2.82509e-03 +[2025-03-24 22:35:46,932 INFO hook.py line 566 2330458] Train: [20/100][3/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:53 loss: 1.2345 Lr: 2.81923e-03 +[2025-03-24 22:35:47,090 INFO hook.py line 566 2330458] Train: [20/100][4/4] Data 0.001 (0.001) Batch 0.159 (0.159) Remain 00:00:50 loss: 1.3347 Lr: 2.81328e-03 +[2025-03-24 22:35:47,090 INFO misc.py line 135 2330458] Train result: loss: 1.2168 +[2025-03-24 22:35:47,159 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:35:57,806 INFO hook.py line 748 2330458] Test: [1/78] Loss 5.0796 +[2025-03-24 22:35:57,854 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.6409 +[2025-03-24 22:35:58,020 INFO hook.py line 748 2330458] Test: [3/78] Loss 3.2974 +[2025-03-24 22:35:58,064 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.8101 +[2025-03-24 22:35:58,098 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.0857 +[2025-03-24 22:35:58,148 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.3482 +[2025-03-24 22:35:58,193 INFO hook.py line 748 2330458] Test: [7/78] Loss 3.4203 +[2025-03-24 22:35:58,599 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.4721 +[2025-03-24 22:35:58,647 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6466 +[2025-03-24 22:35:58,680 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.8093 +[2025-03-24 22:35:58,723 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.6451 +[2025-03-24 22:35:58,760 INFO hook.py line 748 2330458] Test: [12/78] Loss 2.4055 +[2025-03-24 22:35:58,804 INFO hook.py line 748 2330458] Test: [13/78] Loss 4.4173 +[2025-03-24 22:35:58,838 INFO hook.py line 748 2330458] Test: [14/78] Loss 5.7425 +[2025-03-24 22:35:58,872 INFO hook.py line 748 2330458] Test: [15/78] Loss 5.3272 +[2025-03-24 22:35:58,914 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.3543 +[2025-03-24 22:35:58,949 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.1750 +[2025-03-24 22:35:58,984 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.5645 +[2025-03-24 22:35:59,027 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.9035 +[2025-03-24 22:35:59,061 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.2893 +[2025-03-24 22:35:59,101 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.0171 +[2025-03-24 22:35:59,138 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.3764 +[2025-03-24 22:35:59,166 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.6336 +[2025-03-24 22:35:59,205 INFO hook.py line 748 2330458] Test: [24/78] Loss 3.0237 +[2025-03-24 22:35:59,246 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.3295 +[2025-03-24 22:35:59,286 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.6012 +[2025-03-24 22:35:59,333 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.4824 +[2025-03-24 22:35:59,363 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.7730 +[2025-03-24 22:35:59,390 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.3669 +[2025-03-24 22:35:59,440 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.8010 +[2025-03-24 22:35:59,495 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6251 +[2025-03-24 22:35:59,526 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6634 +[2025-03-24 22:35:59,574 INFO hook.py line 748 2330458] Test: [33/78] Loss 2.9813 +[2025-03-24 22:35:59,608 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.5483 +[2025-03-24 22:35:59,646 INFO hook.py line 748 2330458] Test: [35/78] Loss 2.6777 +[2025-03-24 22:35:59,678 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.6082 +[2025-03-24 22:35:59,711 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.8676 +[2025-03-24 22:35:59,742 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.0756 +[2025-03-24 22:35:59,799 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.5858 +[2025-03-24 22:35:59,841 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.9520 +[2025-03-24 22:35:59,882 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.5505 +[2025-03-24 22:35:59,917 INFO hook.py line 748 2330458] Test: [42/78] Loss 4.0113 +[2025-03-24 22:35:59,950 INFO hook.py line 748 2330458] Test: [43/78] Loss 4.8612 +[2025-03-24 22:36:00,002 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.8843 +[2025-03-24 22:36:00,042 INFO hook.py line 748 2330458] Test: [45/78] Loss 4.4846 +[2025-03-24 22:36:00,084 INFO hook.py line 748 2330458] Test: [46/78] Loss 5.0708 +[2025-03-24 22:36:00,122 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.6790 +[2025-03-24 22:36:00,155 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.3037 +[2025-03-24 22:36:00,187 INFO hook.py line 748 2330458] Test: [49/78] Loss 5.1102 +[2025-03-24 22:36:00,224 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.6056 +[2025-03-24 22:36:00,259 INFO hook.py line 748 2330458] Test: [51/78] Loss 5.1996 +[2025-03-24 22:36:00,295 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.7837 +[2025-03-24 22:36:00,325 INFO hook.py line 748 2330458] Test: [53/78] Loss 2.8655 +[2025-03-24 22:36:00,361 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.8569 +[2025-03-24 22:36:00,397 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3042 +[2025-03-24 22:36:00,432 INFO hook.py line 748 2330458] Test: [56/78] Loss 2.8555 +[2025-03-24 22:36:00,461 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.2810 +[2025-03-24 22:36:00,484 INFO hook.py line 748 2330458] Test: [58/78] Loss 4.4019 +[2025-03-24 22:36:00,518 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.2334 +[2025-03-24 22:36:00,547 INFO hook.py line 748 2330458] Test: [60/78] Loss 2.0063 +[2025-03-24 22:36:00,567 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.6523 +[2025-03-24 22:36:00,596 INFO hook.py line 748 2330458] Test: [62/78] Loss 3.4971 +[2025-03-24 22:36:00,628 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.7898 +[2025-03-24 22:36:00,679 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.8324 +[2025-03-24 22:36:00,703 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.5245 +[2025-03-24 22:36:00,740 INFO hook.py line 748 2330458] Test: [66/78] Loss 3.1404 +[2025-03-24 22:36:00,774 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.9378 +[2025-03-24 22:36:00,803 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.3278 +[2025-03-24 22:36:00,829 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.7081 +[2025-03-24 22:36:00,884 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.8256 +[2025-03-24 22:36:00,922 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.6479 +[2025-03-24 22:36:00,968 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.2624 +[2025-03-24 22:36:01,012 INFO hook.py line 748 2330458] Test: [73/78] Loss 4.0602 +[2025-03-24 22:36:01,050 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.9256 +[2025-03-24 22:36:01,097 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9394 +[2025-03-24 22:36:01,121 INFO hook.py line 748 2330458] Test: [76/78] Loss 3.0129 +[2025-03-24 22:36:01,172 INFO hook.py line 748 2330458] Test: [77/78] Loss 2.2950 +[2025-03-24 22:36:01,195 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9139 +[2025-03-24 22:36:02,184 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:36:02,185 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:36:02,185 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:36:02,185 INFO hook.py line 689 2330458] wall : 0.6746 0.8126 +[2025-03-24 22:36:02,185 INFO hook.py line 689 2330458] floor : 0.8804 0.9052 +[2025-03-24 22:36:02,185 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:36:02,185 INFO hook.py line 689 2330458] bed : 0.3960 0.5542 +[2025-03-24 22:36:02,185 INFO hook.py line 689 2330458] chair : 0.3911 0.8549 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] table : 0.1826 0.8633 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] door : 0.2584 0.4385 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] window : 0.0000 0.0000 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] bookshelf : 0.0050 0.0052 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] curtain : 0.0735 0.0809 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:36:02,186 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:36:02,187 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:36:02,187 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:36:02,187 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:36:02,187 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:36:02,187 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:36:02,187 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1431/0.2257/0.6340. +[2025-03-24 22:36:02,188 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:36:02,203 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1431 +[2025-03-24 22:36:02,203 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1431 +[2025-03-24 22:36:02,203 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:36:04,319 INFO hook.py line 566 2330458] Train: [21/100][1/4] Data 0.856 (0.856) Batch 1.071 (1.071) Remain 00:05:41 loss: 1.5502 Lr: 2.80725e-03 +[2025-03-24 22:36:04,528 INFO hook.py line 566 2330458] Train: [21/100][2/4] Data 0.002 (0.002) Batch 0.209 (0.209) Remain 00:01:06 loss: 1.0411 Lr: 2.80112e-03 +[2025-03-24 22:36:04,697 INFO hook.py line 566 2330458] Train: [21/100][3/4] Data 0.002 (0.002) Batch 0.169 (0.169) Remain 00:00:53 loss: 0.8340 Lr: 2.79491e-03 +[2025-03-24 22:36:04,860 INFO hook.py line 566 2330458] Train: [21/100][4/4] Data 0.002 (0.002) Batch 0.163 (0.163) Remain 00:00:51 loss: 0.7651 Lr: 2.78860e-03 +[2025-03-24 22:36:04,860 INFO misc.py line 135 2330458] Train result: loss: 1.0476 +[2025-03-24 22:36:04,940 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:36:15,074 INFO hook.py line 748 2330458] Test: [1/78] Loss 5.2616 +[2025-03-24 22:36:15,410 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.7270 +[2025-03-24 22:36:15,442 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5169 +[2025-03-24 22:36:15,491 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.7816 +[2025-03-24 22:36:15,524 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.8019 +[2025-03-24 22:36:16,045 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.8629 +[2025-03-24 22:36:16,320 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.9088 +[2025-03-24 22:36:16,350 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.2042 +[2025-03-24 22:36:16,394 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.7260 +[2025-03-24 22:36:16,423 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.6839 +[2025-03-24 22:36:16,463 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.5114 +[2025-03-24 22:36:16,495 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.4814 +[2025-03-24 22:36:16,542 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.8810 +[2025-03-24 22:36:16,576 INFO hook.py line 748 2330458] Test: [14/78] Loss 5.0634 +[2025-03-24 22:36:16,609 INFO hook.py line 748 2330458] Test: [15/78] Loss 4.4564 +[2025-03-24 22:36:16,651 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.2313 +[2025-03-24 22:36:16,685 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8687 +[2025-03-24 22:36:16,716 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.0448 +[2025-03-24 22:36:16,756 INFO hook.py line 748 2330458] Test: [19/78] Loss 3.0719 +[2025-03-24 22:36:16,784 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7173 +[2025-03-24 22:36:16,817 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.8148 +[2025-03-24 22:36:16,852 INFO hook.py line 748 2330458] Test: [22/78] Loss 3.1727 +[2025-03-24 22:36:16,876 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.9346 +[2025-03-24 22:36:16,916 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.6129 +[2025-03-24 22:36:16,955 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.2098 +[2025-03-24 22:36:16,992 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.4922 +[2025-03-24 22:36:17,039 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.0742 +[2025-03-24 22:36:17,075 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.8006 +[2025-03-24 22:36:17,101 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9343 +[2025-03-24 22:36:17,153 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.2256 +[2025-03-24 22:36:17,208 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3956 +[2025-03-24 22:36:17,239 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.3192 +[2025-03-24 22:36:17,287 INFO hook.py line 748 2330458] Test: [33/78] Loss 2.3962 +[2025-03-24 22:36:17,321 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.7307 +[2025-03-24 22:36:17,357 INFO hook.py line 748 2330458] Test: [35/78] Loss 2.0473 +[2025-03-24 22:36:17,388 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.8589 +[2025-03-24 22:36:17,421 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.7112 +[2025-03-24 22:36:17,452 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.8124 +[2025-03-24 22:36:17,510 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.3781 +[2025-03-24 22:36:17,552 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.7444 +[2025-03-24 22:36:17,595 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.4948 +[2025-03-24 22:36:17,622 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.9478 +[2025-03-24 22:36:17,653 INFO hook.py line 748 2330458] Test: [43/78] Loss 4.6401 +[2025-03-24 22:36:17,705 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.6390 +[2025-03-24 22:36:17,735 INFO hook.py line 748 2330458] Test: [45/78] Loss 4.7509 +[2025-03-24 22:36:17,779 INFO hook.py line 748 2330458] Test: [46/78] Loss 5.0286 +[2025-03-24 22:36:17,817 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.2471 +[2025-03-24 22:36:17,847 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.1650 +[2025-03-24 22:36:17,880 INFO hook.py line 748 2330458] Test: [49/78] Loss 5.0387 +[2025-03-24 22:36:17,914 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.8078 +[2025-03-24 22:36:17,943 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.9438 +[2025-03-24 22:36:17,978 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1003 +[2025-03-24 22:36:18,006 INFO hook.py line 748 2330458] Test: [53/78] Loss 2.2460 +[2025-03-24 22:36:18,040 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.7198 +[2025-03-24 22:36:18,077 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1400 +[2025-03-24 22:36:18,113 INFO hook.py line 748 2330458] Test: [56/78] Loss 2.3485 +[2025-03-24 22:36:18,141 INFO hook.py line 748 2330458] Test: [57/78] Loss 3.1830 +[2025-03-24 22:36:18,164 INFO hook.py line 748 2330458] Test: [58/78] Loss 4.3395 +[2025-03-24 22:36:18,199 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.3715 +[2025-03-24 22:36:18,228 INFO hook.py line 748 2330458] Test: [60/78] Loss 2.1501 +[2025-03-24 22:36:18,249 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.7027 +[2025-03-24 22:36:18,279 INFO hook.py line 748 2330458] Test: [62/78] Loss 3.1688 +[2025-03-24 22:36:18,311 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.7826 +[2025-03-24 22:36:18,362 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.6275 +[2025-03-24 22:36:18,387 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.8699 +[2025-03-24 22:36:18,423 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.8586 +[2025-03-24 22:36:18,458 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.9199 +[2025-03-24 22:36:18,487 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.7338 +[2025-03-24 22:36:18,513 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.7050 +[2025-03-24 22:36:18,566 INFO hook.py line 748 2330458] Test: [70/78] Loss 3.2686 +[2025-03-24 22:36:18,604 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.3299 +[2025-03-24 22:36:18,651 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.2395 +[2025-03-24 22:36:18,697 INFO hook.py line 748 2330458] Test: [73/78] Loss 3.6274 +[2025-03-24 22:36:18,734 INFO hook.py line 748 2330458] Test: [74/78] Loss 3.2795 +[2025-03-24 22:36:18,780 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.5829 +[2025-03-24 22:36:18,805 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.8867 +[2025-03-24 22:36:18,857 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.7748 +[2025-03-24 22:36:18,880 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0384 +[2025-03-24 22:36:19,805 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:36:19,805 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:36:19,805 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] wall : 0.6887 0.8547 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] floor : 0.8619 0.8858 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] bed : 0.4203 0.6045 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] chair : 0.4335 0.9095 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] table : 0.2337 0.7875 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] door : 0.2885 0.5167 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] window : 0.0154 0.0156 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] bookshelf : 0.1009 0.1709 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] curtain : 0.1489 0.2364 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:36:19,806 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:36:19,806 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1596/0.2491/0.6552. +[2025-03-24 22:36:19,806 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:36:19,817 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1596 +[2025-03-24 22:36:19,817 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1596 +[2025-03-24 22:36:19,817 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:36:22,066 INFO hook.py line 566 2330458] Train: [22/100][1/4] Data 1.027 (1.027) Batch 1.238 (1.238) Remain 00:06:30 loss: 1.3265 Lr: 2.78221e-03 +[2025-03-24 22:36:22,298 INFO hook.py line 566 2330458] Train: [22/100][2/4] Data 0.002 (0.002) Batch 0.231 (0.231) Remain 00:01:12 loss: 1.3696 Lr: 2.77573e-03 +[2025-03-24 22:36:22,466 INFO hook.py line 566 2330458] Train: [22/100][3/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:52 loss: 1.6499 Lr: 2.76917e-03 +[2025-03-24 22:36:22,633 INFO hook.py line 566 2330458] Train: [22/100][4/4] Data 0.001 (0.001) Batch 0.167 (0.167) Remain 00:00:52 loss: 1.1350 Lr: 2.76251e-03 +[2025-03-24 22:36:22,634 INFO misc.py line 135 2330458] Train result: loss: 1.3703 +[2025-03-24 22:36:22,701 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:36:33,356 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.9803 +[2025-03-24 22:36:33,408 INFO hook.py line 748 2330458] Test: [2/78] Loss 1.9962 +[2025-03-24 22:36:33,437 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1163 +[2025-03-24 22:36:33,483 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.6181 +[2025-03-24 22:36:33,514 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.9968 +[2025-03-24 22:36:33,565 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.1744 +[2025-03-24 22:36:33,614 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0137 +[2025-03-24 22:36:33,639 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.1237 +[2025-03-24 22:36:33,684 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.7400 +[2025-03-24 22:36:33,832 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.8786 +[2025-03-24 22:36:33,872 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.4812 +[2025-03-24 22:36:33,899 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.4820 +[2025-03-24 22:36:33,944 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2131 +[2025-03-24 22:36:33,977 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.3848 +[2025-03-24 22:36:34,011 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.2485 +[2025-03-24 22:36:34,052 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.5332 +[2025-03-24 22:36:34,085 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8741 +[2025-03-24 22:36:34,113 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.6495 +[2025-03-24 22:36:34,158 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.8912 +[2025-03-24 22:36:34,189 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.3647 +[2025-03-24 22:36:34,220 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.9040 +[2025-03-24 22:36:34,255 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.5241 +[2025-03-24 22:36:34,280 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5863 +[2025-03-24 22:36:34,318 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9755 +[2025-03-24 22:36:34,355 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9798 +[2025-03-24 22:36:34,390 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1813 +[2025-03-24 22:36:34,436 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.7936 +[2025-03-24 22:36:34,464 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.5222 +[2025-03-24 22:36:34,488 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.1431 +[2025-03-24 22:36:34,539 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.0765 +[2025-03-24 22:36:34,593 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.1206 +[2025-03-24 22:36:34,622 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.5750 +[2025-03-24 22:36:34,679 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5555 +[2025-03-24 22:36:34,719 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2012 +[2025-03-24 22:36:34,752 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6044 +[2025-03-24 22:36:34,785 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.1197 +[2025-03-24 22:36:34,820 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.3639 +[2025-03-24 22:36:34,843 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.1822 +[2025-03-24 22:36:34,899 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.6489 +[2025-03-24 22:36:34,938 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.1411 +[2025-03-24 22:36:34,977 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.1239 +[2025-03-24 22:36:35,002 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.3622 +[2025-03-24 22:36:35,044 INFO hook.py line 748 2330458] Test: [43/78] Loss 4.0513 +[2025-03-24 22:36:35,093 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2139 +[2025-03-24 22:36:35,120 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3852 +[2025-03-24 22:36:35,161 INFO hook.py line 748 2330458] Test: [46/78] Loss 4.4958 +[2025-03-24 22:36:35,199 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.0622 +[2025-03-24 22:36:35,228 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.1483 +[2025-03-24 22:36:35,258 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.6270 +[2025-03-24 22:36:35,289 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.3074 +[2025-03-24 22:36:35,320 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7722 +[2025-03-24 22:36:35,360 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.4939 +[2025-03-24 22:36:35,391 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6241 +[2025-03-24 22:36:35,426 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.4634 +[2025-03-24 22:36:35,463 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2313 +[2025-03-24 22:36:35,500 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.8240 +[2025-03-24 22:36:35,528 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3667 +[2025-03-24 22:36:35,550 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.1362 +[2025-03-24 22:36:35,584 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.9327 +[2025-03-24 22:36:35,613 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6628 +[2025-03-24 22:36:35,634 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.2854 +[2025-03-24 22:36:35,663 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3668 +[2025-03-24 22:36:35,694 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.1888 +[2025-03-24 22:36:35,745 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.9289 +[2025-03-24 22:36:35,768 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.9045 +[2025-03-24 22:36:35,805 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3338 +[2025-03-24 22:36:35,839 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.7514 +[2025-03-24 22:36:35,868 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.0811 +[2025-03-24 22:36:35,894 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.5383 +[2025-03-24 22:36:35,947 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.6101 +[2025-03-24 22:36:35,985 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.5969 +[2025-03-24 22:36:36,031 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.1441 +[2025-03-24 22:36:36,075 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.6293 +[2025-03-24 22:36:36,112 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3249 +[2025-03-24 22:36:36,159 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.4574 +[2025-03-24 22:36:36,184 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7751 +[2025-03-24 22:36:36,235 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.5480 +[2025-03-24 22:36:36,258 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.6744 +[2025-03-24 22:36:37,282 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:36:37,285 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:36:37,285 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:36:37,285 INFO hook.py line 689 2330458] wall : 0.7103 0.8714 +[2025-03-24 22:36:37,285 INFO hook.py line 689 2330458] floor : 0.9042 0.9426 +[2025-03-24 22:36:37,285 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:36:37,285 INFO hook.py line 689 2330458] bed : 0.3996 0.5591 +[2025-03-24 22:36:37,285 INFO hook.py line 689 2330458] chair : 0.5254 0.6699 +[2025-03-24 22:36:37,285 INFO hook.py line 689 2330458] sofa : 0.0000 0.0000 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] table : 0.1708 0.8835 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] door : 0.2917 0.4250 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] window : 0.1858 0.2615 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] bookshelf : 0.0440 0.0609 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] curtain : 0.1854 0.2799 +[2025-03-24 22:36:37,286 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:36:37,287 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:36:37,287 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:36:37,287 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:36:37,287 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:36:37,287 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:36:37,287 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:36:37,287 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1709/0.2477/0.6605. +[2025-03-24 22:36:37,288 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:36:37,304 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1709 +[2025-03-24 22:36:37,304 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1709 +[2025-03-24 22:36:37,304 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:36:39,266 INFO hook.py line 566 2330458] Train: [23/100][1/4] Data 0.712 (0.712) Batch 0.876 (0.876) Remain 00:04:32 loss: 1.3823 Lr: 2.75577e-03 +[2025-03-24 22:36:39,456 INFO hook.py line 566 2330458] Train: [23/100][2/4] Data 0.038 (0.038) Batch 0.189 (0.189) Remain 00:00:58 loss: 0.9581 Lr: 2.74895e-03 +[2025-03-24 22:36:39,619 INFO hook.py line 566 2330458] Train: [23/100][3/4] Data 0.002 (0.002) Batch 0.164 (0.164) Remain 00:00:50 loss: 1.3217 Lr: 2.74204e-03 +[2025-03-24 22:36:39,778 INFO hook.py line 566 2330458] Train: [23/100][4/4] Data 0.001 (0.001) Batch 0.159 (0.159) Remain 00:00:49 loss: 0.8261 Lr: 2.73504e-03 +[2025-03-24 22:36:39,778 INFO misc.py line 135 2330458] Train result: loss: 1.1221 +[2025-03-24 22:36:39,844 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:36:50,577 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.9185 +[2025-03-24 22:36:50,621 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4197 +[2025-03-24 22:36:50,675 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1068 +[2025-03-24 22:36:50,720 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.3631 +[2025-03-24 22:36:50,820 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.9869 +[2025-03-24 22:36:50,899 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.1114 +[2025-03-24 22:36:50,945 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1700 +[2025-03-24 22:36:50,975 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0416 +[2025-03-24 22:36:51,019 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.1115 +[2025-03-24 22:36:51,048 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.0740 +[2025-03-24 22:36:51,089 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.1893 +[2025-03-24 22:36:51,119 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.6543 +[2025-03-24 22:36:51,163 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.8755 +[2025-03-24 22:36:51,196 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.0497 +[2025-03-24 22:36:51,230 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.5138 +[2025-03-24 22:36:51,272 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5293 +[2025-03-24 22:36:51,305 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9592 +[2025-03-24 22:36:51,340 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.5974 +[2025-03-24 22:36:51,379 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.9860 +[2025-03-24 22:36:51,408 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.1241 +[2025-03-24 22:36:51,439 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.8157 +[2025-03-24 22:36:51,477 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.4555 +[2025-03-24 22:36:51,504 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6317 +[2025-03-24 22:36:51,545 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.2697 +[2025-03-24 22:36:51,585 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.2107 +[2025-03-24 22:36:51,621 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.3211 +[2025-03-24 22:36:51,668 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.7038 +[2025-03-24 22:36:51,697 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.2041 +[2025-03-24 22:36:51,723 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0319 +[2025-03-24 22:36:51,774 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.5408 +[2025-03-24 22:36:51,829 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5882 +[2025-03-24 22:36:51,867 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.7540 +[2025-03-24 22:36:51,916 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6377 +[2025-03-24 22:36:51,956 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2715 +[2025-03-24 22:36:51,991 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7318 +[2025-03-24 22:36:52,024 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.4159 +[2025-03-24 22:36:52,059 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2013 +[2025-03-24 22:36:52,088 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.8895 +[2025-03-24 22:36:52,144 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8139 +[2025-03-24 22:36:52,185 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.8232 +[2025-03-24 22:36:52,225 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9326 +[2025-03-24 22:36:52,251 INFO hook.py line 748 2330458] Test: [42/78] Loss 4.3512 +[2025-03-24 22:36:52,283 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.7700 +[2025-03-24 22:36:52,343 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4357 +[2025-03-24 22:36:52,374 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2254 +[2025-03-24 22:36:52,416 INFO hook.py line 748 2330458] Test: [46/78] Loss 4.4032 +[2025-03-24 22:36:52,452 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.2661 +[2025-03-24 22:36:52,482 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.3678 +[2025-03-24 22:36:52,513 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.2084 +[2025-03-24 22:36:52,544 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.1666 +[2025-03-24 22:36:52,571 INFO hook.py line 748 2330458] Test: [51/78] Loss 5.8854 +[2025-03-24 22:36:52,607 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.2708 +[2025-03-24 22:36:52,632 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8123 +[2025-03-24 22:36:52,665 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6487 +[2025-03-24 22:36:52,701 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1348 +[2025-03-24 22:36:52,737 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.8229 +[2025-03-24 22:36:52,766 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3590 +[2025-03-24 22:36:52,789 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.3072 +[2025-03-24 22:36:52,823 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.1287 +[2025-03-24 22:36:52,852 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.8471 +[2025-03-24 22:36:52,872 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.3377 +[2025-03-24 22:36:52,901 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3606 +[2025-03-24 22:36:52,932 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.3799 +[2025-03-24 22:36:52,984 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.1266 +[2025-03-24 22:36:53,008 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.4781 +[2025-03-24 22:36:53,045 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2946 +[2025-03-24 22:36:53,079 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.8745 +[2025-03-24 22:36:53,107 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.9906 +[2025-03-24 22:36:53,133 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.5373 +[2025-03-24 22:36:53,186 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.5946 +[2025-03-24 22:36:53,224 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.9888 +[2025-03-24 22:36:53,271 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.0744 +[2025-03-24 22:36:53,315 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.9596 +[2025-03-24 22:36:53,353 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3970 +[2025-03-24 22:36:53,400 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.4961 +[2025-03-24 22:36:53,425 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.9674 +[2025-03-24 22:36:53,476 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1454 +[2025-03-24 22:36:53,499 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.7723 +[2025-03-24 22:36:54,472 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:36:54,473 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:36:54,473 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] wall : 0.6420 0.8997 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] floor : 0.9210 0.9555 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] bed : 0.4595 0.6144 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] chair : 0.5818 0.7991 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] sofa : 0.0008 0.0008 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] table : 0.2936 0.8170 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] door : 0.2566 0.4494 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] window : 0.1427 0.2516 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] bookshelf : 0.1076 0.1538 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] curtain : 0.0753 0.0905 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:36:54,473 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:36:54,474 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:36:54,474 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:36:54,474 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:36:54,474 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:36:54,474 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:36:54,474 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1740/0.2516/0.6822. +[2025-03-24 22:36:54,474 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:36:54,485 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1740 +[2025-03-24 22:36:54,485 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1740 +[2025-03-24 22:36:54,486 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:36:56,571 INFO hook.py line 566 2330458] Train: [24/100][1/4] Data 0.905 (0.905) Batch 1.088 (1.088) Remain 00:05:33 loss: 1.0787 Lr: 2.72796e-03 +[2025-03-24 22:36:56,775 INFO hook.py line 566 2330458] Train: [24/100][2/4] Data 0.013 (0.013) Batch 0.204 (0.204) Remain 00:01:02 loss: 1.0625 Lr: 2.72080e-03 +[2025-03-24 22:36:56,940 INFO hook.py line 566 2330458] Train: [24/100][3/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:50 loss: 0.7601 Lr: 2.71355e-03 +[2025-03-24 22:36:57,094 INFO hook.py line 566 2330458] Train: [24/100][4/4] Data 0.001 (0.001) Batch 0.154 (0.154) Remain 00:00:46 loss: 1.0608 Lr: 2.70622e-03 +[2025-03-24 22:36:57,095 INFO misc.py line 135 2330458] Train result: loss: 0.9905 +[2025-03-24 22:36:57,169 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:37:07,224 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5320 +[2025-03-24 22:37:07,711 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4743 +[2025-03-24 22:37:08,125 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3859 +[2025-03-24 22:37:08,169 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.5204 +[2025-03-24 22:37:08,201 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.5987 +[2025-03-24 22:37:08,469 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.3755 +[2025-03-24 22:37:08,515 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.3818 +[2025-03-24 22:37:08,540 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9218 +[2025-03-24 22:37:08,585 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.7901 +[2025-03-24 22:37:08,793 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.8948 +[2025-03-24 22:37:08,877 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.2514 +[2025-03-24 22:37:08,908 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.4947 +[2025-03-24 22:37:08,951 INFO hook.py line 748 2330458] Test: [13/78] Loss 4.0110 +[2025-03-24 22:37:08,986 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.7615 +[2025-03-24 22:37:09,019 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.7520 +[2025-03-24 22:37:09,061 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6068 +[2025-03-24 22:37:09,097 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7883 +[2025-03-24 22:37:09,125 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.9801 +[2025-03-24 22:37:09,167 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.7936 +[2025-03-24 22:37:09,196 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.6012 +[2025-03-24 22:37:09,228 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.9876 +[2025-03-24 22:37:09,264 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.5412 +[2025-03-24 22:37:09,288 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.8033 +[2025-03-24 22:37:09,329 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.4348 +[2025-03-24 22:37:09,368 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.3760 +[2025-03-24 22:37:09,407 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0309 +[2025-03-24 22:37:09,454 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9935 +[2025-03-24 22:37:09,483 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.9717 +[2025-03-24 22:37:09,508 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.4244 +[2025-03-24 22:37:09,561 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.2744 +[2025-03-24 22:37:09,615 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.1095 +[2025-03-24 22:37:09,650 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6638 +[2025-03-24 22:37:09,708 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7575 +[2025-03-24 22:37:09,745 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.3586 +[2025-03-24 22:37:09,783 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6774 +[2025-03-24 22:37:09,815 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0711 +[2025-03-24 22:37:09,855 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.4557 +[2025-03-24 22:37:09,882 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.1185 +[2025-03-24 22:37:09,939 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7742 +[2025-03-24 22:37:09,980 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.1445 +[2025-03-24 22:37:10,022 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9467 +[2025-03-24 22:37:10,048 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.0498 +[2025-03-24 22:37:10,079 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4344 +[2025-03-24 22:37:10,129 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.5953 +[2025-03-24 22:37:10,161 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.9224 +[2025-03-24 22:37:10,203 INFO hook.py line 748 2330458] Test: [46/78] Loss 4.0699 +[2025-03-24 22:37:10,241 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.3532 +[2025-03-24 22:37:10,272 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.8546 +[2025-03-24 22:37:10,306 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.6567 +[2025-03-24 22:37:10,339 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.3183 +[2025-03-24 22:37:10,379 INFO hook.py line 748 2330458] Test: [51/78] Loss 5.4228 +[2025-03-24 22:37:10,417 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.2707 +[2025-03-24 22:37:10,450 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6008 +[2025-03-24 22:37:10,487 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7496 +[2025-03-24 22:37:10,521 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1391 +[2025-03-24 22:37:10,557 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5807 +[2025-03-24 22:37:10,586 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4382 +[2025-03-24 22:37:10,609 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.1389 +[2025-03-24 22:37:10,644 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.9606 +[2025-03-24 22:37:10,672 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6562 +[2025-03-24 22:37:10,693 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1820 +[2025-03-24 22:37:10,722 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3963 +[2025-03-24 22:37:10,754 INFO hook.py line 748 2330458] Test: [63/78] Loss 3.3829 +[2025-03-24 22:37:10,805 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.1065 +[2025-03-24 22:37:10,829 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.7300 +[2025-03-24 22:37:10,866 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3701 +[2025-03-24 22:37:10,900 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.6415 +[2025-03-24 22:37:10,928 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.9294 +[2025-03-24 22:37:10,954 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.4394 +[2025-03-24 22:37:11,007 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.3983 +[2025-03-24 22:37:11,045 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.5342 +[2025-03-24 22:37:11,092 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.1618 +[2025-03-24 22:37:11,136 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.8690 +[2025-03-24 22:37:11,173 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4971 +[2025-03-24 22:37:11,220 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8739 +[2025-03-24 22:37:11,245 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.0729 +[2025-03-24 22:37:11,296 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2037 +[2025-03-24 22:37:11,319 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8643 +[2025-03-24 22:37:12,383 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:37:12,384 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:37:12,384 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:37:12,384 INFO hook.py line 689 2330458] wall : 0.6292 0.9385 +[2025-03-24 22:37:12,384 INFO hook.py line 689 2330458] floor : 0.9200 0.9578 +[2025-03-24 22:37:12,384 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:37:12,384 INFO hook.py line 689 2330458] bed : 0.4397 0.5868 +[2025-03-24 22:37:12,384 INFO hook.py line 689 2330458] chair : 0.5955 0.7357 +[2025-03-24 22:37:12,384 INFO hook.py line 689 2330458] sofa : 0.0082 0.0082 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] table : 0.2928 0.7919 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] door : 0.2500 0.3714 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] window : 0.1298 0.1932 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] bookshelf : 0.2311 0.3298 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] curtain : 0.1490 0.1798 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:37:12,385 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:37:12,386 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:37:12,386 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:37:12,386 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:37:12,386 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:37:12,386 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1823/0.2547/0.6890. +[2025-03-24 22:37:12,387 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:37:12,404 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1823 +[2025-03-24 22:37:12,405 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1823 +[2025-03-24 22:37:12,405 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:37:14,124 INFO hook.py line 566 2330458] Train: [25/100][1/4] Data 0.554 (0.554) Batch 0.691 (0.691) Remain 00:03:29 loss: 0.7415 Lr: 2.69881e-03 +[2025-03-24 22:37:14,612 INFO hook.py line 566 2330458] Train: [25/100][2/4] Data 0.318 (0.318) Batch 0.488 (0.488) Remain 00:02:27 loss: 0.8423 Lr: 2.69132e-03 +[2025-03-24 22:37:14,770 INFO hook.py line 566 2330458] Train: [25/100][3/4] Data 0.001 (0.001) Batch 0.159 (0.159) Remain 00:00:47 loss: 1.2214 Lr: 2.68374e-03 +[2025-03-24 22:37:14,936 INFO hook.py line 566 2330458] Train: [25/100][4/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:49 loss: 1.0956 Lr: 2.67609e-03 +[2025-03-24 22:37:14,936 INFO misc.py line 135 2330458] Train result: loss: 0.9752 +[2025-03-24 22:37:15,012 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:37:25,077 INFO hook.py line 748 2330458] Test: [1/78] Loss 4.2522 +[2025-03-24 22:37:25,471 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3079 +[2025-03-24 22:37:25,677 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3373 +[2025-03-24 22:37:25,983 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.3684 +[2025-03-24 22:37:26,189 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.5191 +[2025-03-24 22:37:26,343 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.9487 +[2025-03-24 22:37:26,388 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.5303 +[2025-03-24 22:37:26,419 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7899 +[2025-03-24 22:37:26,461 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4414 +[2025-03-24 22:37:26,492 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.7789 +[2025-03-24 22:37:26,533 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.9162 +[2025-03-24 22:37:26,561 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.5268 +[2025-03-24 22:37:26,605 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.0135 +[2025-03-24 22:37:26,639 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.3830 +[2025-03-24 22:37:26,681 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.9962 +[2025-03-24 22:37:26,722 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5431 +[2025-03-24 22:37:26,765 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7419 +[2025-03-24 22:37:26,802 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.3714 +[2025-03-24 22:37:26,845 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.1090 +[2025-03-24 22:37:26,875 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7698 +[2025-03-24 22:37:26,906 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.9980 +[2025-03-24 22:37:26,942 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3793 +[2025-03-24 22:37:26,967 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5648 +[2025-03-24 22:37:27,007 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.1727 +[2025-03-24 22:37:27,047 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8285 +[2025-03-24 22:37:27,084 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0144 +[2025-03-24 22:37:27,131 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3967 +[2025-03-24 22:37:27,165 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.9226 +[2025-03-24 22:37:27,199 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.5958 +[2025-03-24 22:37:27,248 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.2833 +[2025-03-24 22:37:27,301 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3299 +[2025-03-24 22:37:27,331 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.3407 +[2025-03-24 22:37:27,379 INFO hook.py line 748 2330458] Test: [33/78] Loss 2.0068 +[2025-03-24 22:37:27,414 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.1282 +[2025-03-24 22:37:27,458 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6360 +[2025-03-24 22:37:27,496 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.2167 +[2025-03-24 22:37:27,528 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.4110 +[2025-03-24 22:37:27,558 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.9263 +[2025-03-24 22:37:27,613 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7429 +[2025-03-24 22:37:27,657 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7725 +[2025-03-24 22:37:27,696 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.2281 +[2025-03-24 22:37:27,721 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.2363 +[2025-03-24 22:37:27,754 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.9417 +[2025-03-24 22:37:27,806 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3860 +[2025-03-24 22:37:27,837 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.7982 +[2025-03-24 22:37:27,879 INFO hook.py line 748 2330458] Test: [46/78] Loss 4.0954 +[2025-03-24 22:37:27,916 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9458 +[2025-03-24 22:37:27,946 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.2770 +[2025-03-24 22:37:27,979 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.7842 +[2025-03-24 22:37:28,014 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1741 +[2025-03-24 22:37:28,051 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.3600 +[2025-03-24 22:37:28,087 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0926 +[2025-03-24 22:37:28,117 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7335 +[2025-03-24 22:37:28,152 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.3776 +[2025-03-24 22:37:28,189 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2387 +[2025-03-24 22:37:28,225 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.9643 +[2025-03-24 22:37:28,253 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.8325 +[2025-03-24 22:37:28,277 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.5340 +[2025-03-24 22:37:28,311 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.7091 +[2025-03-24 22:37:28,340 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6817 +[2025-03-24 22:37:28,360 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1108 +[2025-03-24 22:37:28,389 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4247 +[2025-03-24 22:37:28,420 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.2900 +[2025-03-24 22:37:28,471 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.7343 +[2025-03-24 22:37:28,495 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1628 +[2025-03-24 22:37:28,531 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.5436 +[2025-03-24 22:37:28,565 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.1802 +[2025-03-24 22:37:28,594 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1735 +[2025-03-24 22:37:28,619 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.5728 +[2025-03-24 22:37:28,673 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1502 +[2025-03-24 22:37:28,710 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.2476 +[2025-03-24 22:37:28,757 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.0732 +[2025-03-24 22:37:28,801 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.6769 +[2025-03-24 22:37:28,839 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.0251 +[2025-03-24 22:37:28,885 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7000 +[2025-03-24 22:37:28,910 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7315 +[2025-03-24 22:37:28,961 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.6159 +[2025-03-24 22:37:28,984 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.6728 +[2025-03-24 22:37:29,963 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:37:29,963 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:37:29,963 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] wall : 0.6595 0.8800 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] floor : 0.9335 0.9745 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] bed : 0.4006 0.6986 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] chair : 0.5355 0.8459 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] sofa : 0.0845 0.1051 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] table : 0.3160 0.7775 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] door : 0.2685 0.4617 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] window : 0.1334 0.1662 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] bookshelf : 0.2950 0.3789 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] curtain : 0.1756 0.2932 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:37:29,963 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:37:29,964 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:37:29,964 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:37:29,964 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:37:29,964 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:37:29,964 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1901/0.2791/0.6958. +[2025-03-24 22:37:29,964 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:37:29,976 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1901 +[2025-03-24 22:37:29,976 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1901 +[2025-03-24 22:37:29,976 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:37:31,924 INFO hook.py line 566 2330458] Train: [26/100][1/4] Data 0.734 (0.734) Batch 0.919 (0.919) Remain 00:04:34 loss: 0.8858 Lr: 2.66835e-03 +[2025-03-24 22:37:32,118 INFO hook.py line 566 2330458] Train: [26/100][2/4] Data 0.002 (0.002) Batch 0.194 (0.194) Remain 00:00:57 loss: 1.0323 Lr: 2.66053e-03 +[2025-03-24 22:37:32,287 INFO hook.py line 566 2330458] Train: [26/100][3/4] Data 0.001 (0.001) Batch 0.169 (0.169) Remain 00:00:50 loss: 1.1398 Lr: 2.65264e-03 +[2025-03-24 22:37:32,449 INFO hook.py line 566 2330458] Train: [26/100][4/4] Data 0.001 (0.001) Batch 0.163 (0.163) Remain 00:00:48 loss: 1.0826 Lr: 2.64466e-03 +[2025-03-24 22:37:32,450 INFO misc.py line 135 2330458] Train result: loss: 1.0351 +[2025-03-24 22:37:32,521 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:37:42,855 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.8399 +[2025-03-24 22:37:43,452 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0424 +[2025-03-24 22:37:43,490 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3476 +[2025-03-24 22:37:43,534 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.6478 +[2025-03-24 22:37:43,575 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.6732 +[2025-03-24 22:37:43,633 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8887 +[2025-03-24 22:37:43,679 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.3897 +[2025-03-24 22:37:43,807 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7028 +[2025-03-24 22:37:43,945 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.1278 +[2025-03-24 22:37:43,975 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.4814 +[2025-03-24 22:37:44,017 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.0927 +[2025-03-24 22:37:44,105 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.5056 +[2025-03-24 22:37:44,151 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2824 +[2025-03-24 22:37:44,186 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.6002 +[2025-03-24 22:37:44,223 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.7706 +[2025-03-24 22:37:44,274 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.4672 +[2025-03-24 22:37:44,312 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.2183 +[2025-03-24 22:37:44,345 INFO hook.py line 748 2330458] Test: [18/78] Loss 3.1663 +[2025-03-24 22:37:44,386 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7502 +[2025-03-24 22:37:44,417 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.9415 +[2025-03-24 22:37:44,448 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.8695 +[2025-03-24 22:37:44,484 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2911 +[2025-03-24 22:37:44,509 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.8150 +[2025-03-24 22:37:44,557 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0165 +[2025-03-24 22:37:44,595 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.7000 +[2025-03-24 22:37:44,634 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1460 +[2025-03-24 22:37:44,684 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6693 +[2025-03-24 22:37:44,719 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.3154 +[2025-03-24 22:37:44,748 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.6661 +[2025-03-24 22:37:44,799 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.4631 +[2025-03-24 22:37:44,853 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.2649 +[2025-03-24 22:37:44,889 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.8376 +[2025-03-24 22:37:44,940 INFO hook.py line 748 2330458] Test: [33/78] Loss 2.5885 +[2025-03-24 22:37:44,979 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8563 +[2025-03-24 22:37:45,017 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.9372 +[2025-03-24 22:37:45,056 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0983 +[2025-03-24 22:37:45,090 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.5739 +[2025-03-24 22:37:45,125 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.3985 +[2025-03-24 22:37:45,181 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.2430 +[2025-03-24 22:37:45,222 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.9471 +[2025-03-24 22:37:45,263 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.5018 +[2025-03-24 22:37:45,288 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.9370 +[2025-03-24 22:37:45,321 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.7670 +[2025-03-24 22:37:45,374 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1552 +[2025-03-24 22:37:45,403 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.6781 +[2025-03-24 22:37:45,453 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.9492 +[2025-03-24 22:37:45,489 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.6927 +[2025-03-24 22:37:45,526 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.3100 +[2025-03-24 22:37:45,562 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.4740 +[2025-03-24 22:37:45,597 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2940 +[2025-03-24 22:37:45,626 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.9032 +[2025-03-24 22:37:45,661 INFO hook.py line 748 2330458] Test: [52/78] Loss 3.2453 +[2025-03-24 22:37:45,703 INFO hook.py line 748 2330458] Test: [53/78] Loss 2.0687 +[2025-03-24 22:37:45,741 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.5703 +[2025-03-24 22:37:45,780 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2760 +[2025-03-24 22:37:45,816 INFO hook.py line 748 2330458] Test: [56/78] Loss 2.9478 +[2025-03-24 22:37:45,845 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3168 +[2025-03-24 22:37:45,869 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.0205 +[2025-03-24 22:37:45,904 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.0885 +[2025-03-24 22:37:45,933 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.8458 +[2025-03-24 22:37:45,954 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.4131 +[2025-03-24 22:37:45,983 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.1477 +[2025-03-24 22:37:46,014 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.0169 +[2025-03-24 22:37:46,065 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.8265 +[2025-03-24 22:37:46,088 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.8701 +[2025-03-24 22:37:46,126 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3673 +[2025-03-24 22:37:46,159 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.2635 +[2025-03-24 22:37:46,189 INFO hook.py line 748 2330458] Test: [68/78] Loss 1.9646 +[2025-03-24 22:37:46,216 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3997 +[2025-03-24 22:37:46,270 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.5237 +[2025-03-24 22:37:46,308 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.4768 +[2025-03-24 22:37:46,354 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9361 +[2025-03-24 22:37:46,398 INFO hook.py line 748 2330458] Test: [73/78] Loss 3.2780 +[2025-03-24 22:37:46,437 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.1398 +[2025-03-24 22:37:46,484 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7444 +[2025-03-24 22:37:46,511 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7659 +[2025-03-24 22:37:46,562 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.6258 +[2025-03-24 22:37:46,584 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.7087 +[2025-03-24 22:37:47,521 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:37:47,521 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:37:47,521 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] wall : 0.6326 0.8568 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] floor : 0.9101 0.9327 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] cabinet : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] bed : 0.4287 0.5390 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] chair : 0.5801 0.7054 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] sofa : 0.1192 0.1311 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] table : 0.2434 0.8776 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] door : 0.2468 0.5657 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] window : 0.1264 0.1782 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] bookshelf : 0.2426 0.3581 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] curtain : 0.0663 0.0727 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:37:47,522 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:37:47,522 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1798/0.2609/0.6670. +[2025-03-24 22:37:47,523 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:37:47,536 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1901 +[2025-03-24 22:37:47,536 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:37:49,292 INFO hook.py line 566 2330458] Train: [27/100][1/4] Data 0.931 (0.931) Batch 1.113 (1.113) Remain 00:05:28 loss: 1.3309 Lr: 2.63661e-03 +[2025-03-24 22:37:49,482 INFO hook.py line 566 2330458] Train: [27/100][2/4] Data 0.019 (0.019) Batch 0.191 (0.191) Remain 00:00:56 loss: 1.0092 Lr: 2.62848e-03 +[2025-03-24 22:37:49,653 INFO hook.py line 566 2330458] Train: [27/100][3/4] Data 0.001 (0.001) Batch 0.171 (0.171) Remain 00:00:50 loss: 0.9851 Lr: 2.62027e-03 +[2025-03-24 22:37:49,806 INFO hook.py line 566 2330458] Train: [27/100][4/4] Data 0.001 (0.001) Batch 0.153 (0.153) Remain 00:00:44 loss: 0.9509 Lr: 2.61199e-03 +[2025-03-24 22:37:49,806 INFO misc.py line 135 2330458] Train result: loss: 1.0690 +[2025-03-24 22:37:49,884 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:38:00,625 INFO hook.py line 748 2330458] Test: [1/78] Loss 4.0897 +[2025-03-24 22:38:00,670 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5866 +[2025-03-24 22:38:00,931 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4807 +[2025-03-24 22:38:00,974 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.6996 +[2025-03-24 22:38:01,008 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.1484 +[2025-03-24 22:38:01,063 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.1387 +[2025-03-24 22:38:01,217 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.7255 +[2025-03-24 22:38:01,244 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8373 +[2025-03-24 22:38:01,285 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.1835 +[2025-03-24 22:38:01,317 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.9997 +[2025-03-24 22:38:01,359 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.7562 +[2025-03-24 22:38:01,390 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.5225 +[2025-03-24 22:38:01,434 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.7893 +[2025-03-24 22:38:01,468 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.7011 +[2025-03-24 22:38:01,501 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.7428 +[2025-03-24 22:38:01,542 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.8760 +[2025-03-24 22:38:01,576 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.1442 +[2025-03-24 22:38:01,605 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.7626 +[2025-03-24 22:38:01,647 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9234 +[2025-03-24 22:38:01,675 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0206 +[2025-03-24 22:38:01,706 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.7902 +[2025-03-24 22:38:01,741 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.4582 +[2025-03-24 22:38:01,772 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.7641 +[2025-03-24 22:38:01,812 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.1839 +[2025-03-24 22:38:01,849 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0938 +[2025-03-24 22:38:01,886 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.2897 +[2025-03-24 22:38:01,933 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9024 +[2025-03-24 22:38:01,962 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.4026 +[2025-03-24 22:38:01,988 INFO hook.py line 748 2330458] Test: [29/78] Loss 2.4891 +[2025-03-24 22:38:02,038 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.8797 +[2025-03-24 22:38:02,096 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.4663 +[2025-03-24 22:38:02,130 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.1622 +[2025-03-24 22:38:02,184 INFO hook.py line 748 2330458] Test: [33/78] Loss 2.8699 +[2025-03-24 22:38:02,222 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.1784 +[2025-03-24 22:38:02,259 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.8862 +[2025-03-24 22:38:02,299 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.3363 +[2025-03-24 22:38:02,331 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.0200 +[2025-03-24 22:38:02,357 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.0011 +[2025-03-24 22:38:02,413 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7330 +[2025-03-24 22:38:02,454 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.0392 +[2025-03-24 22:38:02,492 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.0069 +[2025-03-24 22:38:02,518 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.9641 +[2025-03-24 22:38:02,549 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.8010 +[2025-03-24 22:38:02,599 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2374 +[2025-03-24 22:38:02,628 INFO hook.py line 748 2330458] Test: [45/78] Loss 4.9279 +[2025-03-24 22:38:02,670 INFO hook.py line 748 2330458] Test: [46/78] Loss 4.4226 +[2025-03-24 22:38:02,713 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.2182 +[2025-03-24 22:38:02,743 INFO hook.py line 748 2330458] Test: [48/78] Loss 3.0932 +[2025-03-24 22:38:02,774 INFO hook.py line 748 2330458] Test: [49/78] Loss 5.3785 +[2025-03-24 22:38:02,806 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.8215 +[2025-03-24 22:38:02,834 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.1836 +[2025-03-24 22:38:02,865 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.6281 +[2025-03-24 22:38:02,895 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8630 +[2025-03-24 22:38:02,932 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6923 +[2025-03-24 22:38:02,967 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3879 +[2025-03-24 22:38:03,003 INFO hook.py line 748 2330458] Test: [56/78] Loss 2.2723 +[2025-03-24 22:38:03,032 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4747 +[2025-03-24 22:38:03,054 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.1038 +[2025-03-24 22:38:03,092 INFO hook.py line 748 2330458] Test: [59/78] Loss 2.1141 +[2025-03-24 22:38:03,120 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.8343 +[2025-03-24 22:38:03,140 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.7506 +[2025-03-24 22:38:03,169 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.6320 +[2025-03-24 22:38:03,201 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.3092 +[2025-03-24 22:38:03,251 INFO hook.py line 748 2330458] Test: [64/78] Loss 3.0222 +[2025-03-24 22:38:03,275 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.6160 +[2025-03-24 22:38:03,312 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3121 +[2025-03-24 22:38:03,346 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.3032 +[2025-03-24 22:38:03,375 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5577 +[2025-03-24 22:38:03,401 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.4634 +[2025-03-24 22:38:03,454 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.5845 +[2025-03-24 22:38:03,491 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.1074 +[2025-03-24 22:38:03,538 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8029 +[2025-03-24 22:38:03,583 INFO hook.py line 748 2330458] Test: [73/78] Loss 3.1071 +[2025-03-24 22:38:03,620 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.1071 +[2025-03-24 22:38:03,667 INFO hook.py line 748 2330458] Test: [75/78] Loss 1.0136 +[2025-03-24 22:38:03,692 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.4127 +[2025-03-24 22:38:03,743 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1428 +[2025-03-24 22:38:03,766 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9331 +[2025-03-24 22:38:04,859 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:38:04,860 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:38:04,860 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:38:04,860 INFO hook.py line 689 2330458] wall : 0.5995 0.9130 +[2025-03-24 22:38:04,860 INFO hook.py line 689 2330458] floor : 0.9149 0.9405 +[2025-03-24 22:38:04,860 INFO hook.py line 689 2330458] cabinet : 0.0036 0.0036 +[2025-03-24 22:38:04,860 INFO hook.py line 689 2330458] bed : 0.4027 0.5555 +[2025-03-24 22:38:04,860 INFO hook.py line 689 2330458] chair : 0.5137 0.6887 +[2025-03-24 22:38:04,860 INFO hook.py line 689 2330458] sofa : 0.0694 0.0767 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] table : 0.2707 0.8532 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] door : 0.2455 0.4273 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] window : 0.0505 0.0532 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] bookshelf : 0.0402 0.0446 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] curtain : 0.1942 0.2154 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:38:04,861 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:38:04,862 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:38:04,862 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:38:04,862 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:38:04,862 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:38:04,862 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1652/0.2386/0.6663. +[2025-03-24 22:38:04,863 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:38:04,873 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1901 +[2025-03-24 22:38:04,873 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:38:06,747 INFO hook.py line 566 2330458] Train: [28/100][1/4] Data 0.962 (0.962) Batch 1.175 (1.175) Remain 00:05:41 loss: 1.1014 Lr: 2.60363e-03 +[2025-03-24 22:38:06,940 INFO hook.py line 566 2330458] Train: [28/100][2/4] Data 0.003 (0.003) Batch 0.193 (0.193) Remain 00:00:56 loss: 0.8886 Lr: 2.59519e-03 +[2025-03-24 22:38:07,088 INFO hook.py line 566 2330458] Train: [28/100][3/4] Data 0.001 (0.001) Batch 0.149 (0.149) Remain 00:00:43 loss: 1.0243 Lr: 2.58668e-03 +[2025-03-24 22:38:07,259 INFO hook.py line 566 2330458] Train: [28/100][4/4] Data 0.001 (0.001) Batch 0.171 (0.171) Remain 00:00:49 loss: 1.2192 Lr: 2.57809e-03 +[2025-03-24 22:38:07,260 INFO misc.py line 135 2330458] Train result: loss: 1.0584 +[2025-03-24 22:38:07,320 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:38:17,582 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5628 +[2025-03-24 22:38:18,010 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3156 +[2025-03-24 22:38:18,053 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5456 +[2025-03-24 22:38:18,317 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.8154 +[2025-03-24 22:38:18,381 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.2257 +[2025-03-24 22:38:18,433 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.0323 +[2025-03-24 22:38:18,489 INFO hook.py line 748 2330458] Test: [7/78] Loss 3.0273 +[2025-03-24 22:38:18,515 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0704 +[2025-03-24 22:38:18,558 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.0886 +[2025-03-24 22:38:18,588 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.8863 +[2025-03-24 22:38:18,631 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.7513 +[2025-03-24 22:38:18,764 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.6972 +[2025-03-24 22:38:18,808 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.5015 +[2025-03-24 22:38:18,842 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.2041 +[2025-03-24 22:38:18,876 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.6468 +[2025-03-24 22:38:18,924 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5619 +[2025-03-24 22:38:18,958 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9625 +[2025-03-24 22:38:18,989 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.7182 +[2025-03-24 22:38:19,028 INFO hook.py line 748 2330458] Test: [19/78] Loss 2.1557 +[2025-03-24 22:38:19,057 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0498 +[2025-03-24 22:38:19,089 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.0851 +[2025-03-24 22:38:19,124 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3992 +[2025-03-24 22:38:19,149 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.2365 +[2025-03-24 22:38:19,189 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9592 +[2025-03-24 22:38:19,230 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8199 +[2025-03-24 22:38:19,267 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1125 +[2025-03-24 22:38:19,314 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5643 +[2025-03-24 22:38:19,344 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.5568 +[2025-03-24 22:38:19,370 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.4470 +[2025-03-24 22:38:19,420 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.3471 +[2025-03-24 22:38:19,473 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9854 +[2025-03-24 22:38:19,503 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.5355 +[2025-03-24 22:38:19,551 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6268 +[2025-03-24 22:38:19,587 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2081 +[2025-03-24 22:38:19,621 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6016 +[2025-03-24 22:38:19,653 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9389 +[2025-03-24 22:38:19,685 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.8378 +[2025-03-24 22:38:19,713 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.6900 +[2025-03-24 22:38:19,769 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0607 +[2025-03-24 22:38:19,812 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.9469 +[2025-03-24 22:38:19,851 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.1512 +[2025-03-24 22:38:19,875 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.8693 +[2025-03-24 22:38:19,907 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.5149 +[2025-03-24 22:38:19,960 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.6998 +[2025-03-24 22:38:19,993 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2857 +[2025-03-24 22:38:20,034 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.7503 +[2025-03-24 22:38:20,073 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.5523 +[2025-03-24 22:38:20,105 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.4733 +[2025-03-24 22:38:20,145 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.9850 +[2025-03-24 22:38:20,180 INFO hook.py line 748 2330458] Test: [50/78] Loss 3.2275 +[2025-03-24 22:38:20,210 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.9526 +[2025-03-24 22:38:20,244 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1423 +[2025-03-24 22:38:20,273 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6805 +[2025-03-24 22:38:20,308 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.9356 +[2025-03-24 22:38:20,344 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1370 +[2025-03-24 22:38:20,381 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6187 +[2025-03-24 22:38:20,409 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2844 +[2025-03-24 22:38:20,432 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.0182 +[2025-03-24 22:38:20,466 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.7671 +[2025-03-24 22:38:20,495 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.7863 +[2025-03-24 22:38:20,516 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.8464 +[2025-03-24 22:38:20,545 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4908 +[2025-03-24 22:38:20,577 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.1111 +[2025-03-24 22:38:20,628 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.8775 +[2025-03-24 22:38:20,651 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.2257 +[2025-03-24 22:38:20,688 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2536 +[2025-03-24 22:38:20,722 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.7262 +[2025-03-24 22:38:20,751 INFO hook.py line 748 2330458] Test: [68/78] Loss 3.0616 +[2025-03-24 22:38:20,777 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3433 +[2025-03-24 22:38:20,830 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.3126 +[2025-03-24 22:38:20,868 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.6545 +[2025-03-24 22:38:20,914 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9059 +[2025-03-24 22:38:20,958 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.6327 +[2025-03-24 22:38:20,996 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6131 +[2025-03-24 22:38:21,042 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8289 +[2025-03-24 22:38:21,067 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.0856 +[2025-03-24 22:38:21,118 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.3029 +[2025-03-24 22:38:21,141 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.7395 +[2025-03-24 22:38:22,148 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:38:22,149 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:38:22,149 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:38:22,149 INFO hook.py line 689 2330458] wall : 0.6253 0.9446 +[2025-03-24 22:38:22,149 INFO hook.py line 689 2330458] floor : 0.8755 0.9041 +[2025-03-24 22:38:22,149 INFO hook.py line 689 2330458] cabinet : 0.0289 0.0298 +[2025-03-24 22:38:22,149 INFO hook.py line 689 2330458] bed : 0.3974 0.6146 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] chair : 0.5004 0.8055 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] sofa : 0.1162 0.1277 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] table : 0.3077 0.8011 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] door : 0.2305 0.3358 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] window : 0.1132 0.1298 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] bookshelf : 0.1445 0.1583 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] desk : 0.0000 0.0000 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] curtain : 0.0006 0.0006 +[2025-03-24 22:38:22,150 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:38:22,151 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:38:22,151 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:38:22,151 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:38:22,151 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:38:22,151 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:38:22,151 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:38:22,151 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1670/0.2426/0.6753. +[2025-03-24 22:38:22,152 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:38:22,163 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1901 +[2025-03-24 22:38:22,164 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:38:24,106 INFO hook.py line 566 2330458] Train: [29/100][1/4] Data 1.065 (1.065) Batch 1.277 (1.277) Remain 00:06:06 loss: 1.0030 Lr: 2.56944e-03 +[2025-03-24 22:38:24,309 INFO hook.py line 566 2330458] Train: [29/100][2/4] Data 0.002 (0.002) Batch 0.203 (0.203) Remain 00:00:58 loss: 1.0042 Lr: 2.56070e-03 +[2025-03-24 22:38:24,466 INFO hook.py line 566 2330458] Train: [29/100][3/4] Data 0.001 (0.001) Batch 0.157 (0.157) Remain 00:00:44 loss: 1.0086 Lr: 2.55190e-03 +[2025-03-24 22:38:24,645 INFO hook.py line 566 2330458] Train: [29/100][4/4] Data 0.001 (0.001) Batch 0.179 (0.179) Remain 00:00:50 loss: 1.0481 Lr: 2.54302e-03 +[2025-03-24 22:38:24,646 INFO misc.py line 135 2330458] Train result: loss: 1.0160 +[2025-03-24 22:38:24,721 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:38:35,328 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5656 +[2025-03-24 22:38:35,375 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.7489 +[2025-03-24 22:38:35,415 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.8232 +[2025-03-24 22:38:35,510 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.8686 +[2025-03-24 22:38:35,582 INFO hook.py line 748 2330458] Test: [5/78] Loss 3.1808 +[2025-03-24 22:38:35,824 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.0483 +[2025-03-24 22:38:35,870 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.8279 +[2025-03-24 22:38:35,898 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0512 +[2025-03-24 22:38:35,948 INFO hook.py line 748 2330458] Test: [9/78] Loss 2.2494 +[2025-03-24 22:38:35,978 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.7226 +[2025-03-24 22:38:36,019 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.6588 +[2025-03-24 22:38:36,049 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.7304 +[2025-03-24 22:38:36,095 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.6905 +[2025-03-24 22:38:36,129 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.6567 +[2025-03-24 22:38:36,164 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.4356 +[2025-03-24 22:38:36,206 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.3496 +[2025-03-24 22:38:36,241 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.2207 +[2025-03-24 22:38:36,269 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.4092 +[2025-03-24 22:38:36,308 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9226 +[2025-03-24 22:38:36,339 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.4365 +[2025-03-24 22:38:36,374 INFO hook.py line 748 2330458] Test: [21/78] Loss 1.3585 +[2025-03-24 22:38:36,411 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3887 +[2025-03-24 22:38:36,436 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.4350 +[2025-03-24 22:38:36,486 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0525 +[2025-03-24 22:38:36,524 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.6716 +[2025-03-24 22:38:36,561 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1199 +[2025-03-24 22:38:36,612 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.0397 +[2025-03-24 22:38:36,646 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.8913 +[2025-03-24 22:38:36,676 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.6786 +[2025-03-24 22:38:36,727 INFO hook.py line 748 2330458] Test: [30/78] Loss 3.2241 +[2025-03-24 22:38:36,783 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.7491 +[2025-03-24 22:38:36,813 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.0341 +[2025-03-24 22:38:36,861 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6421 +[2025-03-24 22:38:36,899 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9453 +[2025-03-24 22:38:36,932 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.4778 +[2025-03-24 22:38:36,967 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.8269 +[2025-03-24 22:38:37,001 INFO hook.py line 748 2330458] Test: [37/78] Loss 3.3998 +[2025-03-24 22:38:37,030 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.7689 +[2025-03-24 22:38:37,087 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.6468 +[2025-03-24 22:38:37,128 INFO hook.py line 748 2330458] Test: [40/78] Loss 3.0622 +[2025-03-24 22:38:37,172 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8938 +[2025-03-24 22:38:37,197 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.7045 +[2025-03-24 22:38:37,230 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.5529 +[2025-03-24 22:38:37,281 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1282 +[2025-03-24 22:38:37,312 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.5505 +[2025-03-24 22:38:37,355 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6566 +[2025-03-24 22:38:37,393 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.8979 +[2025-03-24 22:38:37,433 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.7486 +[2025-03-24 22:38:37,469 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.9922 +[2025-03-24 22:38:37,502 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7742 +[2025-03-24 22:38:37,533 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.6097 +[2025-03-24 22:38:37,570 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.3212 +[2025-03-24 22:38:37,598 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.5401 +[2025-03-24 22:38:37,634 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.9208 +[2025-03-24 22:38:37,668 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3771 +[2025-03-24 22:38:37,704 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7721 +[2025-03-24 22:38:37,733 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.1955 +[2025-03-24 22:38:37,757 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.0823 +[2025-03-24 22:38:37,791 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.9418 +[2025-03-24 22:38:37,820 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.7103 +[2025-03-24 22:38:37,841 INFO hook.py line 748 2330458] Test: [61/78] Loss 4.1280 +[2025-03-24 22:38:37,871 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.7595 +[2025-03-24 22:38:37,903 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.1151 +[2025-03-24 22:38:37,955 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.8913 +[2025-03-24 22:38:37,979 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.0358 +[2025-03-24 22:38:38,016 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.1925 +[2025-03-24 22:38:38,050 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.7751 +[2025-03-24 22:38:38,078 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5106 +[2025-03-24 22:38:38,105 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.4134 +[2025-03-24 22:38:38,158 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.3684 +[2025-03-24 22:38:38,197 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.5893 +[2025-03-24 22:38:38,243 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9223 +[2025-03-24 22:38:38,288 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.7409 +[2025-03-24 22:38:38,326 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6371 +[2025-03-24 22:38:38,373 INFO hook.py line 748 2330458] Test: [75/78] Loss 1.0073 +[2025-03-24 22:38:38,399 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.6761 +[2025-03-24 22:38:38,451 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1034 +[2025-03-24 22:38:38,473 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8238 +[2025-03-24 22:38:39,453 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:38:39,453 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:38:39,453 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:38:39,453 INFO hook.py line 689 2330458] wall : 0.6042 0.9529 +[2025-03-24 22:38:39,453 INFO hook.py line 689 2330458] floor : 0.8701 0.9016 +[2025-03-24 22:38:39,453 INFO hook.py line 689 2330458] cabinet : 0.0176 0.0180 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] bed : 0.4266 0.5812 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] chair : 0.4674 0.6433 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] sofa : 0.1759 0.1952 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] table : 0.2733 0.8418 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] door : 0.2957 0.4200 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] window : 0.0194 0.0198 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] bookshelf : 0.1085 0.1164 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] picture : 0.0000 0.0000 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] desk : 0.0002 0.0002 +[2025-03-24 22:38:39,454 INFO hook.py line 689 2330458] curtain : 0.0159 0.0159 +[2025-03-24 22:38:39,455 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:38:39,455 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:38:39,455 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:38:39,455 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:38:39,455 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:38:39,455 INFO hook.py line 689 2330458] otherfurniture : 0.0000 0.0000 +[2025-03-24 22:38:39,455 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:38:39,455 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1637/0.2353/0.6647. +[2025-03-24 22:38:39,456 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:38:39,469 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1901 +[2025-03-24 22:38:39,469 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:38:41,409 INFO hook.py line 566 2330458] Train: [30/100][1/4] Data 1.055 (1.055) Batch 1.250 (1.250) Remain 00:05:53 loss: 0.9985 Lr: 2.53408e-03 +[2025-03-24 22:38:41,587 INFO hook.py line 566 2330458] Train: [30/100][2/4] Data 0.003 (0.003) Batch 0.178 (0.178) Remain 00:00:50 loss: 0.8500 Lr: 2.52506e-03 +[2025-03-24 22:38:41,760 INFO hook.py line 566 2330458] Train: [30/100][3/4] Data 0.001 (0.001) Batch 0.173 (0.173) Remain 00:00:48 loss: 0.7583 Lr: 2.51597e-03 +[2025-03-24 22:38:41,929 INFO hook.py line 566 2330458] Train: [30/100][4/4] Data 0.001 (0.001) Batch 0.169 (0.169) Remain 00:00:47 loss: 1.0208 Lr: 2.50681e-03 +[2025-03-24 22:38:41,929 INFO misc.py line 135 2330458] Train result: loss: 0.9069 +[2025-03-24 22:38:41,998 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:38:52,169 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5837 +[2025-03-24 22:38:52,315 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3394 +[2025-03-24 22:38:52,969 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4182 +[2025-03-24 22:38:53,013 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2391 +[2025-03-24 22:38:53,045 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.9273 +[2025-03-24 22:38:53,098 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6324 +[2025-03-24 22:38:53,146 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1076 +[2025-03-24 22:38:53,175 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9277 +[2025-03-24 22:38:53,327 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.7087 +[2025-03-24 22:38:53,355 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.9185 +[2025-03-24 22:38:53,397 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.1355 +[2025-03-24 22:38:53,429 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.3438 +[2025-03-24 22:38:53,475 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3785 +[2025-03-24 22:38:53,508 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.1123 +[2025-03-24 22:38:53,542 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.5922 +[2025-03-24 22:38:53,583 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6093 +[2025-03-24 22:38:53,617 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.5271 +[2025-03-24 22:38:53,647 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.6454 +[2025-03-24 22:38:53,688 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7298 +[2025-03-24 22:38:53,720 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7988 +[2025-03-24 22:38:53,751 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.7213 +[2025-03-24 22:38:53,786 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8354 +[2025-03-24 22:38:53,811 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.0019 +[2025-03-24 22:38:53,849 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5063 +[2025-03-24 22:38:53,887 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.7047 +[2025-03-24 22:38:53,924 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0826 +[2025-03-24 22:38:53,970 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4784 +[2025-03-24 22:38:53,999 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.4727 +[2025-03-24 22:38:54,024 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0572 +[2025-03-24 22:38:54,073 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.4445 +[2025-03-24 22:38:54,129 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9156 +[2025-03-24 22:38:54,160 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6192 +[2025-03-24 22:38:54,208 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7830 +[2025-03-24 22:38:54,243 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.7473 +[2025-03-24 22:38:54,279 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.4249 +[2025-03-24 22:38:54,312 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5699 +[2025-03-24 22:38:54,346 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2097 +[2025-03-24 22:38:54,371 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7874 +[2025-03-24 22:38:54,427 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.4033 +[2025-03-24 22:38:54,466 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5353 +[2025-03-24 22:38:54,505 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8053 +[2025-03-24 22:38:54,530 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.1531 +[2025-03-24 22:38:54,561 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.7215 +[2025-03-24 22:38:54,616 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3109 +[2025-03-24 22:38:54,645 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2571 +[2025-03-24 22:38:54,686 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4383 +[2025-03-24 22:38:54,721 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.3575 +[2025-03-24 22:38:54,751 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.1306 +[2025-03-24 22:38:54,783 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.1378 +[2025-03-24 22:38:54,816 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.5175 +[2025-03-24 22:38:54,844 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.0270 +[2025-03-24 22:38:54,875 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9275 +[2025-03-24 22:38:54,902 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.5652 +[2025-03-24 22:38:54,937 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7865 +[2025-03-24 22:38:54,973 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1124 +[2025-03-24 22:38:55,008 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.4396 +[2025-03-24 22:38:55,037 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.0807 +[2025-03-24 22:38:55,060 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.8772 +[2025-03-24 22:38:55,094 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6886 +[2025-03-24 22:38:55,123 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4706 +[2025-03-24 22:38:55,144 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.7601 +[2025-03-24 22:38:55,173 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.5123 +[2025-03-24 22:38:55,204 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.9612 +[2025-03-24 22:38:55,256 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6216 +[2025-03-24 22:38:55,279 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.8336 +[2025-03-24 22:38:55,316 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2068 +[2025-03-24 22:38:55,350 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.3830 +[2025-03-24 22:38:55,379 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3300 +[2025-03-24 22:38:55,405 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2705 +[2025-03-24 22:38:55,458 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1479 +[2025-03-24 22:38:55,496 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.5978 +[2025-03-24 22:38:55,543 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9100 +[2025-03-24 22:38:55,587 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.5829 +[2025-03-24 22:38:55,624 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4639 +[2025-03-24 22:38:55,671 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7625 +[2025-03-24 22:38:55,696 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.0085 +[2025-03-24 22:38:55,747 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2883 +[2025-03-24 22:38:55,770 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0085 +[2025-03-24 22:38:56,748 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:38:56,749 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:38:56,749 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:38:56,749 INFO hook.py line 689 2330458] wall : 0.6119 0.9493 +[2025-03-24 22:38:56,749 INFO hook.py line 689 2330458] floor : 0.9188 0.9699 +[2025-03-24 22:38:56,749 INFO hook.py line 689 2330458] cabinet : 0.0458 0.0477 +[2025-03-24 22:38:56,749 INFO hook.py line 689 2330458] bed : 0.3929 0.4824 +[2025-03-24 22:38:56,749 INFO hook.py line 689 2330458] chair : 0.5979 0.8190 +[2025-03-24 22:38:56,749 INFO hook.py line 689 2330458] sofa : 0.1117 0.1162 +[2025-03-24 22:38:56,749 INFO hook.py line 689 2330458] table : 0.3954 0.7132 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] door : 0.2964 0.4275 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] window : 0.1029 0.1245 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] bookshelf : 0.1806 0.1961 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] picture : 0.0524 0.1398 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] desk : 0.1019 0.1538 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] curtain : 0.0145 0.0147 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] refridgerator : 0.0000 0.0000 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:38:56,750 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:38:56,751 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:38:56,751 INFO hook.py line 689 2330458] otherfurniture : 0.0035 0.0036 +[2025-03-24 22:38:56,751 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:38:56,751 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1913/0.2579/0.6981. +[2025-03-24 22:38:56,752 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:38:56,764 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1913 +[2025-03-24 22:38:56,764 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1913 +[2025-03-24 22:38:56,765 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:38:58,900 INFO hook.py line 566 2330458] Train: [31/100][1/4] Data 0.856 (0.856) Batch 1.047 (1.047) Remain 00:04:52 loss: 1.2119 Lr: 2.49759e-03 +[2025-03-24 22:38:59,075 INFO hook.py line 566 2330458] Train: [31/100][2/4] Data 0.002 (0.002) Batch 0.176 (0.176) Remain 00:00:48 loss: 1.1590 Lr: 2.48829e-03 +[2025-03-24 22:38:59,236 INFO hook.py line 566 2330458] Train: [31/100][3/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:44 loss: 0.8540 Lr: 2.47893e-03 +[2025-03-24 22:38:59,406 INFO hook.py line 566 2330458] Train: [31/100][4/4] Data 0.001 (0.001) Batch 0.170 (0.170) Remain 00:00:46 loss: 0.8651 Lr: 2.46950e-03 +[2025-03-24 22:38:59,406 INFO misc.py line 135 2330458] Train result: loss: 1.0225 +[2025-03-24 22:38:59,470 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:39:09,836 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.7724 +[2025-03-24 22:39:10,478 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.7376 +[2025-03-24 22:39:10,518 INFO hook.py line 748 2330458] Test: [3/78] Loss 3.3487 +[2025-03-24 22:39:10,715 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.3722 +[2025-03-24 22:39:10,745 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.4469 +[2025-03-24 22:39:10,795 INFO hook.py line 748 2330458] Test: [6/78] Loss 3.1226 +[2025-03-24 22:39:10,841 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.6391 +[2025-03-24 22:39:10,873 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.1094 +[2025-03-24 22:39:10,915 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.7264 +[2025-03-24 22:39:10,944 INFO hook.py line 748 2330458] Test: [10/78] Loss 3.2044 +[2025-03-24 22:39:10,986 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.2997 +[2025-03-24 22:39:11,015 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.5179 +[2025-03-24 22:39:11,060 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.4196 +[2025-03-24 22:39:11,094 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.9822 +[2025-03-24 22:39:11,128 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.7493 +[2025-03-24 22:39:11,170 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5265 +[2025-03-24 22:39:11,206 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.5108 +[2025-03-24 22:39:11,237 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.8475 +[2025-03-24 22:39:11,276 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8831 +[2025-03-24 22:39:11,308 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.6497 +[2025-03-24 22:39:11,339 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.7731 +[2025-03-24 22:39:11,374 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1725 +[2025-03-24 22:39:11,398 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.1273 +[2025-03-24 22:39:11,439 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0571 +[2025-03-24 22:39:11,479 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.3858 +[2025-03-24 22:39:11,516 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1524 +[2025-03-24 22:39:11,567 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5570 +[2025-03-24 22:39:11,596 INFO hook.py line 748 2330458] Test: [28/78] Loss 3.0848 +[2025-03-24 22:39:11,622 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.2349 +[2025-03-24 22:39:11,670 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.9395 +[2025-03-24 22:39:11,726 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.7140 +[2025-03-24 22:39:11,757 INFO hook.py line 748 2330458] Test: [32/78] Loss 3.2096 +[2025-03-24 22:39:11,805 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.8321 +[2025-03-24 22:39:11,844 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2712 +[2025-03-24 22:39:11,880 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.5044 +[2025-03-24 22:39:11,912 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.8420 +[2025-03-24 22:39:11,945 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.8100 +[2025-03-24 22:39:11,985 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.2290 +[2025-03-24 22:39:12,043 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8307 +[2025-03-24 22:39:12,088 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.6071 +[2025-03-24 22:39:12,126 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8730 +[2025-03-24 22:39:12,151 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.8493 +[2025-03-24 22:39:12,183 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.6013 +[2025-03-24 22:39:12,235 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4273 +[2025-03-24 22:39:12,266 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.6423 +[2025-03-24 22:39:12,308 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4047 +[2025-03-24 22:39:12,345 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.8357 +[2025-03-24 22:39:12,377 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.5923 +[2025-03-24 22:39:12,410 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.1957 +[2025-03-24 22:39:12,443 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7048 +[2025-03-24 22:39:12,481 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.9525 +[2025-03-24 22:39:12,514 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.2531 +[2025-03-24 22:39:12,541 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.5930 +[2025-03-24 22:39:12,577 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.8063 +[2025-03-24 22:39:12,614 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1650 +[2025-03-24 22:39:12,650 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5732 +[2025-03-24 22:39:12,678 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2598 +[2025-03-24 22:39:12,701 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.2284 +[2025-03-24 22:39:12,736 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.7331 +[2025-03-24 22:39:12,764 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.3999 +[2025-03-24 22:39:12,785 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.2863 +[2025-03-24 22:39:12,814 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.2920 +[2025-03-24 22:39:12,846 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.0804 +[2025-03-24 22:39:12,897 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.7328 +[2025-03-24 22:39:12,921 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.4611 +[2025-03-24 22:39:12,958 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2461 +[2025-03-24 22:39:12,992 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.3983 +[2025-03-24 22:39:13,020 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5496 +[2025-03-24 22:39:13,046 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2841 +[2025-03-24 22:39:13,099 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.2895 +[2025-03-24 22:39:13,138 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.8733 +[2025-03-24 22:39:13,184 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.1341 +[2025-03-24 22:39:13,228 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2375 +[2025-03-24 22:39:13,265 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3919 +[2025-03-24 22:39:13,312 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.6727 +[2025-03-24 22:39:13,338 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.0682 +[2025-03-24 22:39:13,388 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0338 +[2025-03-24 22:39:13,411 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9533 +[2025-03-24 22:39:14,485 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:39:14,485 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:39:14,485 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] wall : 0.6231 0.9594 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] floor : 0.9147 0.9514 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] cabinet : 0.0649 0.0671 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] bed : 0.3583 0.4695 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] chair : 0.4978 0.8070 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] sofa : 0.2301 0.2568 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] table : 0.3633 0.7909 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] door : 0.2226 0.2400 +[2025-03-24 22:39:14,485 INFO hook.py line 689 2330458] window : 0.0430 0.0461 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] bookshelf : 0.1325 0.1374 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] picture : 0.1333 0.2914 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] desk : 0.0660 0.0930 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] curtain : 0.0572 0.0620 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] refridgerator : 0.0004 0.0004 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:39:14,486 INFO hook.py line 689 2330458] otherfurniture : 0.0056 0.0058 +[2025-03-24 22:39:14,486 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:39:14,486 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1856/0.2589/0.6904. +[2025-03-24 22:39:14,487 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:39:14,498 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1913 +[2025-03-24 22:39:14,499 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:39:16,331 INFO hook.py line 566 2330458] Train: [32/100][1/4] Data 1.026 (1.026) Batch 1.203 (1.203) Remain 00:05:30 loss: 0.8261 Lr: 2.46001e-03 +[2025-03-24 22:39:16,528 INFO hook.py line 566 2330458] Train: [32/100][2/4] Data 0.006 (0.006) Batch 0.198 (0.198) Remain 00:00:54 loss: 0.7187 Lr: 2.45045e-03 +[2025-03-24 22:39:16,689 INFO hook.py line 566 2330458] Train: [32/100][3/4] Data 0.002 (0.002) Batch 0.161 (0.161) Remain 00:00:43 loss: 0.8802 Lr: 2.44082e-03 +[2025-03-24 22:39:16,858 INFO hook.py line 566 2330458] Train: [32/100][4/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:45 loss: 0.9579 Lr: 2.43113e-03 +[2025-03-24 22:39:16,858 INFO misc.py line 135 2330458] Train result: loss: 0.8457 +[2025-03-24 22:39:16,930 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:39:27,428 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.7550 +[2025-03-24 22:39:27,660 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5760 +[2025-03-24 22:39:27,712 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.7776 +[2025-03-24 22:39:27,766 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2487 +[2025-03-24 22:39:27,805 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.0733 +[2025-03-24 22:39:27,881 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.5592 +[2025-03-24 22:39:27,928 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.3331 +[2025-03-24 22:39:27,962 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8733 +[2025-03-24 22:39:28,005 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6875 +[2025-03-24 22:39:28,037 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.6807 +[2025-03-24 22:39:28,082 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.3432 +[2025-03-24 22:39:28,111 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.5225 +[2025-03-24 22:39:28,161 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.4168 +[2025-03-24 22:39:28,195 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.2250 +[2025-03-24 22:39:28,229 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.2015 +[2025-03-24 22:39:28,270 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.3820 +[2025-03-24 22:39:28,306 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.5407 +[2025-03-24 22:39:28,335 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.4824 +[2025-03-24 22:39:28,376 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.4707 +[2025-03-24 22:39:28,406 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.6343 +[2025-03-24 22:39:28,446 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6401 +[2025-03-24 22:39:28,482 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2384 +[2025-03-24 22:39:28,510 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.0904 +[2025-03-24 22:39:28,550 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.8572 +[2025-03-24 22:39:28,590 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.5371 +[2025-03-24 22:39:28,627 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9707 +[2025-03-24 22:39:28,673 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8531 +[2025-03-24 22:39:28,706 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.7097 +[2025-03-24 22:39:28,732 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9086 +[2025-03-24 22:39:28,783 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1554 +[2025-03-24 22:39:28,837 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.7184 +[2025-03-24 22:39:28,878 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.9667 +[2025-03-24 22:39:28,925 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.8748 +[2025-03-24 22:39:28,963 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.0695 +[2025-03-24 22:39:29,000 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.4766 +[2025-03-24 22:39:29,032 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5364 +[2025-03-24 22:39:29,064 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2417 +[2025-03-24 22:39:29,103 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.9042 +[2025-03-24 22:39:29,159 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.5971 +[2025-03-24 22:39:29,200 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5056 +[2025-03-24 22:39:29,242 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.0331 +[2025-03-24 22:39:29,267 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.7172 +[2025-03-24 22:39:29,298 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4130 +[2025-03-24 22:39:29,351 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3177 +[2025-03-24 22:39:29,381 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.5653 +[2025-03-24 22:39:29,424 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4763 +[2025-03-24 22:39:29,462 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.1702 +[2025-03-24 22:39:29,493 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.5538 +[2025-03-24 22:39:29,526 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.2135 +[2025-03-24 22:39:29,560 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.0537 +[2025-03-24 22:39:29,593 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.6227 +[2025-03-24 22:39:29,634 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9651 +[2025-03-24 22:39:29,662 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.5638 +[2025-03-24 22:39:29,699 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6953 +[2025-03-24 22:39:29,733 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.4344 +[2025-03-24 22:39:29,769 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.8101 +[2025-03-24 22:39:29,800 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2978 +[2025-03-24 22:39:29,824 INFO hook.py line 748 2330458] Test: [58/78] Loss 3.0451 +[2025-03-24 22:39:29,859 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6033 +[2025-03-24 22:39:29,888 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.3752 +[2025-03-24 22:39:29,909 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.0611 +[2025-03-24 22:39:29,939 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3210 +[2025-03-24 22:39:29,972 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.4750 +[2025-03-24 22:39:30,023 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6315 +[2025-03-24 22:39:30,047 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.0871 +[2025-03-24 22:39:30,084 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3555 +[2025-03-24 22:39:30,119 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.6084 +[2025-03-24 22:39:30,148 INFO hook.py line 748 2330458] Test: [68/78] Loss 1.8841 +[2025-03-24 22:39:30,175 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3422 +[2025-03-24 22:39:30,228 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.2476 +[2025-03-24 22:39:30,267 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.8646 +[2025-03-24 22:39:30,313 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.0402 +[2025-03-24 22:39:30,358 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3602 +[2025-03-24 22:39:30,396 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.2898 +[2025-03-24 22:39:30,443 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7679 +[2025-03-24 22:39:30,467 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.3033 +[2025-03-24 22:39:30,518 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2620 +[2025-03-24 22:39:30,542 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.1099 +[2025-03-24 22:39:31,571 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:39:31,571 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:39:31,571 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] wall : 0.6157 0.9374 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] floor : 0.9152 0.9754 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] cabinet : 0.1220 0.1319 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] bed : 0.3446 0.6060 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] chair : 0.5379 0.8455 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] sofa : 0.1483 0.1570 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] table : 0.4178 0.6225 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] door : 0.3195 0.4332 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] window : 0.0275 0.0288 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] bookshelf : 0.0983 0.1015 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] picture : 0.1761 0.2829 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] desk : 0.1235 0.1890 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] curtain : 0.0356 0.0373 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] refridgerator : 0.0001 0.0001 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:39:31,572 INFO hook.py line 689 2330458] otherfurniture : 0.0230 0.0242 +[2025-03-24 22:39:31,572 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:39:31,572 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1953/0.2686/0.6990. +[2025-03-24 22:39:31,572 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:39:31,584 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.1953 +[2025-03-24 22:39:31,584 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1953 +[2025-03-24 22:39:31,585 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:39:33,787 INFO hook.py line 566 2330458] Train: [33/100][1/4] Data 0.968 (0.968) Batch 1.151 (1.151) Remain 00:05:11 loss: 0.8678 Lr: 2.42138e-03 +[2025-03-24 22:39:33,959 INFO hook.py line 566 2330458] Train: [33/100][2/4] Data 0.001 (0.001) Batch 0.171 (0.171) Remain 00:00:46 loss: 0.7252 Lr: 2.41156e-03 +[2025-03-24 22:39:34,120 INFO hook.py line 566 2330458] Train: [33/100][3/4] Data 0.002 (0.002) Batch 0.162 (0.162) Remain 00:00:43 loss: 0.5818 Lr: 2.40168e-03 +[2025-03-24 22:39:34,284 INFO hook.py line 566 2330458] Train: [33/100][4/4] Data 0.002 (0.002) Batch 0.163 (0.163) Remain 00:00:43 loss: 0.7143 Lr: 2.39174e-03 +[2025-03-24 22:39:34,284 INFO misc.py line 135 2330458] Train result: loss: 0.7223 +[2025-03-24 22:39:34,346 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:39:44,697 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.6776 +[2025-03-24 22:39:44,982 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5288 +[2025-03-24 22:39:45,015 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3483 +[2025-03-24 22:39:45,060 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2045 +[2025-03-24 22:39:45,115 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.9349 +[2025-03-24 22:39:45,168 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6609 +[2025-03-24 22:39:45,225 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.2118 +[2025-03-24 22:39:45,263 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8906 +[2025-03-24 22:39:45,553 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6535 +[2025-03-24 22:39:45,584 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.5860 +[2025-03-24 22:39:45,630 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.4338 +[2025-03-24 22:39:45,659 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0885 +[2025-03-24 22:39:45,704 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.7308 +[2025-03-24 22:39:45,738 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.3084 +[2025-03-24 22:39:45,780 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.2644 +[2025-03-24 22:39:45,822 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5340 +[2025-03-24 22:39:45,857 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7496 +[2025-03-24 22:39:45,888 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.3494 +[2025-03-24 22:39:45,932 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6126 +[2025-03-24 22:39:45,960 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.6764 +[2025-03-24 22:39:45,993 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6185 +[2025-03-24 22:39:46,035 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1405 +[2025-03-24 22:39:46,062 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.0080 +[2025-03-24 22:39:46,101 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6915 +[2025-03-24 22:39:46,142 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9576 +[2025-03-24 22:39:46,178 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8696 +[2025-03-24 22:39:46,225 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8341 +[2025-03-24 22:39:46,256 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.8557 +[2025-03-24 22:39:46,283 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9112 +[2025-03-24 22:39:46,332 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.2356 +[2025-03-24 22:39:46,387 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8120 +[2025-03-24 22:39:46,419 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.9601 +[2025-03-24 22:39:46,469 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7411 +[2025-03-24 22:39:46,507 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8965 +[2025-03-24 22:39:46,545 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.4860 +[2025-03-24 22:39:46,577 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.4881 +[2025-03-24 22:39:46,609 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3786 +[2025-03-24 22:39:46,639 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.8741 +[2025-03-24 22:39:46,696 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7010 +[2025-03-24 22:39:46,737 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5844 +[2025-03-24 22:39:46,778 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9720 +[2025-03-24 22:39:46,803 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.8505 +[2025-03-24 22:39:46,835 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.5339 +[2025-03-24 22:39:46,889 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3571 +[2025-03-24 22:39:46,920 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0514 +[2025-03-24 22:39:46,962 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5131 +[2025-03-24 22:39:46,999 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.2176 +[2025-03-24 22:39:47,030 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.5856 +[2025-03-24 22:39:47,064 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.2901 +[2025-03-24 22:39:47,098 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1528 +[2025-03-24 22:39:47,127 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.0114 +[2025-03-24 22:39:47,160 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0638 +[2025-03-24 22:39:47,186 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.5547 +[2025-03-24 22:39:47,223 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.9002 +[2025-03-24 22:39:47,258 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.5465 +[2025-03-24 22:39:47,294 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7495 +[2025-03-24 22:39:47,322 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4598 +[2025-03-24 22:39:47,345 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5941 +[2025-03-24 22:39:47,380 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6226 +[2025-03-24 22:39:47,408 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5099 +[2025-03-24 22:39:47,428 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.4804 +[2025-03-24 22:39:47,457 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3602 +[2025-03-24 22:39:47,489 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5274 +[2025-03-24 22:39:47,540 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6450 +[2025-03-24 22:39:47,563 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.8774 +[2025-03-24 22:39:47,600 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.4493 +[2025-03-24 22:39:47,634 INFO hook.py line 748 2330458] Test: [67/78] Loss 3.0110 +[2025-03-24 22:39:47,663 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2187 +[2025-03-24 22:39:47,689 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2833 +[2025-03-24 22:39:47,742 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1428 +[2025-03-24 22:39:47,780 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.0755 +[2025-03-24 22:39:47,827 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9880 +[2025-03-24 22:39:47,871 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3550 +[2025-03-24 22:39:47,908 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5209 +[2025-03-24 22:39:47,955 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8811 +[2025-03-24 22:39:47,980 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.0263 +[2025-03-24 22:39:48,031 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2556 +[2025-03-24 22:39:48,056 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.1147 +[2025-03-24 22:39:49,043 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:39:49,044 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:39:49,044 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:39:49,044 INFO hook.py line 689 2330458] wall : 0.6208 0.9521 +[2025-03-24 22:39:49,044 INFO hook.py line 689 2330458] floor : 0.9101 0.9695 +[2025-03-24 22:39:49,044 INFO hook.py line 689 2330458] cabinet : 0.1239 0.1324 +[2025-03-24 22:39:49,044 INFO hook.py line 689 2330458] bed : 0.3479 0.5520 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] chair : 0.5607 0.8297 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] sofa : 0.0859 0.0874 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] table : 0.3723 0.5755 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] door : 0.2902 0.3903 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] window : 0.0885 0.0972 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] bookshelf : 0.0533 0.0540 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] picture : 0.1561 0.3826 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] desk : 0.1174 0.2209 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] curtain : 0.0400 0.0408 +[2025-03-24 22:39:49,045 INFO hook.py line 689 2330458] refridgerator : 0.0033 0.0034 +[2025-03-24 22:39:49,046 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:39:49,046 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:39:49,046 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:39:49,046 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:39:49,046 INFO hook.py line 689 2330458] otherfurniture : 0.0263 0.0270 +[2025-03-24 22:39:49,046 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:39:49,046 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.1898/0.2657/0.6960. +[2025-03-24 22:39:49,047 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:39:49,054 INFO misc.py line 164 2330458] Currently Best mIoU: 0.1953 +[2025-03-24 22:39:49,054 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:39:50,740 INFO hook.py line 566 2330458] Train: [34/100][1/4] Data 0.862 (0.862) Batch 1.026 (1.026) Remain 00:04:34 loss: 0.2881 Lr: 2.38174e-03 +[2025-03-24 22:39:50,951 INFO hook.py line 566 2330458] Train: [34/100][2/4] Data 0.036 (0.036) Batch 0.211 (0.211) Remain 00:00:56 loss: 0.6622 Lr: 2.37168e-03 +[2025-03-24 22:39:51,122 INFO hook.py line 566 2330458] Train: [34/100][3/4] Data 0.002 (0.002) Batch 0.172 (0.172) Remain 00:00:45 loss: 0.7116 Lr: 2.36156e-03 +[2025-03-24 22:39:51,301 INFO hook.py line 566 2330458] Train: [34/100][4/4] Data 0.001 (0.001) Batch 0.178 (0.178) Remain 00:00:47 loss: 0.5271 Lr: 2.35138e-03 +[2025-03-24 22:39:51,301 INFO misc.py line 135 2330458] Train result: loss: 0.5473 +[2025-03-24 22:39:51,385 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:40:01,926 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.7127 +[2025-03-24 22:40:01,963 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.7376 +[2025-03-24 22:40:01,997 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2496 +[2025-03-24 22:40:02,047 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2349 +[2025-03-24 22:40:02,280 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.0972 +[2025-03-24 22:40:02,992 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8577 +[2025-03-24 22:40:03,054 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.4150 +[2025-03-24 22:40:03,079 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8119 +[2025-03-24 22:40:03,122 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.7200 +[2025-03-24 22:40:03,161 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.3644 +[2025-03-24 22:40:03,204 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.2793 +[2025-03-24 22:40:03,233 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.3069 +[2025-03-24 22:40:03,277 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.7391 +[2025-03-24 22:40:03,311 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.4644 +[2025-03-24 22:40:03,345 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.1682 +[2025-03-24 22:40:03,387 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5036 +[2025-03-24 22:40:03,422 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8201 +[2025-03-24 22:40:03,451 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.3279 +[2025-03-24 22:40:03,492 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6474 +[2025-03-24 22:40:03,521 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7934 +[2025-03-24 22:40:03,553 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6146 +[2025-03-24 22:40:03,589 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2356 +[2025-03-24 22:40:03,616 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.3523 +[2025-03-24 22:40:03,658 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9047 +[2025-03-24 22:40:03,698 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.2590 +[2025-03-24 22:40:03,735 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9472 +[2025-03-24 22:40:03,781 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.1495 +[2025-03-24 22:40:03,810 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.7840 +[2025-03-24 22:40:03,837 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8731 +[2025-03-24 22:40:03,887 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0673 +[2025-03-24 22:40:03,940 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9187 +[2025-03-24 22:40:03,971 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.5810 +[2025-03-24 22:40:04,021 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.9114 +[2025-03-24 22:40:04,056 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8928 +[2025-03-24 22:40:04,094 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.5684 +[2025-03-24 22:40:04,127 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5904 +[2025-03-24 22:40:04,160 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3025 +[2025-03-24 22:40:04,188 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.9270 +[2025-03-24 22:40:04,243 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8581 +[2025-03-24 22:40:04,285 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5985 +[2025-03-24 22:40:04,326 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9381 +[2025-03-24 22:40:04,358 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.3636 +[2025-03-24 22:40:04,390 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.5861 +[2025-03-24 22:40:04,445 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2930 +[2025-03-24 22:40:04,487 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2743 +[2025-03-24 22:40:04,532 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5754 +[2025-03-24 22:40:04,572 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.5341 +[2025-03-24 22:40:04,603 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.4305 +[2025-03-24 22:40:04,636 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.1024 +[2025-03-24 22:40:04,670 INFO hook.py line 748 2330458] Test: [50/78] Loss 1.9698 +[2025-03-24 22:40:04,700 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.6495 +[2025-03-24 22:40:04,733 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0285 +[2025-03-24 22:40:04,760 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7475 +[2025-03-24 22:40:04,796 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7923 +[2025-03-24 22:40:04,829 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.6936 +[2025-03-24 22:40:04,866 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.9823 +[2025-03-24 22:40:04,895 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.6214 +[2025-03-24 22:40:04,918 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5820 +[2025-03-24 22:40:04,953 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.8632 +[2025-03-24 22:40:04,982 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4585 +[2025-03-24 22:40:05,003 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.2482 +[2025-03-24 22:40:05,032 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.5652 +[2025-03-24 22:40:05,065 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8001 +[2025-03-24 22:40:05,116 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6130 +[2025-03-24 22:40:05,139 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.9298 +[2025-03-24 22:40:05,176 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.4486 +[2025-03-24 22:40:05,210 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.9092 +[2025-03-24 22:40:05,239 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1005 +[2025-03-24 22:40:05,265 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3392 +[2025-03-24 22:40:05,318 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.2232 +[2025-03-24 22:40:05,357 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.6632 +[2025-03-24 22:40:05,403 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8153 +[2025-03-24 22:40:05,448 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.4159 +[2025-03-24 22:40:05,485 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4007 +[2025-03-24 22:40:05,532 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9268 +[2025-03-24 22:40:05,557 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.2660 +[2025-03-24 22:40:05,607 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2817 +[2025-03-24 22:40:05,631 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.1333 +[2025-03-24 22:40:06,624 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:40:06,625 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:40:06,625 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:40:06,625 INFO hook.py line 689 2330458] wall : 0.6023 0.9290 +[2025-03-24 22:40:06,625 INFO hook.py line 689 2330458] floor : 0.9241 0.9675 +[2025-03-24 22:40:06,625 INFO hook.py line 689 2330458] cabinet : 0.1410 0.1525 +[2025-03-24 22:40:06,625 INFO hook.py line 689 2330458] bed : 0.2739 0.6739 +[2025-03-24 22:40:06,625 INFO hook.py line 689 2330458] chair : 0.6222 0.8115 +[2025-03-24 22:40:06,625 INFO hook.py line 689 2330458] sofa : 0.1850 0.2022 +[2025-03-24 22:40:06,625 INFO hook.py line 689 2330458] table : 0.3855 0.5083 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] door : 0.3121 0.5076 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] window : 0.0326 0.0336 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] bookshelf : 0.1701 0.1846 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] picture : 0.1703 0.3636 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] desk : 0.1166 0.1647 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] curtain : 0.0389 0.0392 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] refridgerator : 0.0228 0.0263 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:40:06,626 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:40:06,627 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:40:06,627 INFO hook.py line 689 2330458] otherfurniture : 0.0198 0.0201 +[2025-03-24 22:40:06,627 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:40:06,627 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2009/0.2792/0.6962. +[2025-03-24 22:40:06,628 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:40:06,635 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2009 +[2025-03-24 22:40:06,636 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2009 +[2025-03-24 22:40:06,636 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:40:08,795 INFO hook.py line 566 2330458] Train: [35/100][1/4] Data 0.924 (0.924) Batch 1.123 (1.123) Remain 00:04:55 loss: 0.6680 Lr: 2.34114e-03 +[2025-03-24 22:40:09,050 INFO hook.py line 566 2330458] Train: [35/100][2/4] Data 0.002 (0.002) Batch 0.255 (0.255) Remain 00:01:06 loss: 0.7763 Lr: 2.33084e-03 +[2025-03-24 22:40:09,217 INFO hook.py line 566 2330458] Train: [35/100][3/4] Data 0.002 (0.002) Batch 0.167 (0.167) Remain 00:00:43 loss: 0.4576 Lr: 2.32049e-03 +[2025-03-24 22:40:09,384 INFO hook.py line 566 2330458] Train: [35/100][4/4] Data 0.001 (0.001) Batch 0.167 (0.167) Remain 00:00:43 loss: 0.3768 Lr: 2.31008e-03 +[2025-03-24 22:40:09,385 INFO misc.py line 135 2330458] Train result: loss: 0.5697 +[2025-03-24 22:40:09,458 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:40:19,834 INFO hook.py line 748 2330458] Test: [1/78] Loss 4.0280 +[2025-03-24 22:40:19,885 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.6588 +[2025-03-24 22:40:20,321 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.7308 +[2025-03-24 22:40:20,372 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2985 +[2025-03-24 22:40:20,663 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.8778 +[2025-03-24 22:40:20,717 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8756 +[2025-03-24 22:40:20,765 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1449 +[2025-03-24 22:40:20,788 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0641 +[2025-03-24 22:40:20,829 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4197 +[2025-03-24 22:40:20,860 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.3417 +[2025-03-24 22:40:20,901 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.2873 +[2025-03-24 22:40:20,933 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2052 +[2025-03-24 22:40:20,978 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.8600 +[2025-03-24 22:40:21,011 INFO hook.py line 748 2330458] Test: [14/78] Loss 4.1120 +[2025-03-24 22:40:21,045 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.4170 +[2025-03-24 22:40:21,087 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.3507 +[2025-03-24 22:40:21,122 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.0739 +[2025-03-24 22:40:21,151 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.5509 +[2025-03-24 22:40:21,193 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8418 +[2025-03-24 22:40:21,222 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.5745 +[2025-03-24 22:40:21,254 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5422 +[2025-03-24 22:40:21,291 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3075 +[2025-03-24 22:40:21,317 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.8509 +[2025-03-24 22:40:21,356 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0171 +[2025-03-24 22:40:21,394 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0956 +[2025-03-24 22:40:21,430 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.7786 +[2025-03-24 22:40:21,476 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9457 +[2025-03-24 22:40:21,505 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.6792 +[2025-03-24 22:40:21,531 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.7621 +[2025-03-24 22:40:21,583 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0831 +[2025-03-24 22:40:21,637 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5388 +[2025-03-24 22:40:21,669 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.5592 +[2025-03-24 22:40:21,718 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7307 +[2025-03-24 22:40:21,752 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9862 +[2025-03-24 22:40:21,788 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6166 +[2025-03-24 22:40:21,820 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.4527 +[2025-03-24 22:40:21,855 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3815 +[2025-03-24 22:40:21,886 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.2670 +[2025-03-24 22:40:21,942 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0968 +[2025-03-24 22:40:21,984 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4704 +[2025-03-24 22:40:22,022 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9939 +[2025-03-24 22:40:22,047 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.5840 +[2025-03-24 22:40:22,078 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.8150 +[2025-03-24 22:40:22,128 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4784 +[2025-03-24 22:40:22,160 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4446 +[2025-03-24 22:40:22,202 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5144 +[2025-03-24 22:40:22,238 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.4053 +[2025-03-24 22:40:22,269 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.2922 +[2025-03-24 22:40:22,310 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.1580 +[2025-03-24 22:40:22,340 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.0045 +[2025-03-24 22:40:22,369 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.9326 +[2025-03-24 22:40:22,405 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0449 +[2025-03-24 22:40:22,434 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7989 +[2025-03-24 22:40:22,468 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.0418 +[2025-03-24 22:40:22,502 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3667 +[2025-03-24 22:40:22,538 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.8185 +[2025-03-24 22:40:22,566 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4716 +[2025-03-24 22:40:22,589 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.7206 +[2025-03-24 22:40:22,624 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6701 +[2025-03-24 22:40:22,652 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6496 +[2025-03-24 22:40:22,673 INFO hook.py line 748 2330458] Test: [61/78] Loss 3.1342 +[2025-03-24 22:40:22,702 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4121 +[2025-03-24 22:40:22,734 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.0172 +[2025-03-24 22:40:22,785 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6866 +[2025-03-24 22:40:22,808 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.3545 +[2025-03-24 22:40:22,846 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.4875 +[2025-03-24 22:40:22,881 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.9162 +[2025-03-24 22:40:22,909 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1076 +[2025-03-24 22:40:22,935 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3560 +[2025-03-24 22:40:22,988 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.9961 +[2025-03-24 22:40:23,026 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.9731 +[2025-03-24 22:40:23,073 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8935 +[2025-03-24 22:40:23,117 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1834 +[2025-03-24 22:40:23,155 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6917 +[2025-03-24 22:40:23,201 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.6965 +[2025-03-24 22:40:23,226 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.9397 +[2025-03-24 22:40:23,277 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.4300 +[2025-03-24 22:40:23,301 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.1742 +[2025-03-24 22:40:24,338 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:40:24,338 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:40:24,338 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:40:24,338 INFO hook.py line 689 2330458] wall : 0.6154 0.9532 +[2025-03-24 22:40:24,338 INFO hook.py line 689 2330458] floor : 0.9042 0.9448 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] cabinet : 0.1726 0.1924 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] bed : 0.3742 0.5176 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] chair : 0.5531 0.8806 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] sofa : 0.2056 0.2159 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] table : 0.4371 0.5959 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] door : 0.2841 0.3714 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] window : 0.1114 0.1228 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] bookshelf : 0.1634 0.1693 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] picture : 0.1782 0.3181 +[2025-03-24 22:40:24,339 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] desk : 0.1591 0.2592 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] curtain : 0.0396 0.0406 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] refridgerator : 0.0485 0.0842 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:40:24,340 INFO hook.py line 689 2330458] otherfurniture : 0.0296 0.0304 +[2025-03-24 22:40:24,340 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:40:24,340 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2138/0.2848/0.7033. +[2025-03-24 22:40:24,341 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:40:24,355 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2138 +[2025-03-24 22:40:24,356 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2138 +[2025-03-24 22:40:24,356 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:40:26,561 INFO hook.py line 566 2330458] Train: [36/100][1/4] Data 0.824 (0.824) Batch 0.991 (0.991) Remain 00:04:16 loss: 0.6691 Lr: 2.29962e-03 +[2025-03-24 22:40:26,751 INFO hook.py line 566 2330458] Train: [36/100][2/4] Data 0.002 (0.002) Batch 0.191 (0.191) Remain 00:00:49 loss: 0.7389 Lr: 2.28910e-03 +[2025-03-24 22:40:26,925 INFO hook.py line 566 2330458] Train: [36/100][3/4] Data 0.001 (0.001) Batch 0.173 (0.173) Remain 00:00:44 loss: 0.3147 Lr: 2.27853e-03 +[2025-03-24 22:40:27,089 INFO hook.py line 566 2330458] Train: [36/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:42 loss: 0.7580 Lr: 2.26790e-03 +[2025-03-24 22:40:27,089 INFO misc.py line 135 2330458] Train result: loss: 0.6202 +[2025-03-24 22:40:27,159 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:40:37,751 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.6285 +[2025-03-24 22:40:38,001 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5485 +[2025-03-24 22:40:38,030 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.7274 +[2025-03-24 22:40:38,078 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2193 +[2025-03-24 22:40:38,112 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.7880 +[2025-03-24 22:40:38,162 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6652 +[2025-03-24 22:40:38,209 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1151 +[2025-03-24 22:40:38,234 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0013 +[2025-03-24 22:40:38,274 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4544 +[2025-03-24 22:40:38,419 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.0928 +[2025-03-24 22:40:38,459 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.1667 +[2025-03-24 22:40:38,496 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1857 +[2025-03-24 22:40:38,547 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.6234 +[2025-03-24 22:40:38,580 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.6085 +[2025-03-24 22:40:38,613 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.3018 +[2025-03-24 22:40:38,654 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5533 +[2025-03-24 22:40:38,690 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7040 +[2025-03-24 22:40:38,722 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.4993 +[2025-03-24 22:40:38,763 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7166 +[2025-03-24 22:40:38,791 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.5818 +[2025-03-24 22:40:38,823 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6049 +[2025-03-24 22:40:38,860 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1353 +[2025-03-24 22:40:38,889 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7940 +[2025-03-24 22:40:38,936 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7904 +[2025-03-24 22:40:38,980 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0945 +[2025-03-24 22:40:39,019 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8505 +[2025-03-24 22:40:39,066 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.7509 +[2025-03-24 22:40:39,095 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.4825 +[2025-03-24 22:40:39,129 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8557 +[2025-03-24 22:40:39,179 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0499 +[2025-03-24 22:40:39,233 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8122 +[2025-03-24 22:40:39,265 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.3728 +[2025-03-24 22:40:39,313 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7826 +[2025-03-24 22:40:39,347 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9184 +[2025-03-24 22:40:39,385 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.4963 +[2025-03-24 22:40:39,421 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.3713 +[2025-03-24 22:40:39,453 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2845 +[2025-03-24 22:40:39,485 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.9247 +[2025-03-24 22:40:39,541 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7527 +[2025-03-24 22:40:39,597 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5618 +[2025-03-24 22:40:39,636 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9383 +[2025-03-24 22:40:39,662 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.4959 +[2025-03-24 22:40:39,693 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.5182 +[2025-03-24 22:40:39,746 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4029 +[2025-03-24 22:40:39,776 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0292 +[2025-03-24 22:40:39,817 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.2756 +[2025-03-24 22:40:39,856 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.5097 +[2025-03-24 22:40:39,893 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.2477 +[2025-03-24 22:40:39,925 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.1195 +[2025-03-24 22:40:39,955 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1634 +[2025-03-24 22:40:39,983 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.4218 +[2025-03-24 22:40:40,018 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0427 +[2025-03-24 22:40:40,058 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7275 +[2025-03-24 22:40:40,098 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.8797 +[2025-03-24 22:40:40,142 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3960 +[2025-03-24 22:40:40,179 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.8026 +[2025-03-24 22:40:40,208 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2061 +[2025-03-24 22:40:40,231 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4854 +[2025-03-24 22:40:40,266 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6302 +[2025-03-24 22:40:40,295 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4355 +[2025-03-24 22:40:40,316 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.6987 +[2025-03-24 22:40:40,345 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3426 +[2025-03-24 22:40:40,377 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6862 +[2025-03-24 22:40:40,428 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5171 +[2025-03-24 22:40:40,452 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.3786 +[2025-03-24 22:40:40,489 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2190 +[2025-03-24 22:40:40,523 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.6869 +[2025-03-24 22:40:40,552 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3711 +[2025-03-24 22:40:40,578 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3570 +[2025-03-24 22:40:40,631 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0387 +[2025-03-24 22:40:40,669 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.8060 +[2025-03-24 22:40:40,716 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9805 +[2025-03-24 22:40:40,760 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1476 +[2025-03-24 22:40:40,797 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.7257 +[2025-03-24 22:40:40,844 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7320 +[2025-03-24 22:40:40,869 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.1334 +[2025-03-24 22:40:40,920 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2541 +[2025-03-24 22:40:40,944 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0210 +[2025-03-24 22:40:41,928 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:40:41,928 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:40:41,928 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:40:41,928 INFO hook.py line 689 2330458] wall : 0.6136 0.9546 +[2025-03-24 22:40:41,928 INFO hook.py line 689 2330458] floor : 0.9154 0.9677 +[2025-03-24 22:40:41,928 INFO hook.py line 689 2330458] cabinet : 0.1477 0.1616 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] bed : 0.3696 0.5117 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] chair : 0.5646 0.8260 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] sofa : 0.1837 0.1935 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] table : 0.4126 0.5688 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] door : 0.3146 0.4220 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] window : 0.0728 0.0774 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] bookshelf : 0.2160 0.2348 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] picture : 0.1560 0.2622 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:40:41,929 INFO hook.py line 689 2330458] desk : 0.1592 0.3017 +[2025-03-24 22:40:41,930 INFO hook.py line 689 2330458] curtain : 0.0402 0.0407 +[2025-03-24 22:40:41,930 INFO hook.py line 689 2330458] refridgerator : 0.0532 0.0796 +[2025-03-24 22:40:41,930 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:40:41,930 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:40:41,930 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:40:41,930 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:40:41,930 INFO hook.py line 689 2330458] otherfurniture : 0.0153 0.0156 +[2025-03-24 22:40:41,930 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:40:41,930 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2117/0.2809/0.7049. +[2025-03-24 22:40:41,931 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:40:41,942 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2138 +[2025-03-24 22:40:41,942 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:40:43,746 INFO hook.py line 566 2330458] Train: [37/100][1/4] Data 0.977 (0.977) Batch 1.157 (1.157) Remain 00:04:55 loss: 0.7065 Lr: 2.25722e-03 +[2025-03-24 22:40:43,967 INFO hook.py line 566 2330458] Train: [37/100][2/4] Data 0.001 (0.001) Batch 0.221 (0.221) Remain 00:00:56 loss: 0.5457 Lr: 2.24649e-03 +[2025-03-24 22:40:44,141 INFO hook.py line 566 2330458] Train: [37/100][3/4] Data 0.001 (0.001) Batch 0.174 (0.174) Remain 00:00:43 loss: 0.4379 Lr: 2.23571e-03 +[2025-03-24 22:40:44,299 INFO hook.py line 566 2330458] Train: [37/100][4/4] Data 0.001 (0.001) Batch 0.158 (0.158) Remain 00:00:39 loss: 0.6149 Lr: 2.22488e-03 +[2025-03-24 22:40:44,299 INFO misc.py line 135 2330458] Train result: loss: 0.5763 +[2025-03-24 22:40:44,363 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:40:54,583 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.6178 +[2025-03-24 22:40:55,493 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.6596 +[2025-03-24 22:40:55,543 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.6786 +[2025-03-24 22:40:55,585 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2228 +[2025-03-24 22:40:55,617 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.8106 +[2025-03-24 22:40:55,668 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8044 +[2025-03-24 22:40:55,714 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0862 +[2025-03-24 22:40:55,738 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0460 +[2025-03-24 22:40:55,780 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4029 +[2025-03-24 22:40:55,875 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.2332 +[2025-03-24 22:40:55,917 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.1377 +[2025-03-24 22:40:55,946 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.4018 +[2025-03-24 22:40:55,989 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.8252 +[2025-03-24 22:40:56,023 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.5380 +[2025-03-24 22:40:56,056 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.1466 +[2025-03-24 22:40:56,103 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.3415 +[2025-03-24 22:40:56,138 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8777 +[2025-03-24 22:40:56,178 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.5454 +[2025-03-24 22:40:56,216 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9819 +[2025-03-24 22:40:56,245 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.4995 +[2025-03-24 22:40:56,284 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5066 +[2025-03-24 22:40:56,320 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1042 +[2025-03-24 22:40:56,347 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6082 +[2025-03-24 22:40:56,387 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7549 +[2025-03-24 22:40:56,428 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8845 +[2025-03-24 22:40:56,468 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8152 +[2025-03-24 22:40:56,516 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6752 +[2025-03-24 22:40:56,549 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.2775 +[2025-03-24 22:40:56,579 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.7377 +[2025-03-24 22:40:56,629 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0319 +[2025-03-24 22:40:56,687 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3999 +[2025-03-24 22:40:56,719 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.7010 +[2025-03-24 22:40:56,768 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7276 +[2025-03-24 22:40:56,808 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8933 +[2025-03-24 22:40:56,842 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6731 +[2025-03-24 22:40:56,875 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6145 +[2025-03-24 22:40:56,910 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.4161 +[2025-03-24 22:40:56,936 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.9130 +[2025-03-24 22:40:56,993 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9629 +[2025-03-24 22:40:57,037 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5774 +[2025-03-24 22:40:57,078 INFO hook.py line 748 2330458] Test: [41/78] Loss 2.0708 +[2025-03-24 22:40:57,104 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.7934 +[2025-03-24 22:40:57,135 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.5154 +[2025-03-24 22:40:57,190 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4593 +[2025-03-24 22:40:57,230 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3705 +[2025-03-24 22:40:57,273 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5093 +[2025-03-24 22:40:57,307 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.7371 +[2025-03-24 22:40:57,338 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.5436 +[2025-03-24 22:40:57,371 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.2106 +[2025-03-24 22:40:57,405 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2855 +[2025-03-24 22:40:57,434 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.3789 +[2025-03-24 22:40:57,468 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0504 +[2025-03-24 22:40:57,495 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6954 +[2025-03-24 22:40:57,531 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7599 +[2025-03-24 22:40:57,567 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.4899 +[2025-03-24 22:40:57,604 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7640 +[2025-03-24 22:40:57,633 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.7067 +[2025-03-24 22:40:57,656 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.6764 +[2025-03-24 22:40:57,691 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.7487 +[2025-03-24 22:40:57,720 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4884 +[2025-03-24 22:40:57,740 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.5485 +[2025-03-24 22:40:57,769 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3364 +[2025-03-24 22:40:57,801 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7779 +[2025-03-24 22:40:57,852 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5488 +[2025-03-24 22:40:57,875 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.4014 +[2025-03-24 22:40:57,913 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.5294 +[2025-03-24 22:40:57,947 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.7883 +[2025-03-24 22:40:57,976 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1387 +[2025-03-24 22:40:58,002 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3256 +[2025-03-24 22:40:58,055 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0923 +[2025-03-24 22:40:58,093 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.1811 +[2025-03-24 22:40:58,140 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.1054 +[2025-03-24 22:40:58,184 INFO hook.py line 748 2330458] Test: [73/78] Loss 1.9321 +[2025-03-24 22:40:58,222 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6414 +[2025-03-24 22:40:58,268 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7313 +[2025-03-24 22:40:58,293 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.9084 +[2025-03-24 22:40:58,344 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.4378 +[2025-03-24 22:40:58,367 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0139 +[2025-03-24 22:40:59,367 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:40:59,367 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:40:59,367 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] wall : 0.6210 0.9640 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] floor : 0.9115 0.9744 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] cabinet : 0.1208 0.1273 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] bed : 0.3793 0.5285 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] chair : 0.5227 0.8711 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] sofa : 0.1880 0.1988 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] table : 0.4165 0.5576 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] door : 0.2333 0.2668 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] window : 0.1340 0.1478 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] bookshelf : 0.1733 0.1830 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] picture : 0.1907 0.3354 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] counter : 0.0000 0.0000 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] desk : 0.1442 0.2065 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] curtain : 0.0158 0.0159 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] refridgerator : 0.0658 0.0931 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:40:59,368 INFO hook.py line 689 2330458] otherfurniture : 0.0279 0.0285 +[2025-03-24 22:40:59,368 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:40:59,368 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2072/0.2749/0.7051. +[2025-03-24 22:40:59,369 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:40:59,382 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2138 +[2025-03-24 22:40:59,382 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:41:01,269 INFO hook.py line 566 2330458] Train: [38/100][1/4] Data 1.035 (1.035) Batch 1.260 (1.260) Remain 00:05:16 loss: 0.5166 Lr: 2.21400e-03 +[2025-03-24 22:41:01,444 INFO hook.py line 566 2330458] Train: [38/100][2/4] Data 0.002 (0.002) Batch 0.176 (0.176) Remain 00:00:43 loss: 0.6264 Lr: 2.20307e-03 +[2025-03-24 22:41:01,605 INFO hook.py line 566 2330458] Train: [38/100][3/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:39 loss: 0.5111 Lr: 2.19209e-03 +[2025-03-24 22:41:01,766 INFO hook.py line 566 2330458] Train: [38/100][4/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:40 loss: 0.4603 Lr: 2.18107e-03 +[2025-03-24 22:41:01,766 INFO misc.py line 135 2330458] Train result: loss: 0.5286 +[2025-03-24 22:41:01,836 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:41:12,165 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.6397 +[2025-03-24 22:41:12,204 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5804 +[2025-03-24 22:41:12,603 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5263 +[2025-03-24 22:41:12,714 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1126 +[2025-03-24 22:41:13,047 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.0734 +[2025-03-24 22:41:13,099 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.9323 +[2025-03-24 22:41:13,147 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1061 +[2025-03-24 22:41:13,173 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9859 +[2025-03-24 22:41:13,219 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4977 +[2025-03-24 22:41:13,257 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.9277 +[2025-03-24 22:41:13,315 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.1894 +[2025-03-24 22:41:13,347 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2793 +[2025-03-24 22:41:13,393 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.8196 +[2025-03-24 22:41:13,436 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.6674 +[2025-03-24 22:41:13,470 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.4696 +[2025-03-24 22:41:13,515 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7365 +[2025-03-24 22:41:13,550 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8957 +[2025-03-24 22:41:13,581 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.5996 +[2025-03-24 22:41:13,622 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8658 +[2025-03-24 22:41:13,650 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.5504 +[2025-03-24 22:41:13,682 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6243 +[2025-03-24 22:41:13,720 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2605 +[2025-03-24 22:41:13,750 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.9105 +[2025-03-24 22:41:13,795 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9405 +[2025-03-24 22:41:13,835 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.2686 +[2025-03-24 22:41:13,881 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0232 +[2025-03-24 22:41:13,928 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8509 +[2025-03-24 22:41:13,958 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.4845 +[2025-03-24 22:41:13,983 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8884 +[2025-03-24 22:41:14,035 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0599 +[2025-03-24 22:41:14,092 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8943 +[2025-03-24 22:41:14,124 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.9925 +[2025-03-24 22:41:14,173 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7981 +[2025-03-24 22:41:14,211 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8603 +[2025-03-24 22:41:14,248 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7878 +[2025-03-24 22:41:14,280 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6512 +[2025-03-24 22:41:14,319 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2773 +[2025-03-24 22:41:14,348 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6854 +[2025-03-24 22:41:14,404 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8549 +[2025-03-24 22:41:14,446 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7852 +[2025-03-24 22:41:14,484 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7171 +[2025-03-24 22:41:14,510 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.0234 +[2025-03-24 22:41:14,543 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.6036 +[2025-03-24 22:41:14,600 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2993 +[2025-03-24 22:41:14,630 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3093 +[2025-03-24 22:41:14,672 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6923 +[2025-03-24 22:41:14,709 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.5370 +[2025-03-24 22:41:14,740 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.7779 +[2025-03-24 22:41:14,774 INFO hook.py line 748 2330458] Test: [49/78] Loss 4.3012 +[2025-03-24 22:41:14,814 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.0556 +[2025-03-24 22:41:14,851 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.2491 +[2025-03-24 22:41:14,883 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0209 +[2025-03-24 22:41:14,910 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7641 +[2025-03-24 22:41:14,946 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7438 +[2025-03-24 22:41:14,980 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1991 +[2025-03-24 22:41:15,016 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.8645 +[2025-03-24 22:41:15,045 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3653 +[2025-03-24 22:41:15,067 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5377 +[2025-03-24 22:41:15,103 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6094 +[2025-03-24 22:41:15,131 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5594 +[2025-03-24 22:41:15,152 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.7273 +[2025-03-24 22:41:15,181 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4453 +[2025-03-24 22:41:15,213 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7960 +[2025-03-24 22:41:15,264 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.7483 +[2025-03-24 22:41:15,288 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.9802 +[2025-03-24 22:41:15,324 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2814 +[2025-03-24 22:41:15,359 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.5101 +[2025-03-24 22:41:15,388 INFO hook.py line 748 2330458] Test: [68/78] Loss 1.8629 +[2025-03-24 22:41:15,414 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3134 +[2025-03-24 22:41:15,467 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0104 +[2025-03-24 22:41:15,505 INFO hook.py line 748 2330458] Test: [71/78] Loss 3.2926 +[2025-03-24 22:41:15,552 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.1178 +[2025-03-24 22:41:15,596 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0188 +[2025-03-24 22:41:15,633 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6074 +[2025-03-24 22:41:15,680 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8785 +[2025-03-24 22:41:15,705 INFO hook.py line 748 2330458] Test: [76/78] Loss 2.0537 +[2025-03-24 22:41:15,756 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0947 +[2025-03-24 22:41:15,780 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8692 +[2025-03-24 22:41:16,817 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:41:16,818 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:41:16,818 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:41:16,818 INFO hook.py line 689 2330458] wall : 0.6061 0.9597 +[2025-03-24 22:41:16,818 INFO hook.py line 689 2330458] floor : 0.9183 0.9755 +[2025-03-24 22:41:16,818 INFO hook.py line 689 2330458] cabinet : 0.1938 0.2394 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] bed : 0.3759 0.5542 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] chair : 0.5859 0.7753 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] sofa : 0.2079 0.2244 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] table : 0.4429 0.6226 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] door : 0.3157 0.4160 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] window : 0.0496 0.0516 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] bookshelf : 0.1798 0.1897 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] picture : 0.1669 0.2192 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] counter : 0.0001 0.0001 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] desk : 0.1447 0.2364 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] curtain : 0.0571 0.0580 +[2025-03-24 22:41:16,819 INFO hook.py line 689 2330458] refridgerator : 0.0696 0.0959 +[2025-03-24 22:41:16,820 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:41:16,820 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:41:16,820 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:41:16,820 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:41:16,820 INFO hook.py line 689 2330458] otherfurniture : 0.0064 0.0064 +[2025-03-24 22:41:16,820 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:41:16,820 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2160/0.2812/0.7076. +[2025-03-24 22:41:16,821 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:41:16,835 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2160 +[2025-03-24 22:41:16,835 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2160 +[2025-03-24 22:41:16,835 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:41:18,751 INFO hook.py line 566 2330458] Train: [39/100][1/4] Data 0.680 (0.680) Batch 0.857 (0.857) Remain 00:03:31 loss: 0.8864 Lr: 2.17000e-03 +[2025-03-24 22:41:18,922 INFO hook.py line 566 2330458] Train: [39/100][2/4] Data 0.001 (0.001) Batch 0.171 (0.171) Remain 00:00:42 loss: 0.5789 Lr: 2.15888e-03 +[2025-03-24 22:41:19,080 INFO hook.py line 566 2330458] Train: [39/100][3/4] Data 0.002 (0.002) Batch 0.158 (0.158) Remain 00:00:38 loss: 0.5728 Lr: 2.14772e-03 +[2025-03-24 22:41:19,244 INFO hook.py line 566 2330458] Train: [39/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:40 loss: 0.7288 Lr: 2.13651e-03 +[2025-03-24 22:41:19,244 INFO misc.py line 135 2330458] Train result: loss: 0.6917 +[2025-03-24 22:41:19,313 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:41:29,628 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.6278 +[2025-03-24 22:41:29,679 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3802 +[2025-03-24 22:41:29,838 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3258 +[2025-03-24 22:41:29,882 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2172 +[2025-03-24 22:41:29,915 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.5085 +[2025-03-24 22:41:30,275 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8737 +[2025-03-24 22:41:30,326 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.9678 +[2025-03-24 22:41:30,489 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7671 +[2025-03-24 22:41:30,615 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4297 +[2025-03-24 22:41:30,671 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.9768 +[2025-03-24 22:41:30,711 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6503 +[2025-03-24 22:41:30,740 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.3602 +[2025-03-24 22:41:30,785 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3787 +[2025-03-24 22:41:30,820 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.3230 +[2025-03-24 22:41:30,862 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8110 +[2025-03-24 22:41:30,904 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.4617 +[2025-03-24 22:41:30,939 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8422 +[2025-03-24 22:41:30,968 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.9017 +[2025-03-24 22:41:31,007 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7515 +[2025-03-24 22:41:31,042 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8588 +[2025-03-24 22:41:31,074 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.8381 +[2025-03-24 22:41:31,110 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8232 +[2025-03-24 22:41:31,137 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6599 +[2025-03-24 22:41:31,177 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9375 +[2025-03-24 22:41:31,215 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0535 +[2025-03-24 22:41:31,254 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9172 +[2025-03-24 22:41:31,301 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.2573 +[2025-03-24 22:41:31,330 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7001 +[2025-03-24 22:41:31,357 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.1737 +[2025-03-24 22:41:31,408 INFO hook.py line 748 2330458] Test: [30/78] Loss 1.9801 +[2025-03-24 22:41:31,461 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.2513 +[2025-03-24 22:41:31,493 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9547 +[2025-03-24 22:41:31,545 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.8049 +[2025-03-24 22:41:31,580 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.6679 +[2025-03-24 22:41:31,615 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6280 +[2025-03-24 22:41:31,647 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9298 +[2025-03-24 22:41:31,681 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0961 +[2025-03-24 22:41:31,720 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.8084 +[2025-03-24 22:41:31,776 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8708 +[2025-03-24 22:41:31,822 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5082 +[2025-03-24 22:41:31,860 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7435 +[2025-03-24 22:41:31,886 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.7209 +[2025-03-24 22:41:31,917 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3861 +[2025-03-24 22:41:31,968 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3237 +[2025-03-24 22:41:31,999 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2053 +[2025-03-24 22:41:32,044 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4108 +[2025-03-24 22:41:32,080 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.0711 +[2025-03-24 22:41:32,113 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.2948 +[2025-03-24 22:41:32,146 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.5081 +[2025-03-24 22:41:32,181 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1435 +[2025-03-24 22:41:32,210 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.3458 +[2025-03-24 22:41:32,244 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1640 +[2025-03-24 22:41:32,274 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8392 +[2025-03-24 22:41:32,308 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.8941 +[2025-03-24 22:41:32,342 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3984 +[2025-03-24 22:41:32,378 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.8425 +[2025-03-24 22:41:32,407 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.5205 +[2025-03-24 22:41:32,429 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4914 +[2025-03-24 22:41:32,464 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.7647 +[2025-03-24 22:41:32,492 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5619 +[2025-03-24 22:41:32,514 INFO hook.py line 748 2330458] Test: [61/78] Loss 1.8164 +[2025-03-24 22:41:32,542 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3175 +[2025-03-24 22:41:32,574 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.3835 +[2025-03-24 22:41:32,625 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6131 +[2025-03-24 22:41:32,649 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.0569 +[2025-03-24 22:41:32,685 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2573 +[2025-03-24 22:41:32,720 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.4857 +[2025-03-24 22:41:32,748 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.0842 +[2025-03-24 22:41:32,774 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2951 +[2025-03-24 22:41:32,827 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.3362 +[2025-03-24 22:41:32,866 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.1190 +[2025-03-24 22:41:32,912 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8367 +[2025-03-24 22:41:32,956 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0705 +[2025-03-24 22:41:32,994 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5978 +[2025-03-24 22:41:33,040 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8935 +[2025-03-24 22:41:33,065 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7261 +[2025-03-24 22:41:33,116 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1888 +[2025-03-24 22:41:33,139 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.7817 +[2025-03-24 22:41:34,135 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:41:34,135 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:41:34,136 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] wall : 0.6368 0.9275 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] floor : 0.8964 0.9847 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] cabinet : 0.1596 0.1837 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] bed : 0.3812 0.6109 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] chair : 0.5785 0.7332 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] sofa : 0.1686 0.1751 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] table : 0.4125 0.6466 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] door : 0.3051 0.4977 +[2025-03-24 22:41:34,136 INFO hook.py line 689 2330458] window : 0.1264 0.1511 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] bookshelf : 0.3477 0.5154 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] picture : 0.1786 0.2185 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] counter : 0.0027 0.0027 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] desk : 0.0482 0.0512 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] curtain : 0.0905 0.0974 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] refridgerator : 0.0814 0.1164 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:41:34,137 INFO hook.py line 689 2330458] otherfurniture : 0.0563 0.0589 +[2025-03-24 22:41:34,138 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:41:34,138 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2235/0.2985/0.7119. +[2025-03-24 22:41:34,139 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:41:34,151 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2235 +[2025-03-24 22:41:34,151 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2235 +[2025-03-24 22:41:34,151 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:41:36,305 INFO hook.py line 566 2330458] Train: [40/100][1/4] Data 0.919 (0.919) Batch 1.101 (1.101) Remain 00:04:27 loss: 0.5733 Lr: 2.12526e-03 +[2025-03-24 22:41:36,484 INFO hook.py line 566 2330458] Train: [40/100][2/4] Data 0.002 (0.002) Batch 0.178 (0.178) Remain 00:00:43 loss: 0.3159 Lr: 2.11397e-03 +[2025-03-24 22:41:36,657 INFO hook.py line 566 2330458] Train: [40/100][3/4] Data 0.001 (0.001) Batch 0.173 (0.173) Remain 00:00:41 loss: 0.3738 Lr: 2.10263e-03 +[2025-03-24 22:41:36,821 INFO hook.py line 566 2330458] Train: [40/100][4/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:00:39 loss: 0.3123 Lr: 2.09126e-03 +[2025-03-24 22:41:36,822 INFO misc.py line 135 2330458] Train result: loss: 0.3938 +[2025-03-24 22:41:36,882 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:41:46,904 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.4962 +[2025-03-24 22:41:47,268 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.6338 +[2025-03-24 22:41:47,454 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5310 +[2025-03-24 22:41:47,506 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0708 +[2025-03-24 22:41:47,934 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.8105 +[2025-03-24 22:41:47,985 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8672 +[2025-03-24 22:41:48,032 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1860 +[2025-03-24 22:41:48,228 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8755 +[2025-03-24 22:41:48,268 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5676 +[2025-03-24 22:41:48,416 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.8298 +[2025-03-24 22:41:48,457 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.0173 +[2025-03-24 22:41:48,555 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1702 +[2025-03-24 22:41:48,598 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3752 +[2025-03-24 22:41:48,644 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.6545 +[2025-03-24 22:41:48,677 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.0732 +[2025-03-24 22:41:48,724 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7034 +[2025-03-24 22:41:48,759 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.1100 +[2025-03-24 22:41:48,789 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.9463 +[2025-03-24 22:41:48,832 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9818 +[2025-03-24 22:41:48,864 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0976 +[2025-03-24 22:41:48,901 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6870 +[2025-03-24 22:41:48,938 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2239 +[2025-03-24 22:41:48,962 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.8129 +[2025-03-24 22:41:49,002 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9967 +[2025-03-24 22:41:49,044 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.4241 +[2025-03-24 22:41:49,082 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9132 +[2025-03-24 22:41:49,128 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9352 +[2025-03-24 22:41:49,162 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.3509 +[2025-03-24 22:41:49,188 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0210 +[2025-03-24 22:41:49,238 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0121 +[2025-03-24 22:41:49,293 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9738 +[2025-03-24 22:41:49,324 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.7861 +[2025-03-24 22:41:49,374 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7207 +[2025-03-24 22:41:49,411 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8690 +[2025-03-24 22:41:49,446 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6174 +[2025-03-24 22:41:49,478 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9311 +[2025-03-24 22:41:49,512 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3464 +[2025-03-24 22:41:49,544 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7065 +[2025-03-24 22:41:49,600 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8643 +[2025-03-24 22:41:49,643 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.6894 +[2025-03-24 22:41:49,682 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8412 +[2025-03-24 22:41:49,713 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.5430 +[2025-03-24 22:41:49,745 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3546 +[2025-03-24 22:41:49,799 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2608 +[2025-03-24 22:41:49,836 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3034 +[2025-03-24 22:41:49,880 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.2928 +[2025-03-24 22:41:49,915 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.7241 +[2025-03-24 22:41:49,945 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.5010 +[2025-03-24 22:41:49,976 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.7990 +[2025-03-24 22:41:50,008 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2157 +[2025-03-24 22:41:50,039 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.2759 +[2025-03-24 22:41:50,076 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1697 +[2025-03-24 22:41:50,105 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7187 +[2025-03-24 22:41:50,141 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.8247 +[2025-03-24 22:41:50,176 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1727 +[2025-03-24 22:41:50,212 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7101 +[2025-03-24 22:41:50,241 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3698 +[2025-03-24 22:41:50,265 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3831 +[2025-03-24 22:41:50,300 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6433 +[2025-03-24 22:41:50,328 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5919 +[2025-03-24 22:41:50,348 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.4901 +[2025-03-24 22:41:50,380 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3844 +[2025-03-24 22:41:50,412 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7954 +[2025-03-24 22:41:50,463 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5881 +[2025-03-24 22:41:50,487 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.9713 +[2025-03-24 22:41:50,524 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3468 +[2025-03-24 22:41:50,558 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.4637 +[2025-03-24 22:41:50,586 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.4584 +[2025-03-24 22:41:50,612 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2715 +[2025-03-24 22:41:50,665 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1661 +[2025-03-24 22:41:50,704 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.4157 +[2025-03-24 22:41:50,750 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9351 +[2025-03-24 22:41:50,794 INFO hook.py line 748 2330458] Test: [73/78] Loss 1.9201 +[2025-03-24 22:41:50,831 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6129 +[2025-03-24 22:41:50,878 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8775 +[2025-03-24 22:41:50,903 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.9176 +[2025-03-24 22:41:50,954 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2532 +[2025-03-24 22:41:50,977 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8787 +[2025-03-24 22:41:51,986 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:41:51,987 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:41:51,987 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:41:51,987 INFO hook.py line 689 2330458] wall : 0.6105 0.9624 +[2025-03-24 22:41:51,987 INFO hook.py line 689 2330458] floor : 0.9175 0.9805 +[2025-03-24 22:41:51,987 INFO hook.py line 689 2330458] cabinet : 0.2025 0.2550 +[2025-03-24 22:41:51,987 INFO hook.py line 689 2330458] bed : 0.3512 0.6174 +[2025-03-24 22:41:51,987 INFO hook.py line 689 2330458] chair : 0.6265 0.7522 +[2025-03-24 22:41:51,988 INFO hook.py line 689 2330458] sofa : 0.2831 0.3078 +[2025-03-24 22:41:51,988 INFO hook.py line 689 2330458] table : 0.4578 0.6122 +[2025-03-24 22:41:51,988 INFO hook.py line 689 2330458] door : 0.2982 0.3995 +[2025-03-24 22:41:51,988 INFO hook.py line 689 2330458] window : 0.0684 0.0724 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] bookshelf : 0.2061 0.2258 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] picture : 0.1550 0.1825 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] counter : 0.0244 0.0265 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] desk : 0.0931 0.1091 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] curtain : 0.1210 0.1325 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] refridgerator : 0.1122 0.2208 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:41:51,989 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:41:51,990 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:41:51,990 INFO hook.py line 689 2330458] otherfurniture : 0.0363 0.0367 +[2025-03-24 22:41:51,990 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:41:51,990 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2282/0.2947/0.7135. +[2025-03-24 22:41:51,991 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:41:52,000 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2282 +[2025-03-24 22:41:52,000 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2282 +[2025-03-24 22:41:52,000 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:41:54,171 INFO hook.py line 566 2330458] Train: [41/100][1/4] Data 0.931 (0.931) Batch 1.135 (1.135) Remain 00:04:31 loss: 0.5506 Lr: 2.07984e-03 +[2025-03-24 22:41:54,382 INFO hook.py line 566 2330458] Train: [41/100][2/4] Data 0.015 (0.015) Batch 0.211 (0.211) Remain 00:00:50 loss: 0.6110 Lr: 2.06838e-03 +[2025-03-24 22:41:54,556 INFO hook.py line 566 2330458] Train: [41/100][3/4] Data 0.001 (0.001) Batch 0.174 (0.174) Remain 00:00:41 loss: 0.3313 Lr: 2.05689e-03 +[2025-03-24 22:41:54,715 INFO hook.py line 566 2330458] Train: [41/100][4/4] Data 0.001 (0.001) Batch 0.159 (0.159) Remain 00:00:37 loss: 0.2127 Lr: 2.04536e-03 +[2025-03-24 22:41:54,715 INFO misc.py line 135 2330458] Train result: loss: 0.4264 +[2025-03-24 22:41:54,791 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:42:05,209 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.4695 +[2025-03-24 22:42:05,758 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.6701 +[2025-03-24 22:42:05,787 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5912 +[2025-03-24 22:42:05,831 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9247 +[2025-03-24 22:42:05,864 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.7079 +[2025-03-24 22:42:05,921 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8555 +[2025-03-24 22:42:05,976 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.2388 +[2025-03-24 22:42:06,095 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9404 +[2025-03-24 22:42:06,393 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6732 +[2025-03-24 22:42:06,422 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.7117 +[2025-03-24 22:42:06,463 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.9638 +[2025-03-24 22:42:06,493 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0253 +[2025-03-24 22:42:06,537 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2694 +[2025-03-24 22:42:06,571 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.4946 +[2025-03-24 22:42:06,605 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.0451 +[2025-03-24 22:42:06,646 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5333 +[2025-03-24 22:42:06,682 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8571 +[2025-03-24 22:42:06,720 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.0900 +[2025-03-24 22:42:06,762 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6160 +[2025-03-24 22:42:06,792 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.4070 +[2025-03-24 22:42:06,823 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5720 +[2025-03-24 22:42:06,858 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1308 +[2025-03-24 22:42:06,884 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.0256 +[2025-03-24 22:42:06,924 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.1124 +[2025-03-24 22:42:06,962 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8696 +[2025-03-24 22:42:06,999 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9248 +[2025-03-24 22:42:07,046 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6143 +[2025-03-24 22:42:07,081 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.4748 +[2025-03-24 22:42:07,106 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8141 +[2025-03-24 22:42:07,157 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1189 +[2025-03-24 22:42:07,212 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8205 +[2025-03-24 22:42:07,243 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.7034 +[2025-03-24 22:42:07,291 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6430 +[2025-03-24 22:42:07,328 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9698 +[2025-03-24 22:42:07,363 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6846 +[2025-03-24 22:42:07,395 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9137 +[2025-03-24 22:42:07,429 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.5021 +[2025-03-24 22:42:07,458 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6304 +[2025-03-24 22:42:07,514 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0326 +[2025-03-24 22:42:07,555 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4518 +[2025-03-24 22:42:07,596 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8555 +[2025-03-24 22:42:07,631 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.3773 +[2025-03-24 22:42:07,661 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2467 +[2025-03-24 22:42:07,712 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4239 +[2025-03-24 22:42:07,743 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1335 +[2025-03-24 22:42:07,786 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.2809 +[2025-03-24 22:42:07,824 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.2880 +[2025-03-24 22:42:07,857 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.6402 +[2025-03-24 22:42:07,888 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.5712 +[2025-03-24 22:42:07,920 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.4881 +[2025-03-24 22:42:07,948 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.3812 +[2025-03-24 22:42:07,985 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8862 +[2025-03-24 22:42:08,014 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8051 +[2025-03-24 22:42:08,050 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.5907 +[2025-03-24 22:42:08,086 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3009 +[2025-03-24 22:42:08,122 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6877 +[2025-03-24 22:42:08,151 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.5526 +[2025-03-24 22:42:08,174 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3831 +[2025-03-24 22:42:08,209 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5302 +[2025-03-24 22:42:08,237 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5561 +[2025-03-24 22:42:08,258 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.7683 +[2025-03-24 22:42:08,287 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4151 +[2025-03-24 22:42:08,318 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5065 +[2025-03-24 22:42:08,370 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.3713 +[2025-03-24 22:42:08,393 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.8902 +[2025-03-24 22:42:08,430 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.5139 +[2025-03-24 22:42:08,464 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.5194 +[2025-03-24 22:42:08,493 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5303 +[2025-03-24 22:42:08,519 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2767 +[2025-03-24 22:42:08,572 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7941 +[2025-03-24 22:42:08,610 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.8658 +[2025-03-24 22:42:08,657 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9753 +[2025-03-24 22:42:08,701 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0455 +[2025-03-24 22:42:08,738 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.1884 +[2025-03-24 22:42:08,785 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8859 +[2025-03-24 22:42:08,810 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7653 +[2025-03-24 22:42:08,861 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2997 +[2025-03-24 22:42:08,884 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.1095 +[2025-03-24 22:42:09,786 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:42:09,786 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:42:09,786 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] wall : 0.6409 0.9589 +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] floor : 0.9195 0.9760 +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] cabinet : 0.2299 0.3095 +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] bed : 0.3363 0.6778 +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] chair : 0.6107 0.8341 +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] sofa : 0.1477 0.1534 +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] table : 0.4491 0.5872 +[2025-03-24 22:42:09,786 INFO hook.py line 689 2330458] door : 0.2699 0.3329 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] window : 0.0854 0.0931 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] bookshelf : 0.2249 0.2438 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] picture : 0.1731 0.2102 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] counter : 0.1814 0.3419 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] desk : 0.1306 0.1780 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] curtain : 0.0449 0.0463 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] refridgerator : 0.0695 0.1026 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:42:09,787 INFO hook.py line 689 2330458] otherfurniture : 0.0425 0.0434 +[2025-03-24 22:42:09,787 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:42:09,787 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2278/0.3045/0.7170. +[2025-03-24 22:42:09,787 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:42:09,798 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2282 +[2025-03-24 22:42:09,799 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:42:11,428 INFO hook.py line 566 2330458] Train: [42/100][1/4] Data 0.827 (0.827) Batch 0.992 (0.992) Remain 00:03:53 loss: 0.4083 Lr: 2.03379e-03 +[2025-03-24 22:42:11,638 INFO hook.py line 566 2330458] Train: [42/100][2/4] Data 0.016 (0.016) Batch 0.209 (0.209) Remain 00:00:48 loss: 0.3978 Lr: 2.02218e-03 +[2025-03-24 22:42:11,816 INFO hook.py line 566 2330458] Train: [42/100][3/4] Data 0.002 (0.002) Batch 0.178 (0.178) Remain 00:00:41 loss: 0.3590 Lr: 2.01054e-03 +[2025-03-24 22:42:11,975 INFO hook.py line 566 2330458] Train: [42/100][4/4] Data 0.001 (0.001) Batch 0.159 (0.159) Remain 00:00:36 loss: 0.4158 Lr: 1.99886e-03 +[2025-03-24 22:42:11,975 INFO misc.py line 135 2330458] Train result: loss: 0.3952 +[2025-03-24 22:42:12,050 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:42:22,422 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.4681 +[2025-03-24 22:42:22,462 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3821 +[2025-03-24 22:42:23,039 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1727 +[2025-03-24 22:42:23,082 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0490 +[2025-03-24 22:42:23,114 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.4826 +[2025-03-24 22:42:23,169 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8812 +[2025-03-24 22:42:23,216 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.9411 +[2025-03-24 22:42:23,241 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7837 +[2025-03-24 22:42:23,286 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4811 +[2025-03-24 22:42:23,315 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.8822 +[2025-03-24 22:42:23,445 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6091 +[2025-03-24 22:42:23,473 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1202 +[2025-03-24 22:42:23,516 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2498 +[2025-03-24 22:42:23,556 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.9569 +[2025-03-24 22:42:23,599 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8602 +[2025-03-24 22:42:23,641 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.6002 +[2025-03-24 22:42:23,674 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7282 +[2025-03-24 22:42:23,707 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.8028 +[2025-03-24 22:42:23,746 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6285 +[2025-03-24 22:42:23,775 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.6627 +[2025-03-24 22:42:23,807 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6279 +[2025-03-24 22:42:23,843 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1508 +[2025-03-24 22:42:23,869 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7939 +[2025-03-24 22:42:23,909 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9867 +[2025-03-24 22:42:23,949 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5550 +[2025-03-24 22:42:23,986 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.7036 +[2025-03-24 22:42:24,037 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.7696 +[2025-03-24 22:42:24,067 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.0705 +[2025-03-24 22:42:24,095 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9383 +[2025-03-24 22:42:24,145 INFO hook.py line 748 2330458] Test: [30/78] Loss 1.9962 +[2025-03-24 22:42:24,200 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8048 +[2025-03-24 22:42:24,231 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6209 +[2025-03-24 22:42:24,279 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5923 +[2025-03-24 22:42:24,314 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9057 +[2025-03-24 22:42:24,349 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6847 +[2025-03-24 22:42:24,381 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9674 +[2025-03-24 22:42:24,414 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3116 +[2025-03-24 22:42:24,443 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6304 +[2025-03-24 22:42:24,499 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7750 +[2025-03-24 22:42:24,542 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.3021 +[2025-03-24 22:42:24,582 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7408 +[2025-03-24 22:42:24,608 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.5551 +[2025-03-24 22:42:24,640 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2271 +[2025-03-24 22:42:24,694 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3104 +[2025-03-24 22:42:24,722 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3661 +[2025-03-24 22:42:24,766 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.3986 +[2025-03-24 22:42:24,806 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.0379 +[2025-03-24 22:42:24,836 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.1044 +[2025-03-24 22:42:24,869 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.3212 +[2025-03-24 22:42:24,902 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.4321 +[2025-03-24 22:42:24,933 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.6241 +[2025-03-24 22:42:24,965 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0118 +[2025-03-24 22:42:24,993 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7839 +[2025-03-24 22:42:25,026 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6465 +[2025-03-24 22:42:25,063 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1878 +[2025-03-24 22:42:25,100 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5768 +[2025-03-24 22:42:25,129 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2676 +[2025-03-24 22:42:25,151 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4074 +[2025-03-24 22:42:25,186 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5234 +[2025-03-24 22:42:25,214 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5576 +[2025-03-24 22:42:25,235 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.4773 +[2025-03-24 22:42:25,264 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3925 +[2025-03-24 22:42:25,295 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6924 +[2025-03-24 22:42:25,346 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2926 +[2025-03-24 22:42:25,370 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.5899 +[2025-03-24 22:42:25,407 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2936 +[2025-03-24 22:42:25,441 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.0984 +[2025-03-24 22:42:25,470 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2441 +[2025-03-24 22:42:25,495 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3350 +[2025-03-24 22:42:25,549 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.9773 +[2025-03-24 22:42:25,587 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.1372 +[2025-03-24 22:42:25,634 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7567 +[2025-03-24 22:42:25,678 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0639 +[2025-03-24 22:42:25,715 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.2879 +[2025-03-24 22:42:25,763 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8316 +[2025-03-24 22:42:25,787 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5676 +[2025-03-24 22:42:25,838 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2781 +[2025-03-24 22:42:25,862 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8780 +[2025-03-24 22:42:26,861 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:42:26,861 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:42:26,861 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] wall : 0.6490 0.9569 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] floor : 0.9165 0.9809 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] cabinet : 0.1677 0.1943 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] bed : 0.4221 0.6542 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] chair : 0.5693 0.7605 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] sofa : 0.3288 0.4028 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] table : 0.4642 0.6871 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] door : 0.2923 0.3762 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] window : 0.1415 0.1649 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] bookshelf : 0.3311 0.3786 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] picture : 0.1557 0.1790 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] counter : 0.2524 0.3781 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] desk : 0.0963 0.1101 +[2025-03-24 22:42:26,861 INFO hook.py line 689 2330458] curtain : 0.1218 0.1328 +[2025-03-24 22:42:26,862 INFO hook.py line 689 2330458] refridgerator : 0.0961 0.1945 +[2025-03-24 22:42:26,862 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:42:26,862 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:42:26,862 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:42:26,862 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:42:26,862 INFO hook.py line 689 2330458] otherfurniture : 0.0644 0.0679 +[2025-03-24 22:42:26,862 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:42:26,862 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2535/0.3309/0.7263. +[2025-03-24 22:42:26,863 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:42:26,875 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2535 +[2025-03-24 22:42:26,875 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:42:26,875 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:42:29,157 INFO hook.py line 566 2330458] Train: [43/100][1/4] Data 1.066 (1.066) Batch 1.255 (1.255) Remain 00:04:49 loss: 0.5718 Lr: 1.98715e-03 +[2025-03-24 22:42:29,395 INFO hook.py line 566 2330458] Train: [43/100][2/4] Data 0.002 (0.002) Batch 0.238 (0.238) Remain 00:00:54 loss: 0.3352 Lr: 1.97541e-03 +[2025-03-24 22:42:29,572 INFO hook.py line 566 2330458] Train: [43/100][3/4] Data 0.002 (0.002) Batch 0.177 (0.177) Remain 00:00:40 loss: 0.3551 Lr: 1.96363e-03 +[2025-03-24 22:42:29,734 INFO hook.py line 566 2330458] Train: [43/100][4/4] Data 0.001 (0.001) Batch 0.162 (0.162) Remain 00:00:37 loss: 0.4592 Lr: 1.95182e-03 +[2025-03-24 22:42:29,735 INFO misc.py line 135 2330458] Train result: loss: 0.4303 +[2025-03-24 22:42:29,808 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:42:40,817 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5901 +[2025-03-24 22:42:40,856 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4506 +[2025-03-24 22:42:40,891 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3481 +[2025-03-24 22:42:40,937 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1698 +[2025-03-24 22:42:40,983 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.8438 +[2025-03-24 22:42:41,035 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6548 +[2025-03-24 22:42:41,083 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.2282 +[2025-03-24 22:42:41,116 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8061 +[2025-03-24 22:42:41,160 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4011 +[2025-03-24 22:42:41,189 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.7515 +[2025-03-24 22:42:41,230 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.7497 +[2025-03-24 22:42:41,261 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0250 +[2025-03-24 22:42:41,309 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.5489 +[2025-03-24 22:42:41,342 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.0348 +[2025-03-24 22:42:41,379 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8760 +[2025-03-24 22:42:41,422 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6280 +[2025-03-24 22:42:41,464 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.6552 +[2025-03-24 22:42:41,494 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.9693 +[2025-03-24 22:42:41,537 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.5963 +[2025-03-24 22:42:41,566 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.5889 +[2025-03-24 22:42:41,598 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5463 +[2025-03-24 22:42:41,635 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1504 +[2025-03-24 22:42:41,662 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5021 +[2025-03-24 22:42:41,702 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9077 +[2025-03-24 22:42:41,742 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0982 +[2025-03-24 22:42:41,778 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9652 +[2025-03-24 22:42:41,825 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5287 +[2025-03-24 22:42:41,855 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.2409 +[2025-03-24 22:42:41,883 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8627 +[2025-03-24 22:42:41,932 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1523 +[2025-03-24 22:42:41,988 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6278 +[2025-03-24 22:42:42,019 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.2171 +[2025-03-24 22:42:42,066 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6016 +[2025-03-24 22:42:42,101 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9653 +[2025-03-24 22:42:42,139 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7646 +[2025-03-24 22:42:42,171 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9326 +[2025-03-24 22:42:42,208 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3258 +[2025-03-24 22:42:42,234 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6682 +[2025-03-24 22:42:42,290 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8677 +[2025-03-24 22:42:42,333 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5281 +[2025-03-24 22:42:42,372 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6965 +[2025-03-24 22:42:42,397 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.7057 +[2025-03-24 22:42:42,429 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3671 +[2025-03-24 22:42:42,481 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3315 +[2025-03-24 22:42:42,510 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.6276 +[2025-03-24 22:42:42,552 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.2480 +[2025-03-24 22:42:42,589 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.4117 +[2025-03-24 22:42:42,619 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.3460 +[2025-03-24 22:42:42,652 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.3575 +[2025-03-24 22:42:42,685 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.4142 +[2025-03-24 22:42:42,713 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7212 +[2025-03-24 22:42:42,748 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0268 +[2025-03-24 22:42:42,777 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8061 +[2025-03-24 22:42:42,812 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6806 +[2025-03-24 22:42:42,846 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1767 +[2025-03-24 22:42:42,883 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5862 +[2025-03-24 22:42:42,911 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3770 +[2025-03-24 22:42:42,934 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5488 +[2025-03-24 22:42:42,969 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5193 +[2025-03-24 22:42:42,998 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5731 +[2025-03-24 22:42:43,018 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.6243 +[2025-03-24 22:42:43,048 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3749 +[2025-03-24 22:42:43,081 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5577 +[2025-03-24 22:42:43,133 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.4178 +[2025-03-24 22:42:43,158 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.1360 +[2025-03-24 22:42:43,195 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2054 +[2025-03-24 22:42:43,230 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.4362 +[2025-03-24 22:42:43,259 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2135 +[2025-03-24 22:42:43,285 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3406 +[2025-03-24 22:42:43,338 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1235 +[2025-03-24 22:42:43,377 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.3219 +[2025-03-24 22:42:43,424 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8064 +[2025-03-24 22:42:43,470 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2981 +[2025-03-24 22:42:43,507 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.2906 +[2025-03-24 22:42:43,553 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7320 +[2025-03-24 22:42:43,578 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.8964 +[2025-03-24 22:42:43,630 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2023 +[2025-03-24 22:42:43,653 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8984 +[2025-03-24 22:42:44,676 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:42:44,676 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:42:44,676 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] wall : 0.6365 0.9568 +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] floor : 0.9179 0.9823 +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] cabinet : 0.1576 0.1721 +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] bed : 0.4177 0.6209 +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] chair : 0.5632 0.8343 +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] sofa : 0.2616 0.2910 +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] table : 0.4624 0.6807 +[2025-03-24 22:42:44,676 INFO hook.py line 689 2330458] door : 0.2959 0.3896 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] window : 0.0364 0.0370 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] bookshelf : 0.2896 0.3223 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] picture : 0.2133 0.2886 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] counter : 0.1906 0.2207 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] desk : 0.0874 0.1044 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] curtain : 0.1418 0.1593 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] refridgerator : 0.1505 0.2007 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:42:44,677 INFO hook.py line 689 2330458] otherfurniture : 0.0356 0.0369 +[2025-03-24 22:42:44,677 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:42:44,677 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2429/0.3149/0.7217. +[2025-03-24 22:42:44,677 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:42:44,693 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:42:44,693 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:42:46,410 INFO hook.py line 566 2330458] Train: [44/100][1/4] Data 0.924 (0.924) Batch 1.100 (1.100) Remain 00:04:09 loss: 0.2944 Lr: 1.93998e-03 +[2025-03-24 22:42:46,684 INFO hook.py line 566 2330458] Train: [44/100][2/4] Data 0.094 (0.094) Batch 0.274 (0.274) Remain 00:01:01 loss: 0.3751 Lr: 1.92811e-03 +[2025-03-24 22:42:46,854 INFO hook.py line 566 2330458] Train: [44/100][3/4] Data 0.002 (0.002) Batch 0.170 (0.170) Remain 00:00:38 loss: 0.3479 Lr: 1.91621e-03 +[2025-03-24 22:42:47,017 INFO hook.py line 566 2330458] Train: [44/100][4/4] Data 0.002 (0.002) Batch 0.163 (0.163) Remain 00:00:36 loss: 0.4539 Lr: 1.90429e-03 +[2025-03-24 22:42:47,018 INFO misc.py line 135 2330458] Train result: loss: 0.3679 +[2025-03-24 22:42:47,096 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:42:57,600 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.4439 +[2025-03-24 22:42:57,640 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3035 +[2025-03-24 22:42:57,824 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.7393 +[2025-03-24 22:42:57,936 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1619 +[2025-03-24 22:42:57,980 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.1272 +[2025-03-24 22:42:58,173 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.5814 +[2025-03-24 22:42:58,220 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.2204 +[2025-03-24 22:42:58,252 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0412 +[2025-03-24 22:42:58,293 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5623 +[2025-03-24 22:42:58,322 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.5560 +[2025-03-24 22:42:58,370 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.8917 +[2025-03-24 22:42:58,399 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1045 +[2025-03-24 22:42:58,445 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2157 +[2025-03-24 22:42:58,479 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.0485 +[2025-03-24 22:42:58,513 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8677 +[2025-03-24 22:42:58,559 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.8861 +[2025-03-24 22:42:58,594 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7203 +[2025-03-24 22:42:58,627 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6417 +[2025-03-24 22:42:58,671 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8009 +[2025-03-24 22:42:58,700 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8124 +[2025-03-24 22:42:58,732 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6655 +[2025-03-24 22:42:58,768 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3437 +[2025-03-24 22:42:58,795 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6843 +[2025-03-24 22:42:58,837 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0226 +[2025-03-24 22:42:58,875 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.3316 +[2025-03-24 22:42:58,911 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0669 +[2025-03-24 22:42:58,957 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9546 +[2025-03-24 22:42:58,986 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.1750 +[2025-03-24 22:42:59,011 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8557 +[2025-03-24 22:42:59,060 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.3604 +[2025-03-24 22:42:59,115 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.7321 +[2025-03-24 22:42:59,146 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.2765 +[2025-03-24 22:42:59,194 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7269 +[2025-03-24 22:42:59,231 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.1551 +[2025-03-24 22:42:59,269 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7770 +[2025-03-24 22:42:59,309 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.8501 +[2025-03-24 22:42:59,341 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.4867 +[2025-03-24 22:42:59,368 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.9433 +[2025-03-24 22:42:59,424 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8608 +[2025-03-24 22:42:59,469 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.6114 +[2025-03-24 22:42:59,511 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7675 +[2025-03-24 22:42:59,540 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.5933 +[2025-03-24 22:42:59,571 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2307 +[2025-03-24 22:42:59,625 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3981 +[2025-03-24 22:42:59,662 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.8303 +[2025-03-24 22:42:59,706 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.3836 +[2025-03-24 22:42:59,741 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.8277 +[2025-03-24 22:42:59,777 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.3355 +[2025-03-24 22:42:59,817 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.4522 +[2025-03-24 22:42:59,853 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7033 +[2025-03-24 22:42:59,884 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.6473 +[2025-03-24 22:42:59,919 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0894 +[2025-03-24 22:42:59,953 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8140 +[2025-03-24 22:42:59,988 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6587 +[2025-03-24 22:43:00,027 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2428 +[2025-03-24 22:43:00,062 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5962 +[2025-03-24 22:43:00,091 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4598 +[2025-03-24 22:43:00,114 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.7203 +[2025-03-24 22:43:00,148 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5847 +[2025-03-24 22:43:00,177 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6203 +[2025-03-24 22:43:00,198 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.4835 +[2025-03-24 22:43:00,226 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4474 +[2025-03-24 22:43:00,258 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6969 +[2025-03-24 22:43:00,310 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.4412 +[2025-03-24 22:43:00,333 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.6981 +[2025-03-24 22:43:00,370 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3649 +[2025-03-24 22:43:00,404 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.5851 +[2025-03-24 22:43:00,433 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.6442 +[2025-03-24 22:43:00,458 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3167 +[2025-03-24 22:43:00,512 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0905 +[2025-03-24 22:43:00,550 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.2937 +[2025-03-24 22:43:00,596 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9753 +[2025-03-24 22:43:00,640 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2835 +[2025-03-24 22:43:00,679 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3957 +[2025-03-24 22:43:00,725 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7808 +[2025-03-24 22:43:00,750 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.8424 +[2025-03-24 22:43:00,801 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1873 +[2025-03-24 22:43:00,824 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9370 +[2025-03-24 22:43:01,841 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:43:01,841 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:43:01,841 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:43:01,841 INFO hook.py line 689 2330458] wall : 0.6433 0.9652 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] floor : 0.9133 0.9849 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] cabinet : 0.2258 0.2933 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] bed : 0.3437 0.6954 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] chair : 0.6052 0.7999 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] sofa : 0.2031 0.2196 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] table : 0.4604 0.6233 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] door : 0.2301 0.2630 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] window : 0.0532 0.0544 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] bookshelf : 0.2865 0.3231 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] picture : 0.1853 0.2313 +[2025-03-24 22:43:01,842 INFO hook.py line 689 2330458] counter : 0.1916 0.2257 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] desk : 0.0824 0.0921 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] curtain : 0.2044 0.2487 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] refridgerator : 0.1453 0.2607 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:43:01,843 INFO hook.py line 689 2330458] otherfurniture : 0.0328 0.0343 +[2025-03-24 22:43:01,843 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:43:01,843 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2403/0.3157/0.7211. +[2025-03-24 22:43:01,844 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:43:01,857 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:43:01,857 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:43:03,482 INFO hook.py line 566 2330458] Train: [45/100][1/4] Data 0.806 (0.806) Batch 0.986 (0.986) Remain 00:03:39 loss: 0.3848 Lr: 1.89233e-03 +[2025-03-24 22:43:03,707 INFO hook.py line 566 2330458] Train: [45/100][2/4] Data 0.039 (0.039) Batch 0.225 (0.225) Remain 00:00:50 loss: 0.3152 Lr: 1.88035e-03 +[2025-03-24 22:43:03,867 INFO hook.py line 566 2330458] Train: [45/100][3/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:35 loss: 0.2959 Lr: 1.86834e-03 +[2025-03-24 22:43:04,036 INFO hook.py line 566 2330458] Train: [45/100][4/4] Data 0.002 (0.002) Batch 0.169 (0.169) Remain 00:00:37 loss: 0.3306 Lr: 1.85631e-03 +[2025-03-24 22:43:04,037 INFO misc.py line 135 2330458] Train result: loss: 0.3316 +[2025-03-24 22:43:04,110 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:43:14,559 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5592 +[2025-03-24 22:43:14,600 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5350 +[2025-03-24 22:43:15,183 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.8963 +[2025-03-24 22:43:15,227 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1109 +[2025-03-24 22:43:15,266 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.0815 +[2025-03-24 22:43:15,331 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7993 +[2025-03-24 22:43:15,377 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.2342 +[2025-03-24 22:43:15,402 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.2163 +[2025-03-24 22:43:15,444 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6440 +[2025-03-24 22:43:15,479 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.7190 +[2025-03-24 22:43:15,523 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.0884 +[2025-03-24 22:43:15,553 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2053 +[2025-03-24 22:43:15,597 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3639 +[2025-03-24 22:43:15,631 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.2953 +[2025-03-24 22:43:15,664 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.0827 +[2025-03-24 22:43:15,706 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.2345 +[2025-03-24 22:43:15,741 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.0057 +[2025-03-24 22:43:15,771 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.7227 +[2025-03-24 22:43:15,813 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9689 +[2025-03-24 22:43:15,855 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.9963 +[2025-03-24 22:43:15,886 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6077 +[2025-03-24 22:43:15,923 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.4598 +[2025-03-24 22:43:15,947 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.0044 +[2025-03-24 22:43:15,987 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0830 +[2025-03-24 22:43:16,024 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.2071 +[2025-03-24 22:43:16,060 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1283 +[2025-03-24 22:43:16,108 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9769 +[2025-03-24 22:43:16,145 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.3531 +[2025-03-24 22:43:16,178 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8883 +[2025-03-24 22:43:16,225 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.3274 +[2025-03-24 22:43:16,280 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8042 +[2025-03-24 22:43:16,312 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6225 +[2025-03-24 22:43:16,359 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7253 +[2025-03-24 22:43:16,394 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.1999 +[2025-03-24 22:43:16,431 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.8085 +[2025-03-24 22:43:16,463 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9162 +[2025-03-24 22:43:16,498 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3997 +[2025-03-24 22:43:16,527 INFO hook.py line 748 2330458] Test: [38/78] Loss 1.0642 +[2025-03-24 22:43:16,584 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.1095 +[2025-03-24 22:43:16,627 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7010 +[2025-03-24 22:43:16,669 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9510 +[2025-03-24 22:43:16,694 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.3042 +[2025-03-24 22:43:16,725 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3807 +[2025-03-24 22:43:16,779 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.6036 +[2025-03-24 22:43:16,809 INFO hook.py line 748 2330458] Test: [45/78] Loss 4.0272 +[2025-03-24 22:43:16,851 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.2635 +[2025-03-24 22:43:16,888 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.7282 +[2025-03-24 22:43:16,920 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.4033 +[2025-03-24 22:43:16,953 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.6140 +[2025-03-24 22:43:16,988 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7933 +[2025-03-24 22:43:17,018 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.0319 +[2025-03-24 22:43:17,057 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1228 +[2025-03-24 22:43:17,089 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8475 +[2025-03-24 22:43:17,126 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6462 +[2025-03-24 22:43:17,162 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.4553 +[2025-03-24 22:43:17,198 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6469 +[2025-03-24 22:43:17,227 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.5423 +[2025-03-24 22:43:17,250 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.7317 +[2025-03-24 22:43:17,285 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6835 +[2025-03-24 22:43:17,314 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6286 +[2025-03-24 22:43:17,334 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.6342 +[2025-03-24 22:43:17,364 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4630 +[2025-03-24 22:43:17,396 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.0087 +[2025-03-24 22:43:17,447 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6507 +[2025-03-24 22:43:17,471 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.7016 +[2025-03-24 22:43:17,508 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.4277 +[2025-03-24 22:43:17,543 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.7080 +[2025-03-24 22:43:17,571 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.6844 +[2025-03-24 22:43:17,597 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2848 +[2025-03-24 22:43:17,650 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.2756 +[2025-03-24 22:43:17,688 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.7660 +[2025-03-24 22:43:17,736 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.0280 +[2025-03-24 22:43:17,781 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1927 +[2025-03-24 22:43:17,818 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4112 +[2025-03-24 22:43:17,865 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8751 +[2025-03-24 22:43:17,890 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7995 +[2025-03-24 22:43:17,941 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2669 +[2025-03-24 22:43:17,965 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.2376 +[2025-03-24 22:43:19,015 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:43:19,016 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:43:19,016 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:43:19,016 INFO hook.py line 689 2330458] wall : 0.6282 0.9716 +[2025-03-24 22:43:19,016 INFO hook.py line 689 2330458] floor : 0.9072 0.9852 +[2025-03-24 22:43:19,016 INFO hook.py line 689 2330458] cabinet : 0.1931 0.2217 +[2025-03-24 22:43:19,016 INFO hook.py line 689 2330458] bed : 0.3060 0.6939 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] chair : 0.6046 0.7988 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] sofa : 0.1818 0.2031 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] table : 0.4126 0.5000 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] door : 0.2247 0.2480 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] window : 0.0660 0.0690 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] bookshelf : 0.2692 0.2986 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] picture : 0.1960 0.2458 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] counter : 0.2567 0.3749 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] desk : 0.1141 0.1332 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] curtain : 0.1604 0.1826 +[2025-03-24 22:43:19,017 INFO hook.py line 689 2330458] refridgerator : 0.1323 0.1852 +[2025-03-24 22:43:19,018 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:43:19,018 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:43:19,018 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:43:19,018 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:43:19,018 INFO hook.py line 689 2330458] otherfurniture : 0.0266 0.0269 +[2025-03-24 22:43:19,018 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:43:19,019 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2340/0.3069/0.7137. +[2025-03-24 22:43:19,019 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:43:19,034 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:43:19,034 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:43:20,867 INFO hook.py line 566 2330458] Train: [46/100][1/4] Data 0.990 (0.990) Batch 1.177 (1.177) Remain 00:04:17 loss: 0.4612 Lr: 1.84425e-03 +[2025-03-24 22:43:21,073 INFO hook.py line 566 2330458] Train: [46/100][2/4] Data 0.002 (0.002) Batch 0.207 (0.207) Remain 00:00:45 loss: 0.5856 Lr: 1.83217e-03 +[2025-03-24 22:43:21,247 INFO hook.py line 566 2330458] Train: [46/100][3/4] Data 0.002 (0.002) Batch 0.174 (0.174) Remain 00:00:37 loss: 0.4244 Lr: 1.82007e-03 +[2025-03-24 22:43:21,401 INFO hook.py line 566 2330458] Train: [46/100][4/4] Data 0.001 (0.001) Batch 0.154 (0.154) Remain 00:00:33 loss: 0.4406 Lr: 1.80794e-03 +[2025-03-24 22:43:21,401 INFO misc.py line 135 2330458] Train result: loss: 0.4779 +[2025-03-24 22:43:21,471 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:43:32,103 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5094 +[2025-03-24 22:43:32,185 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.6211 +[2025-03-24 22:43:32,222 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5948 +[2025-03-24 22:43:32,329 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1120 +[2025-03-24 22:43:32,360 INFO hook.py line 748 2330458] Test: [5/78] Loss 2.1132 +[2025-03-24 22:43:32,446 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.9021 +[2025-03-24 22:43:32,627 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.4084 +[2025-03-24 22:43:32,656 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.2232 +[2025-03-24 22:43:32,699 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6446 +[2025-03-24 22:43:32,733 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.8405 +[2025-03-24 22:43:32,775 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.9156 +[2025-03-24 22:43:32,804 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.3436 +[2025-03-24 22:43:32,848 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.5907 +[2025-03-24 22:43:32,889 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.2958 +[2025-03-24 22:43:32,923 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.0728 +[2025-03-24 22:43:32,965 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.1711 +[2025-03-24 22:43:33,000 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.1330 +[2025-03-24 22:43:33,030 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.9451 +[2025-03-24 22:43:33,072 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9080 +[2025-03-24 22:43:33,102 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.1106 +[2025-03-24 22:43:33,135 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.7337 +[2025-03-24 22:43:33,171 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.6569 +[2025-03-24 22:43:33,196 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.2232 +[2025-03-24 22:43:33,236 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.1435 +[2025-03-24 22:43:33,275 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.3767 +[2025-03-24 22:43:33,323 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.2035 +[2025-03-24 22:43:33,372 INFO hook.py line 748 2330458] Test: [27/78] Loss 3.4896 +[2025-03-24 22:43:33,401 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.3170 +[2025-03-24 22:43:33,428 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.1161 +[2025-03-24 22:43:33,479 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1813 +[2025-03-24 22:43:33,536 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.1940 +[2025-03-24 22:43:33,567 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6238 +[2025-03-24 22:43:33,619 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7356 +[2025-03-24 22:43:33,661 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.0901 +[2025-03-24 22:43:33,695 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7739 +[2025-03-24 22:43:33,727 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9809 +[2025-03-24 22:43:33,761 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2463 +[2025-03-24 22:43:33,798 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7930 +[2025-03-24 22:43:33,853 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.1108 +[2025-03-24 22:43:33,895 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7158 +[2025-03-24 22:43:33,934 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.9926 +[2025-03-24 22:43:33,959 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.5198 +[2025-03-24 22:43:33,991 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2552 +[2025-03-24 22:43:34,044 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4738 +[2025-03-24 22:43:34,074 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.8508 +[2025-03-24 22:43:34,115 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.3655 +[2025-03-24 22:43:34,152 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.4473 +[2025-03-24 22:43:34,183 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.5206 +[2025-03-24 22:43:34,213 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.5574 +[2025-03-24 22:43:34,257 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.6743 +[2025-03-24 22:43:34,290 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.0461 +[2025-03-24 22:43:34,322 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.3436 +[2025-03-24 22:43:34,350 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8428 +[2025-03-24 22:43:34,385 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7690 +[2025-03-24 22:43:34,420 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.4671 +[2025-03-24 22:43:34,456 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7997 +[2025-03-24 22:43:34,484 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.6404 +[2025-03-24 22:43:34,507 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5292 +[2025-03-24 22:43:34,542 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.7037 +[2025-03-24 22:43:34,570 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.7879 +[2025-03-24 22:43:34,590 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.5921 +[2025-03-24 22:43:34,620 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4780 +[2025-03-24 22:43:34,652 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.9789 +[2025-03-24 22:43:34,703 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6795 +[2025-03-24 22:43:34,727 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.7948 +[2025-03-24 22:43:34,764 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.6136 +[2025-03-24 22:43:34,798 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.7076 +[2025-03-24 22:43:34,828 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.6459 +[2025-03-24 22:43:34,854 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2981 +[2025-03-24 22:43:34,907 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.2882 +[2025-03-24 22:43:34,945 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.8464 +[2025-03-24 22:43:34,992 INFO hook.py line 748 2330458] Test: [72/78] Loss 1.0147 +[2025-03-24 22:43:35,036 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2221 +[2025-03-24 22:43:35,073 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4869 +[2025-03-24 22:43:35,120 INFO hook.py line 748 2330458] Test: [75/78] Loss 1.0920 +[2025-03-24 22:43:35,145 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7570 +[2025-03-24 22:43:35,197 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.2603 +[2025-03-24 22:43:35,220 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0788 +[2025-03-24 22:43:36,230 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:43:36,230 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:43:36,230 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:43:36,230 INFO hook.py line 689 2330458] wall : 0.6125 0.9659 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] floor : 0.8811 0.9907 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] cabinet : 0.1770 0.2014 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] bed : 0.3261 0.6370 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] chair : 0.5816 0.7045 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] sofa : 0.0814 0.0848 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] table : 0.3926 0.5411 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] door : 0.2299 0.2743 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] window : 0.0473 0.0503 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] bookshelf : 0.3187 0.3959 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] picture : 0.1273 0.1384 +[2025-03-24 22:43:36,231 INFO hook.py line 689 2330458] counter : 0.2078 0.2407 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] desk : 0.0930 0.1181 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] curtain : 0.0522 0.0538 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] refridgerator : 0.1358 0.1702 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:43:36,232 INFO hook.py line 689 2330458] otherfurniture : 0.0266 0.0268 +[2025-03-24 22:43:36,232 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:43:36,232 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2145/0.2797/0.7018. +[2025-03-24 22:43:36,234 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:43:36,247 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:43:36,248 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:43:38,138 INFO hook.py line 566 2330458] Train: [47/100][1/4] Data 1.061 (1.061) Batch 1.254 (1.254) Remain 00:04:29 loss: 0.5368 Lr: 1.79580e-03 +[2025-03-24 22:43:38,349 INFO hook.py line 566 2330458] Train: [47/100][2/4] Data 0.002 (0.002) Batch 0.212 (0.212) Remain 00:00:45 loss: 0.6187 Lr: 1.78363e-03 +[2025-03-24 22:43:38,506 INFO hook.py line 566 2330458] Train: [47/100][3/4] Data 0.001 (0.001) Batch 0.157 (0.157) Remain 00:00:33 loss: 0.3298 Lr: 1.77144e-03 +[2025-03-24 22:43:38,664 INFO hook.py line 566 2330458] Train: [47/100][4/4] Data 0.001 (0.001) Batch 0.158 (0.158) Remain 00:00:33 loss: 0.3932 Lr: 1.75924e-03 +[2025-03-24 22:43:38,665 INFO misc.py line 135 2330458] Train result: loss: 0.4696 +[2025-03-24 22:43:38,726 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:43:48,946 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2631 +[2025-03-24 22:43:49,184 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4601 +[2025-03-24 22:43:49,230 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4107 +[2025-03-24 22:43:50,003 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1492 +[2025-03-24 22:43:50,043 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.8021 +[2025-03-24 22:43:50,094 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8252 +[2025-03-24 22:43:50,141 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1820 +[2025-03-24 22:43:50,166 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.1707 +[2025-03-24 22:43:50,209 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6737 +[2025-03-24 22:43:50,238 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.8202 +[2025-03-24 22:43:50,279 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6876 +[2025-03-24 22:43:50,311 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2848 +[2025-03-24 22:43:50,358 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.8335 +[2025-03-24 22:43:50,392 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.0330 +[2025-03-24 22:43:50,426 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8575 +[2025-03-24 22:43:50,469 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.1890 +[2025-03-24 22:43:50,504 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9191 +[2025-03-24 22:43:50,532 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.7638 +[2025-03-24 22:43:50,581 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8100 +[2025-03-24 22:43:50,611 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0169 +[2025-03-24 22:43:50,642 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.7033 +[2025-03-24 22:43:50,677 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.4338 +[2025-03-24 22:43:50,704 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.9463 +[2025-03-24 22:43:50,746 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0725 +[2025-03-24 22:43:50,785 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.1447 +[2025-03-24 22:43:50,822 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1265 +[2025-03-24 22:43:50,871 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9217 +[2025-03-24 22:43:50,901 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.2425 +[2025-03-24 22:43:50,927 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0192 +[2025-03-24 22:43:50,979 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1475 +[2025-03-24 22:43:51,034 INFO hook.py line 748 2330458] Test: [31/78] Loss 2.1581 +[2025-03-24 22:43:51,064 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.4381 +[2025-03-24 22:43:51,111 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6724 +[2025-03-24 22:43:51,151 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8926 +[2025-03-24 22:43:51,185 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6597 +[2025-03-24 22:43:51,218 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9494 +[2025-03-24 22:43:51,253 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1584 +[2025-03-24 22:43:51,282 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7902 +[2025-03-24 22:43:51,339 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8629 +[2025-03-24 22:43:51,380 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.6334 +[2025-03-24 22:43:51,419 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7893 +[2025-03-24 22:43:51,445 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.4948 +[2025-03-24 22:43:51,477 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.0932 +[2025-03-24 22:43:51,531 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4106 +[2025-03-24 22:43:51,564 INFO hook.py line 748 2330458] Test: [45/78] Loss 4.0525 +[2025-03-24 22:43:51,606 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.2829 +[2025-03-24 22:43:51,640 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.4529 +[2025-03-24 22:43:51,673 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.3576 +[2025-03-24 22:43:51,705 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.3930 +[2025-03-24 22:43:51,739 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.4763 +[2025-03-24 22:43:51,782 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.5336 +[2025-03-24 22:43:51,821 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9807 +[2025-03-24 22:43:51,846 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7474 +[2025-03-24 22:43:51,880 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6106 +[2025-03-24 22:43:51,917 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.3139 +[2025-03-24 22:43:51,952 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.7027 +[2025-03-24 22:43:51,981 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3939 +[2025-03-24 22:43:52,003 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3813 +[2025-03-24 22:43:52,038 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6556 +[2025-03-24 22:43:52,067 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6451 +[2025-03-24 22:43:52,088 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.5878 +[2025-03-24 22:43:52,118 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4009 +[2025-03-24 22:43:52,151 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8737 +[2025-03-24 22:43:52,202 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6352 +[2025-03-24 22:43:52,226 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.6683 +[2025-03-24 22:43:52,264 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.4174 +[2025-03-24 22:43:52,298 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.2415 +[2025-03-24 22:43:52,326 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.4064 +[2025-03-24 22:43:52,352 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2727 +[2025-03-24 22:43:52,405 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1581 +[2025-03-24 22:43:52,443 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.3515 +[2025-03-24 22:43:52,490 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.9512 +[2025-03-24 22:43:52,533 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1358 +[2025-03-24 22:43:52,571 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3778 +[2025-03-24 22:43:52,618 INFO hook.py line 748 2330458] Test: [75/78] Loss 1.0520 +[2025-03-24 22:43:52,642 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6817 +[2025-03-24 22:43:52,693 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1362 +[2025-03-24 22:43:52,716 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9930 +[2025-03-24 22:43:53,696 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:43:53,697 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:43:53,697 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] wall : 0.6292 0.9607 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] floor : 0.8951 0.9894 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] cabinet : 0.1815 0.2101 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] bed : 0.3080 0.6315 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] chair : 0.6020 0.7127 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] sofa : 0.1619 0.1788 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] table : 0.4213 0.5834 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] door : 0.2345 0.2919 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] window : 0.0487 0.0523 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] bookshelf : 0.3350 0.4327 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] picture : 0.1865 0.2239 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] counter : 0.2108 0.2508 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] desk : 0.0501 0.0561 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] curtain : 0.1597 0.1971 +[2025-03-24 22:43:53,697 INFO hook.py line 689 2330458] refridgerator : 0.1022 0.1894 +[2025-03-24 22:43:53,698 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:43:53,698 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:43:53,698 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:43:53,698 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:43:53,698 INFO hook.py line 689 2330458] otherfurniture : 0.0487 0.0502 +[2025-03-24 22:43:53,698 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:43:53,698 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2288/0.3006/0.7095. +[2025-03-24 22:43:53,698 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:43:53,707 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:43:53,708 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:43:55,515 INFO hook.py line 566 2330458] Train: [48/100][1/4] Data 0.998 (0.998) Batch 1.185 (1.185) Remain 00:04:09 loss: 0.4749 Lr: 1.74702e-03 +[2025-03-24 22:43:55,691 INFO hook.py line 566 2330458] Train: [48/100][2/4] Data 0.002 (0.002) Batch 0.177 (0.177) Remain 00:00:37 loss: 0.4917 Lr: 1.73478e-03 +[2025-03-24 22:43:55,871 INFO hook.py line 566 2330458] Train: [48/100][3/4] Data 0.002 (0.002) Batch 0.179 (0.179) Remain 00:00:37 loss: 0.4165 Lr: 1.72252e-03 +[2025-03-24 22:43:56,030 INFO hook.py line 566 2330458] Train: [48/100][4/4] Data 0.001 (0.001) Batch 0.159 (0.159) Remain 00:00:33 loss: 0.1633 Lr: 1.71025e-03 +[2025-03-24 22:43:56,030 INFO misc.py line 135 2330458] Train result: loss: 0.3866 +[2025-03-24 22:43:56,099 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:44:06,958 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.3368 +[2025-03-24 22:44:07,002 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4721 +[2025-03-24 22:44:07,035 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5802 +[2025-03-24 22:44:07,237 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0730 +[2025-03-24 22:44:07,268 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.6145 +[2025-03-24 22:44:07,316 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7078 +[2025-03-24 22:44:07,363 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1890 +[2025-03-24 22:44:07,388 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9783 +[2025-03-24 22:44:07,432 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5588 +[2025-03-24 22:44:07,461 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.0314 +[2025-03-24 22:44:07,502 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.7295 +[2025-03-24 22:44:07,530 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2025 +[2025-03-24 22:44:07,576 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.1515 +[2025-03-24 22:44:07,611 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6082 +[2025-03-24 22:44:07,644 INFO hook.py line 748 2330458] Test: [15/78] Loss 3.0447 +[2025-03-24 22:44:07,686 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7166 +[2025-03-24 22:44:07,721 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7339 +[2025-03-24 22:44:07,750 INFO hook.py line 748 2330458] Test: [18/78] Loss 2.0232 +[2025-03-24 22:44:07,790 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7674 +[2025-03-24 22:44:07,819 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7516 +[2025-03-24 22:44:07,851 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6312 +[2025-03-24 22:44:07,888 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2658 +[2025-03-24 22:44:07,919 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7773 +[2025-03-24 22:44:07,967 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9853 +[2025-03-24 22:44:08,005 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0956 +[2025-03-24 22:44:08,046 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0665 +[2025-03-24 22:44:08,095 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9003 +[2025-03-24 22:44:08,125 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.9299 +[2025-03-24 22:44:08,154 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8725 +[2025-03-24 22:44:08,204 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1937 +[2025-03-24 22:44:08,260 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.7369 +[2025-03-24 22:44:08,296 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.3133 +[2025-03-24 22:44:08,344 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6415 +[2025-03-24 22:44:08,379 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.0801 +[2025-03-24 22:44:08,416 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6783 +[2025-03-24 22:44:08,448 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9769 +[2025-03-24 22:44:08,480 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2649 +[2025-03-24 22:44:08,510 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.5977 +[2025-03-24 22:44:08,566 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8880 +[2025-03-24 22:44:08,611 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.6856 +[2025-03-24 22:44:08,655 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5773 +[2025-03-24 22:44:08,680 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.0989 +[2025-03-24 22:44:08,721 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1941 +[2025-03-24 22:44:08,773 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1829 +[2025-03-24 22:44:08,801 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.8941 +[2025-03-24 22:44:08,842 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.2309 +[2025-03-24 22:44:08,877 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.4286 +[2025-03-24 22:44:08,911 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.1690 +[2025-03-24 22:44:08,943 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.2230 +[2025-03-24 22:44:08,979 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.6277 +[2025-03-24 22:44:09,007 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7501 +[2025-03-24 22:44:09,039 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9822 +[2025-03-24 22:44:09,076 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7039 +[2025-03-24 22:44:09,111 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7764 +[2025-03-24 22:44:09,147 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1103 +[2025-03-24 22:44:09,182 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5328 +[2025-03-24 22:44:09,211 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.0667 +[2025-03-24 22:44:09,234 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4824 +[2025-03-24 22:44:09,268 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5026 +[2025-03-24 22:44:09,297 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4273 +[2025-03-24 22:44:09,317 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.0718 +[2025-03-24 22:44:09,346 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3477 +[2025-03-24 22:44:09,378 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8779 +[2025-03-24 22:44:09,429 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5697 +[2025-03-24 22:44:09,452 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.0276 +[2025-03-24 22:44:09,489 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.0951 +[2025-03-24 22:44:09,524 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9817 +[2025-03-24 22:44:09,552 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.6821 +[2025-03-24 22:44:09,578 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2980 +[2025-03-24 22:44:09,631 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1135 +[2025-03-24 22:44:09,669 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0422 +[2025-03-24 22:44:09,716 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8245 +[2025-03-24 22:44:09,760 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2152 +[2025-03-24 22:44:09,797 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4857 +[2025-03-24 22:44:09,844 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8322 +[2025-03-24 22:44:09,869 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6554 +[2025-03-24 22:44:09,921 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0932 +[2025-03-24 22:44:09,945 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8384 +[2025-03-24 22:44:10,968 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:44:10,968 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:44:10,968 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:44:10,968 INFO hook.py line 689 2330458] wall : 0.6347 0.9688 +[2025-03-24 22:44:10,968 INFO hook.py line 689 2330458] floor : 0.9011 0.9884 +[2025-03-24 22:44:10,968 INFO hook.py line 689 2330458] cabinet : 0.1794 0.2011 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] bed : 0.3782 0.5719 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] chair : 0.6151 0.7820 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] sofa : 0.3790 0.4524 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] table : 0.4537 0.6871 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] door : 0.2371 0.2775 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] window : 0.0706 0.0746 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] bookshelf : 0.3455 0.4341 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] picture : 0.1815 0.2229 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] counter : 0.1920 0.2294 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] desk : 0.0404 0.0468 +[2025-03-24 22:44:10,969 INFO hook.py line 689 2330458] curtain : 0.0865 0.0927 +[2025-03-24 22:44:10,970 INFO hook.py line 689 2330458] refridgerator : 0.0487 0.0568 +[2025-03-24 22:44:10,970 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:44:10,970 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:44:10,970 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:44:10,970 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:44:10,970 INFO hook.py line 689 2330458] otherfurniture : 0.0418 0.0433 +[2025-03-24 22:44:10,970 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:44:10,970 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2393/0.3065/0.7230. +[2025-03-24 22:44:10,971 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:44:10,983 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:44:10,983 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:44:12,845 INFO hook.py line 566 2330458] Train: [49/100][1/4] Data 1.017 (1.017) Batch 1.215 (1.215) Remain 00:04:11 loss: 0.3748 Lr: 1.69797e-03 +[2025-03-24 22:44:13,023 INFO hook.py line 566 2330458] Train: [49/100][2/4] Data 0.002 (0.002) Batch 0.179 (0.179) Remain 00:00:36 loss: 0.3757 Lr: 1.68567e-03 +[2025-03-24 22:44:13,187 INFO hook.py line 566 2330458] Train: [49/100][3/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:33 loss: 0.3789 Lr: 1.67336e-03 +[2025-03-24 22:44:13,347 INFO hook.py line 566 2330458] Train: [49/100][4/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:32 loss: 0.3251 Lr: 1.66104e-03 +[2025-03-24 22:44:13,348 INFO misc.py line 135 2330458] Train result: loss: 0.3636 +[2025-03-24 22:44:13,422 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:44:23,791 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5837 +[2025-03-24 22:44:24,019 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4885 +[2025-03-24 22:44:24,252 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4727 +[2025-03-24 22:44:24,297 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0077 +[2025-03-24 22:44:24,424 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.4039 +[2025-03-24 22:44:24,474 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6250 +[2025-03-24 22:44:24,523 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1552 +[2025-03-24 22:44:24,548 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8040 +[2025-03-24 22:44:24,592 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4835 +[2025-03-24 22:44:24,620 INFO hook.py line 748 2330458] Test: [10/78] Loss 2.0114 +[2025-03-24 22:44:24,866 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.8780 +[2025-03-24 22:44:24,972 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1406 +[2025-03-24 22:44:25,016 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.7528 +[2025-03-24 22:44:25,049 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8174 +[2025-03-24 22:44:25,083 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8609 +[2025-03-24 22:44:25,131 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6840 +[2025-03-24 22:44:25,170 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8418 +[2025-03-24 22:44:25,202 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.9045 +[2025-03-24 22:44:25,244 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7125 +[2025-03-24 22:44:25,273 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8321 +[2025-03-24 22:44:25,305 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6313 +[2025-03-24 22:44:25,344 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2040 +[2025-03-24 22:44:25,375 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6467 +[2025-03-24 22:44:25,419 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7947 +[2025-03-24 22:44:25,457 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.7672 +[2025-03-24 22:44:25,494 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0656 +[2025-03-24 22:44:25,540 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9102 +[2025-03-24 22:44:25,569 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.9966 +[2025-03-24 22:44:25,593 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8764 +[2025-03-24 22:44:25,645 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.2149 +[2025-03-24 22:44:25,699 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9400 +[2025-03-24 22:44:25,730 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.4552 +[2025-03-24 22:44:25,778 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5700 +[2025-03-24 22:44:25,816 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9740 +[2025-03-24 22:44:25,860 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6571 +[2025-03-24 22:44:25,896 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.8577 +[2025-03-24 22:44:25,929 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2503 +[2025-03-24 22:44:25,955 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7105 +[2025-03-24 22:44:26,011 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8143 +[2025-03-24 22:44:26,055 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7374 +[2025-03-24 22:44:26,095 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6052 +[2025-03-24 22:44:26,121 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.9667 +[2025-03-24 22:44:26,151 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4548 +[2025-03-24 22:44:26,205 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2342 +[2025-03-24 22:44:26,236 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.9273 +[2025-03-24 22:44:26,286 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.3056 +[2025-03-24 22:44:26,329 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.2334 +[2025-03-24 22:44:26,360 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.3717 +[2025-03-24 22:44:26,398 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.1781 +[2025-03-24 22:44:26,433 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.4531 +[2025-03-24 22:44:26,465 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.6775 +[2025-03-24 22:44:26,504 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9129 +[2025-03-24 22:44:26,529 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7306 +[2025-03-24 22:44:26,562 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.8861 +[2025-03-24 22:44:26,596 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1255 +[2025-03-24 22:44:26,633 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.4950 +[2025-03-24 22:44:26,661 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2574 +[2025-03-24 22:44:26,684 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4288 +[2025-03-24 22:44:26,719 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5628 +[2025-03-24 22:44:26,747 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6695 +[2025-03-24 22:44:26,768 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2957 +[2025-03-24 22:44:26,797 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3909 +[2025-03-24 22:44:26,829 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8339 +[2025-03-24 22:44:26,880 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5825 +[2025-03-24 22:44:26,904 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.9611 +[2025-03-24 22:44:26,941 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3159 +[2025-03-24 22:44:26,975 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.2097 +[2025-03-24 22:44:27,004 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5428 +[2025-03-24 22:44:27,029 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2995 +[2025-03-24 22:44:27,082 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.3423 +[2025-03-24 22:44:27,121 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.5009 +[2025-03-24 22:44:27,167 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6949 +[2025-03-24 22:44:27,212 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2205 +[2025-03-24 22:44:27,249 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5594 +[2025-03-24 22:44:27,296 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8913 +[2025-03-24 22:44:27,321 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7743 +[2025-03-24 22:44:27,371 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0730 +[2025-03-24 22:44:27,395 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9116 +[2025-03-24 22:44:28,380 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:44:28,380 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:44:28,380 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:44:28,380 INFO hook.py line 689 2330458] wall : 0.6358 0.9574 +[2025-03-24 22:44:28,380 INFO hook.py line 689 2330458] floor : 0.9018 0.9895 +[2025-03-24 22:44:28,380 INFO hook.py line 689 2330458] cabinet : 0.1696 0.1865 +[2025-03-24 22:44:28,380 INFO hook.py line 689 2330458] bed : 0.3366 0.6275 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] chair : 0.6185 0.7597 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] sofa : 0.1822 0.1980 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] table : 0.4277 0.6713 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] door : 0.2755 0.3820 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] window : 0.0690 0.0721 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] bookshelf : 0.2802 0.3263 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] picture : 0.1767 0.2275 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] counter : 0.1079 0.1172 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] desk : 0.0735 0.1039 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] curtain : 0.0851 0.0877 +[2025-03-24 22:44:28,381 INFO hook.py line 689 2330458] refridgerator : 0.0681 0.0979 +[2025-03-24 22:44:28,382 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:44:28,382 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:44:28,382 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:44:28,382 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:44:28,382 INFO hook.py line 689 2330458] otherfurniture : 0.0322 0.0327 +[2025-03-24 22:44:28,382 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:44:28,382 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2220/0.2919/0.7139. +[2025-03-24 22:44:28,383 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:44:28,393 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:44:28,393 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:44:30,224 INFO hook.py line 566 2330458] Train: [50/100][1/4] Data 0.990 (0.990) Batch 1.167 (1.167) Remain 00:03:57 loss: 0.6128 Lr: 1.64870e-03 +[2025-03-24 22:44:30,439 INFO hook.py line 566 2330458] Train: [50/100][2/4] Data 0.022 (0.022) Batch 0.215 (0.215) Remain 00:00:43 loss: 0.4257 Lr: 1.63636e-03 +[2025-03-24 22:44:30,606 INFO hook.py line 566 2330458] Train: [50/100][3/4] Data 0.001 (0.001) Batch 0.167 (0.167) Remain 00:00:33 loss: 0.4804 Lr: 1.62401e-03 +[2025-03-24 22:44:30,773 INFO hook.py line 566 2330458] Train: [50/100][4/4] Data 0.001 (0.001) Batch 0.167 (0.167) Remain 00:00:33 loss: 0.4436 Lr: 1.61165e-03 +[2025-03-24 22:44:30,773 INFO misc.py line 135 2330458] Train result: loss: 0.4906 +[2025-03-24 22:44:30,847 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:44:41,274 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5915 +[2025-03-24 22:44:41,375 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.5080 +[2025-03-24 22:44:41,412 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4644 +[2025-03-24 22:44:41,542 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0643 +[2025-03-24 22:44:41,578 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.5467 +[2025-03-24 22:44:41,634 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8969 +[2025-03-24 22:44:42,249 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.3141 +[2025-03-24 22:44:42,296 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0393 +[2025-03-24 22:44:42,415 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6014 +[2025-03-24 22:44:42,444 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.8198 +[2025-03-24 22:44:42,487 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.9585 +[2025-03-24 22:44:42,517 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2030 +[2025-03-24 22:44:42,561 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.9757 +[2025-03-24 22:44:42,595 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.9883 +[2025-03-24 22:44:42,629 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8571 +[2025-03-24 22:44:42,671 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6432 +[2025-03-24 22:44:42,707 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8747 +[2025-03-24 22:44:42,736 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.8681 +[2025-03-24 22:44:42,776 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8680 +[2025-03-24 22:44:42,805 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0700 +[2025-03-24 22:44:42,843 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5737 +[2025-03-24 22:44:42,879 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2144 +[2025-03-24 22:44:42,907 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.8160 +[2025-03-24 22:44:42,947 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9628 +[2025-03-24 22:44:42,987 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.6578 +[2025-03-24 22:44:43,023 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0914 +[2025-03-24 22:44:43,069 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9505 +[2025-03-24 22:44:43,098 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.9902 +[2025-03-24 22:44:43,123 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8056 +[2025-03-24 22:44:43,173 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.5189 +[2025-03-24 22:44:43,228 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9355 +[2025-03-24 22:44:43,260 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.5770 +[2025-03-24 22:44:43,308 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7138 +[2025-03-24 22:44:43,348 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.1012 +[2025-03-24 22:44:43,381 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6237 +[2025-03-24 22:44:43,414 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9538 +[2025-03-24 22:44:43,451 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.6067 +[2025-03-24 22:44:43,479 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7839 +[2025-03-24 22:44:43,535 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0827 +[2025-03-24 22:44:43,579 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.6567 +[2025-03-24 22:44:43,617 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5609 +[2025-03-24 22:44:43,640 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.8716 +[2025-03-24 22:44:43,672 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3704 +[2025-03-24 22:44:43,723 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3853 +[2025-03-24 22:44:43,755 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.7578 +[2025-03-24 22:44:43,797 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4651 +[2025-03-24 22:44:43,833 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.4359 +[2025-03-24 22:44:43,867 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.4836 +[2025-03-24 22:44:43,897 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.3770 +[2025-03-24 22:44:43,931 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.5655 +[2025-03-24 22:44:43,958 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7329 +[2025-03-24 22:44:43,991 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0857 +[2025-03-24 22:44:44,017 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6950 +[2025-03-24 22:44:44,049 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.0762 +[2025-03-24 22:44:44,083 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1179 +[2025-03-24 22:44:44,119 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5911 +[2025-03-24 22:44:44,147 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4518 +[2025-03-24 22:44:44,171 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.6189 +[2025-03-24 22:44:44,205 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5534 +[2025-03-24 22:44:44,234 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6318 +[2025-03-24 22:44:44,254 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.3000 +[2025-03-24 22:44:44,283 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4655 +[2025-03-24 22:44:44,315 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7913 +[2025-03-24 22:44:44,366 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6276 +[2025-03-24 22:44:44,390 INFO hook.py line 748 2330458] Test: [65/78] Loss 3.0489 +[2025-03-24 22:44:44,426 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.4676 +[2025-03-24 22:44:44,460 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.3606 +[2025-03-24 22:44:44,489 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5897 +[2025-03-24 22:44:44,515 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2533 +[2025-03-24 22:44:44,569 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1192 +[2025-03-24 22:44:44,606 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.5296 +[2025-03-24 22:44:44,653 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7954 +[2025-03-24 22:44:44,698 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1038 +[2025-03-24 22:44:44,735 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.7947 +[2025-03-24 22:44:44,782 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9110 +[2025-03-24 22:44:44,807 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.8911 +[2025-03-24 22:44:44,858 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0130 +[2025-03-24 22:44:44,881 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9139 +[2025-03-24 22:44:45,870 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:44:45,870 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:44:45,871 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] wall : 0.6226 0.9749 +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] floor : 0.9023 0.9893 +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] cabinet : 0.2198 0.2525 +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] bed : 0.3766 0.5946 +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] chair : 0.6347 0.7811 +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] sofa : 0.2134 0.2355 +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] table : 0.4716 0.6634 +[2025-03-24 22:44:45,871 INFO hook.py line 689 2330458] door : 0.2174 0.2472 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] window : 0.0637 0.0666 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] bookshelf : 0.2849 0.3289 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] picture : 0.1714 0.2449 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] counter : 0.2092 0.2473 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] desk : 0.0992 0.1249 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] curtain : 0.0794 0.0814 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] refridgerator : 0.0645 0.0934 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:44:45,872 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:44:45,873 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:44:45,873 INFO hook.py line 689 2330458] otherfurniture : 0.0604 0.0620 +[2025-03-24 22:44:45,873 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:44:45,873 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2346/0.2994/0.7196. +[2025-03-24 22:44:45,874 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:44:45,887 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:44:45,888 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:44:47,645 INFO hook.py line 566 2330458] Train: [51/100][1/4] Data 0.934 (0.934) Batch 1.104 (1.104) Remain 00:03:39 loss: 0.4602 Lr: 1.59928e-03 +[2025-03-24 22:44:47,834 INFO hook.py line 566 2330458] Train: [51/100][2/4] Data 0.002 (0.002) Batch 0.190 (0.190) Remain 00:00:37 loss: 0.3981 Lr: 1.58690e-03 +[2025-03-24 22:44:48,010 INFO hook.py line 566 2330458] Train: [51/100][3/4] Data 0.001 (0.001) Batch 0.176 (0.176) Remain 00:00:34 loss: 0.4491 Lr: 1.57452e-03 +[2025-03-24 22:44:48,177 INFO hook.py line 566 2330458] Train: [51/100][4/4] Data 0.001 (0.001) Batch 0.167 (0.167) Remain 00:00:32 loss: 0.3116 Lr: 1.56213e-03 +[2025-03-24 22:44:48,177 INFO misc.py line 135 2330458] Train result: loss: 0.4048 +[2025-03-24 22:44:48,248 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:44:58,382 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5976 +[2025-03-24 22:44:58,943 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.6055 +[2025-03-24 22:44:58,973 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4072 +[2025-03-24 22:44:59,018 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.2136 +[2025-03-24 22:44:59,653 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.6952 +[2025-03-24 22:44:59,704 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8971 +[2025-03-24 22:44:59,764 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.5711 +[2025-03-24 22:44:59,788 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.2293 +[2025-03-24 22:44:59,833 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6736 +[2025-03-24 22:44:59,862 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.6962 +[2025-03-24 22:44:59,903 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.0156 +[2025-03-24 22:44:59,932 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2649 +[2025-03-24 22:44:59,983 INFO hook.py line 748 2330458] Test: [13/78] Loss 4.1650 +[2025-03-24 22:45:00,017 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.0943 +[2025-03-24 22:45:00,050 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8802 +[2025-03-24 22:45:00,092 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7665 +[2025-03-24 22:45:00,127 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8725 +[2025-03-24 22:45:00,155 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.8333 +[2025-03-24 22:45:00,196 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7081 +[2025-03-24 22:45:00,227 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.1398 +[2025-03-24 22:45:00,259 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6107 +[2025-03-24 22:45:00,295 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3762 +[2025-03-24 22:45:00,319 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.1582 +[2025-03-24 22:45:00,358 INFO hook.py line 748 2330458] Test: [24/78] Loss 2.0832 +[2025-03-24 22:45:00,397 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9654 +[2025-03-24 22:45:00,435 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1530 +[2025-03-24 22:45:00,482 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.9394 +[2025-03-24 22:45:00,511 INFO hook.py line 748 2330458] Test: [28/78] Loss 2.0763 +[2025-03-24 22:45:00,536 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8522 +[2025-03-24 22:45:00,587 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.5792 +[2025-03-24 22:45:00,643 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9075 +[2025-03-24 22:45:00,673 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6390 +[2025-03-24 22:45:00,720 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6932 +[2025-03-24 22:45:00,758 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2157 +[2025-03-24 22:45:00,792 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6144 +[2025-03-24 22:45:00,826 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0079 +[2025-03-24 22:45:00,859 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.6812 +[2025-03-24 22:45:00,886 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.8639 +[2025-03-24 22:45:00,943 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.2172 +[2025-03-24 22:45:00,984 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7679 +[2025-03-24 22:45:01,024 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5944 +[2025-03-24 22:45:01,050 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.0019 +[2025-03-24 22:45:01,081 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3909 +[2025-03-24 22:45:01,136 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3828 +[2025-03-24 22:45:01,167 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.9005 +[2025-03-24 22:45:01,208 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5168 +[2025-03-24 22:45:01,246 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.3751 +[2025-03-24 22:45:01,281 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.5700 +[2025-03-24 22:45:01,311 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.4452 +[2025-03-24 22:45:01,345 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7175 +[2025-03-24 22:45:01,375 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.0721 +[2025-03-24 22:45:01,416 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1403 +[2025-03-24 22:45:01,442 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6609 +[2025-03-24 22:45:01,477 INFO hook.py line 748 2330458] Test: [54/78] Loss 3.0570 +[2025-03-24 22:45:01,512 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1353 +[2025-03-24 22:45:01,548 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5534 +[2025-03-24 22:45:01,576 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.5264 +[2025-03-24 22:45:01,599 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.6312 +[2025-03-24 22:45:01,634 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6139 +[2025-03-24 22:45:01,662 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6122 +[2025-03-24 22:45:01,682 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.5740 +[2025-03-24 22:45:01,711 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.5661 +[2025-03-24 22:45:01,743 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8969 +[2025-03-24 22:45:01,794 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.8684 +[2025-03-24 22:45:01,818 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.8373 +[2025-03-24 22:45:01,855 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.5040 +[2025-03-24 22:45:01,889 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.2660 +[2025-03-24 22:45:01,918 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.8333 +[2025-03-24 22:45:01,944 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2484 +[2025-03-24 22:45:01,997 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0518 +[2025-03-24 22:45:02,035 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.6182 +[2025-03-24 22:45:02,082 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8939 +[2025-03-24 22:45:02,126 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2222 +[2025-03-24 22:45:02,163 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.8366 +[2025-03-24 22:45:02,210 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9746 +[2025-03-24 22:45:02,235 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.9375 +[2025-03-24 22:45:02,286 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9528 +[2025-03-24 22:45:02,309 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9607 +[2025-03-24 22:45:03,286 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:45:03,286 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:45:03,286 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] wall : 0.6187 0.9742 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] floor : 0.9125 0.9885 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] cabinet : 0.2134 0.2409 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] bed : 0.3837 0.6381 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] chair : 0.6323 0.7668 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] sofa : 0.2454 0.2813 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] table : 0.4809 0.6663 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] door : 0.2255 0.2531 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] window : 0.0387 0.0401 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] bookshelf : 0.3344 0.3827 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] picture : 0.1833 0.2738 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] counter : 0.2905 0.3978 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] desk : 0.1034 0.1226 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] curtain : 0.1009 0.1058 +[2025-03-24 22:45:03,286 INFO hook.py line 689 2330458] refridgerator : 0.0445 0.0585 +[2025-03-24 22:45:03,287 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:45:03,287 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:45:03,287 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:45:03,287 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:45:03,287 INFO hook.py line 689 2330458] otherfurniture : 0.0563 0.0580 +[2025-03-24 22:45:03,287 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:45:03,287 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2432/0.3124/0.7219. +[2025-03-24 22:45:03,287 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:45:03,299 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:45:03,299 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:45:05,259 INFO hook.py line 566 2330458] Train: [52/100][1/4] Data 1.146 (1.146) Batch 1.347 (1.347) Remain 00:04:22 loss: 0.4105 Lr: 1.54974e-03 +[2025-03-24 22:45:05,480 INFO hook.py line 566 2330458] Train: [52/100][2/4] Data 0.011 (0.011) Batch 0.222 (0.222) Remain 00:00:43 loss: 0.6240 Lr: 1.53735e-03 +[2025-03-24 22:45:05,652 INFO hook.py line 566 2330458] Train: [52/100][3/4] Data 0.002 (0.002) Batch 0.172 (0.172) Remain 00:00:33 loss: 0.4515 Lr: 1.52495e-03 +[2025-03-24 22:45:05,821 INFO hook.py line 566 2330458] Train: [52/100][4/4] Data 0.002 (0.002) Batch 0.170 (0.170) Remain 00:00:32 loss: 0.2901 Lr: 1.51255e-03 +[2025-03-24 22:45:05,822 INFO misc.py line 135 2330458] Train result: loss: 0.4440 +[2025-03-24 22:45:05,888 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:45:16,838 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5376 +[2025-03-24 22:45:16,886 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3121 +[2025-03-24 22:45:16,920 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3539 +[2025-03-24 22:45:16,960 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1464 +[2025-03-24 22:45:16,989 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.6415 +[2025-03-24 22:45:17,049 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7187 +[2025-03-24 22:45:17,096 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.2700 +[2025-03-24 22:45:17,125 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0874 +[2025-03-24 22:45:17,167 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5779 +[2025-03-24 22:45:17,195 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.5945 +[2025-03-24 22:45:17,239 INFO hook.py line 748 2330458] Test: [11/78] Loss 2.0121 +[2025-03-24 22:45:17,463 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.2985 +[2025-03-24 22:45:17,507 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.9000 +[2025-03-24 22:45:17,540 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.1568 +[2025-03-24 22:45:17,576 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8623 +[2025-03-24 22:45:17,618 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6813 +[2025-03-24 22:45:17,653 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8821 +[2025-03-24 22:45:17,684 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.8112 +[2025-03-24 22:45:17,724 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6117 +[2025-03-24 22:45:17,753 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.1478 +[2025-03-24 22:45:17,786 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5726 +[2025-03-24 22:45:17,823 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3611 +[2025-03-24 22:45:17,850 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.9217 +[2025-03-24 22:45:17,890 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.9300 +[2025-03-24 22:45:17,931 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0902 +[2025-03-24 22:45:17,967 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0288 +[2025-03-24 22:45:18,014 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8480 +[2025-03-24 22:45:18,043 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.9661 +[2025-03-24 22:45:18,070 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.7977 +[2025-03-24 22:45:18,128 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.4224 +[2025-03-24 22:45:18,183 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8107 +[2025-03-24 22:45:18,214 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.6965 +[2025-03-24 22:45:18,266 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6753 +[2025-03-24 22:45:18,303 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.2622 +[2025-03-24 22:45:18,338 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7046 +[2025-03-24 22:45:18,371 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0291 +[2025-03-24 22:45:18,404 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.4182 +[2025-03-24 22:45:18,435 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7620 +[2025-03-24 22:45:18,491 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0090 +[2025-03-24 22:45:18,532 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7907 +[2025-03-24 22:45:18,570 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7460 +[2025-03-24 22:45:18,596 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.8884 +[2025-03-24 22:45:18,633 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4082 +[2025-03-24 22:45:18,687 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3357 +[2025-03-24 22:45:18,714 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.7345 +[2025-03-24 22:45:18,755 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5681 +[2025-03-24 22:45:18,791 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.1930 +[2025-03-24 22:45:18,823 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.3549 +[2025-03-24 22:45:18,865 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.5222 +[2025-03-24 22:45:18,898 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7997 +[2025-03-24 22:45:18,927 INFO hook.py line 748 2330458] Test: [51/78] Loss 4.1693 +[2025-03-24 22:45:18,967 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0124 +[2025-03-24 22:45:18,991 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7738 +[2025-03-24 22:45:19,027 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.9155 +[2025-03-24 22:45:19,061 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1461 +[2025-03-24 22:45:19,097 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5653 +[2025-03-24 22:45:19,125 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4820 +[2025-03-24 22:45:19,148 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4885 +[2025-03-24 22:45:19,183 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6575 +[2025-03-24 22:45:19,211 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6884 +[2025-03-24 22:45:19,232 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.6139 +[2025-03-24 22:45:19,261 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.5561 +[2025-03-24 22:45:19,294 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8493 +[2025-03-24 22:45:19,345 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.7183 +[2025-03-24 22:45:19,368 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.6482 +[2025-03-24 22:45:19,405 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.4920 +[2025-03-24 22:45:19,440 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.4102 +[2025-03-24 22:45:19,468 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.8165 +[2025-03-24 22:45:19,494 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2859 +[2025-03-24 22:45:19,547 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0536 +[2025-03-24 22:45:19,586 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.6372 +[2025-03-24 22:45:19,633 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8372 +[2025-03-24 22:45:19,677 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3017 +[2025-03-24 22:45:19,714 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.7507 +[2025-03-24 22:45:19,760 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9033 +[2025-03-24 22:45:19,785 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7406 +[2025-03-24 22:45:19,836 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0099 +[2025-03-24 22:45:19,859 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9457 +[2025-03-24 22:45:20,735 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:45:20,735 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:45:20,735 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] wall : 0.6305 0.9626 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] floor : 0.9189 0.9855 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] cabinet : 0.2202 0.2665 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] bed : 0.3839 0.6622 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] chair : 0.6265 0.8024 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] sofa : 0.2101 0.2309 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] table : 0.4671 0.6273 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] door : 0.2746 0.3472 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] window : 0.0801 0.0872 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] bookshelf : 0.3026 0.3384 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] picture : 0.1872 0.2577 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] counter : 0.2742 0.3403 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] desk : 0.0950 0.1190 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] curtain : 0.1093 0.1211 +[2025-03-24 22:45:20,736 INFO hook.py line 689 2330458] refridgerator : 0.0718 0.1068 +[2025-03-24 22:45:20,737 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:45:20,737 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:45:20,737 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:45:20,737 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:45:20,737 INFO hook.py line 689 2330458] otherfurniture : 0.0461 0.0471 +[2025-03-24 22:45:20,737 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:45:20,737 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2449/0.3151/0.7232. +[2025-03-24 22:45:20,738 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:45:20,750 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:45:20,750 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:45:22,529 INFO hook.py line 566 2330458] Train: [53/100][1/4] Data 0.978 (0.978) Batch 1.158 (1.158) Remain 00:03:41 loss: 0.2018 Lr: 1.50015e-03 +[2025-03-24 22:45:22,738 INFO hook.py line 566 2330458] Train: [53/100][2/4] Data 0.011 (0.011) Batch 0.210 (0.210) Remain 00:00:39 loss: 0.4210 Lr: 1.48775e-03 +[2025-03-24 22:45:22,913 INFO hook.py line 566 2330458] Train: [53/100][3/4] Data 0.002 (0.002) Batch 0.174 (0.174) Remain 00:00:32 loss: 0.3659 Lr: 1.47535e-03 +[2025-03-24 22:45:23,075 INFO hook.py line 566 2330458] Train: [53/100][4/4] Data 0.002 (0.002) Batch 0.163 (0.163) Remain 00:00:30 loss: 0.2031 Lr: 1.46295e-03 +[2025-03-24 22:45:23,076 INFO misc.py line 135 2330458] Train result: loss: 0.2979 +[2025-03-24 22:45:23,149 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:45:34,056 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.5229 +[2025-03-24 22:45:34,093 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1077 +[2025-03-24 22:45:34,125 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4708 +[2025-03-24 22:45:34,229 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1382 +[2025-03-24 22:45:34,259 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.6019 +[2025-03-24 22:45:34,314 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8322 +[2025-03-24 22:45:34,361 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1108 +[2025-03-24 22:45:34,387 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0443 +[2025-03-24 22:45:34,428 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5066 +[2025-03-24 22:45:34,460 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4899 +[2025-03-24 22:45:34,502 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.9297 +[2025-03-24 22:45:34,531 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1622 +[2025-03-24 22:45:34,574 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3249 +[2025-03-24 22:45:34,609 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.0655 +[2025-03-24 22:45:34,642 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8731 +[2025-03-24 22:45:34,684 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.4853 +[2025-03-24 22:45:34,719 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8145 +[2025-03-24 22:45:34,749 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.7777 +[2025-03-24 22:45:34,788 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7788 +[2025-03-24 22:45:34,817 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.1452 +[2025-03-24 22:45:34,850 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5660 +[2025-03-24 22:45:34,886 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2066 +[2025-03-24 22:45:34,920 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7283 +[2025-03-24 22:45:34,963 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.8271 +[2025-03-24 22:45:35,005 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.1228 +[2025-03-24 22:45:35,045 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0752 +[2025-03-24 22:45:35,093 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.7064 +[2025-03-24 22:45:35,130 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.9076 +[2025-03-24 22:45:35,156 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.7782 +[2025-03-24 22:45:35,206 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.4589 +[2025-03-24 22:45:35,260 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6467 +[2025-03-24 22:45:35,291 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.4267 +[2025-03-24 22:45:35,343 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6702 +[2025-03-24 22:45:35,378 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.1624 +[2025-03-24 22:45:35,416 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7297 +[2025-03-24 22:45:35,448 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0258 +[2025-03-24 22:45:35,481 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3649 +[2025-03-24 22:45:35,509 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6400 +[2025-03-24 22:45:35,566 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0480 +[2025-03-24 22:45:35,608 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7394 +[2025-03-24 22:45:35,647 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8063 +[2025-03-24 22:45:35,672 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.8371 +[2025-03-24 22:45:35,704 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.4825 +[2025-03-24 22:45:35,754 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3851 +[2025-03-24 22:45:35,783 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1621 +[2025-03-24 22:45:35,826 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6234 +[2025-03-24 22:45:35,861 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.3539 +[2025-03-24 22:45:35,891 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.2128 +[2025-03-24 22:45:35,927 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.4130 +[2025-03-24 22:45:35,961 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7702 +[2025-03-24 22:45:35,988 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7669 +[2025-03-24 22:45:36,032 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9786 +[2025-03-24 22:45:36,062 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8068 +[2025-03-24 22:45:36,097 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.8830 +[2025-03-24 22:45:36,134 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.0749 +[2025-03-24 22:45:36,170 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5761 +[2025-03-24 22:45:36,199 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3362 +[2025-03-24 22:45:36,222 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5046 +[2025-03-24 22:45:36,256 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6456 +[2025-03-24 22:45:36,285 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.7339 +[2025-03-24 22:45:36,305 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.3784 +[2025-03-24 22:45:36,334 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.5168 +[2025-03-24 22:45:36,366 INFO hook.py line 748 2330458] Test: [63/78] Loss 2.0288 +[2025-03-24 22:45:36,417 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.6680 +[2025-03-24 22:45:36,441 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.4579 +[2025-03-24 22:45:36,478 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.3115 +[2025-03-24 22:45:36,512 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.2018 +[2025-03-24 22:45:36,541 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.6848 +[2025-03-24 22:45:36,567 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3152 +[2025-03-24 22:45:36,620 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0898 +[2025-03-24 22:45:36,659 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.4789 +[2025-03-24 22:45:36,706 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7807 +[2025-03-24 22:45:36,750 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1590 +[2025-03-24 22:45:36,787 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.7221 +[2025-03-24 22:45:36,834 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8052 +[2025-03-24 22:45:36,859 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6478 +[2025-03-24 22:45:36,910 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0846 +[2025-03-24 22:45:36,933 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8366 +[2025-03-24 22:45:37,951 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:45:37,951 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:45:37,952 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] wall : 0.6466 0.9616 +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] floor : 0.9223 0.9831 +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] cabinet : 0.2509 0.3046 +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] bed : 0.4291 0.6015 +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] chair : 0.5929 0.8404 +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] sofa : 0.2105 0.2226 +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] table : 0.4696 0.6531 +[2025-03-24 22:45:37,952 INFO hook.py line 689 2330458] door : 0.2809 0.3557 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] window : 0.0984 0.1097 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] bookshelf : 0.3358 0.3804 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] picture : 0.1664 0.2029 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] counter : 0.2575 0.2973 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] desk : 0.0712 0.0858 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] curtain : 0.1728 0.2286 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] refridgerator : 0.1187 0.2109 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:45:37,953 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:45:37,954 INFO hook.py line 689 2330458] otherfurniture : 0.0284 0.0288 +[2025-03-24 22:45:37,954 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:45:37,954 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2526/0.3234/0.7289. +[2025-03-24 22:45:37,955 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:45:37,969 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2535 +[2025-03-24 22:45:37,970 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:45:39,778 INFO hook.py line 566 2330458] Train: [54/100][1/4] Data 1.044 (1.044) Batch 1.224 (1.224) Remain 00:03:48 loss: 0.4741 Lr: 1.45056e-03 +[2025-03-24 22:45:39,985 INFO hook.py line 566 2330458] Train: [54/100][2/4] Data 0.019 (0.019) Batch 0.207 (0.207) Remain 00:00:38 loss: 0.3799 Lr: 1.43817e-03 +[2025-03-24 22:45:40,156 INFO hook.py line 566 2330458] Train: [54/100][3/4] Data 0.001 (0.001) Batch 0.171 (0.171) Remain 00:00:31 loss: 0.3549 Lr: 1.42578e-03 +[2025-03-24 22:45:40,307 INFO hook.py line 566 2330458] Train: [54/100][4/4] Data 0.001 (0.001) Batch 0.150 (0.150) Remain 00:00:27 loss: 0.3532 Lr: 1.41340e-03 +[2025-03-24 22:45:40,307 INFO misc.py line 135 2330458] Train result: loss: 0.3906 +[2025-03-24 22:45:40,382 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:45:50,720 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.3757 +[2025-03-24 22:45:50,770 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1759 +[2025-03-24 22:45:51,595 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.4453 +[2025-03-24 22:45:51,645 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0261 +[2025-03-24 22:45:51,680 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.7751 +[2025-03-24 22:45:51,736 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7783 +[2025-03-24 22:45:51,783 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1371 +[2025-03-24 22:45:51,819 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0020 +[2025-03-24 22:45:51,859 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6439 +[2025-03-24 22:45:51,894 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.5754 +[2025-03-24 22:45:51,943 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.9166 +[2025-03-24 22:45:51,973 INFO hook.py line 748 2330458] Test: [12/78] Loss 0.9508 +[2025-03-24 22:45:52,017 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.5979 +[2025-03-24 22:45:52,059 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.0542 +[2025-03-24 22:45:52,094 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8174 +[2025-03-24 22:45:52,135 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5437 +[2025-03-24 22:45:52,173 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.0391 +[2025-03-24 22:45:52,203 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5811 +[2025-03-24 22:45:52,245 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9616 +[2025-03-24 22:45:52,274 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.2766 +[2025-03-24 22:45:52,306 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6512 +[2025-03-24 22:45:52,342 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1862 +[2025-03-24 22:45:52,366 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6778 +[2025-03-24 22:45:52,406 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7809 +[2025-03-24 22:45:52,445 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.2483 +[2025-03-24 22:45:52,485 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.2437 +[2025-03-24 22:45:52,531 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.7934 +[2025-03-24 22:45:52,560 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.8797 +[2025-03-24 22:45:52,585 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9265 +[2025-03-24 22:45:52,638 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.4287 +[2025-03-24 22:45:52,692 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8331 +[2025-03-24 22:45:52,724 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.4042 +[2025-03-24 22:45:52,776 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6014 +[2025-03-24 22:45:52,815 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.1482 +[2025-03-24 22:45:52,849 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7232 +[2025-03-24 22:45:52,881 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.7051 +[2025-03-24 22:45:52,915 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2807 +[2025-03-24 22:45:52,946 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7028 +[2025-03-24 22:45:53,002 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.1322 +[2025-03-24 22:45:53,046 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.7115 +[2025-03-24 22:45:53,085 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7892 +[2025-03-24 22:45:53,110 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.6878 +[2025-03-24 22:45:53,143 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3937 +[2025-03-24 22:45:53,196 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4416 +[2025-03-24 22:45:53,226 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0789 +[2025-03-24 22:45:53,268 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6648 +[2025-03-24 22:45:53,305 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.6377 +[2025-03-24 22:45:53,339 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.2399 +[2025-03-24 22:45:53,382 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.1819 +[2025-03-24 22:45:53,418 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.6987 +[2025-03-24 22:45:53,447 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.4771 +[2025-03-24 22:45:53,490 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9713 +[2025-03-24 22:45:53,518 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7791 +[2025-03-24 22:45:53,554 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.8990 +[2025-03-24 22:45:53,588 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.0983 +[2025-03-24 22:45:53,624 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5143 +[2025-03-24 22:45:53,653 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2424 +[2025-03-24 22:45:53,676 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5418 +[2025-03-24 22:45:53,711 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6447 +[2025-03-24 22:45:53,739 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6204 +[2025-03-24 22:45:53,759 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.4245 +[2025-03-24 22:45:53,788 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4876 +[2025-03-24 22:45:53,820 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.9929 +[2025-03-24 22:45:53,872 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5743 +[2025-03-24 22:45:53,895 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.2886 +[2025-03-24 22:45:53,932 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.1175 +[2025-03-24 22:45:53,966 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.1339 +[2025-03-24 22:45:53,995 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.6283 +[2025-03-24 22:45:54,021 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2746 +[2025-03-24 22:45:54,074 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0061 +[2025-03-24 22:45:54,112 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.1621 +[2025-03-24 22:45:54,159 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8031 +[2025-03-24 22:45:54,204 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1850 +[2025-03-24 22:45:54,241 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6781 +[2025-03-24 22:45:54,288 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8349 +[2025-03-24 22:45:54,313 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7361 +[2025-03-24 22:45:54,364 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0900 +[2025-03-24 22:45:54,387 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8692 +[2025-03-24 22:45:55,394 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:45:55,394 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:45:55,394 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] wall : 0.6345 0.9701 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] floor : 0.9224 0.9825 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] cabinet : 0.2175 0.2520 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] bed : 0.4521 0.6336 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] chair : 0.6241 0.8032 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] sofa : 0.2720 0.2929 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] table : 0.4775 0.6164 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] door : 0.2771 0.3268 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] window : 0.0489 0.0523 +[2025-03-24 22:45:55,395 INFO hook.py line 689 2330458] bookshelf : 0.3713 0.4752 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] picture : 0.1890 0.2368 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] counter : 0.2868 0.3393 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] desk : 0.1485 0.1983 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] curtain : 0.2031 0.2909 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] refridgerator : 0.1391 0.2115 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:45:55,396 INFO hook.py line 689 2330458] otherfurniture : 0.0447 0.0456 +[2025-03-24 22:45:55,397 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:45:55,397 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2654/0.3364/0.7310. +[2025-03-24 22:45:55,398 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:45:55,410 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2654 +[2025-03-24 22:45:55,410 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2654 +[2025-03-24 22:45:55,410 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:45:57,509 INFO hook.py line 566 2330458] Train: [55/100][1/4] Data 0.864 (0.864) Batch 1.057 (1.057) Remain 00:03:13 loss: 0.4499 Lr: 1.40102e-03 +[2025-03-24 22:45:57,733 INFO hook.py line 566 2330458] Train: [55/100][2/4] Data 0.001 (0.001) Batch 0.224 (0.224) Remain 00:00:40 loss: 0.4732 Lr: 1.38865e-03 +[2025-03-24 22:45:57,900 INFO hook.py line 566 2330458] Train: [55/100][3/4] Data 0.002 (0.002) Batch 0.167 (0.167) Remain 00:00:30 loss: 0.5062 Lr: 1.37629e-03 +[2025-03-24 22:45:58,059 INFO hook.py line 566 2330458] Train: [55/100][4/4] Data 0.001 (0.001) Batch 0.159 (0.159) Remain 00:00:28 loss: 0.2846 Lr: 1.36394e-03 +[2025-03-24 22:45:58,059 INFO misc.py line 135 2330458] Train result: loss: 0.4285 +[2025-03-24 22:45:58,122 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:46:09,189 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.3351 +[2025-03-24 22:46:09,228 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1883 +[2025-03-24 22:46:09,260 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5310 +[2025-03-24 22:46:09,304 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9848 +[2025-03-24 22:46:09,334 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.6071 +[2025-03-24 22:46:09,387 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7487 +[2025-03-24 22:46:09,436 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0386 +[2025-03-24 22:46:09,463 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9623 +[2025-03-24 22:46:09,544 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6047 +[2025-03-24 22:46:09,573 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4211 +[2025-03-24 22:46:09,859 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.8372 +[2025-03-24 22:46:09,896 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0258 +[2025-03-24 22:46:09,944 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.4878 +[2025-03-24 22:46:09,979 INFO hook.py line 748 2330458] Test: [14/78] Loss 3.0567 +[2025-03-24 22:46:10,013 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.9039 +[2025-03-24 22:46:10,055 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6843 +[2025-03-24 22:46:10,090 INFO hook.py line 748 2330458] Test: [17/78] Loss 2.0456 +[2025-03-24 22:46:10,120 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.7457 +[2025-03-24 22:46:10,159 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.9520 +[2025-03-24 22:46:10,188 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.2765 +[2025-03-24 22:46:10,225 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6952 +[2025-03-24 22:46:10,261 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.2264 +[2025-03-24 22:46:10,286 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7563 +[2025-03-24 22:46:10,329 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7150 +[2025-03-24 22:46:10,366 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.1367 +[2025-03-24 22:46:10,403 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1249 +[2025-03-24 22:46:10,450 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8802 +[2025-03-24 22:46:10,479 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.8083 +[2025-03-24 22:46:10,504 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0030 +[2025-03-24 22:46:10,554 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.3176 +[2025-03-24 22:46:10,609 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.9021 +[2025-03-24 22:46:10,639 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.3805 +[2025-03-24 22:46:10,689 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5788 +[2025-03-24 22:46:10,728 INFO hook.py line 748 2330458] Test: [34/78] Loss 2.0160 +[2025-03-24 22:46:10,763 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7284 +[2025-03-24 22:46:10,802 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.7141 +[2025-03-24 22:46:10,834 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2529 +[2025-03-24 22:46:10,864 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7439 +[2025-03-24 22:46:10,920 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.1183 +[2025-03-24 22:46:10,962 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5840 +[2025-03-24 22:46:11,000 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7698 +[2025-03-24 22:46:11,026 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.4710 +[2025-03-24 22:46:11,058 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2679 +[2025-03-24 22:46:11,111 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3859 +[2025-03-24 22:46:11,145 INFO hook.py line 748 2330458] Test: [45/78] Loss 2.9719 +[2025-03-24 22:46:11,187 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6714 +[2025-03-24 22:46:11,224 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.4420 +[2025-03-24 22:46:11,261 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.1306 +[2025-03-24 22:46:11,300 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.2161 +[2025-03-24 22:46:11,337 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7085 +[2025-03-24 22:46:11,367 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7409 +[2025-03-24 22:46:11,401 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9924 +[2025-03-24 22:46:11,426 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7839 +[2025-03-24 22:46:11,462 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.9305 +[2025-03-24 22:46:11,501 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1188 +[2025-03-24 22:46:11,537 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5094 +[2025-03-24 22:46:11,566 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2862 +[2025-03-24 22:46:11,589 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4694 +[2025-03-24 22:46:11,624 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6662 +[2025-03-24 22:46:11,652 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6304 +[2025-03-24 22:46:11,672 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2631 +[2025-03-24 22:46:11,701 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4791 +[2025-03-24 22:46:11,733 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.9911 +[2025-03-24 22:46:11,784 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5214 +[2025-03-24 22:46:11,808 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.5775 +[2025-03-24 22:46:11,845 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.0813 +[2025-03-24 22:46:11,879 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.1583 +[2025-03-24 22:46:11,907 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5571 +[2025-03-24 22:46:11,933 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2470 +[2025-03-24 22:46:11,986 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0211 +[2025-03-24 22:46:12,025 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0653 +[2025-03-24 22:46:12,072 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7771 +[2025-03-24 22:46:12,116 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1918 +[2025-03-24 22:46:12,153 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6827 +[2025-03-24 22:46:12,200 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9110 +[2025-03-24 22:46:12,225 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7304 +[2025-03-24 22:46:12,275 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0483 +[2025-03-24 22:46:12,299 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8748 +[2025-03-24 22:46:13,320 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:46:13,320 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:46:13,320 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] wall : 0.6352 0.9687 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] floor : 0.9104 0.9837 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] cabinet : 0.2303 0.2718 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] bed : 0.4343 0.6019 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] chair : 0.6314 0.7641 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] sofa : 0.3050 0.3358 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] table : 0.4650 0.6276 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] door : 0.2889 0.3420 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] window : 0.0837 0.0922 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] bookshelf : 0.3885 0.5344 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] picture : 0.1987 0.2647 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] counter : 0.2944 0.3522 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] desk : 0.1510 0.1919 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] curtain : 0.1500 0.1748 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] refridgerator : 0.1564 0.2252 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:46:13,321 INFO hook.py line 689 2330458] otherfurniture : 0.0600 0.0619 +[2025-03-24 22:46:13,321 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:46:13,321 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2692/0.3396/0.7317. +[2025-03-24 22:46:13,321 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:46:13,335 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2692 +[2025-03-24 22:46:13,336 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2692 +[2025-03-24 22:46:13,336 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:46:15,562 INFO hook.py line 566 2330458] Train: [56/100][1/4] Data 0.999 (0.999) Batch 1.173 (1.173) Remain 00:03:29 loss: 0.3440 Lr: 1.35160e-03 +[2025-03-24 22:46:15,786 INFO hook.py line 566 2330458] Train: [56/100][2/4] Data 0.002 (0.002) Batch 0.224 (0.224) Remain 00:00:39 loss: 0.2488 Lr: 1.33926e-03 +[2025-03-24 22:46:15,954 INFO hook.py line 566 2330458] Train: [56/100][3/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:29 loss: 0.4719 Lr: 1.32694e-03 +[2025-03-24 22:46:16,120 INFO hook.py line 566 2330458] Train: [56/100][4/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:29 loss: 0.2907 Lr: 1.31463e-03 +[2025-03-24 22:46:16,120 INFO misc.py line 135 2330458] Train result: loss: 0.3388 +[2025-03-24 22:46:16,184 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:46:26,958 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.3587 +[2025-03-24 22:46:27,011 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1929 +[2025-03-24 22:46:27,050 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.5559 +[2025-03-24 22:46:27,095 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0374 +[2025-03-24 22:46:27,127 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.5330 +[2025-03-24 22:46:27,197 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8341 +[2025-03-24 22:46:27,244 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.1778 +[2025-03-24 22:46:27,273 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9811 +[2025-03-24 22:46:27,316 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4719 +[2025-03-24 22:46:27,346 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4326 +[2025-03-24 22:46:27,533 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.7265 +[2025-03-24 22:46:27,562 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0644 +[2025-03-24 22:46:27,607 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2624 +[2025-03-24 22:46:27,640 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.9395 +[2025-03-24 22:46:27,674 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.9043 +[2025-03-24 22:46:27,716 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5363 +[2025-03-24 22:46:27,751 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9763 +[2025-03-24 22:46:27,783 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.8498 +[2025-03-24 22:46:27,823 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7939 +[2025-03-24 22:46:27,854 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0228 +[2025-03-24 22:46:27,887 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6537 +[2025-03-24 22:46:27,923 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9831 +[2025-03-24 22:46:27,949 INFO hook.py line 748 2330458] Test: [23/78] Loss 2.0262 +[2025-03-24 22:46:27,988 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.8591 +[2025-03-24 22:46:28,028 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9857 +[2025-03-24 22:46:28,064 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0475 +[2025-03-24 22:46:28,110 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6935 +[2025-03-24 22:46:28,140 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.8194 +[2025-03-24 22:46:28,169 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9190 +[2025-03-24 22:46:28,220 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.3005 +[2025-03-24 22:46:28,277 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6850 +[2025-03-24 22:46:28,308 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1444 +[2025-03-24 22:46:28,357 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6051 +[2025-03-24 22:46:28,392 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9356 +[2025-03-24 22:46:28,426 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7677 +[2025-03-24 22:46:28,463 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0383 +[2025-03-24 22:46:28,496 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.3036 +[2025-03-24 22:46:28,527 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7757 +[2025-03-24 22:46:28,583 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.1553 +[2025-03-24 22:46:28,627 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5126 +[2025-03-24 22:46:28,665 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6906 +[2025-03-24 22:46:28,693 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.5625 +[2025-03-24 22:46:28,723 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2111 +[2025-03-24 22:46:28,776 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4575 +[2025-03-24 22:46:28,808 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1274 +[2025-03-24 22:46:28,849 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6967 +[2025-03-24 22:46:28,886 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.1841 +[2025-03-24 22:46:28,920 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.1695 +[2025-03-24 22:46:28,955 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.3690 +[2025-03-24 22:46:28,987 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.6592 +[2025-03-24 22:46:29,019 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.8352 +[2025-03-24 22:46:29,057 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0194 +[2025-03-24 22:46:29,083 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8491 +[2025-03-24 22:46:29,116 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.9583 +[2025-03-24 22:46:29,152 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1084 +[2025-03-24 22:46:29,187 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5489 +[2025-03-24 22:46:29,217 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3481 +[2025-03-24 22:46:29,240 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5022 +[2025-03-24 22:46:29,275 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5797 +[2025-03-24 22:46:29,304 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6429 +[2025-03-24 22:46:29,324 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1445 +[2025-03-24 22:46:29,354 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.5203 +[2025-03-24 22:46:29,387 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.9976 +[2025-03-24 22:46:29,438 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5854 +[2025-03-24 22:46:29,461 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.9023 +[2025-03-24 22:46:29,498 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2609 +[2025-03-24 22:46:29,533 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.2089 +[2025-03-24 22:46:29,561 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.4406 +[2025-03-24 22:46:29,587 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2700 +[2025-03-24 22:46:29,641 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0615 +[2025-03-24 22:46:29,679 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0483 +[2025-03-24 22:46:29,726 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7571 +[2025-03-24 22:46:29,770 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0610 +[2025-03-24 22:46:29,808 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.6689 +[2025-03-24 22:46:29,855 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8719 +[2025-03-24 22:46:29,880 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.7861 +[2025-03-24 22:46:29,931 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9646 +[2025-03-24 22:46:29,955 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8211 +[2025-03-24 22:46:30,929 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:46:30,929 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:46:30,929 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] wall : 0.6414 0.9651 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] floor : 0.9144 0.9809 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] cabinet : 0.2536 0.3162 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] bed : 0.4101 0.5967 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] chair : 0.6211 0.7956 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] sofa : 0.2702 0.2898 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] table : 0.4652 0.6827 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] door : 0.2848 0.3456 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] window : 0.1086 0.1195 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] bookshelf : 0.3719 0.4889 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] picture : 0.1713 0.2143 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] counter : 0.2818 0.3278 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] desk : 0.0682 0.0758 +[2025-03-24 22:46:30,929 INFO hook.py line 689 2330458] curtain : 0.0918 0.0960 +[2025-03-24 22:46:30,930 INFO hook.py line 689 2330458] refridgerator : 0.1652 0.2497 +[2025-03-24 22:46:30,930 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:46:30,930 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:46:30,930 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:46:30,930 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:46:30,930 INFO hook.py line 689 2330458] otherfurniture : 0.0593 0.0610 +[2025-03-24 22:46:30,930 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:46:30,930 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2589/0.3303/0.7313. +[2025-03-24 22:46:30,930 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:46:30,942 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2692 +[2025-03-24 22:46:30,944 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:46:32,772 INFO hook.py line 566 2330458] Train: [57/100][1/4] Data 0.988 (0.988) Batch 1.189 (1.189) Remain 00:03:28 loss: 0.3579 Lr: 1.30233e-03 +[2025-03-24 22:46:32,981 INFO hook.py line 566 2330458] Train: [57/100][2/4] Data 0.002 (0.002) Batch 0.209 (0.209) Remain 00:00:36 loss: 0.2563 Lr: 1.29005e-03 +[2025-03-24 22:46:33,149 INFO hook.py line 566 2330458] Train: [57/100][3/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:29 loss: 0.3803 Lr: 1.27778e-03 +[2025-03-24 22:46:33,309 INFO hook.py line 566 2330458] Train: [57/100][4/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:27 loss: 0.4681 Lr: 1.26552e-03 +[2025-03-24 22:46:33,309 INFO misc.py line 135 2330458] Train result: loss: 0.3656 +[2025-03-24 22:46:33,378 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:46:43,577 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.3498 +[2025-03-24 22:46:43,950 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1363 +[2025-03-24 22:46:44,353 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2957 +[2025-03-24 22:46:44,399 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.1082 +[2025-03-24 22:46:44,432 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.4437 +[2025-03-24 22:46:44,483 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8157 +[2025-03-24 22:46:44,538 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0698 +[2025-03-24 22:46:44,567 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0392 +[2025-03-24 22:46:44,653 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4666 +[2025-03-24 22:46:44,682 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.5298 +[2025-03-24 22:46:44,724 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6073 +[2025-03-24 22:46:44,755 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0446 +[2025-03-24 22:46:44,799 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2378 +[2025-03-24 22:46:44,834 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7630 +[2025-03-24 22:46:44,868 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8731 +[2025-03-24 22:46:44,910 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5464 +[2025-03-24 22:46:44,945 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9361 +[2025-03-24 22:46:44,974 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.8370 +[2025-03-24 22:46:45,023 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7731 +[2025-03-24 22:46:45,052 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8253 +[2025-03-24 22:46:45,084 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6343 +[2025-03-24 22:46:45,120 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9403 +[2025-03-24 22:46:45,144 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.8742 +[2025-03-24 22:46:45,183 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7911 +[2025-03-24 22:46:45,221 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.7803 +[2025-03-24 22:46:45,257 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9751 +[2025-03-24 22:46:45,303 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6326 +[2025-03-24 22:46:45,333 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7762 +[2025-03-24 22:46:45,358 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8844 +[2025-03-24 22:46:45,410 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.2131 +[2025-03-24 22:46:45,467 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5831 +[2025-03-24 22:46:45,498 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9282 +[2025-03-24 22:46:45,547 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5922 +[2025-03-24 22:46:45,583 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9183 +[2025-03-24 22:46:45,619 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7091 +[2025-03-24 22:46:45,653 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0750 +[2025-03-24 22:46:45,685 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2843 +[2025-03-24 22:46:45,712 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.8063 +[2025-03-24 22:46:45,767 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.1369 +[2025-03-24 22:46:45,809 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5160 +[2025-03-24 22:46:45,848 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6797 +[2025-03-24 22:46:45,874 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.5332 +[2025-03-24 22:46:45,905 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2187 +[2025-03-24 22:46:45,957 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4049 +[2025-03-24 22:46:45,988 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3804 +[2025-03-24 22:46:46,030 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6066 +[2025-03-24 22:46:46,066 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.1539 +[2025-03-24 22:46:46,098 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.9631 +[2025-03-24 22:46:46,132 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.3075 +[2025-03-24 22:46:46,164 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.6250 +[2025-03-24 22:46:46,192 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.7034 +[2025-03-24 22:46:46,229 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0578 +[2025-03-24 22:46:46,257 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8037 +[2025-03-24 22:46:46,291 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7766 +[2025-03-24 22:46:46,325 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1085 +[2025-03-24 22:46:46,361 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5553 +[2025-03-24 22:46:46,390 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3423 +[2025-03-24 22:46:46,413 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.5698 +[2025-03-24 22:46:46,447 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5644 +[2025-03-24 22:46:46,475 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5934 +[2025-03-24 22:46:46,496 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2109 +[2025-03-24 22:46:46,525 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4990 +[2025-03-24 22:46:46,556 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.9967 +[2025-03-24 22:46:46,608 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.5911 +[2025-03-24 22:46:46,631 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.7850 +[2025-03-24 22:46:46,668 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.2320 +[2025-03-24 22:46:46,702 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9265 +[2025-03-24 22:46:46,731 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3723 +[2025-03-24 22:46:46,757 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2863 +[2025-03-24 22:46:46,811 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0760 +[2025-03-24 22:46:46,849 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8687 +[2025-03-24 22:46:46,896 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7944 +[2025-03-24 22:46:46,940 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1122 +[2025-03-24 22:46:46,977 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5011 +[2025-03-24 22:46:47,023 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8320 +[2025-03-24 22:46:47,048 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6517 +[2025-03-24 22:46:47,099 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9511 +[2025-03-24 22:46:47,123 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8015 +[2025-03-24 22:46:48,168 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:46:48,169 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:46:48,169 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:46:48,169 INFO hook.py line 689 2330458] wall : 0.6555 0.9617 +[2025-03-24 22:46:48,169 INFO hook.py line 689 2330458] floor : 0.9148 0.9765 +[2025-03-24 22:46:48,169 INFO hook.py line 689 2330458] cabinet : 0.2453 0.3024 +[2025-03-24 22:46:48,169 INFO hook.py line 689 2330458] bed : 0.3739 0.6075 +[2025-03-24 22:46:48,169 INFO hook.py line 689 2330458] chair : 0.6147 0.7891 +[2025-03-24 22:46:48,169 INFO hook.py line 689 2330458] sofa : 0.2937 0.3256 +[2025-03-24 22:46:48,169 INFO hook.py line 689 2330458] table : 0.4447 0.7028 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] door : 0.2822 0.3424 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] window : 0.1512 0.1759 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] bookshelf : 0.3983 0.5158 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] picture : 0.1717 0.2109 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] counter : 0.2971 0.3485 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] desk : 0.0517 0.0581 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] curtain : 0.1819 0.1962 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] refridgerator : 0.1295 0.1938 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:46:48,170 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:46:48,171 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:46:48,171 INFO hook.py line 689 2330458] otherfurniture : 0.0449 0.0457 +[2025-03-24 22:46:48,171 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:46:48,171 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2625/0.3376/0.7328. +[2025-03-24 22:46:48,172 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:46:48,188 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2692 +[2025-03-24 22:46:48,188 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:46:49,931 INFO hook.py line 566 2330458] Train: [58/100][1/4] Data 0.787 (0.787) Batch 0.962 (0.962) Remain 00:02:44 loss: 0.1580 Lr: 1.25328e-03 +[2025-03-24 22:46:50,139 INFO hook.py line 566 2330458] Train: [58/100][2/4] Data 0.004 (0.004) Batch 0.207 (0.207) Remain 00:00:35 loss: 0.3352 Lr: 1.24106e-03 +[2025-03-24 22:46:50,307 INFO hook.py line 566 2330458] Train: [58/100][3/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:28 loss: 0.1627 Lr: 1.22886e-03 +[2025-03-24 22:46:50,470 INFO hook.py line 566 2330458] Train: [58/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:27 loss: 0.2038 Lr: 1.21667e-03 +[2025-03-24 22:46:50,471 INFO misc.py line 135 2330458] Train result: loss: 0.2149 +[2025-03-24 22:46:50,540 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:47:00,942 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2232 +[2025-03-24 22:47:00,985 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1230 +[2025-03-24 22:47:01,581 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1968 +[2025-03-24 22:47:01,624 INFO hook.py line 748 2330458] Test: [4/78] Loss 1.0423 +[2025-03-24 22:47:01,759 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.3710 +[2025-03-24 22:47:01,810 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6731 +[2025-03-24 22:47:01,856 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0370 +[2025-03-24 22:47:01,881 INFO hook.py line 748 2330458] Test: [8/78] Loss 1.0188 +[2025-03-24 22:47:01,926 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5632 +[2025-03-24 22:47:01,963 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.5549 +[2025-03-24 22:47:02,007 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6319 +[2025-03-24 22:47:02,038 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0065 +[2025-03-24 22:47:02,082 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2046 +[2025-03-24 22:47:02,116 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8288 +[2025-03-24 22:47:02,150 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6533 +[2025-03-24 22:47:02,192 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7661 +[2025-03-24 22:47:02,227 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8928 +[2025-03-24 22:47:02,255 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6176 +[2025-03-24 22:47:02,297 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7950 +[2025-03-24 22:47:02,325 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0095 +[2025-03-24 22:47:02,357 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6384 +[2025-03-24 22:47:02,401 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.0437 +[2025-03-24 22:47:02,428 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6501 +[2025-03-24 22:47:02,468 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6864 +[2025-03-24 22:47:02,505 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8697 +[2025-03-24 22:47:02,542 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9901 +[2025-03-24 22:47:02,591 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6886 +[2025-03-24 22:47:02,620 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7927 +[2025-03-24 22:47:02,648 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8850 +[2025-03-24 22:47:02,699 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.2146 +[2025-03-24 22:47:02,753 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6922 +[2025-03-24 22:47:02,784 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9207 +[2025-03-24 22:47:02,833 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5657 +[2025-03-24 22:47:02,875 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8640 +[2025-03-24 22:47:02,909 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6443 +[2025-03-24 22:47:02,941 INFO hook.py line 748 2330458] Test: [36/78] Loss 2.0223 +[2025-03-24 22:47:02,976 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.2390 +[2025-03-24 22:47:03,010 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7794 +[2025-03-24 22:47:03,067 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0241 +[2025-03-24 22:47:03,111 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5519 +[2025-03-24 22:47:03,149 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6312 +[2025-03-24 22:47:03,184 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.0459 +[2025-03-24 22:47:03,215 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.0878 +[2025-03-24 22:47:03,269 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2604 +[2025-03-24 22:47:03,298 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3835 +[2025-03-24 22:47:03,340 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5503 +[2025-03-24 22:47:03,377 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.1905 +[2025-03-24 22:47:03,408 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.9073 +[2025-03-24 22:47:03,439 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.2094 +[2025-03-24 22:47:03,472 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.5108 +[2025-03-24 22:47:03,501 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.3098 +[2025-03-24 22:47:03,535 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0846 +[2025-03-24 22:47:03,562 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6984 +[2025-03-24 22:47:03,597 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6254 +[2025-03-24 22:47:03,632 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1568 +[2025-03-24 22:47:03,668 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5166 +[2025-03-24 22:47:03,697 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.4393 +[2025-03-24 22:47:03,720 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4694 +[2025-03-24 22:47:03,755 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5823 +[2025-03-24 22:47:03,783 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5054 +[2025-03-24 22:47:03,804 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2746 +[2025-03-24 22:47:03,833 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4357 +[2025-03-24 22:47:03,865 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.9278 +[2025-03-24 22:47:03,916 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.4707 +[2025-03-24 22:47:03,939 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.3874 +[2025-03-24 22:47:03,976 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.1778 +[2025-03-24 22:47:04,011 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.7376 +[2025-03-24 22:47:04,040 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3425 +[2025-03-24 22:47:04,065 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3249 +[2025-03-24 22:47:04,119 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0129 +[2025-03-24 22:47:04,157 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7407 +[2025-03-24 22:47:04,203 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8381 +[2025-03-24 22:47:04,248 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0530 +[2025-03-24 22:47:04,285 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3887 +[2025-03-24 22:47:04,332 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8559 +[2025-03-24 22:47:04,357 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5945 +[2025-03-24 22:47:04,408 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9789 +[2025-03-24 22:47:04,431 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8943 +[2025-03-24 22:47:05,564 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:47:05,565 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:47:05,565 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:47:05,565 INFO hook.py line 689 2330458] wall : 0.6618 0.9639 +[2025-03-24 22:47:05,565 INFO hook.py line 689 2330458] floor : 0.9129 0.9816 +[2025-03-24 22:47:05,565 INFO hook.py line 689 2330458] cabinet : 0.2289 0.2748 +[2025-03-24 22:47:05,565 INFO hook.py line 689 2330458] bed : 0.3728 0.6453 +[2025-03-24 22:47:05,566 INFO hook.py line 689 2330458] chair : 0.6256 0.7578 +[2025-03-24 22:47:05,566 INFO hook.py line 689 2330458] sofa : 0.3906 0.4751 +[2025-03-24 22:47:05,566 INFO hook.py line 689 2330458] table : 0.4514 0.6613 +[2025-03-24 22:47:05,566 INFO hook.py line 689 2330458] door : 0.2586 0.2980 +[2025-03-24 22:47:05,566 INFO hook.py line 689 2330458] window : 0.1400 0.1643 +[2025-03-24 22:47:05,566 INFO hook.py line 689 2330458] bookshelf : 0.4210 0.5271 +[2025-03-24 22:47:05,566 INFO hook.py line 689 2330458] picture : 0.2003 0.2734 +[2025-03-24 22:47:05,567 INFO hook.py line 689 2330458] counter : 0.2921 0.3604 +[2025-03-24 22:47:05,567 INFO hook.py line 689 2330458] desk : 0.0636 0.0738 +[2025-03-24 22:47:05,567 INFO hook.py line 689 2330458] curtain : 0.2637 0.3300 +[2025-03-24 22:47:05,567 INFO hook.py line 689 2330458] refridgerator : 0.1225 0.2413 +[2025-03-24 22:47:05,567 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:47:05,567 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:47:05,567 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:47:05,568 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:47:05,568 INFO hook.py line 689 2330458] otherfurniture : 0.0621 0.0643 +[2025-03-24 22:47:05,568 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:47:05,568 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2734/0.3546/0.7360. +[2025-03-24 22:47:05,569 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:47:05,583 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2734 +[2025-03-24 22:47:05,583 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2734 +[2025-03-24 22:47:05,583 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:47:07,805 INFO hook.py line 566 2330458] Train: [59/100][1/4] Data 0.999 (0.999) Batch 1.168 (1.168) Remain 00:03:15 loss: 0.3723 Lr: 1.20450e-03 +[2025-03-24 22:47:08,004 INFO hook.py line 566 2330458] Train: [59/100][2/4] Data 0.002 (0.002) Batch 0.199 (0.199) Remain 00:00:33 loss: 0.3590 Lr: 1.19236e-03 +[2025-03-24 22:47:08,169 INFO hook.py line 566 2330458] Train: [59/100][3/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:00:27 loss: 0.3667 Lr: 1.18023e-03 +[2025-03-24 22:47:08,326 INFO hook.py line 566 2330458] Train: [59/100][4/4] Data 0.001 (0.001) Batch 0.157 (0.157) Remain 00:00:25 loss: 0.5137 Lr: 1.16813e-03 +[2025-03-24 22:47:08,326 INFO misc.py line 135 2330458] Train result: loss: 0.4029 +[2025-03-24 22:47:08,388 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:47:19,448 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2077 +[2025-03-24 22:47:19,495 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3008 +[2025-03-24 22:47:19,530 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2395 +[2025-03-24 22:47:19,574 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9613 +[2025-03-24 22:47:19,608 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.3058 +[2025-03-24 22:47:19,660 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6661 +[2025-03-24 22:47:19,826 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0167 +[2025-03-24 22:47:19,850 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9700 +[2025-03-24 22:47:19,892 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5682 +[2025-03-24 22:47:19,920 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.5376 +[2025-03-24 22:47:19,961 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5962 +[2025-03-24 22:47:19,999 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0183 +[2025-03-24 22:47:20,043 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2181 +[2025-03-24 22:47:20,077 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8148 +[2025-03-24 22:47:20,111 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.5837 +[2025-03-24 22:47:20,153 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.4690 +[2025-03-24 22:47:20,188 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8667 +[2025-03-24 22:47:20,219 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5293 +[2025-03-24 22:47:20,258 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6816 +[2025-03-24 22:47:20,288 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.9006 +[2025-03-24 22:47:20,320 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5736 +[2025-03-24 22:47:20,356 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8614 +[2025-03-24 22:47:20,380 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5772 +[2025-03-24 22:47:20,420 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7475 +[2025-03-24 22:47:20,458 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9548 +[2025-03-24 22:47:20,503 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9692 +[2025-03-24 22:47:20,550 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4748 +[2025-03-24 22:47:20,586 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7137 +[2025-03-24 22:47:20,612 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8408 +[2025-03-24 22:47:20,663 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1210 +[2025-03-24 22:47:20,719 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5886 +[2025-03-24 22:47:20,750 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.7680 +[2025-03-24 22:47:20,799 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5958 +[2025-03-24 22:47:20,836 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.7985 +[2025-03-24 22:47:20,870 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6787 +[2025-03-24 22:47:20,903 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9522 +[2025-03-24 22:47:20,936 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0998 +[2025-03-24 22:47:20,965 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6601 +[2025-03-24 22:47:21,021 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0559 +[2025-03-24 22:47:21,065 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.5494 +[2025-03-24 22:47:21,104 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6604 +[2025-03-24 22:47:21,129 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.6039 +[2025-03-24 22:47:21,161 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1210 +[2025-03-24 22:47:21,218 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3643 +[2025-03-24 22:47:21,247 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3623 +[2025-03-24 22:47:21,290 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5787 +[2025-03-24 22:47:21,326 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.1104 +[2025-03-24 22:47:21,357 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.9599 +[2025-03-24 22:47:21,390 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.0536 +[2025-03-24 22:47:21,420 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.3271 +[2025-03-24 22:47:21,449 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.5137 +[2025-03-24 22:47:21,484 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9811 +[2025-03-24 22:47:21,513 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7443 +[2025-03-24 22:47:21,549 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6137 +[2025-03-24 22:47:21,586 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1677 +[2025-03-24 22:47:21,622 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5579 +[2025-03-24 22:47:21,651 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.3970 +[2025-03-24 22:47:21,674 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.4076 +[2025-03-24 22:47:21,709 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5862 +[2025-03-24 22:47:21,737 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4620 +[2025-03-24 22:47:21,758 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2735 +[2025-03-24 22:47:21,787 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3884 +[2025-03-24 22:47:21,819 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7573 +[2025-03-24 22:47:21,870 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.4135 +[2025-03-24 22:47:21,894 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.4413 +[2025-03-24 22:47:21,931 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.1363 +[2025-03-24 22:47:21,965 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.7692 +[2025-03-24 22:47:21,994 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1945 +[2025-03-24 22:47:22,020 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3338 +[2025-03-24 22:47:22,073 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0103 +[2025-03-24 22:47:22,111 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7356 +[2025-03-24 22:47:22,158 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8040 +[2025-03-24 22:47:22,203 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1198 +[2025-03-24 22:47:22,240 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3900 +[2025-03-24 22:47:22,287 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8937 +[2025-03-24 22:47:22,312 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6614 +[2025-03-24 22:47:22,363 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0607 +[2025-03-24 22:47:22,386 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0285 +[2025-03-24 22:47:23,440 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:47:23,440 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:47:23,440 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] wall : 0.6626 0.9571 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] floor : 0.9107 0.9868 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] cabinet : 0.2188 0.2584 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] bed : 0.3899 0.6390 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] chair : 0.6230 0.8270 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] sofa : 0.3075 0.3414 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] table : 0.4578 0.6014 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] door : 0.2837 0.3460 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] window : 0.1096 0.1217 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] bookshelf : 0.4498 0.5764 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] picture : 0.1949 0.2645 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] counter : 0.2879 0.3927 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] desk : 0.0900 0.1041 +[2025-03-24 22:47:23,440 INFO hook.py line 689 2330458] curtain : 0.2546 0.3156 +[2025-03-24 22:47:23,441 INFO hook.py line 689 2330458] refridgerator : 0.1289 0.2527 +[2025-03-24 22:47:23,441 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:47:23,441 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:47:23,441 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:47:23,441 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:47:23,441 INFO hook.py line 689 2330458] otherfurniture : 0.0556 0.0583 +[2025-03-24 22:47:23,441 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:47:23,441 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2713/0.3522/0.7370. +[2025-03-24 22:47:23,441 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:47:23,454 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2734 +[2025-03-24 22:47:23,455 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:47:25,238 INFO hook.py line 566 2330458] Train: [60/100][1/4] Data 0.916 (0.916) Batch 1.090 (1.090) Remain 00:02:57 loss: 0.2443 Lr: 1.15605e-03 +[2025-03-24 22:47:25,442 INFO hook.py line 566 2330458] Train: [60/100][2/4] Data 0.017 (0.017) Batch 0.205 (0.205) Remain 00:00:33 loss: 0.3743 Lr: 1.14399e-03 +[2025-03-24 22:47:25,606 INFO hook.py line 566 2330458] Train: [60/100][3/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:00:26 loss: 0.3933 Lr: 1.13196e-03 +[2025-03-24 22:47:25,779 INFO hook.py line 566 2330458] Train: [60/100][4/4] Data 0.001 (0.001) Batch 0.172 (0.172) Remain 00:00:27 loss: 0.3738 Lr: 1.11995e-03 +[2025-03-24 22:47:25,779 INFO misc.py line 135 2330458] Train result: loss: 0.3464 +[2025-03-24 22:47:25,849 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:47:36,326 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2377 +[2025-03-24 22:47:36,969 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3466 +[2025-03-24 22:47:36,999 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2391 +[2025-03-24 22:47:37,043 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9708 +[2025-03-24 22:47:37,077 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.2470 +[2025-03-24 22:47:37,127 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7153 +[2025-03-24 22:47:37,176 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0140 +[2025-03-24 22:47:37,199 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8966 +[2025-03-24 22:47:37,242 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5232 +[2025-03-24 22:47:37,271 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4458 +[2025-03-24 22:47:37,312 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5617 +[2025-03-24 22:47:37,343 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0201 +[2025-03-24 22:47:37,387 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.0905 +[2025-03-24 22:47:37,421 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7365 +[2025-03-24 22:47:37,461 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6121 +[2025-03-24 22:47:37,504 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.4534 +[2025-03-24 22:47:37,538 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7617 +[2025-03-24 22:47:37,568 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6366 +[2025-03-24 22:47:37,609 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.5991 +[2025-03-24 22:47:37,641 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8596 +[2025-03-24 22:47:37,673 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5765 +[2025-03-24 22:47:37,708 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8934 +[2025-03-24 22:47:37,738 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6817 +[2025-03-24 22:47:37,779 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7564 +[2025-03-24 22:47:37,821 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.7909 +[2025-03-24 22:47:37,861 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9274 +[2025-03-24 22:47:37,909 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4598 +[2025-03-24 22:47:37,939 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6503 +[2025-03-24 22:47:37,964 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8586 +[2025-03-24 22:47:38,016 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0775 +[2025-03-24 22:47:38,069 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5407 +[2025-03-24 22:47:38,100 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.7646 +[2025-03-24 22:47:38,148 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6502 +[2025-03-24 22:47:38,186 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.7755 +[2025-03-24 22:47:38,223 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.7076 +[2025-03-24 22:47:38,266 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9309 +[2025-03-24 22:47:38,300 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0874 +[2025-03-24 22:47:38,329 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6515 +[2025-03-24 22:47:38,388 INFO hook.py line 748 2330458] Test: [39/78] Loss 3.0439 +[2025-03-24 22:47:38,440 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4566 +[2025-03-24 22:47:38,483 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6477 +[2025-03-24 22:47:38,509 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.5418 +[2025-03-24 22:47:38,539 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1929 +[2025-03-24 22:47:38,594 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3354 +[2025-03-24 22:47:38,622 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3607 +[2025-03-24 22:47:38,665 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5331 +[2025-03-24 22:47:38,701 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9690 +[2025-03-24 22:47:38,732 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.9516 +[2025-03-24 22:47:38,770 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.0508 +[2025-03-24 22:47:38,804 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2994 +[2025-03-24 22:47:38,839 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.4239 +[2025-03-24 22:47:38,877 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0331 +[2025-03-24 22:47:38,904 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8011 +[2025-03-24 22:47:38,937 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6669 +[2025-03-24 22:47:38,973 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1705 +[2025-03-24 22:47:39,009 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6233 +[2025-03-24 22:47:39,038 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.2243 +[2025-03-24 22:47:39,061 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3758 +[2025-03-24 22:47:39,096 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6164 +[2025-03-24 22:47:39,125 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4522 +[2025-03-24 22:47:39,145 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.0085 +[2025-03-24 22:47:39,174 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3654 +[2025-03-24 22:47:39,206 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6246 +[2025-03-24 22:47:39,257 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.3316 +[2025-03-24 22:47:39,282 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.3908 +[2025-03-24 22:47:39,318 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.0415 +[2025-03-24 22:47:39,353 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.7823 +[2025-03-24 22:47:39,381 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2071 +[2025-03-24 22:47:39,407 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3303 +[2025-03-24 22:47:39,461 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.9578 +[2025-03-24 22:47:39,499 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.6522 +[2025-03-24 22:47:39,546 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7509 +[2025-03-24 22:47:39,590 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1211 +[2025-03-24 22:47:39,628 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3984 +[2025-03-24 22:47:39,674 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8742 +[2025-03-24 22:47:39,699 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6553 +[2025-03-24 22:47:39,750 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0137 +[2025-03-24 22:47:39,773 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0495 +[2025-03-24 22:47:40,815 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:47:40,815 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:47:40,816 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] wall : 0.6657 0.9534 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] floor : 0.9084 0.9873 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] cabinet : 0.2284 0.2771 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] bed : 0.3914 0.6042 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] chair : 0.6198 0.8372 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] sofa : 0.3098 0.3459 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] table : 0.4636 0.6164 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] door : 0.2847 0.3585 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] window : 0.1066 0.1182 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] bookshelf : 0.4328 0.5894 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] picture : 0.1951 0.2504 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] counter : 0.3038 0.4416 +[2025-03-24 22:47:40,816 INFO hook.py line 689 2330458] desk : 0.0950 0.1061 +[2025-03-24 22:47:40,817 INFO hook.py line 689 2330458] curtain : 0.2241 0.2696 +[2025-03-24 22:47:40,817 INFO hook.py line 689 2330458] refridgerator : 0.1388 0.2195 +[2025-03-24 22:47:40,817 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:47:40,817 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:47:40,817 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:47:40,817 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:47:40,817 INFO hook.py line 689 2330458] otherfurniture : 0.0537 0.0566 +[2025-03-24 22:47:40,817 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:47:40,817 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2711/0.3516/0.7375. +[2025-03-24 22:47:40,818 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:47:40,834 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2734 +[2025-03-24 22:47:40,834 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:47:42,383 INFO hook.py line 566 2330458] Train: [61/100][1/4] Data 0.649 (0.649) Batch 0.894 (0.894) Remain 00:02:22 loss: 0.4229 Lr: 1.10797e-03 +[2025-03-24 22:47:42,587 INFO hook.py line 566 2330458] Train: [61/100][2/4] Data 0.034 (0.034) Batch 0.204 (0.204) Remain 00:00:32 loss: 0.2912 Lr: 1.09601e-03 +[2025-03-24 22:47:42,854 INFO hook.py line 566 2330458] Train: [61/100][3/4] Data 0.085 (0.085) Batch 0.267 (0.267) Remain 00:00:41 loss: 0.4142 Lr: 1.08409e-03 +[2025-03-24 22:47:43,026 INFO hook.py line 566 2330458] Train: [61/100][4/4] Data 0.002 (0.002) Batch 0.172 (0.172) Remain 00:00:26 loss: 0.2760 Lr: 1.07219e-03 +[2025-03-24 22:47:43,026 INFO misc.py line 135 2330458] Train result: loss: 0.3511 +[2025-03-24 22:47:43,094 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:47:53,237 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2233 +[2025-03-24 22:47:53,513 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3003 +[2025-03-24 22:47:53,547 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2234 +[2025-03-24 22:47:53,941 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9832 +[2025-03-24 22:47:53,981 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.3097 +[2025-03-24 22:47:54,034 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7619 +[2025-03-24 22:47:54,209 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.9467 +[2025-03-24 22:47:54,246 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8762 +[2025-03-24 22:47:54,288 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5505 +[2025-03-24 22:47:54,316 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4110 +[2025-03-24 22:47:54,358 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6136 +[2025-03-24 22:47:54,450 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0438 +[2025-03-24 22:47:54,492 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.1033 +[2025-03-24 22:47:54,526 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8306 +[2025-03-24 22:47:54,561 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7490 +[2025-03-24 22:47:54,603 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.5714 +[2025-03-24 22:47:54,638 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8423 +[2025-03-24 22:47:54,668 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6893 +[2025-03-24 22:47:54,706 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6004 +[2025-03-24 22:47:54,745 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.1601 +[2025-03-24 22:47:54,777 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6643 +[2025-03-24 22:47:54,817 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3126 +[2025-03-24 22:47:54,842 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7722 +[2025-03-24 22:47:54,882 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7321 +[2025-03-24 22:47:54,922 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8011 +[2025-03-24 22:47:54,959 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9974 +[2025-03-24 22:47:55,008 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8353 +[2025-03-24 22:47:55,037 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7264 +[2025-03-24 22:47:55,063 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9660 +[2025-03-24 22:47:55,114 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1324 +[2025-03-24 22:47:55,169 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8358 +[2025-03-24 22:47:55,206 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1665 +[2025-03-24 22:47:55,256 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7410 +[2025-03-24 22:47:55,298 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8969 +[2025-03-24 22:47:55,331 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6907 +[2025-03-24 22:47:55,363 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.8040 +[2025-03-24 22:47:55,401 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1524 +[2025-03-24 22:47:55,429 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7169 +[2025-03-24 22:47:55,486 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8244 +[2025-03-24 22:47:55,528 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4593 +[2025-03-24 22:47:55,567 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5911 +[2025-03-24 22:47:55,592 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.6168 +[2025-03-24 22:47:55,624 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1848 +[2025-03-24 22:47:55,677 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.0660 +[2025-03-24 22:47:55,708 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4730 +[2025-03-24 22:47:55,750 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4879 +[2025-03-24 22:47:55,793 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.8630 +[2025-03-24 22:47:55,824 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.8607 +[2025-03-24 22:47:55,855 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.0879 +[2025-03-24 22:47:55,886 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.5475 +[2025-03-24 22:47:55,914 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.1961 +[2025-03-24 22:47:55,947 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1912 +[2025-03-24 22:47:55,986 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8044 +[2025-03-24 22:47:56,023 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7197 +[2025-03-24 22:47:56,060 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1890 +[2025-03-24 22:47:56,097 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6703 +[2025-03-24 22:47:56,126 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.0171 +[2025-03-24 22:47:56,149 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2740 +[2025-03-24 22:47:56,184 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6017 +[2025-03-24 22:47:56,213 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.4418 +[2025-03-24 22:47:56,233 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.0204 +[2025-03-24 22:47:56,261 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4025 +[2025-03-24 22:47:56,293 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6982 +[2025-03-24 22:47:56,344 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1537 +[2025-03-24 22:47:56,368 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.2862 +[2025-03-24 22:47:56,405 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.9068 +[2025-03-24 22:47:56,439 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.7969 +[2025-03-24 22:47:56,468 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.4226 +[2025-03-24 22:47:56,494 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3343 +[2025-03-24 22:47:56,547 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.9551 +[2025-03-24 22:47:56,586 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.6407 +[2025-03-24 22:47:56,632 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6915 +[2025-03-24 22:47:56,676 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0501 +[2025-03-24 22:47:56,714 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4193 +[2025-03-24 22:47:56,761 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8267 +[2025-03-24 22:47:56,786 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6328 +[2025-03-24 22:47:56,837 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9335 +[2025-03-24 22:47:56,860 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9319 +[2025-03-24 22:47:57,918 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:47:57,918 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:47:57,918 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:47:57,918 INFO hook.py line 689 2330458] wall : 0.6680 0.9580 +[2025-03-24 22:47:57,918 INFO hook.py line 689 2330458] floor : 0.9098 0.9863 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] cabinet : 0.2393 0.3151 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] bed : 0.3750 0.5585 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] chair : 0.6373 0.7466 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] sofa : 0.4483 0.6068 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] table : 0.4629 0.6385 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] door : 0.2683 0.3352 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] window : 0.0943 0.1052 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] bookshelf : 0.4144 0.5647 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] picture : 0.2011 0.2533 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] counter : 0.2962 0.4296 +[2025-03-24 22:47:57,919 INFO hook.py line 689 2330458] desk : 0.1359 0.1686 +[2025-03-24 22:47:57,920 INFO hook.py line 689 2330458] curtain : 0.2434 0.3114 +[2025-03-24 22:47:57,920 INFO hook.py line 689 2330458] refridgerator : 0.1241 0.2033 +[2025-03-24 22:47:57,920 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:47:57,920 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:47:57,920 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:47:57,920 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:47:57,920 INFO hook.py line 689 2330458] otherfurniture : 0.0645 0.0685 +[2025-03-24 22:47:57,920 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:47:57,920 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2791/0.3625/0.7384. +[2025-03-24 22:47:57,921 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:47:57,926 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2791 +[2025-03-24 22:47:57,926 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2791 +[2025-03-24 22:47:57,926 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:47:59,933 INFO hook.py line 566 2330458] Train: [62/100][1/4] Data 0.767 (0.767) Batch 0.949 (0.949) Remain 00:02:27 loss: 0.3329 Lr: 1.06032e-03 +[2025-03-24 22:48:00,126 INFO hook.py line 566 2330458] Train: [62/100][2/4] Data 0.003 (0.003) Batch 0.193 (0.193) Remain 00:00:29 loss: 0.4581 Lr: 1.04848e-03 +[2025-03-24 22:48:00,295 INFO hook.py line 566 2330458] Train: [62/100][3/4] Data 0.001 (0.001) Batch 0.170 (0.170) Remain 00:00:25 loss: 0.3222 Lr: 1.03667e-03 +[2025-03-24 22:48:00,461 INFO hook.py line 566 2330458] Train: [62/100][4/4] Data 0.002 (0.002) Batch 0.166 (0.166) Remain 00:00:25 loss: 0.3880 Lr: 1.02489e-03 +[2025-03-24 22:48:00,461 INFO misc.py line 135 2330458] Train result: loss: 0.3753 +[2025-03-24 22:48:00,516 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:48:11,642 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.3057 +[2025-03-24 22:48:11,684 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3619 +[2025-03-24 22:48:11,723 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2489 +[2025-03-24 22:48:11,768 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9484 +[2025-03-24 22:48:11,799 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.3513 +[2025-03-24 22:48:11,847 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8378 +[2025-03-24 22:48:11,893 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.9119 +[2025-03-24 22:48:11,918 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8429 +[2025-03-24 22:48:11,960 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5323 +[2025-03-24 22:48:11,989 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.6113 +[2025-03-24 22:48:12,030 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6165 +[2025-03-24 22:48:12,068 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0108 +[2025-03-24 22:48:12,111 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3176 +[2025-03-24 22:48:12,145 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8639 +[2025-03-24 22:48:12,179 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8781 +[2025-03-24 22:48:12,221 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.5532 +[2025-03-24 22:48:12,256 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9538 +[2025-03-24 22:48:12,285 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6425 +[2025-03-24 22:48:12,325 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6539 +[2025-03-24 22:48:12,355 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0600 +[2025-03-24 22:48:12,387 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6187 +[2025-03-24 22:48:12,424 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.3784 +[2025-03-24 22:48:12,449 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7467 +[2025-03-24 22:48:12,498 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7781 +[2025-03-24 22:48:12,534 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.1207 +[2025-03-24 22:48:12,571 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0945 +[2025-03-24 22:48:12,623 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.8810 +[2025-03-24 22:48:12,653 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7479 +[2025-03-24 22:48:12,678 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9193 +[2025-03-24 22:48:12,726 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1055 +[2025-03-24 22:48:12,779 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.8560 +[2025-03-24 22:48:12,812 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1326 +[2025-03-24 22:48:12,861 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.7599 +[2025-03-24 22:48:12,899 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9673 +[2025-03-24 22:48:12,938 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6918 +[2025-03-24 22:48:12,976 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.7273 +[2025-03-24 22:48:13,009 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1064 +[2025-03-24 22:48:13,038 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7154 +[2025-03-24 22:48:13,099 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8633 +[2025-03-24 22:48:13,140 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4679 +[2025-03-24 22:48:13,181 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6795 +[2025-03-24 22:48:13,214 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.9586 +[2025-03-24 22:48:13,249 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2574 +[2025-03-24 22:48:13,300 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1323 +[2025-03-24 22:48:13,340 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.6442 +[2025-03-24 22:48:13,386 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5478 +[2025-03-24 22:48:13,422 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.8769 +[2025-03-24 22:48:13,453 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.8126 +[2025-03-24 22:48:13,485 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.0637 +[2025-03-24 22:48:13,518 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.6658 +[2025-03-24 22:48:13,546 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.0413 +[2025-03-24 22:48:13,580 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1154 +[2025-03-24 22:48:13,611 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8281 +[2025-03-24 22:48:13,648 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7393 +[2025-03-24 22:48:13,687 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1318 +[2025-03-24 22:48:13,722 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6948 +[2025-03-24 22:48:13,752 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9655 +[2025-03-24 22:48:13,775 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2607 +[2025-03-24 22:48:13,809 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5446 +[2025-03-24 22:48:13,838 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5992 +[2025-03-24 22:48:13,857 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.0745 +[2025-03-24 22:48:13,887 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4662 +[2025-03-24 22:48:13,919 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7991 +[2025-03-24 22:48:13,970 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1808 +[2025-03-24 22:48:13,994 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.2177 +[2025-03-24 22:48:14,031 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8172 +[2025-03-24 22:48:14,065 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8470 +[2025-03-24 22:48:14,094 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5361 +[2025-03-24 22:48:14,119 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3027 +[2025-03-24 22:48:14,173 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0678 +[2025-03-24 22:48:14,211 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9382 +[2025-03-24 22:48:14,257 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6623 +[2025-03-24 22:48:14,301 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0637 +[2025-03-24 22:48:14,339 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4500 +[2025-03-24 22:48:14,385 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8870 +[2025-03-24 22:48:14,411 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6569 +[2025-03-24 22:48:14,462 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9982 +[2025-03-24 22:48:14,485 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9550 +[2025-03-24 22:48:15,471 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:48:15,472 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:48:15,472 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:48:15,472 INFO hook.py line 689 2330458] wall : 0.6657 0.9528 +[2025-03-24 22:48:15,472 INFO hook.py line 689 2330458] floor : 0.9067 0.9864 +[2025-03-24 22:48:15,472 INFO hook.py line 689 2330458] cabinet : 0.2278 0.3081 +[2025-03-24 22:48:15,472 INFO hook.py line 689 2330458] bed : 0.3589 0.5425 +[2025-03-24 22:48:15,472 INFO hook.py line 689 2330458] chair : 0.6359 0.7502 +[2025-03-24 22:48:15,472 INFO hook.py line 689 2330458] sofa : 0.3976 0.4950 +[2025-03-24 22:48:15,472 INFO hook.py line 689 2330458] table : 0.4593 0.6242 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] door : 0.2840 0.3800 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] window : 0.0858 0.0942 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] bookshelf : 0.4283 0.5676 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] picture : 0.1779 0.2092 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] counter : 0.2498 0.3162 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] desk : 0.1612 0.2235 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] curtain : 0.2898 0.4054 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] refridgerator : 0.1038 0.1707 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:48:15,473 INFO hook.py line 689 2330458] sink : 0.0000 0.0000 +[2025-03-24 22:48:15,474 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:48:15,474 INFO hook.py line 689 2330458] otherfurniture : 0.0503 0.0512 +[2025-03-24 22:48:15,474 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:48:15,474 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2741/0.3539/0.7356. +[2025-03-24 22:48:15,475 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:48:15,487 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2791 +[2025-03-24 22:48:15,487 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:48:17,457 INFO hook.py line 566 2330458] Train: [63/100][1/4] Data 1.126 (1.126) Batch 1.319 (1.319) Remain 00:03:19 loss: 0.3548 Lr: 1.01315e-03 +[2025-03-24 22:48:17,643 INFO hook.py line 566 2330458] Train: [63/100][2/4] Data 0.002 (0.002) Batch 0.187 (0.187) Remain 00:00:28 loss: 0.3774 Lr: 1.00144e-03 +[2025-03-24 22:48:17,815 INFO hook.py line 566 2330458] Train: [63/100][3/4] Data 0.001 (0.001) Batch 0.172 (0.172) Remain 00:00:25 loss: 0.4745 Lr: 9.89761e-04 +[2025-03-24 22:48:17,981 INFO hook.py line 566 2330458] Train: [63/100][4/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:24 loss: 0.4182 Lr: 9.78119e-04 +[2025-03-24 22:48:17,981 INFO misc.py line 135 2330458] Train result: loss: 0.4062 +[2025-03-24 22:48:18,046 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:48:28,182 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.4081 +[2025-03-24 22:48:28,821 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4678 +[2025-03-24 22:48:29,096 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3452 +[2025-03-24 22:48:29,214 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9273 +[2025-03-24 22:48:29,242 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.3838 +[2025-03-24 22:48:29,305 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.9422 +[2025-03-24 22:48:29,352 INFO hook.py line 748 2330458] Test: [7/78] Loss 2.0239 +[2025-03-24 22:48:29,377 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8622 +[2025-03-24 22:48:29,420 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5129 +[2025-03-24 22:48:29,452 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.7006 +[2025-03-24 22:48:29,496 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6406 +[2025-03-24 22:48:29,525 INFO hook.py line 748 2330458] Test: [12/78] Loss 0.9457 +[2025-03-24 22:48:29,569 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.5969 +[2025-03-24 22:48:29,602 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8189 +[2025-03-24 22:48:29,636 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.9555 +[2025-03-24 22:48:29,679 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6769 +[2025-03-24 22:48:29,726 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8758 +[2025-03-24 22:48:29,762 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6960 +[2025-03-24 22:48:29,803 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.7080 +[2025-03-24 22:48:29,832 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7881 +[2025-03-24 22:48:29,866 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5617 +[2025-03-24 22:48:29,902 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.0003 +[2025-03-24 22:48:29,928 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.8237 +[2025-03-24 22:48:29,969 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.8331 +[2025-03-24 22:48:30,008 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.1214 +[2025-03-24 22:48:30,045 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1489 +[2025-03-24 22:48:30,094 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6427 +[2025-03-24 22:48:30,132 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.8477 +[2025-03-24 22:48:30,159 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8576 +[2025-03-24 22:48:30,215 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1251 +[2025-03-24 22:48:30,269 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6771 +[2025-03-24 22:48:30,300 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9230 +[2025-03-24 22:48:30,347 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6440 +[2025-03-24 22:48:30,382 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9517 +[2025-03-24 22:48:30,421 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6851 +[2025-03-24 22:48:30,460 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.8237 +[2025-03-24 22:48:30,494 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0735 +[2025-03-24 22:48:30,521 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6844 +[2025-03-24 22:48:30,577 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9149 +[2025-03-24 22:48:30,618 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4197 +[2025-03-24 22:48:30,660 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6693 +[2025-03-24 22:48:30,695 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.7459 +[2025-03-24 22:48:30,730 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3407 +[2025-03-24 22:48:30,780 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3393 +[2025-03-24 22:48:30,811 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.6396 +[2025-03-24 22:48:30,854 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.3487 +[2025-03-24 22:48:30,891 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9257 +[2025-03-24 22:48:30,928 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.0068 +[2025-03-24 22:48:30,964 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.0182 +[2025-03-24 22:48:31,002 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7210 +[2025-03-24 22:48:31,035 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.2252 +[2025-03-24 22:48:31,068 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1207 +[2025-03-24 22:48:31,095 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7915 +[2025-03-24 22:48:31,132 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7355 +[2025-03-24 22:48:31,169 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.0839 +[2025-03-24 22:48:31,205 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6082 +[2025-03-24 22:48:31,233 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.0593 +[2025-03-24 22:48:31,256 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3190 +[2025-03-24 22:48:31,290 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.4795 +[2025-03-24 22:48:31,319 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6608 +[2025-03-24 22:48:31,339 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2044 +[2025-03-24 22:48:31,368 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4574 +[2025-03-24 22:48:31,400 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7739 +[2025-03-24 22:48:31,450 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.3849 +[2025-03-24 22:48:31,475 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.4181 +[2025-03-24 22:48:31,512 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8896 +[2025-03-24 22:48:31,546 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8785 +[2025-03-24 22:48:31,574 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5908 +[2025-03-24 22:48:31,601 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2848 +[2025-03-24 22:48:31,654 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.1131 +[2025-03-24 22:48:31,692 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0299 +[2025-03-24 22:48:31,739 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6880 +[2025-03-24 22:48:31,783 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0494 +[2025-03-24 22:48:31,821 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4300 +[2025-03-24 22:48:31,868 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8402 +[2025-03-24 22:48:31,895 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6953 +[2025-03-24 22:48:31,946 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9166 +[2025-03-24 22:48:31,968 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9316 +[2025-03-24 22:48:32,975 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:48:32,976 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:48:32,976 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:48:32,976 INFO hook.py line 689 2330458] wall : 0.6487 0.9601 +[2025-03-24 22:48:32,976 INFO hook.py line 689 2330458] floor : 0.9088 0.9856 +[2025-03-24 22:48:32,976 INFO hook.py line 689 2330458] cabinet : 0.2056 0.2481 +[2025-03-24 22:48:32,976 INFO hook.py line 689 2330458] bed : 0.3744 0.5369 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] chair : 0.6306 0.8156 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] sofa : 0.2747 0.2969 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] table : 0.4649 0.6532 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] door : 0.2742 0.3595 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] window : 0.0726 0.0783 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] bookshelf : 0.4091 0.5138 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] picture : 0.1613 0.1846 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] counter : 0.2345 0.2775 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] desk : 0.1499 0.2007 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] curtain : 0.2148 0.2577 +[2025-03-24 22:48:32,977 INFO hook.py line 689 2330458] refridgerator : 0.0868 0.1414 +[2025-03-24 22:48:32,978 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:48:32,978 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:48:32,978 INFO hook.py line 689 2330458] sink : 0.0004 0.0004 +[2025-03-24 22:48:32,978 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:48:32,978 INFO hook.py line 689 2330458] otherfurniture : 0.0525 0.0532 +[2025-03-24 22:48:32,978 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:48:32,978 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2582/0.3282/0.7309. +[2025-03-24 22:48:32,979 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:48:32,992 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2791 +[2025-03-24 22:48:32,992 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:48:34,949 INFO hook.py line 566 2330458] Train: [64/100][1/4] Data 1.135 (1.135) Batch 1.324 (1.324) Remain 00:03:14 loss: 0.1987 Lr: 9.66513e-04 +[2025-03-24 22:48:35,130 INFO hook.py line 566 2330458] Train: [64/100][2/4] Data 0.001 (0.001) Batch 0.181 (0.181) Remain 00:00:26 loss: 0.2164 Lr: 9.54943e-04 +[2025-03-24 22:48:35,286 INFO hook.py line 566 2330458] Train: [64/100][3/4] Data 0.001 (0.001) Batch 0.156 (0.156) Remain 00:00:22 loss: 0.2193 Lr: 9.43410e-04 +[2025-03-24 22:48:35,449 INFO hook.py line 566 2330458] Train: [64/100][4/4] Data 0.001 (0.001) Batch 0.163 (0.163) Remain 00:00:23 loss: 0.1182 Lr: 9.31915e-04 +[2025-03-24 22:48:35,449 INFO misc.py line 135 2330458] Train result: loss: 0.1881 +[2025-03-24 22:48:35,515 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:48:45,926 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.4088 +[2025-03-24 22:48:46,573 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.4616 +[2025-03-24 22:48:46,635 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.3805 +[2025-03-24 22:48:46,679 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9619 +[2025-03-24 22:48:46,711 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.3621 +[2025-03-24 22:48:46,763 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.9096 +[2025-03-24 22:48:46,809 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.9658 +[2025-03-24 22:48:46,836 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9232 +[2025-03-24 22:48:46,881 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5804 +[2025-03-24 22:48:46,913 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.8388 +[2025-03-24 22:48:46,987 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6471 +[2025-03-24 22:48:47,017 INFO hook.py line 748 2330458] Test: [12/78] Loss 0.9783 +[2025-03-24 22:48:47,061 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.7959 +[2025-03-24 22:48:47,100 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8480 +[2025-03-24 22:48:47,134 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8951 +[2025-03-24 22:48:47,176 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5376 +[2025-03-24 22:48:47,211 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8519 +[2025-03-24 22:48:47,239 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6062 +[2025-03-24 22:48:47,282 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8529 +[2025-03-24 22:48:47,313 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.9036 +[2025-03-24 22:48:47,345 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5530 +[2025-03-24 22:48:47,381 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9791 +[2025-03-24 22:48:47,406 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7533 +[2025-03-24 22:48:47,445 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.8118 +[2025-03-24 22:48:47,484 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0789 +[2025-03-24 22:48:47,521 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.1310 +[2025-03-24 22:48:47,570 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4646 +[2025-03-24 22:48:47,600 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.8965 +[2025-03-24 22:48:47,629 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8354 +[2025-03-24 22:48:47,678 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1250 +[2025-03-24 22:48:47,733 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6331 +[2025-03-24 22:48:47,764 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.8869 +[2025-03-24 22:48:47,815 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5695 +[2025-03-24 22:48:47,851 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9887 +[2025-03-24 22:48:47,888 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6575 +[2025-03-24 22:48:47,921 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.9283 +[2025-03-24 22:48:47,953 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1201 +[2025-03-24 22:48:47,992 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7131 +[2025-03-24 22:48:48,048 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9952 +[2025-03-24 22:48:48,094 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4452 +[2025-03-24 22:48:48,133 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6443 +[2025-03-24 22:48:48,158 INFO hook.py line 748 2330458] Test: [42/78] Loss 3.0756 +[2025-03-24 22:48:48,190 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.3227 +[2025-03-24 22:48:48,245 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.4198 +[2025-03-24 22:48:48,282 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.5361 +[2025-03-24 22:48:48,325 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.3837 +[2025-03-24 22:48:48,360 INFO hook.py line 748 2330458] Test: [47/78] Loss 3.0324 +[2025-03-24 22:48:48,391 INFO hook.py line 748 2330458] Test: [48/78] Loss 2.1159 +[2025-03-24 22:48:48,424 INFO hook.py line 748 2330458] Test: [49/78] Loss 3.0042 +[2025-03-24 22:48:48,456 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.7069 +[2025-03-24 22:48:48,485 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.3956 +[2025-03-24 22:48:48,523 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.1038 +[2025-03-24 22:48:48,550 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7579 +[2025-03-24 22:48:48,586 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7253 +[2025-03-24 22:48:48,622 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1194 +[2025-03-24 22:48:48,657 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5505 +[2025-03-24 22:48:48,686 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.1789 +[2025-03-24 22:48:48,709 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3163 +[2025-03-24 22:48:48,743 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5368 +[2025-03-24 22:48:48,772 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6487 +[2025-03-24 22:48:48,792 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.3230 +[2025-03-24 22:48:48,821 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4521 +[2025-03-24 22:48:48,853 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8437 +[2025-03-24 22:48:48,904 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.4556 +[2025-03-24 22:48:48,927 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.4598 +[2025-03-24 22:48:48,964 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.9870 +[2025-03-24 22:48:48,999 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9176 +[2025-03-24 22:48:49,028 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.5740 +[2025-03-24 22:48:49,055 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2608 +[2025-03-24 22:48:49,108 INFO hook.py line 748 2330458] Test: [70/78] Loss 2.0718 +[2025-03-24 22:48:49,146 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0164 +[2025-03-24 22:48:49,192 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7100 +[2025-03-24 22:48:49,237 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.0849 +[2025-03-24 22:48:49,274 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4406 +[2025-03-24 22:48:49,321 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8782 +[2025-03-24 22:48:49,346 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.6161 +[2025-03-24 22:48:49,397 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8880 +[2025-03-24 22:48:49,421 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9472 +[2025-03-24 22:48:50,443 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:48:50,444 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:48:50,444 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] wall : 0.6379 0.9686 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] floor : 0.9092 0.9839 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] cabinet : 0.1900 0.2152 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] bed : 0.3886 0.5688 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] chair : 0.6299 0.8170 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] sofa : 0.2252 0.2362 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] table : 0.4682 0.6436 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] door : 0.2590 0.3156 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] window : 0.0931 0.1038 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] bookshelf : 0.3959 0.5039 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] picture : 0.1591 0.1861 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] counter : 0.2550 0.3039 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] desk : 0.1339 0.1684 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] curtain : 0.2119 0.2498 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] refridgerator : 0.0855 0.1132 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] sink : 0.0031 0.0031 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:48:50,444 INFO hook.py line 689 2330458] otherfurniture : 0.0616 0.0631 +[2025-03-24 22:48:50,444 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:48:50,444 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2554/0.3222/0.7292. +[2025-03-24 22:48:50,445 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:48:50,458 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2791 +[2025-03-24 22:48:50,458 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:48:52,366 INFO hook.py line 566 2330458] Train: [65/100][1/4] Data 1.100 (1.100) Batch 1.297 (1.297) Remain 00:03:05 loss: 0.1840 Lr: 9.20459e-04 +[2025-03-24 22:48:52,583 INFO hook.py line 566 2330458] Train: [65/100][2/4] Data 0.001 (0.001) Batch 0.217 (0.217) Remain 00:00:30 loss: 0.1088 Lr: 9.09043e-04 +[2025-03-24 22:48:52,751 INFO hook.py line 566 2330458] Train: [65/100][3/4] Data 0.002 (0.002) Batch 0.168 (0.168) Remain 00:00:23 loss: 0.4807 Lr: 8.97667e-04 +[2025-03-24 22:48:52,919 INFO hook.py line 566 2330458] Train: [65/100][4/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:23 loss: 0.2861 Lr: 8.86332e-04 +[2025-03-24 22:48:52,919 INFO misc.py line 135 2330458] Train result: loss: 0.2649 +[2025-03-24 22:48:52,984 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:49:03,410 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.3196 +[2025-03-24 22:49:03,626 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3949 +[2025-03-24 22:49:03,666 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2431 +[2025-03-24 22:49:03,720 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9700 +[2025-03-24 22:49:03,760 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.2777 +[2025-03-24 22:49:03,815 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.8299 +[2025-03-24 22:49:03,901 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.7718 +[2025-03-24 22:49:03,930 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8892 +[2025-03-24 22:49:03,972 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6367 +[2025-03-24 22:49:04,002 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.5963 +[2025-03-24 22:49:04,050 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6372 +[2025-03-24 22:49:04,091 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0168 +[2025-03-24 22:49:04,139 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.8283 +[2025-03-24 22:49:04,172 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.9582 +[2025-03-24 22:49:04,207 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7856 +[2025-03-24 22:49:04,248 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5912 +[2025-03-24 22:49:04,291 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9265 +[2025-03-24 22:49:04,328 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4798 +[2025-03-24 22:49:04,366 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8343 +[2025-03-24 22:49:04,395 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0608 +[2025-03-24 22:49:04,426 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5702 +[2025-03-24 22:49:04,463 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9922 +[2025-03-24 22:49:04,487 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5539 +[2025-03-24 22:49:04,526 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7284 +[2025-03-24 22:49:04,574 INFO hook.py line 748 2330458] Test: [25/78] Loss 3.0335 +[2025-03-24 22:49:04,610 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0708 +[2025-03-24 22:49:04,657 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4972 +[2025-03-24 22:49:04,686 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.8599 +[2025-03-24 22:49:04,719 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8338 +[2025-03-24 22:49:04,770 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1064 +[2025-03-24 22:49:04,823 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6845 +[2025-03-24 22:49:04,855 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9173 +[2025-03-24 22:49:04,905 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5808 +[2025-03-24 22:49:04,939 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9379 +[2025-03-24 22:49:04,976 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6354 +[2025-03-24 22:49:05,018 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.8669 +[2025-03-24 22:49:05,051 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1213 +[2025-03-24 22:49:05,077 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7432 +[2025-03-24 22:49:05,133 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9094 +[2025-03-24 22:49:05,183 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4141 +[2025-03-24 22:49:05,221 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6581 +[2025-03-24 22:49:05,247 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.9077 +[2025-03-24 22:49:05,279 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2472 +[2025-03-24 22:49:05,330 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3739 +[2025-03-24 22:49:05,362 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3565 +[2025-03-24 22:49:05,404 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4550 +[2025-03-24 22:49:05,440 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9764 +[2025-03-24 22:49:05,473 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.9495 +[2025-03-24 22:49:05,506 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.9155 +[2025-03-24 22:49:05,545 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.5440 +[2025-03-24 22:49:05,579 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.4166 +[2025-03-24 22:49:05,617 INFO hook.py line 748 2330458] Test: [52/78] Loss 2.0353 +[2025-03-24 22:49:05,643 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7426 +[2025-03-24 22:49:05,680 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6948 +[2025-03-24 22:49:05,717 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2058 +[2025-03-24 22:49:05,753 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5657 +[2025-03-24 22:49:05,782 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.1928 +[2025-03-24 22:49:05,805 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2160 +[2025-03-24 22:49:05,840 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5886 +[2025-03-24 22:49:05,868 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6325 +[2025-03-24 22:49:05,888 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.4438 +[2025-03-24 22:49:05,918 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4266 +[2025-03-24 22:49:05,950 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.8323 +[2025-03-24 22:49:06,001 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.4232 +[2025-03-24 22:49:06,024 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.3149 +[2025-03-24 22:49:06,061 INFO hook.py line 748 2330458] Test: [66/78] Loss 2.0123 +[2025-03-24 22:49:06,096 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9680 +[2025-03-24 22:49:06,124 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.4165 +[2025-03-24 22:49:06,151 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2718 +[2025-03-24 22:49:06,204 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.9623 +[2025-03-24 22:49:06,242 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9866 +[2025-03-24 22:49:06,289 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7367 +[2025-03-24 22:49:06,333 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1464 +[2025-03-24 22:49:06,371 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4466 +[2025-03-24 22:49:06,418 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9365 +[2025-03-24 22:49:06,442 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5303 +[2025-03-24 22:49:06,493 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9532 +[2025-03-24 22:49:06,517 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0386 +[2025-03-24 22:49:07,490 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:49:07,491 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:49:07,491 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] wall : 0.6404 0.9646 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] floor : 0.9065 0.9832 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] cabinet : 0.2147 0.2471 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] bed : 0.3921 0.5949 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] chair : 0.6450 0.8030 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] sofa : 0.2532 0.2672 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] table : 0.4647 0.5844 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] door : 0.2821 0.3494 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] window : 0.1180 0.1361 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] bookshelf : 0.4075 0.5144 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] picture : 0.1696 0.2078 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] counter : 0.2725 0.3449 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] desk : 0.1655 0.2162 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] curtain : 0.2691 0.3419 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] refridgerator : 0.1066 0.1444 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] sink : 0.0199 0.0219 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:49:07,491 INFO hook.py line 689 2330458] otherfurniture : 0.0644 0.0671 +[2025-03-24 22:49:07,491 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:49:07,492 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2696/0.3394/0.7328. +[2025-03-24 22:49:07,492 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:49:07,502 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2791 +[2025-03-24 22:49:07,502 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:49:09,241 INFO hook.py line 566 2330458] Train: [66/100][1/4] Data 0.951 (0.951) Batch 1.135 (1.135) Remain 00:02:37 loss: 0.1531 Lr: 8.75040e-04 +[2025-03-24 22:49:09,419 INFO hook.py line 566 2330458] Train: [66/100][2/4] Data 0.002 (0.002) Batch 0.178 (0.178) Remain 00:00:24 loss: 0.2667 Lr: 8.63790e-04 +[2025-03-24 22:49:09,585 INFO hook.py line 566 2330458] Train: [66/100][3/4] Data 0.002 (0.002) Batch 0.167 (0.167) Remain 00:00:22 loss: 0.4915 Lr: 8.52583e-04 +[2025-03-24 22:49:09,735 INFO hook.py line 566 2330458] Train: [66/100][4/4] Data 0.001 (0.001) Batch 0.150 (0.150) Remain 00:00:20 loss: 0.3163 Lr: 8.41421e-04 +[2025-03-24 22:49:09,735 INFO misc.py line 135 2330458] Train result: loss: 0.3069 +[2025-03-24 22:49:09,800 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:49:20,369 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2709 +[2025-03-24 22:49:20,409 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.3270 +[2025-03-24 22:49:20,449 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1769 +[2025-03-24 22:49:20,790 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9789 +[2025-03-24 22:49:20,824 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.2478 +[2025-03-24 22:49:20,874 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7735 +[2025-03-24 22:49:21,121 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.6873 +[2025-03-24 22:49:21,148 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8783 +[2025-03-24 22:49:21,192 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6251 +[2025-03-24 22:49:21,225 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4090 +[2025-03-24 22:49:21,567 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6431 +[2025-03-24 22:49:21,605 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0417 +[2025-03-24 22:49:21,648 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.6891 +[2025-03-24 22:49:21,682 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.9850 +[2025-03-24 22:49:21,716 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7780 +[2025-03-24 22:49:21,757 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6025 +[2025-03-24 22:49:21,792 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9387 +[2025-03-24 22:49:21,823 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4917 +[2025-03-24 22:49:21,864 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.8422 +[2025-03-24 22:49:21,894 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0831 +[2025-03-24 22:49:21,926 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5839 +[2025-03-24 22:49:21,963 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.0974 +[2025-03-24 22:49:21,995 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4864 +[2025-03-24 22:49:22,038 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6923 +[2025-03-24 22:49:22,075 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9501 +[2025-03-24 22:49:22,112 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0273 +[2025-03-24 22:49:22,158 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5877 +[2025-03-24 22:49:22,188 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.8223 +[2025-03-24 22:49:22,214 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8740 +[2025-03-24 22:49:22,263 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1361 +[2025-03-24 22:49:22,319 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.7288 +[2025-03-24 22:49:22,349 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0334 +[2025-03-24 22:49:22,398 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5605 +[2025-03-24 22:49:22,438 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8906 +[2025-03-24 22:49:22,480 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6221 +[2025-03-24 22:49:22,518 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6949 +[2025-03-24 22:49:22,550 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1403 +[2025-03-24 22:49:22,577 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7430 +[2025-03-24 22:49:22,633 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8181 +[2025-03-24 22:49:22,674 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4204 +[2025-03-24 22:49:22,716 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7006 +[2025-03-24 22:49:22,742 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.4424 +[2025-03-24 22:49:22,774 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1927 +[2025-03-24 22:49:22,829 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2982 +[2025-03-24 22:49:22,861 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3320 +[2025-03-24 22:49:22,905 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5037 +[2025-03-24 22:49:22,940 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9779 +[2025-03-24 22:49:22,971 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.8026 +[2025-03-24 22:49:23,005 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.8871 +[2025-03-24 22:49:23,039 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.5546 +[2025-03-24 22:49:23,068 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.3040 +[2025-03-24 22:49:23,100 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9706 +[2025-03-24 22:49:23,128 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7271 +[2025-03-24 22:49:23,163 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6492 +[2025-03-24 22:49:23,197 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2222 +[2025-03-24 22:49:23,234 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5556 +[2025-03-24 22:49:23,262 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.0916 +[2025-03-24 22:49:23,286 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1732 +[2025-03-24 22:49:23,320 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6064 +[2025-03-24 22:49:23,348 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6009 +[2025-03-24 22:49:23,368 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.4856 +[2025-03-24 22:49:23,397 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4119 +[2025-03-24 22:49:23,429 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7865 +[2025-03-24 22:49:23,480 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.3391 +[2025-03-24 22:49:23,506 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1515 +[2025-03-24 22:49:23,543 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.9159 +[2025-03-24 22:49:23,577 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9228 +[2025-03-24 22:49:23,606 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3599 +[2025-03-24 22:49:23,632 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2955 +[2025-03-24 22:49:23,685 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.8683 +[2025-03-24 22:49:23,724 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9658 +[2025-03-24 22:49:23,770 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7528 +[2025-03-24 22:49:23,814 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1105 +[2025-03-24 22:49:23,851 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3951 +[2025-03-24 22:49:23,898 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9084 +[2025-03-24 22:49:23,923 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5028 +[2025-03-24 22:49:23,974 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0026 +[2025-03-24 22:49:23,997 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0193 +[2025-03-24 22:49:24,990 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:49:24,990 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:49:24,990 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:49:24,990 INFO hook.py line 689 2330458] wall : 0.6521 0.9638 +[2025-03-24 22:49:24,990 INFO hook.py line 689 2330458] floor : 0.9055 0.9852 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] cabinet : 0.2261 0.2637 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] bed : 0.4019 0.6053 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] chair : 0.6538 0.7894 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] sofa : 0.3293 0.3587 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] table : 0.4575 0.5665 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] door : 0.2941 0.3599 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] window : 0.1269 0.1481 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] bookshelf : 0.4024 0.4992 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] picture : 0.1681 0.2145 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] counter : 0.2960 0.4108 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] desk : 0.1913 0.2623 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] curtain : 0.2720 0.3572 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] refridgerator : 0.1414 0.2532 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] sink : 0.0373 0.0452 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:49:24,991 INFO hook.py line 689 2330458] otherfurniture : 0.0699 0.0745 +[2025-03-24 22:49:24,991 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:49:24,991 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2813/0.3579/0.7373. +[2025-03-24 22:49:24,991 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:49:25,003 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2813 +[2025-03-24 22:49:25,003 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2813 +[2025-03-24 22:49:25,003 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:49:27,061 INFO hook.py line 566 2330458] Train: [67/100][1/4] Data 0.854 (0.854) Batch 1.037 (1.037) Remain 00:02:19 loss: 0.2135 Lr: 8.30304e-04 +[2025-03-24 22:49:27,253 INFO hook.py line 566 2330458] Train: [67/100][2/4] Data 0.013 (0.013) Batch 0.192 (0.192) Remain 00:00:25 loss: 0.3320 Lr: 8.19232e-04 +[2025-03-24 22:49:27,421 INFO hook.py line 566 2330458] Train: [67/100][3/4] Data 0.001 (0.001) Batch 0.169 (0.169) Remain 00:00:22 loss: 0.3681 Lr: 8.08207e-04 +[2025-03-24 22:49:27,583 INFO hook.py line 566 2330458] Train: [67/100][4/4] Data 0.001 (0.001) Batch 0.162 (0.162) Remain 00:00:21 loss: 0.2832 Lr: 7.97230e-04 +[2025-03-24 22:49:27,583 INFO misc.py line 135 2330458] Train result: loss: 0.2992 +[2025-03-24 22:49:27,654 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:49:38,020 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2481 +[2025-03-24 22:49:38,584 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.2142 +[2025-03-24 22:49:38,625 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1582 +[2025-03-24 22:49:38,668 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9670 +[2025-03-24 22:49:38,698 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.2091 +[2025-03-24 22:49:38,846 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7652 +[2025-03-24 22:49:38,892 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.6778 +[2025-03-24 22:49:38,919 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8614 +[2025-03-24 22:49:39,041 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5970 +[2025-03-24 22:49:39,069 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3931 +[2025-03-24 22:49:39,114 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5794 +[2025-03-24 22:49:39,144 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0893 +[2025-03-24 22:49:39,188 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.5403 +[2025-03-24 22:49:39,222 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.9558 +[2025-03-24 22:49:39,256 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7715 +[2025-03-24 22:49:39,298 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7799 +[2025-03-24 22:49:39,333 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8912 +[2025-03-24 22:49:39,367 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6119 +[2025-03-24 22:49:39,407 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6937 +[2025-03-24 22:49:39,437 INFO hook.py line 748 2330458] Test: [20/78] Loss 2.0185 +[2025-03-24 22:49:39,469 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5989 +[2025-03-24 22:49:39,505 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.1579 +[2025-03-24 22:49:39,539 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5511 +[2025-03-24 22:49:39,585 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6838 +[2025-03-24 22:49:39,625 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8466 +[2025-03-24 22:49:39,662 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0048 +[2025-03-24 22:49:39,708 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.7160 +[2025-03-24 22:49:39,737 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7224 +[2025-03-24 22:49:39,762 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8973 +[2025-03-24 22:49:39,818 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1425 +[2025-03-24 22:49:39,871 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.7676 +[2025-03-24 22:49:39,902 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9789 +[2025-03-24 22:49:39,952 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5596 +[2025-03-24 22:49:39,991 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9184 +[2025-03-24 22:49:40,026 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6327 +[2025-03-24 22:49:40,059 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6645 +[2025-03-24 22:49:40,092 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1460 +[2025-03-24 22:49:40,120 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7380 +[2025-03-24 22:49:40,176 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7608 +[2025-03-24 22:49:40,220 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.4136 +[2025-03-24 22:49:40,259 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7150 +[2025-03-24 22:49:40,293 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.1129 +[2025-03-24 22:49:40,327 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1835 +[2025-03-24 22:49:40,378 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2075 +[2025-03-24 22:49:40,409 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3281 +[2025-03-24 22:49:40,453 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4666 +[2025-03-24 22:49:40,500 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.8715 +[2025-03-24 22:49:40,534 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.7152 +[2025-03-24 22:49:40,565 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.8634 +[2025-03-24 22:49:40,600 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.5499 +[2025-03-24 22:49:40,634 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.3017 +[2025-03-24 22:49:40,668 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9493 +[2025-03-24 22:49:40,698 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7439 +[2025-03-24 22:49:40,736 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6622 +[2025-03-24 22:49:40,773 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2230 +[2025-03-24 22:49:40,809 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5570 +[2025-03-24 22:49:40,839 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.0356 +[2025-03-24 22:49:40,862 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1537 +[2025-03-24 22:49:40,896 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.6179 +[2025-03-24 22:49:40,925 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5529 +[2025-03-24 22:49:40,945 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.3925 +[2025-03-24 22:49:40,974 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4131 +[2025-03-24 22:49:41,007 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6817 +[2025-03-24 22:49:41,058 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2552 +[2025-03-24 22:49:41,081 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1228 +[2025-03-24 22:49:41,119 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8663 +[2025-03-24 22:49:41,153 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9176 +[2025-03-24 22:49:41,182 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3358 +[2025-03-24 22:49:41,209 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2960 +[2025-03-24 22:49:41,262 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.8533 +[2025-03-24 22:49:41,300 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9720 +[2025-03-24 22:49:41,347 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7262 +[2025-03-24 22:49:41,392 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1147 +[2025-03-24 22:49:41,430 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.3919 +[2025-03-24 22:49:41,477 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9001 +[2025-03-24 22:49:41,502 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5439 +[2025-03-24 22:49:41,553 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0654 +[2025-03-24 22:49:41,576 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0030 +[2025-03-24 22:49:42,578 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:49:42,578 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:49:42,578 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:49:42,578 INFO hook.py line 689 2330458] wall : 0.6591 0.9616 +[2025-03-24 22:49:42,579 INFO hook.py line 689 2330458] floor : 0.9024 0.9856 +[2025-03-24 22:49:42,579 INFO hook.py line 689 2330458] cabinet : 0.2248 0.2642 +[2025-03-24 22:49:42,579 INFO hook.py line 689 2330458] bed : 0.4016 0.6036 +[2025-03-24 22:49:42,579 INFO hook.py line 689 2330458] chair : 0.6536 0.7856 +[2025-03-24 22:49:42,579 INFO hook.py line 689 2330458] sofa : 0.3717 0.4222 +[2025-03-24 22:49:42,579 INFO hook.py line 689 2330458] table : 0.4522 0.5660 +[2025-03-24 22:49:42,579 INFO hook.py line 689 2330458] door : 0.3017 0.3747 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] window : 0.1348 0.1578 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] bookshelf : 0.4142 0.5359 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] picture : 0.1716 0.2276 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] counter : 0.3115 0.4760 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] desk : 0.1974 0.2621 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] curtain : 0.2411 0.2975 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] refridgerator : 0.1544 0.2946 +[2025-03-24 22:49:42,580 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:49:42,581 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:49:42,581 INFO hook.py line 689 2330458] sink : 0.0348 0.0396 +[2025-03-24 22:49:42,581 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:49:42,581 INFO hook.py line 689 2330458] otherfurniture : 0.0599 0.0630 +[2025-03-24 22:49:42,581 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:49:42,581 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2843/0.3659/0.7390. +[2025-03-24 22:49:42,582 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:49:42,587 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2843 +[2025-03-24 22:49:42,587 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2843 +[2025-03-24 22:49:42,587 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:49:44,866 INFO hook.py line 566 2330458] Train: [68/100][1/4] Data 1.024 (1.024) Batch 1.209 (1.209) Remain 00:02:38 loss: 0.3269 Lr: 7.86300e-04 +[2025-03-24 22:49:45,033 INFO hook.py line 566 2330458] Train: [68/100][2/4] Data 0.003 (0.003) Batch 0.167 (0.167) Remain 00:00:21 loss: 0.3561 Lr: 7.75420e-04 +[2025-03-24 22:49:45,203 INFO hook.py line 566 2330458] Train: [68/100][3/4] Data 0.001 (0.001) Batch 0.170 (0.170) Remain 00:00:21 loss: 0.2754 Lr: 7.64588e-04 +[2025-03-24 22:49:45,385 INFO hook.py line 566 2330458] Train: [68/100][4/4] Data 0.001 (0.001) Batch 0.182 (0.182) Remain 00:00:23 loss: 0.3444 Lr: 7.53807e-04 +[2025-03-24 22:49:45,385 INFO misc.py line 135 2330458] Train result: loss: 0.3257 +[2025-03-24 22:49:45,441 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:49:55,833 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2243 +[2025-03-24 22:49:55,885 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0933 +[2025-03-24 22:49:56,002 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2771 +[2025-03-24 22:49:56,054 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9423 +[2025-03-24 22:49:56,097 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.1931 +[2025-03-24 22:49:56,151 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7840 +[2025-03-24 22:49:56,795 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.6171 +[2025-03-24 22:49:56,850 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8260 +[2025-03-24 22:49:56,895 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5681 +[2025-03-24 22:49:56,980 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3508 +[2025-03-24 22:49:57,021 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4890 +[2025-03-24 22:49:57,051 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0912 +[2025-03-24 22:49:57,095 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3880 +[2025-03-24 22:49:57,129 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8035 +[2025-03-24 22:49:57,163 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7849 +[2025-03-24 22:49:57,207 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6504 +[2025-03-24 22:49:57,242 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8404 +[2025-03-24 22:49:57,272 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.7713 +[2025-03-24 22:49:57,311 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6411 +[2025-03-24 22:49:57,344 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8030 +[2025-03-24 22:49:57,376 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5769 +[2025-03-24 22:49:57,412 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.0024 +[2025-03-24 22:49:57,438 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6003 +[2025-03-24 22:49:57,481 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.7189 +[2025-03-24 22:49:57,518 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8844 +[2025-03-24 22:49:57,555 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9829 +[2025-03-24 22:49:57,601 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6632 +[2025-03-24 22:49:57,631 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6316 +[2025-03-24 22:49:57,656 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8685 +[2025-03-24 22:49:57,705 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1506 +[2025-03-24 22:49:57,758 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6286 +[2025-03-24 22:49:57,792 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.8112 +[2025-03-24 22:49:57,841 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5905 +[2025-03-24 22:49:57,882 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9418 +[2025-03-24 22:49:57,916 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6595 +[2025-03-24 22:49:57,949 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6692 +[2025-03-24 22:49:57,985 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1379 +[2025-03-24 22:49:58,013 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6953 +[2025-03-24 22:49:58,070 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8253 +[2025-03-24 22:49:58,114 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.3475 +[2025-03-24 22:49:58,152 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7653 +[2025-03-24 22:49:58,183 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.0674 +[2025-03-24 22:49:58,219 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1605 +[2025-03-24 22:49:58,272 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2290 +[2025-03-24 22:49:58,304 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2854 +[2025-03-24 22:49:58,347 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4366 +[2025-03-24 22:49:58,391 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.8338 +[2025-03-24 22:49:58,424 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.6479 +[2025-03-24 22:49:58,457 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.8267 +[2025-03-24 22:49:58,490 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.4492 +[2025-03-24 22:49:58,529 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.3976 +[2025-03-24 22:49:58,561 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9517 +[2025-03-24 22:49:58,587 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8131 +[2025-03-24 22:49:58,628 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7336 +[2025-03-24 22:49:58,666 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1867 +[2025-03-24 22:49:58,702 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6031 +[2025-03-24 22:49:58,730 INFO hook.py line 748 2330458] Test: [57/78] Loss 2.0186 +[2025-03-24 22:49:58,753 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1668 +[2025-03-24 22:49:58,788 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5704 +[2025-03-24 22:49:58,817 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5284 +[2025-03-24 22:49:58,837 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2300 +[2025-03-24 22:49:58,866 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4314 +[2025-03-24 22:49:58,899 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6122 +[2025-03-24 22:49:58,950 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2358 +[2025-03-24 22:49:58,974 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.2797 +[2025-03-24 22:49:59,011 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8083 +[2025-03-24 22:49:59,046 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9394 +[2025-03-24 22:49:59,074 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.3211 +[2025-03-24 22:49:59,100 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2856 +[2025-03-24 22:49:59,154 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.8036 +[2025-03-24 22:49:59,192 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0028 +[2025-03-24 22:49:59,239 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6902 +[2025-03-24 22:49:59,283 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1158 +[2025-03-24 22:49:59,321 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4325 +[2025-03-24 22:49:59,368 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8531 +[2025-03-24 22:49:59,393 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5450 +[2025-03-24 22:49:59,443 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0900 +[2025-03-24 22:49:59,467 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9835 +[2025-03-24 22:50:00,490 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:50:00,490 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:50:00,490 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:50:00,490 INFO hook.py line 689 2330458] wall : 0.6632 0.9577 +[2025-03-24 22:50:00,490 INFO hook.py line 689 2330458] floor : 0.9079 0.9841 +[2025-03-24 22:50:00,490 INFO hook.py line 689 2330458] cabinet : 0.2298 0.2797 +[2025-03-24 22:50:00,490 INFO hook.py line 689 2330458] bed : 0.4065 0.5730 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] chair : 0.6418 0.8159 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] sofa : 0.3656 0.4126 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] table : 0.4628 0.5754 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] door : 0.3080 0.3889 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] window : 0.1397 0.1642 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] bookshelf : 0.4327 0.5731 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] picture : 0.1907 0.2722 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] counter : 0.3206 0.4752 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] desk : 0.2011 0.2676 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] curtain : 0.2091 0.2457 +[2025-03-24 22:50:00,491 INFO hook.py line 689 2330458] refridgerator : 0.1392 0.2617 +[2025-03-24 22:50:00,492 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:50:00,492 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:50:00,492 INFO hook.py line 689 2330458] sink : 0.0464 0.0554 +[2025-03-24 22:50:00,492 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:50:00,492 INFO hook.py line 689 2330458] otherfurniture : 0.0497 0.0515 +[2025-03-24 22:50:00,492 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:50:00,492 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2857/0.3677/0.7407. +[2025-03-24 22:50:00,493 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:50:00,507 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2857 +[2025-03-24 22:50:00,507 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2857 +[2025-03-24 22:50:00,507 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:50:02,657 INFO hook.py line 566 2330458] Train: [69/100][1/4] Data 0.909 (0.909) Batch 1.106 (1.106) Remain 00:02:20 loss: 0.1353 Lr: 7.43077e-04 +[2025-03-24 22:50:02,879 INFO hook.py line 566 2330458] Train: [69/100][2/4] Data 0.021 (0.021) Batch 0.223 (0.223) Remain 00:00:28 loss: 0.3901 Lr: 7.32399e-04 +[2025-03-24 22:50:03,051 INFO hook.py line 566 2330458] Train: [69/100][3/4] Data 0.002 (0.002) Batch 0.172 (0.172) Remain 00:00:21 loss: 0.1538 Lr: 7.21773e-04 +[2025-03-24 22:50:03,217 INFO hook.py line 566 2330458] Train: [69/100][4/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:20 loss: 0.3507 Lr: 7.11201e-04 +[2025-03-24 22:50:03,218 INFO misc.py line 135 2330458] Train result: loss: 0.2575 +[2025-03-24 22:50:03,286 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:50:13,524 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1700 +[2025-03-24 22:50:13,898 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0560 +[2025-03-24 22:50:13,933 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.2080 +[2025-03-24 22:50:13,977 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9528 +[2025-03-24 22:50:14,021 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.2596 +[2025-03-24 22:50:14,736 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7525 +[2025-03-24 22:50:14,784 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5243 +[2025-03-24 22:50:14,815 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8213 +[2025-03-24 22:50:14,859 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6524 +[2025-03-24 22:50:14,889 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3810 +[2025-03-24 22:50:14,930 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4849 +[2025-03-24 22:50:14,960 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0261 +[2025-03-24 22:50:15,004 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3800 +[2025-03-24 22:50:15,039 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7791 +[2025-03-24 22:50:15,072 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8008 +[2025-03-24 22:50:15,115 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5675 +[2025-03-24 22:50:15,151 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9955 +[2025-03-24 22:50:15,184 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.8462 +[2025-03-24 22:50:15,228 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6564 +[2025-03-24 22:50:15,259 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7911 +[2025-03-24 22:50:15,291 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.5848 +[2025-03-24 22:50:15,327 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9270 +[2025-03-24 22:50:15,354 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5803 +[2025-03-24 22:50:15,397 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6929 +[2025-03-24 22:50:15,434 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9165 +[2025-03-24 22:50:15,472 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9880 +[2025-03-24 22:50:15,519 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.6431 +[2025-03-24 22:50:15,549 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6372 +[2025-03-24 22:50:15,573 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8671 +[2025-03-24 22:50:15,625 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1671 +[2025-03-24 22:50:15,682 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6036 +[2025-03-24 22:50:15,713 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.8913 +[2025-03-24 22:50:15,762 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6283 +[2025-03-24 22:50:15,798 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9543 +[2025-03-24 22:50:15,835 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6599 +[2025-03-24 22:50:15,868 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5418 +[2025-03-24 22:50:15,902 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1280 +[2025-03-24 22:50:15,933 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6995 +[2025-03-24 22:50:15,988 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8834 +[2025-03-24 22:50:16,032 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2959 +[2025-03-24 22:50:16,073 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8645 +[2025-03-24 22:50:16,098 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.2419 +[2025-03-24 22:50:16,130 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1577 +[2025-03-24 22:50:16,186 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2818 +[2025-03-24 22:50:16,216 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2770 +[2025-03-24 22:50:16,269 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4376 +[2025-03-24 22:50:16,313 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9542 +[2025-03-24 22:50:16,347 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.7082 +[2025-03-24 22:50:16,379 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7757 +[2025-03-24 22:50:16,423 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2987 +[2025-03-24 22:50:16,453 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.4020 +[2025-03-24 22:50:16,486 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9209 +[2025-03-24 22:50:16,521 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8193 +[2025-03-24 22:50:16,562 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7390 +[2025-03-24 22:50:16,603 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1745 +[2025-03-24 22:50:16,639 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6382 +[2025-03-24 22:50:16,668 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9638 +[2025-03-24 22:50:16,692 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1858 +[2025-03-24 22:50:16,726 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5427 +[2025-03-24 22:50:16,755 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5794 +[2025-03-24 22:50:16,776 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1720 +[2025-03-24 22:50:16,805 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4353 +[2025-03-24 22:50:16,837 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5979 +[2025-03-24 22:50:16,888 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2653 +[2025-03-24 22:50:16,911 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.3011 +[2025-03-24 22:50:16,949 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7530 +[2025-03-24 22:50:16,983 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.0423 +[2025-03-24 22:50:17,011 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2513 +[2025-03-24 22:50:17,037 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2715 +[2025-03-24 22:50:17,091 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7470 +[2025-03-24 22:50:17,129 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0949 +[2025-03-24 22:50:17,175 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6902 +[2025-03-24 22:50:17,220 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1591 +[2025-03-24 22:50:17,257 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4653 +[2025-03-24 22:50:17,304 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8720 +[2025-03-24 22:50:17,329 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.4563 +[2025-03-24 22:50:17,380 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1553 +[2025-03-24 22:50:17,403 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0518 +[2025-03-24 22:50:18,401 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:50:18,401 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:50:18,401 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:50:18,401 INFO hook.py line 689 2330458] wall : 0.6640 0.9569 +[2025-03-24 22:50:18,401 INFO hook.py line 689 2330458] floor : 0.9114 0.9844 +[2025-03-24 22:50:18,401 INFO hook.py line 689 2330458] cabinet : 0.2334 0.2958 +[2025-03-24 22:50:18,401 INFO hook.py line 689 2330458] bed : 0.4134 0.5667 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] chair : 0.6402 0.8161 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] sofa : 0.3157 0.3430 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] table : 0.4527 0.5412 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] door : 0.3097 0.3903 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] window : 0.1413 0.1696 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] bookshelf : 0.4309 0.5694 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] picture : 0.1972 0.2975 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] counter : 0.3195 0.4943 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] desk : 0.2139 0.3181 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] curtain : 0.2265 0.2695 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] refridgerator : 0.1278 0.2436 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] sink : 0.0305 0.0338 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:50:18,402 INFO hook.py line 689 2330458] otherfurniture : 0.0541 0.0560 +[2025-03-24 22:50:18,403 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:50:18,403 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2841/0.3673/0.7397. +[2025-03-24 22:50:18,403 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:50:18,416 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2857 +[2025-03-24 22:50:18,416 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:50:20,250 INFO hook.py line 566 2330458] Train: [70/100][1/4] Data 1.002 (1.002) Batch 1.182 (1.182) Remain 00:02:25 loss: 0.3181 Lr: 7.00682e-04 +[2025-03-24 22:50:20,424 INFO hook.py line 566 2330458] Train: [70/100][2/4] Data 0.002 (0.002) Batch 0.174 (0.174) Remain 00:00:21 loss: 0.2630 Lr: 6.90218e-04 +[2025-03-24 22:50:20,596 INFO hook.py line 566 2330458] Train: [70/100][3/4] Data 0.001 (0.001) Batch 0.172 (0.172) Remain 00:00:20 loss: 0.2582 Lr: 6.79810e-04 +[2025-03-24 22:50:20,757 INFO hook.py line 566 2330458] Train: [70/100][4/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:19 loss: 0.3841 Lr: 6.69457e-04 +[2025-03-24 22:50:20,757 INFO misc.py line 135 2330458] Train result: loss: 0.3058 +[2025-03-24 22:50:20,831 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:50:31,625 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2067 +[2025-03-24 22:50:31,749 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0765 +[2025-03-24 22:50:31,786 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1853 +[2025-03-24 22:50:31,829 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9271 +[2025-03-24 22:50:31,860 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.2560 +[2025-03-24 22:50:31,911 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7262 +[2025-03-24 22:50:31,957 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5408 +[2025-03-24 22:50:31,981 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8363 +[2025-03-24 22:50:32,022 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6754 +[2025-03-24 22:50:32,141 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3656 +[2025-03-24 22:50:32,181 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4966 +[2025-03-24 22:50:32,210 INFO hook.py line 748 2330458] Test: [12/78] Loss 0.9964 +[2025-03-24 22:50:32,254 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2516 +[2025-03-24 22:50:32,288 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7577 +[2025-03-24 22:50:32,321 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6984 +[2025-03-24 22:50:32,368 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5036 +[2025-03-24 22:50:32,403 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9893 +[2025-03-24 22:50:32,435 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.7534 +[2025-03-24 22:50:32,474 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6612 +[2025-03-24 22:50:32,503 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7336 +[2025-03-24 22:50:32,535 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6011 +[2025-03-24 22:50:32,570 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9808 +[2025-03-24 22:50:32,596 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5535 +[2025-03-24 22:50:32,637 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6869 +[2025-03-24 22:50:32,678 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.9342 +[2025-03-24 22:50:32,713 INFO hook.py line 748 2330458] Test: [26/78] Loss 2.0089 +[2025-03-24 22:50:32,759 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5502 +[2025-03-24 22:50:32,788 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6799 +[2025-03-24 22:50:32,814 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.8779 +[2025-03-24 22:50:32,864 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1663 +[2025-03-24 22:50:32,917 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5600 +[2025-03-24 22:50:32,948 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9701 +[2025-03-24 22:50:33,002 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6300 +[2025-03-24 22:50:33,037 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9850 +[2025-03-24 22:50:33,074 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6491 +[2025-03-24 22:50:33,106 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5740 +[2025-03-24 22:50:33,139 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1407 +[2025-03-24 22:50:33,169 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6868 +[2025-03-24 22:50:33,224 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9331 +[2025-03-24 22:50:33,266 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.3342 +[2025-03-24 22:50:33,307 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.8605 +[2025-03-24 22:50:33,333 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.3466 +[2025-03-24 22:50:33,365 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1705 +[2025-03-24 22:50:33,418 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.3073 +[2025-03-24 22:50:33,449 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4300 +[2025-03-24 22:50:33,491 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5229 +[2025-03-24 22:50:33,529 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9888 +[2025-03-24 22:50:33,562 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.7719 +[2025-03-24 22:50:33,592 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7724 +[2025-03-24 22:50:33,625 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2523 +[2025-03-24 22:50:33,654 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.3272 +[2025-03-24 22:50:33,693 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8918 +[2025-03-24 22:50:33,722 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.8048 +[2025-03-24 22:50:33,757 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6952 +[2025-03-24 22:50:33,794 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1902 +[2025-03-24 22:50:33,831 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6489 +[2025-03-24 22:50:33,859 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9220 +[2025-03-24 22:50:33,882 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2159 +[2025-03-24 22:50:33,917 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5322 +[2025-03-24 22:50:33,946 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6207 +[2025-03-24 22:50:33,966 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2095 +[2025-03-24 22:50:33,994 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4293 +[2025-03-24 22:50:34,027 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6223 +[2025-03-24 22:50:34,078 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.3061 +[2025-03-24 22:50:34,101 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1810 +[2025-03-24 22:50:34,138 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7674 +[2025-03-24 22:50:34,172 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.0109 +[2025-03-24 22:50:34,200 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2323 +[2025-03-24 22:50:34,226 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2785 +[2025-03-24 22:50:34,279 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6923 +[2025-03-24 22:50:34,317 INFO hook.py line 748 2330458] Test: [71/78] Loss 2.0816 +[2025-03-24 22:50:34,364 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7404 +[2025-03-24 22:50:34,408 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1460 +[2025-03-24 22:50:34,445 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4430 +[2025-03-24 22:50:34,492 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8948 +[2025-03-24 22:50:34,517 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.4015 +[2025-03-24 22:50:34,568 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1138 +[2025-03-24 22:50:34,591 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0569 +[2025-03-24 22:50:35,603 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:50:35,604 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:50:35,604 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:50:35,604 INFO hook.py line 689 2330458] wall : 0.6716 0.9586 +[2025-03-24 22:50:35,604 INFO hook.py line 689 2330458] floor : 0.9109 0.9846 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] cabinet : 0.2452 0.3080 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] bed : 0.4073 0.5777 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] chair : 0.6400 0.8120 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] sofa : 0.2920 0.3146 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] table : 0.4534 0.5559 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] door : 0.3034 0.3688 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] window : 0.1437 0.1739 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] bookshelf : 0.4314 0.5746 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] picture : 0.1917 0.2822 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] counter : 0.3107 0.5215 +[2025-03-24 22:50:35,605 INFO hook.py line 689 2330458] desk : 0.2169 0.3141 +[2025-03-24 22:50:35,606 INFO hook.py line 689 2330458] curtain : 0.2743 0.3713 +[2025-03-24 22:50:35,606 INFO hook.py line 689 2330458] refridgerator : 0.1477 0.2633 +[2025-03-24 22:50:35,606 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:50:35,606 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:50:35,606 INFO hook.py line 689 2330458] sink : 0.0115 0.0121 +[2025-03-24 22:50:35,606 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:50:35,606 INFO hook.py line 689 2330458] otherfurniture : 0.0524 0.0544 +[2025-03-24 22:50:35,607 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:50:35,607 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2852/0.3724/0.7417. +[2025-03-24 22:50:35,608 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:50:35,622 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2857 +[2025-03-24 22:50:35,622 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:50:37,787 INFO hook.py line 566 2330458] Train: [71/100][1/4] Data 1.131 (1.131) Batch 1.333 (1.333) Remain 00:02:38 loss: 0.2593 Lr: 6.59162e-04 +[2025-03-24 22:50:38,014 INFO hook.py line 566 2330458] Train: [71/100][2/4] Data 0.002 (0.002) Batch 0.227 (0.227) Remain 00:00:26 loss: 0.1589 Lr: 6.48923e-04 +[2025-03-24 22:50:38,186 INFO hook.py line 566 2330458] Train: [71/100][3/4] Data 0.001 (0.001) Batch 0.172 (0.172) Remain 00:00:20 loss: 0.2589 Lr: 6.38743e-04 +[2025-03-24 22:50:38,362 INFO hook.py line 566 2330458] Train: [71/100][4/4] Data 0.001 (0.001) Batch 0.177 (0.177) Remain 00:00:20 loss: 0.1287 Lr: 6.28622e-04 +[2025-03-24 22:50:38,362 INFO misc.py line 135 2330458] Train result: loss: 0.2014 +[2025-03-24 22:50:38,440 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:50:48,869 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2126 +[2025-03-24 22:50:48,919 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0724 +[2025-03-24 22:50:49,044 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1982 +[2025-03-24 22:50:49,735 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9257 +[2025-03-24 22:50:49,790 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.1399 +[2025-03-24 22:50:49,838 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7238 +[2025-03-24 22:50:49,885 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5795 +[2025-03-24 22:50:49,919 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8181 +[2025-03-24 22:50:49,959 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6605 +[2025-03-24 22:50:49,989 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3215 +[2025-03-24 22:50:50,030 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4649 +[2025-03-24 22:50:50,120 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0014 +[2025-03-24 22:50:50,169 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.0721 +[2025-03-24 22:50:50,208 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6901 +[2025-03-24 22:50:50,242 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6193 +[2025-03-24 22:50:50,284 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5715 +[2025-03-24 22:50:50,319 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.9017 +[2025-03-24 22:50:50,349 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6946 +[2025-03-24 22:50:50,389 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.6426 +[2025-03-24 22:50:50,425 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.6859 +[2025-03-24 22:50:50,458 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6385 +[2025-03-24 22:50:50,494 INFO hook.py line 748 2330458] Test: [22/78] Loss 2.0449 +[2025-03-24 22:50:50,520 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5628 +[2025-03-24 22:50:50,561 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6836 +[2025-03-24 22:50:50,601 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.8191 +[2025-03-24 22:50:50,638 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9971 +[2025-03-24 22:50:50,684 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4678 +[2025-03-24 22:50:50,713 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6747 +[2025-03-24 22:50:50,738 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9055 +[2025-03-24 22:50:50,788 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1405 +[2025-03-24 22:50:50,844 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5843 +[2025-03-24 22:50:50,880 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9556 +[2025-03-24 22:50:50,932 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.6118 +[2025-03-24 22:50:50,970 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9427 +[2025-03-24 22:50:51,006 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6244 +[2025-03-24 22:50:51,042 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6654 +[2025-03-24 22:50:51,077 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1179 +[2025-03-24 22:50:51,103 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6804 +[2025-03-24 22:50:51,159 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9194 +[2025-03-24 22:50:51,201 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.3711 +[2025-03-24 22:50:51,244 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7942 +[2025-03-24 22:50:51,269 INFO hook.py line 748 2330458] Test: [42/78] Loss 2.2033 +[2025-03-24 22:50:51,300 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1993 +[2025-03-24 22:50:51,355 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2463 +[2025-03-24 22:50:51,385 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4555 +[2025-03-24 22:50:51,427 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5899 +[2025-03-24 22:50:51,461 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.9020 +[2025-03-24 22:50:51,494 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.7511 +[2025-03-24 22:50:51,533 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7689 +[2025-03-24 22:50:51,575 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1527 +[2025-03-24 22:50:51,608 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.1445 +[2025-03-24 22:50:51,644 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8661 +[2025-03-24 22:50:51,672 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7738 +[2025-03-24 22:50:51,706 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6969 +[2025-03-24 22:50:51,741 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2323 +[2025-03-24 22:50:51,777 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.6006 +[2025-03-24 22:50:51,806 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9444 +[2025-03-24 22:50:51,828 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1804 +[2025-03-24 22:50:51,863 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5468 +[2025-03-24 22:50:51,892 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5938 +[2025-03-24 22:50:51,912 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1482 +[2025-03-24 22:50:51,941 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3973 +[2025-03-24 22:50:51,973 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6400 +[2025-03-24 22:50:52,024 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.3061 +[2025-03-24 22:50:52,048 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1610 +[2025-03-24 22:50:52,085 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8315 +[2025-03-24 22:50:52,120 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9315 +[2025-03-24 22:50:52,148 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2033 +[2025-03-24 22:50:52,174 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2888 +[2025-03-24 22:50:52,227 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6674 +[2025-03-24 22:50:52,266 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9477 +[2025-03-24 22:50:52,313 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7162 +[2025-03-24 22:50:52,358 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.1434 +[2025-03-24 22:50:52,395 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4381 +[2025-03-24 22:50:52,442 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8949 +[2025-03-24 22:50:52,467 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.4075 +[2025-03-24 22:50:52,518 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0345 +[2025-03-24 22:50:52,541 INFO hook.py line 748 2330458] Test: [78/78] Loss 1.0000 +[2025-03-24 22:50:53,539 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:50:53,539 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:50:53,539 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] wall : 0.6833 0.9538 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] floor : 0.9111 0.9846 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] cabinet : 0.2617 0.3244 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] bed : 0.4005 0.5829 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] chair : 0.6383 0.8038 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] sofa : 0.3229 0.3575 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] table : 0.4590 0.5933 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] door : 0.3089 0.3762 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] window : 0.1521 0.1841 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] bookshelf : 0.4325 0.5990 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] picture : 0.1955 0.2828 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] counter : 0.3064 0.5364 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] desk : 0.2042 0.2756 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] curtain : 0.2835 0.4218 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] refridgerator : 0.1681 0.3007 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] sink : 0.0473 0.0551 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:50:53,540 INFO hook.py line 689 2330458] otherfurniture : 0.0593 0.0623 +[2025-03-24 22:50:53,540 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:50:53,540 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2917/0.3847/0.7452. +[2025-03-24 22:50:53,540 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:50:53,552 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2917 +[2025-03-24 22:50:53,552 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2917 +[2025-03-24 22:50:53,553 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:50:55,546 INFO hook.py line 566 2330458] Train: [72/100][1/4] Data 0.759 (0.759) Batch 0.921 (0.921) Remain 00:01:45 loss: 0.4213 Lr: 6.18560e-04 +[2025-03-24 22:50:55,764 INFO hook.py line 566 2330458] Train: [72/100][2/4] Data 0.018 (0.018) Batch 0.218 (0.218) Remain 00:00:24 loss: 0.2940 Lr: 6.08559e-04 +[2025-03-24 22:50:55,936 INFO hook.py line 566 2330458] Train: [72/100][3/4] Data 0.002 (0.002) Batch 0.172 (0.172) Remain 00:00:19 loss: 0.2941 Lr: 5.98618e-04 +[2025-03-24 22:50:56,098 INFO hook.py line 566 2330458] Train: [72/100][4/4] Data 0.001 (0.001) Batch 0.162 (0.162) Remain 00:00:18 loss: 0.1141 Lr: 5.88740e-04 +[2025-03-24 22:50:56,098 INFO misc.py line 135 2330458] Train result: loss: 0.2808 +[2025-03-24 22:50:56,163 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:51:06,474 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2032 +[2025-03-24 22:51:06,908 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1098 +[2025-03-24 22:51:06,947 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.1351 +[2025-03-24 22:51:06,992 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9217 +[2025-03-24 22:51:07,027 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.1070 +[2025-03-24 22:51:07,079 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7257 +[2025-03-24 22:51:07,127 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.6177 +[2025-03-24 22:51:07,469 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7677 +[2025-03-24 22:51:07,518 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6334 +[2025-03-24 22:51:07,558 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3033 +[2025-03-24 22:51:07,602 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4152 +[2025-03-24 22:51:07,634 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0125 +[2025-03-24 22:51:07,678 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.0184 +[2025-03-24 22:51:07,712 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6027 +[2025-03-24 22:51:07,745 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6125 +[2025-03-24 22:51:07,787 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.5786 +[2025-03-24 22:51:07,822 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8234 +[2025-03-24 22:51:07,853 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6826 +[2025-03-24 22:51:07,893 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.5668 +[2025-03-24 22:51:07,930 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.6751 +[2025-03-24 22:51:07,963 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6674 +[2025-03-24 22:51:08,001 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9814 +[2025-03-24 22:51:08,026 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5955 +[2025-03-24 22:51:08,066 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6975 +[2025-03-24 22:51:08,106 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.7534 +[2025-03-24 22:51:08,143 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9534 +[2025-03-24 22:51:08,192 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4159 +[2025-03-24 22:51:08,220 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6670 +[2025-03-24 22:51:08,248 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9272 +[2025-03-24 22:51:08,300 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1164 +[2025-03-24 22:51:08,355 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6069 +[2025-03-24 22:51:08,386 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9766 +[2025-03-24 22:51:08,435 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5833 +[2025-03-24 22:51:08,473 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8835 +[2025-03-24 22:51:08,511 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6261 +[2025-03-24 22:51:08,544 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.7583 +[2025-03-24 22:51:08,576 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0646 +[2025-03-24 22:51:08,610 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6804 +[2025-03-24 22:51:08,665 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8762 +[2025-03-24 22:51:08,712 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.3312 +[2025-03-24 22:51:08,750 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7517 +[2025-03-24 22:51:08,776 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.9647 +[2025-03-24 22:51:08,808 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1888 +[2025-03-24 22:51:08,860 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1877 +[2025-03-24 22:51:08,890 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4645 +[2025-03-24 22:51:08,932 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6137 +[2025-03-24 22:51:08,966 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.8008 +[2025-03-24 22:51:08,998 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.7075 +[2025-03-24 22:51:09,037 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7696 +[2025-03-24 22:51:09,074 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.0713 +[2025-03-24 22:51:09,107 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.0957 +[2025-03-24 22:51:09,142 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8474 +[2025-03-24 22:51:09,167 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7443 +[2025-03-24 22:51:09,202 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6725 +[2025-03-24 22:51:09,236 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2226 +[2025-03-24 22:51:09,273 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5812 +[2025-03-24 22:51:09,301 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9779 +[2025-03-24 22:51:09,324 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1846 +[2025-03-24 22:51:09,359 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5693 +[2025-03-24 22:51:09,388 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5637 +[2025-03-24 22:51:09,408 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.0629 +[2025-03-24 22:51:09,437 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3686 +[2025-03-24 22:51:09,469 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6939 +[2025-03-24 22:51:09,520 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2973 +[2025-03-24 22:51:09,543 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1996 +[2025-03-24 22:51:09,580 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8413 +[2025-03-24 22:51:09,615 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9485 +[2025-03-24 22:51:09,644 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1305 +[2025-03-24 22:51:09,670 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.2949 +[2025-03-24 22:51:09,723 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6615 +[2025-03-24 22:51:09,761 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8488 +[2025-03-24 22:51:09,808 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6854 +[2025-03-24 22:51:09,852 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2330 +[2025-03-24 22:51:09,890 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4121 +[2025-03-24 22:51:09,937 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8541 +[2025-03-24 22:51:09,962 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.4362 +[2025-03-24 22:51:10,013 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0236 +[2025-03-24 22:51:10,037 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9356 +[2025-03-24 22:51:11,012 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:51:11,013 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:51:11,013 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:51:11,013 INFO hook.py line 689 2330458] wall : 0.6895 0.9461 +[2025-03-24 22:51:11,013 INFO hook.py line 689 2330458] floor : 0.9115 0.9850 +[2025-03-24 22:51:11,013 INFO hook.py line 689 2330458] cabinet : 0.2676 0.3325 +[2025-03-24 22:51:11,013 INFO hook.py line 689 2330458] bed : 0.4047 0.5758 +[2025-03-24 22:51:11,013 INFO hook.py line 689 2330458] chair : 0.6352 0.8021 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] sofa : 0.3588 0.4063 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] table : 0.4629 0.6207 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] door : 0.3255 0.4179 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] window : 0.1505 0.1790 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] bookshelf : 0.4292 0.6079 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] picture : 0.2095 0.3128 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] counter : 0.2998 0.5230 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] desk : 0.1905 0.2448 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] curtain : 0.2788 0.4203 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] refridgerator : 0.1749 0.2978 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:51:11,014 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:51:11,015 INFO hook.py line 689 2330458] sink : 0.0675 0.0919 +[2025-03-24 22:51:11,015 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:51:11,015 INFO hook.py line 689 2330458] otherfurniture : 0.0663 0.0706 +[2025-03-24 22:51:11,015 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:51:11,015 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2961/0.3917/0.7471. +[2025-03-24 22:51:11,016 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:51:11,027 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2961 +[2025-03-24 22:51:11,027 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2961 +[2025-03-24 22:51:11,027 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:51:12,927 INFO hook.py line 566 2330458] Train: [73/100][1/4] Data 0.678 (0.678) Batch 0.842 (0.842) Remain 00:01:33 loss: 0.3705 Lr: 5.78923e-04 +[2025-03-24 22:51:13,171 INFO hook.py line 566 2330458] Train: [73/100][2/4] Data 0.062 (0.062) Batch 0.245 (0.245) Remain 00:00:26 loss: 0.2560 Lr: 5.69169e-04 +[2025-03-24 22:51:13,350 INFO hook.py line 566 2330458] Train: [73/100][3/4] Data 0.002 (0.002) Batch 0.179 (0.179) Remain 00:00:19 loss: 0.2656 Lr: 5.59480e-04 +[2025-03-24 22:51:13,512 INFO hook.py line 566 2330458] Train: [73/100][4/4] Data 0.001 (0.001) Batch 0.162 (0.162) Remain 00:00:17 loss: 0.3766 Lr: 5.49854e-04 +[2025-03-24 22:51:13,512 INFO misc.py line 135 2330458] Train result: loss: 0.3172 +[2025-03-24 22:51:13,579 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:51:24,291 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1881 +[2025-03-24 22:51:24,330 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1180 +[2025-03-24 22:51:24,361 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0654 +[2025-03-24 22:51:24,598 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9194 +[2025-03-24 22:51:24,629 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0874 +[2025-03-24 22:51:24,683 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6792 +[2025-03-24 22:51:24,735 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.6044 +[2025-03-24 22:51:24,765 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7522 +[2025-03-24 22:51:24,805 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6039 +[2025-03-24 22:51:24,838 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3001 +[2025-03-24 22:51:24,880 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.3825 +[2025-03-24 22:51:24,970 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0707 +[2025-03-24 22:51:25,014 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.1072 +[2025-03-24 22:51:25,047 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.5524 +[2025-03-24 22:51:25,081 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6729 +[2025-03-24 22:51:25,123 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6001 +[2025-03-24 22:51:25,157 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7962 +[2025-03-24 22:51:25,188 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6677 +[2025-03-24 22:51:25,233 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.5565 +[2025-03-24 22:51:25,271 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7038 +[2025-03-24 22:51:25,303 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6730 +[2025-03-24 22:51:25,339 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9523 +[2025-03-24 22:51:25,367 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6092 +[2025-03-24 22:51:25,407 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6695 +[2025-03-24 22:51:25,446 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.6186 +[2025-03-24 22:51:25,483 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8782 +[2025-03-24 22:51:25,531 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4666 +[2025-03-24 22:51:25,561 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6605 +[2025-03-24 22:51:25,586 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9429 +[2025-03-24 22:51:25,636 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1129 +[2025-03-24 22:51:25,692 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6508 +[2025-03-24 22:51:25,728 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0472 +[2025-03-24 22:51:25,776 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5840 +[2025-03-24 22:51:25,813 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.7814 +[2025-03-24 22:51:25,849 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6373 +[2025-03-24 22:51:25,881 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.7587 +[2025-03-24 22:51:25,914 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0922 +[2025-03-24 22:51:25,947 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6781 +[2025-03-24 22:51:26,004 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7683 +[2025-03-24 22:51:26,048 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2872 +[2025-03-24 22:51:26,087 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7554 +[2025-03-24 22:51:26,112 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.8799 +[2025-03-24 22:51:26,143 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1796 +[2025-03-24 22:51:26,199 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1445 +[2025-03-24 22:51:26,229 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3560 +[2025-03-24 22:51:26,271 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4968 +[2025-03-24 22:51:26,309 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7660 +[2025-03-24 22:51:26,340 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.7056 +[2025-03-24 22:51:26,370 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7737 +[2025-03-24 22:51:26,404 INFO hook.py line 748 2330458] Test: [50/78] Loss 1.9983 +[2025-03-24 22:51:26,432 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.1606 +[2025-03-24 22:51:26,470 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8510 +[2025-03-24 22:51:26,495 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7417 +[2025-03-24 22:51:26,529 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7036 +[2025-03-24 22:51:26,566 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2075 +[2025-03-24 22:51:26,601 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5486 +[2025-03-24 22:51:26,630 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9658 +[2025-03-24 22:51:26,653 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3000 +[2025-03-24 22:51:26,688 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5761 +[2025-03-24 22:51:26,716 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5556 +[2025-03-24 22:51:26,737 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.0455 +[2025-03-24 22:51:26,766 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3372 +[2025-03-24 22:51:26,798 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.7006 +[2025-03-24 22:51:26,849 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2807 +[2025-03-24 22:51:26,873 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.4467 +[2025-03-24 22:51:26,910 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8072 +[2025-03-24 22:51:26,944 INFO hook.py line 748 2330458] Test: [67/78] Loss 2.0004 +[2025-03-24 22:51:26,973 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.0542 +[2025-03-24 22:51:26,999 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3123 +[2025-03-24 22:51:27,052 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6718 +[2025-03-24 22:51:27,091 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8074 +[2025-03-24 22:51:27,137 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6663 +[2025-03-24 22:51:27,181 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3310 +[2025-03-24 22:51:27,219 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4132 +[2025-03-24 22:51:27,266 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8491 +[2025-03-24 22:51:27,291 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5313 +[2025-03-24 22:51:27,342 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0556 +[2025-03-24 22:51:27,365 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9191 +[2025-03-24 22:51:28,438 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:51:28,438 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:51:28,438 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:51:28,439 INFO hook.py line 689 2330458] wall : 0.6861 0.9365 +[2025-03-24 22:51:28,439 INFO hook.py line 689 2330458] floor : 0.9102 0.9861 +[2025-03-24 22:51:28,439 INFO hook.py line 689 2330458] cabinet : 0.2640 0.3270 +[2025-03-24 22:51:28,439 INFO hook.py line 689 2330458] bed : 0.4125 0.5714 +[2025-03-24 22:51:28,439 INFO hook.py line 689 2330458] chair : 0.6350 0.8027 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] sofa : 0.3745 0.4236 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] table : 0.4678 0.6287 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] door : 0.3278 0.4701 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] window : 0.1552 0.1830 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] bookshelf : 0.4332 0.6030 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] picture : 0.2149 0.3181 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] counter : 0.3054 0.5477 +[2025-03-24 22:51:28,440 INFO hook.py line 689 2330458] desk : 0.1913 0.2462 +[2025-03-24 22:51:28,441 INFO hook.py line 689 2330458] curtain : 0.2715 0.3680 +[2025-03-24 22:51:28,441 INFO hook.py line 689 2330458] refridgerator : 0.1640 0.2811 +[2025-03-24 22:51:28,441 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:51:28,441 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:51:28,442 INFO hook.py line 689 2330458] sink : 0.0709 0.0933 +[2025-03-24 22:51:28,442 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:51:28,442 INFO hook.py line 689 2330458] otherfurniture : 0.0661 0.0704 +[2025-03-24 22:51:28,442 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:51:28,442 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2975/0.3928/0.7464. +[2025-03-24 22:51:28,443 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:51:28,457 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.2975 +[2025-03-24 22:51:28,457 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2975 +[2025-03-24 22:51:28,457 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:51:30,582 INFO hook.py line 566 2330458] Train: [74/100][1/4] Data 0.891 (0.891) Batch 1.077 (1.077) Remain 00:01:55 loss: 0.2329 Lr: 5.40293e-04 +[2025-03-24 22:51:30,768 INFO hook.py line 566 2330458] Train: [74/100][2/4] Data 0.002 (0.002) Batch 0.186 (0.186) Remain 00:00:19 loss: 0.2722 Lr: 5.30798e-04 +[2025-03-24 22:51:30,924 INFO hook.py line 566 2330458] Train: [74/100][3/4] Data 0.001 (0.001) Batch 0.156 (0.156) Remain 00:00:16 loss: 0.2694 Lr: 5.21369e-04 +[2025-03-24 22:51:31,082 INFO hook.py line 566 2330458] Train: [74/100][4/4] Data 0.001 (0.001) Batch 0.157 (0.157) Remain 00:00:16 loss: 0.1232 Lr: 5.12007e-04 +[2025-03-24 22:51:31,082 INFO misc.py line 135 2330458] Train result: loss: 0.2244 +[2025-03-24 22:51:31,136 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:51:41,389 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2063 +[2025-03-24 22:51:41,767 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1545 +[2025-03-24 22:51:41,922 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0414 +[2025-03-24 22:51:41,966 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9254 +[2025-03-24 22:51:42,001 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0674 +[2025-03-24 22:51:42,168 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6424 +[2025-03-24 22:51:42,298 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.6209 +[2025-03-24 22:51:42,331 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7915 +[2025-03-24 22:51:42,373 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5230 +[2025-03-24 22:51:42,406 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3861 +[2025-03-24 22:51:42,447 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.3798 +[2025-03-24 22:51:42,477 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0588 +[2025-03-24 22:51:42,521 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2573 +[2025-03-24 22:51:42,558 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.5817 +[2025-03-24 22:51:42,592 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6625 +[2025-03-24 22:51:42,634 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7390 +[2025-03-24 22:51:42,669 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7449 +[2025-03-24 22:51:42,698 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5707 +[2025-03-24 22:51:42,739 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.5319 +[2025-03-24 22:51:42,768 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7976 +[2025-03-24 22:51:42,800 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6655 +[2025-03-24 22:51:42,836 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9196 +[2025-03-24 22:51:42,861 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7042 +[2025-03-24 22:51:42,901 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6720 +[2025-03-24 22:51:42,939 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5561 +[2025-03-24 22:51:42,976 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8430 +[2025-03-24 22:51:43,024 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4731 +[2025-03-24 22:51:43,053 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6707 +[2025-03-24 22:51:43,079 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9344 +[2025-03-24 22:51:43,130 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1216 +[2025-03-24 22:51:43,184 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6890 +[2025-03-24 22:51:43,214 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0728 +[2025-03-24 22:51:43,263 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5704 +[2025-03-24 22:51:43,300 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.7065 +[2025-03-24 22:51:43,335 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6317 +[2025-03-24 22:51:43,367 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.7728 +[2025-03-24 22:51:43,402 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0668 +[2025-03-24 22:51:43,431 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6669 +[2025-03-24 22:51:43,487 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.6587 +[2025-03-24 22:51:43,528 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2825 +[2025-03-24 22:51:43,569 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7857 +[2025-03-24 22:51:43,595 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.8454 +[2025-03-24 22:51:43,627 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1515 +[2025-03-24 22:51:43,680 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1181 +[2025-03-24 22:51:43,711 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3669 +[2025-03-24 22:51:43,753 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4410 +[2025-03-24 22:51:43,790 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7068 +[2025-03-24 22:51:43,823 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.6573 +[2025-03-24 22:51:43,854 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7809 +[2025-03-24 22:51:43,886 INFO hook.py line 748 2330458] Test: [50/78] Loss 1.9646 +[2025-03-24 22:51:43,914 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.1265 +[2025-03-24 22:51:43,953 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8935 +[2025-03-24 22:51:43,979 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7287 +[2025-03-24 22:51:44,015 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7453 +[2025-03-24 22:51:44,050 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2420 +[2025-03-24 22:51:44,085 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5125 +[2025-03-24 22:51:44,114 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9490 +[2025-03-24 22:51:44,138 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.3493 +[2025-03-24 22:51:44,173 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5978 +[2025-03-24 22:51:44,202 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5546 +[2025-03-24 22:51:44,222 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1097 +[2025-03-24 22:51:44,251 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3702 +[2025-03-24 22:51:44,283 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6993 +[2025-03-24 22:51:44,334 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2343 +[2025-03-24 22:51:44,358 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.5077 +[2025-03-24 22:51:44,395 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8188 +[2025-03-24 22:51:44,429 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9913 +[2025-03-24 22:51:44,458 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.0468 +[2025-03-24 22:51:44,484 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3209 +[2025-03-24 22:51:44,537 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7082 +[2025-03-24 22:51:44,576 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8358 +[2025-03-24 22:51:44,622 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.6954 +[2025-03-24 22:51:44,666 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3925 +[2025-03-24 22:51:44,704 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4300 +[2025-03-24 22:51:44,751 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8593 +[2025-03-24 22:51:44,775 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5844 +[2025-03-24 22:51:44,826 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1101 +[2025-03-24 22:51:44,850 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9287 +[2025-03-24 22:51:45,853 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:51:45,854 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:51:45,854 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:51:45,854 INFO hook.py line 689 2330458] wall : 0.6822 0.9306 +[2025-03-24 22:51:45,854 INFO hook.py line 689 2330458] floor : 0.9065 0.9870 +[2025-03-24 22:51:45,854 INFO hook.py line 689 2330458] cabinet : 0.2573 0.3143 +[2025-03-24 22:51:45,854 INFO hook.py line 689 2330458] bed : 0.4123 0.5905 +[2025-03-24 22:51:45,854 INFO hook.py line 689 2330458] chair : 0.6369 0.8065 +[2025-03-24 22:51:45,854 INFO hook.py line 689 2330458] sofa : 0.3934 0.4506 +[2025-03-24 22:51:45,854 INFO hook.py line 689 2330458] table : 0.4661 0.6210 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] door : 0.3200 0.5009 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] window : 0.1525 0.1776 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] bookshelf : 0.4356 0.5810 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] picture : 0.2171 0.3057 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] counter : 0.3140 0.5354 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] desk : 0.1848 0.2287 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] curtain : 0.2652 0.3336 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] refridgerator : 0.1405 0.2519 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:51:45,855 INFO hook.py line 689 2330458] sink : 0.0557 0.0673 +[2025-03-24 22:51:45,856 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:51:45,856 INFO hook.py line 689 2330458] otherfurniture : 0.0661 0.0699 +[2025-03-24 22:51:45,856 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:51:45,856 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2953/0.3876/0.7447. +[2025-03-24 22:51:45,857 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:51:45,862 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2975 +[2025-03-24 22:51:45,863 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:51:47,685 INFO hook.py line 566 2330458] Train: [75/100][1/4] Data 0.989 (0.989) Batch 1.168 (1.168) Remain 00:02:00 loss: 0.3612 Lr: 5.02713e-04 +[2025-03-24 22:51:47,905 INFO hook.py line 566 2330458] Train: [75/100][2/4] Data 0.002 (0.002) Batch 0.220 (0.220) Remain 00:00:22 loss: 0.2757 Lr: 4.93487e-04 +[2025-03-24 22:51:48,067 INFO hook.py line 566 2330458] Train: [75/100][3/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:16 loss: 0.1245 Lr: 4.84329e-04 +[2025-03-24 22:51:48,230 INFO hook.py line 566 2330458] Train: [75/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:16 loss: 0.2100 Lr: 4.75241e-04 +[2025-03-24 22:51:48,231 INFO misc.py line 135 2330458] Train result: loss: 0.2429 +[2025-03-24 22:51:48,281 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:51:58,705 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2367 +[2025-03-24 22:51:58,869 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1680 +[2025-03-24 22:51:58,900 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0265 +[2025-03-24 22:51:58,946 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9122 +[2025-03-24 22:51:58,988 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0471 +[2025-03-24 22:51:59,039 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6952 +[2025-03-24 22:51:59,206 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.6137 +[2025-03-24 22:51:59,246 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8368 +[2025-03-24 22:51:59,338 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4903 +[2025-03-24 22:51:59,366 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4741 +[2025-03-24 22:51:59,602 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.3865 +[2025-03-24 22:51:59,638 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0420 +[2025-03-24 22:51:59,682 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3280 +[2025-03-24 22:51:59,719 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6196 +[2025-03-24 22:51:59,752 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.6888 +[2025-03-24 22:51:59,793 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.8962 +[2025-03-24 22:51:59,828 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7248 +[2025-03-24 22:51:59,857 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4871 +[2025-03-24 22:51:59,900 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.5136 +[2025-03-24 22:51:59,934 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7928 +[2025-03-24 22:51:59,966 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6626 +[2025-03-24 22:52:00,002 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8938 +[2025-03-24 22:52:00,027 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.7300 +[2025-03-24 22:52:00,067 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6362 +[2025-03-24 22:52:00,107 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5689 +[2025-03-24 22:52:00,144 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8513 +[2025-03-24 22:52:00,190 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5018 +[2025-03-24 22:52:00,225 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6832 +[2025-03-24 22:52:00,255 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9477 +[2025-03-24 22:52:00,306 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0732 +[2025-03-24 22:52:00,362 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6925 +[2025-03-24 22:52:00,393 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1028 +[2025-03-24 22:52:00,441 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5399 +[2025-03-24 22:52:00,479 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.7249 +[2025-03-24 22:52:00,516 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6143 +[2025-03-24 22:52:00,549 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.7467 +[2025-03-24 22:52:00,581 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0366 +[2025-03-24 22:52:00,618 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6811 +[2025-03-24 22:52:00,674 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.6846 +[2025-03-24 22:52:00,724 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2562 +[2025-03-24 22:52:00,762 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7765 +[2025-03-24 22:52:00,787 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.7400 +[2025-03-24 22:52:00,817 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1303 +[2025-03-24 22:52:00,871 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1091 +[2025-03-24 22:52:00,911 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4380 +[2025-03-24 22:52:00,963 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4617 +[2025-03-24 22:52:01,007 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7082 +[2025-03-24 22:52:01,040 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.6374 +[2025-03-24 22:52:01,071 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.8083 +[2025-03-24 22:52:01,107 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.0143 +[2025-03-24 22:52:01,136 INFO hook.py line 748 2330458] Test: [51/78] Loss 3.0755 +[2025-03-24 22:52:01,169 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9016 +[2025-03-24 22:52:01,198 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7079 +[2025-03-24 22:52:01,236 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7525 +[2025-03-24 22:52:01,274 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2359 +[2025-03-24 22:52:01,309 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.4966 +[2025-03-24 22:52:01,338 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9369 +[2025-03-24 22:52:01,361 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2779 +[2025-03-24 22:52:01,395 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5770 +[2025-03-24 22:52:01,424 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5619 +[2025-03-24 22:52:01,444 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1659 +[2025-03-24 22:52:01,473 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.4073 +[2025-03-24 22:52:01,506 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6447 +[2025-03-24 22:52:01,557 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2210 +[2025-03-24 22:52:01,580 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.4620 +[2025-03-24 22:52:01,617 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8613 +[2025-03-24 22:52:01,652 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9407 +[2025-03-24 22:52:01,680 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1126 +[2025-03-24 22:52:01,706 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3205 +[2025-03-24 22:52:01,760 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7324 +[2025-03-24 22:52:01,797 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8253 +[2025-03-24 22:52:01,844 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7710 +[2025-03-24 22:52:01,889 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3371 +[2025-03-24 22:52:01,926 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4641 +[2025-03-24 22:52:01,973 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8758 +[2025-03-24 22:52:01,998 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.5550 +[2025-03-24 22:52:02,049 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.1035 +[2025-03-24 22:52:02,072 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9153 +[2025-03-24 22:52:03,087 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:52:03,087 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:52:03,087 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] wall : 0.6823 0.9377 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] floor : 0.9050 0.9868 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] cabinet : 0.2466 0.2985 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] bed : 0.4074 0.6067 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] chair : 0.6380 0.8022 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] sofa : 0.4086 0.4734 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] table : 0.4623 0.6181 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] door : 0.3155 0.4771 +[2025-03-24 22:52:03,087 INFO hook.py line 689 2330458] window : 0.1602 0.1891 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] bookshelf : 0.4324 0.5622 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] picture : 0.2091 0.2809 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] counter : 0.3148 0.4814 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] desk : 0.1853 0.2264 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] curtain : 0.2737 0.3440 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] refridgerator : 0.1223 0.2209 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] sink : 0.0524 0.0620 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:52:03,088 INFO hook.py line 689 2330458] otherfurniture : 0.0704 0.0742 +[2025-03-24 22:52:03,088 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:52:03,088 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2943/0.3821/0.7450. +[2025-03-24 22:52:03,088 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:52:03,091 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2975 +[2025-03-24 22:52:03,091 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:52:05,074 INFO hook.py line 566 2330458] Train: [76/100][1/4] Data 1.182 (1.182) Batch 1.367 (1.367) Remain 00:02:15 loss: 0.3904 Lr: 4.66223e-04 +[2025-03-24 22:52:05,274 INFO hook.py line 566 2330458] Train: [76/100][2/4] Data 0.002 (0.002) Batch 0.200 (0.200) Remain 00:00:19 loss: 0.1393 Lr: 4.57276e-04 +[2025-03-24 22:52:05,519 INFO hook.py line 566 2330458] Train: [76/100][3/4] Data 0.002 (0.002) Batch 0.246 (0.246) Remain 00:00:23 loss: 0.1731 Lr: 4.48400e-04 +[2025-03-24 22:52:05,687 INFO hook.py line 566 2330458] Train: [76/100][4/4] Data 0.002 (0.002) Batch 0.168 (0.168) Remain 00:00:16 loss: 0.3501 Lr: 4.39596e-04 +[2025-03-24 22:52:05,688 INFO misc.py line 135 2330458] Train result: loss: 0.2632 +[2025-03-24 22:52:05,741 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:52:16,682 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2273 +[2025-03-24 22:52:16,739 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1531 +[2025-03-24 22:52:16,770 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0379 +[2025-03-24 22:52:16,813 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9057 +[2025-03-24 22:52:16,841 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0175 +[2025-03-24 22:52:16,890 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7218 +[2025-03-24 22:52:16,937 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5501 +[2025-03-24 22:52:16,961 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8951 +[2025-03-24 22:52:17,004 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.4867 +[2025-03-24 22:52:17,033 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4492 +[2025-03-24 22:52:17,074 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4347 +[2025-03-24 22:52:17,110 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0511 +[2025-03-24 22:52:17,153 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.3238 +[2025-03-24 22:52:17,187 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7184 +[2025-03-24 22:52:17,222 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7140 +[2025-03-24 22:52:17,264 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.9280 +[2025-03-24 22:52:17,299 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7511 +[2025-03-24 22:52:17,331 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4767 +[2025-03-24 22:52:17,369 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.4822 +[2025-03-24 22:52:17,399 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7784 +[2025-03-24 22:52:17,431 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6539 +[2025-03-24 22:52:17,467 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8921 +[2025-03-24 22:52:17,500 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6317 +[2025-03-24 22:52:17,540 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6142 +[2025-03-24 22:52:17,577 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5310 +[2025-03-24 22:52:17,615 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8828 +[2025-03-24 22:52:17,662 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4364 +[2025-03-24 22:52:17,691 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6526 +[2025-03-24 22:52:17,719 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9498 +[2025-03-24 22:52:17,770 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0549 +[2025-03-24 22:52:17,824 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6649 +[2025-03-24 22:52:17,858 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1471 +[2025-03-24 22:52:17,906 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5261 +[2025-03-24 22:52:17,946 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8006 +[2025-03-24 22:52:17,989 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.5973 +[2025-03-24 22:52:18,028 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6733 +[2025-03-24 22:52:18,060 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0501 +[2025-03-24 22:52:18,087 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6999 +[2025-03-24 22:52:18,143 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.7802 +[2025-03-24 22:52:18,185 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2265 +[2025-03-24 22:52:18,223 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7673 +[2025-03-24 22:52:18,249 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.7337 +[2025-03-24 22:52:18,281 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1249 +[2025-03-24 22:52:18,335 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1378 +[2025-03-24 22:52:18,367 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.4443 +[2025-03-24 22:52:18,411 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4924 +[2025-03-24 22:52:18,448 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7797 +[2025-03-24 22:52:18,491 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5991 +[2025-03-24 22:52:18,526 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.8110 +[2025-03-24 22:52:18,561 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1031 +[2025-03-24 22:52:18,592 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9740 +[2025-03-24 22:52:18,627 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9161 +[2025-03-24 22:52:18,654 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6804 +[2025-03-24 22:52:18,691 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7586 +[2025-03-24 22:52:18,729 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2490 +[2025-03-24 22:52:18,765 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.4861 +[2025-03-24 22:52:18,794 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9384 +[2025-03-24 22:52:18,817 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2172 +[2025-03-24 22:52:18,852 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5783 +[2025-03-24 22:52:18,880 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5711 +[2025-03-24 22:52:18,901 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1986 +[2025-03-24 22:52:18,930 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3789 +[2025-03-24 22:52:18,962 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6117 +[2025-03-24 22:52:19,013 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1992 +[2025-03-24 22:52:19,037 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.3319 +[2025-03-24 22:52:19,074 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8511 +[2025-03-24 22:52:19,108 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8885 +[2025-03-24 22:52:19,136 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1482 +[2025-03-24 22:52:19,162 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3179 +[2025-03-24 22:52:19,216 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7367 +[2025-03-24 22:52:19,254 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8647 +[2025-03-24 22:52:19,300 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8402 +[2025-03-24 22:52:19,344 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2516 +[2025-03-24 22:52:19,382 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5058 +[2025-03-24 22:52:19,429 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9014 +[2025-03-24 22:52:19,454 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.4451 +[2025-03-24 22:52:19,505 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0500 +[2025-03-24 22:52:19,528 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9221 +[2025-03-24 22:52:20,535 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:52:20,536 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:52:20,536 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:52:20,536 INFO hook.py line 689 2330458] wall : 0.6844 0.9488 +[2025-03-24 22:52:20,536 INFO hook.py line 689 2330458] floor : 0.9045 0.9867 +[2025-03-24 22:52:20,536 INFO hook.py line 689 2330458] cabinet : 0.2432 0.2943 +[2025-03-24 22:52:20,536 INFO hook.py line 689 2330458] bed : 0.4090 0.6087 +[2025-03-24 22:52:20,536 INFO hook.py line 689 2330458] chair : 0.6372 0.7979 +[2025-03-24 22:52:20,536 INFO hook.py line 689 2330458] sofa : 0.4045 0.4671 +[2025-03-24 22:52:20,536 INFO hook.py line 689 2330458] table : 0.4569 0.6130 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] door : 0.3045 0.4144 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] window : 0.1766 0.2182 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] bookshelf : 0.4306 0.5528 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] picture : 0.2054 0.2722 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] counter : 0.3022 0.4413 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] desk : 0.1957 0.2446 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] curtain : 0.2852 0.3682 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] refridgerator : 0.1180 0.2158 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:52:20,537 INFO hook.py line 689 2330458] sink : 0.0654 0.0833 +[2025-03-24 22:52:20,538 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:52:20,538 INFO hook.py line 689 2330458] otherfurniture : 0.0731 0.0767 +[2025-03-24 22:52:20,538 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:52:20,538 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2948/0.3802/0.7461. +[2025-03-24 22:52:20,539 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:52:20,544 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2975 +[2025-03-24 22:52:20,545 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:52:22,409 INFO hook.py line 566 2330458] Train: [77/100][1/4] Data 1.005 (1.005) Batch 1.209 (1.209) Remain 00:01:54 loss: 0.4407 Lr: 4.30864e-04 +[2025-03-24 22:52:22,630 INFO hook.py line 566 2330458] Train: [77/100][2/4] Data 0.002 (0.002) Batch 0.221 (0.221) Remain 00:00:20 loss: 0.1288 Lr: 4.22206e-04 +[2025-03-24 22:52:22,809 INFO hook.py line 566 2330458] Train: [77/100][3/4] Data 0.001 (0.001) Batch 0.179 (0.179) Remain 00:00:16 loss: 0.1320 Lr: 4.13621e-04 +[2025-03-24 22:52:22,964 INFO hook.py line 566 2330458] Train: [77/100][4/4] Data 0.001 (0.001) Batch 0.156 (0.156) Remain 00:00:14 loss: 0.2433 Lr: 4.05110e-04 +[2025-03-24 22:52:22,965 INFO misc.py line 135 2330458] Train result: loss: 0.2362 +[2025-03-24 22:52:23,049 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:52:33,601 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2456 +[2025-03-24 22:52:34,035 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1277 +[2025-03-24 22:52:34,065 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0856 +[2025-03-24 22:52:34,108 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8990 +[2025-03-24 22:52:34,139 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0288 +[2025-03-24 22:52:34,193 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7504 +[2025-03-24 22:52:34,239 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5104 +[2025-03-24 22:52:34,377 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9414 +[2025-03-24 22:52:34,589 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5330 +[2025-03-24 22:52:34,619 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.4261 +[2025-03-24 22:52:34,667 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5169 +[2025-03-24 22:52:34,698 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0851 +[2025-03-24 22:52:34,744 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.2480 +[2025-03-24 22:52:34,778 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7597 +[2025-03-24 22:52:34,812 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7546 +[2025-03-24 22:52:34,853 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7458 +[2025-03-24 22:52:34,890 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8048 +[2025-03-24 22:52:34,919 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4836 +[2025-03-24 22:52:34,961 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.4974 +[2025-03-24 22:52:34,994 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7616 +[2025-03-24 22:52:35,026 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6400 +[2025-03-24 22:52:35,062 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7669 +[2025-03-24 22:52:35,101 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6052 +[2025-03-24 22:52:35,140 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5986 +[2025-03-24 22:52:35,180 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5115 +[2025-03-24 22:52:35,216 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8935 +[2025-03-24 22:52:35,262 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3138 +[2025-03-24 22:52:35,293 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6448 +[2025-03-24 22:52:35,318 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9615 +[2025-03-24 22:52:35,377 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0636 +[2025-03-24 22:52:35,432 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6445 +[2025-03-24 22:52:35,463 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1665 +[2025-03-24 22:52:35,513 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5332 +[2025-03-24 22:52:35,553 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.8584 +[2025-03-24 22:52:35,586 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.5989 +[2025-03-24 22:52:35,619 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.6196 +[2025-03-24 22:52:35,653 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0800 +[2025-03-24 22:52:35,683 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7111 +[2025-03-24 22:52:35,739 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8684 +[2025-03-24 22:52:35,783 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1887 +[2025-03-24 22:52:35,821 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7581 +[2025-03-24 22:52:35,856 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.8479 +[2025-03-24 22:52:35,894 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1314 +[2025-03-24 22:52:35,945 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2304 +[2025-03-24 22:52:35,977 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.3563 +[2025-03-24 22:52:36,019 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5119 +[2025-03-24 22:52:36,054 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.8266 +[2025-03-24 22:52:36,093 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5922 +[2025-03-24 22:52:36,129 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7869 +[2025-03-24 22:52:36,159 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1978 +[2025-03-24 22:52:36,191 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9971 +[2025-03-24 22:52:36,225 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9449 +[2025-03-24 22:52:36,254 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6936 +[2025-03-24 22:52:36,295 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7855 +[2025-03-24 22:52:36,330 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2592 +[2025-03-24 22:52:36,366 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.4940 +[2025-03-24 22:52:36,394 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9275 +[2025-03-24 22:52:36,417 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2322 +[2025-03-24 22:52:36,451 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5624 +[2025-03-24 22:52:36,480 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5688 +[2025-03-24 22:52:36,500 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2016 +[2025-03-24 22:52:36,529 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3588 +[2025-03-24 22:52:36,561 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6053 +[2025-03-24 22:52:36,612 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2226 +[2025-03-24 22:52:36,636 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.2721 +[2025-03-24 22:52:36,673 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.8121 +[2025-03-24 22:52:36,708 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9199 +[2025-03-24 22:52:36,736 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1675 +[2025-03-24 22:52:36,762 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3159 +[2025-03-24 22:52:36,815 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7114 +[2025-03-24 22:52:36,854 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9083 +[2025-03-24 22:52:36,900 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8768 +[2025-03-24 22:52:36,944 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2299 +[2025-03-24 22:52:36,982 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5347 +[2025-03-24 22:52:37,029 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.9065 +[2025-03-24 22:52:37,054 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3828 +[2025-03-24 22:52:37,105 INFO hook.py line 748 2330458] Test: [77/78] Loss 1.0188 +[2025-03-24 22:52:37,129 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9387 +[2025-03-24 22:52:38,162 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:52:38,163 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:52:38,163 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:52:38,163 INFO hook.py line 689 2330458] wall : 0.6855 0.9543 +[2025-03-24 22:52:38,163 INFO hook.py line 689 2330458] floor : 0.9048 0.9867 +[2025-03-24 22:52:38,163 INFO hook.py line 689 2330458] cabinet : 0.2489 0.3038 +[2025-03-24 22:52:38,163 INFO hook.py line 689 2330458] bed : 0.4159 0.5924 +[2025-03-24 22:52:38,163 INFO hook.py line 689 2330458] chair : 0.6348 0.8063 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] sofa : 0.3817 0.4287 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] table : 0.4543 0.6043 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] door : 0.2894 0.3667 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] window : 0.1888 0.2399 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] bookshelf : 0.4277 0.5416 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] picture : 0.2121 0.2830 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] counter : 0.3035 0.4681 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] desk : 0.2133 0.2830 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] curtain : 0.2847 0.3670 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] refridgerator : 0.1172 0.2213 +[2025-03-24 22:52:38,164 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:52:38,165 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:52:38,165 INFO hook.py line 689 2330458] sink : 0.0725 0.0935 +[2025-03-24 22:52:38,165 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:52:38,165 INFO hook.py line 689 2330458] otherfurniture : 0.0730 0.0765 +[2025-03-24 22:52:38,165 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:52:38,165 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2954/0.3808/0.7465. +[2025-03-24 22:52:38,167 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:52:38,176 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2975 +[2025-03-24 22:52:38,177 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:52:39,950 INFO hook.py line 566 2330458] Train: [78/100][1/4] Data 0.934 (0.934) Batch 1.114 (1.114) Remain 00:01:41 loss: 0.3095 Lr: 3.96674e-04 +[2025-03-24 22:52:40,153 INFO hook.py line 566 2330458] Train: [78/100][2/4] Data 0.003 (0.003) Batch 0.203 (0.203) Remain 00:00:18 loss: 0.2136 Lr: 3.88314e-04 +[2025-03-24 22:52:40,328 INFO hook.py line 566 2330458] Train: [78/100][3/4] Data 0.002 (0.002) Batch 0.175 (0.175) Remain 00:00:15 loss: 0.4243 Lr: 3.80030e-04 +[2025-03-24 22:52:40,503 INFO hook.py line 566 2330458] Train: [78/100][4/4] Data 0.001 (0.001) Batch 0.175 (0.175) Remain 00:00:15 loss: 0.1958 Lr: 3.71822e-04 +[2025-03-24 22:52:40,503 INFO misc.py line 135 2330458] Train result: loss: 0.2858 +[2025-03-24 22:52:40,569 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:52:51,666 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2613 +[2025-03-24 22:52:51,713 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1153 +[2025-03-24 22:52:51,745 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0943 +[2025-03-24 22:52:51,790 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9116 +[2025-03-24 22:52:51,823 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0387 +[2025-03-24 22:52:51,872 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7445 +[2025-03-24 22:52:51,918 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4967 +[2025-03-24 22:52:51,958 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.9307 +[2025-03-24 22:52:51,997 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5534 +[2025-03-24 22:52:52,028 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3504 +[2025-03-24 22:52:52,069 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5628 +[2025-03-24 22:52:52,100 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0720 +[2025-03-24 22:52:52,145 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.1828 +[2025-03-24 22:52:52,188 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8034 +[2025-03-24 22:52:52,222 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8397 +[2025-03-24 22:52:52,264 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6802 +[2025-03-24 22:52:52,310 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8371 +[2025-03-24 22:52:52,348 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4947 +[2025-03-24 22:52:52,394 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.4729 +[2025-03-24 22:52:52,424 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7295 +[2025-03-24 22:52:52,456 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6451 +[2025-03-24 22:52:52,493 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7542 +[2025-03-24 22:52:52,520 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5911 +[2025-03-24 22:52:52,560 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5819 +[2025-03-24 22:52:52,599 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.5043 +[2025-03-24 22:52:52,646 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8975 +[2025-03-24 22:52:52,692 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.2766 +[2025-03-24 22:52:52,722 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7075 +[2025-03-24 22:52:52,753 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9760 +[2025-03-24 22:52:52,804 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0739 +[2025-03-24 22:52:52,858 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6548 +[2025-03-24 22:52:52,889 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.2150 +[2025-03-24 22:52:52,938 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5375 +[2025-03-24 22:52:52,972 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9017 +[2025-03-24 22:52:53,009 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6216 +[2025-03-24 22:52:53,041 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5630 +[2025-03-24 22:52:53,075 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0855 +[2025-03-24 22:52:53,105 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7105 +[2025-03-24 22:52:53,161 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9076 +[2025-03-24 22:52:53,204 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2209 +[2025-03-24 22:52:53,246 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7531 +[2025-03-24 22:52:53,272 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.8971 +[2025-03-24 22:52:53,304 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1495 +[2025-03-24 22:52:53,358 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2476 +[2025-03-24 22:52:53,387 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2965 +[2025-03-24 22:52:53,429 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5403 +[2025-03-24 22:52:53,466 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7930 +[2025-03-24 22:52:53,498 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.6193 +[2025-03-24 22:52:53,533 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7851 +[2025-03-24 22:52:53,573 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1440 +[2025-03-24 22:52:53,606 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9641 +[2025-03-24 22:52:53,640 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9289 +[2025-03-24 22:52:53,674 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6973 +[2025-03-24 22:52:53,710 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7880 +[2025-03-24 22:52:53,744 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2512 +[2025-03-24 22:52:53,780 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.4939 +[2025-03-24 22:52:53,808 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.9193 +[2025-03-24 22:52:53,831 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2547 +[2025-03-24 22:52:53,866 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5440 +[2025-03-24 22:52:53,894 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5814 +[2025-03-24 22:52:53,915 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2899 +[2025-03-24 22:52:53,944 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3561 +[2025-03-24 22:52:53,976 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6163 +[2025-03-24 22:52:54,027 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2562 +[2025-03-24 22:52:54,051 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.2338 +[2025-03-24 22:52:54,088 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7751 +[2025-03-24 22:52:54,122 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9565 +[2025-03-24 22:52:54,150 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1611 +[2025-03-24 22:52:54,176 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3229 +[2025-03-24 22:52:54,229 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7095 +[2025-03-24 22:52:54,268 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9666 +[2025-03-24 22:52:54,314 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8967 +[2025-03-24 22:52:54,359 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2602 +[2025-03-24 22:52:54,396 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5329 +[2025-03-24 22:52:54,443 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8941 +[2025-03-24 22:52:54,468 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3753 +[2025-03-24 22:52:54,519 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9896 +[2025-03-24 22:52:54,542 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9331 +[2025-03-24 22:52:55,518 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:52:55,519 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:52:55,520 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:52:55,520 INFO hook.py line 689 2330458] wall : 0.6878 0.9528 +[2025-03-24 22:52:55,520 INFO hook.py line 689 2330458] floor : 0.9051 0.9872 +[2025-03-24 22:52:55,520 INFO hook.py line 689 2330458] cabinet : 0.2538 0.3122 +[2025-03-24 22:52:55,520 INFO hook.py line 689 2330458] bed : 0.4211 0.5794 +[2025-03-24 22:52:55,520 INFO hook.py line 689 2330458] chair : 0.6308 0.8071 +[2025-03-24 22:52:55,520 INFO hook.py line 689 2330458] sofa : 0.3649 0.4028 +[2025-03-24 22:52:55,520 INFO hook.py line 689 2330458] table : 0.4549 0.6089 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] door : 0.2968 0.3769 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] window : 0.1892 0.2404 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] bookshelf : 0.4208 0.5250 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] picture : 0.2198 0.2972 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] counter : 0.3075 0.5101 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] desk : 0.2249 0.3147 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] curtain : 0.2878 0.3774 +[2025-03-24 22:52:55,521 INFO hook.py line 689 2330458] refridgerator : 0.1224 0.2375 +[2025-03-24 22:52:55,522 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:52:55,522 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:52:55,522 INFO hook.py line 689 2330458] sink : 0.0670 0.0806 +[2025-03-24 22:52:55,522 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:52:55,522 INFO hook.py line 689 2330458] otherfurniture : 0.0695 0.0725 +[2025-03-24 22:52:55,522 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:52:55,522 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2962/0.3841/0.7468. +[2025-03-24 22:52:55,523 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:52:55,537 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2975 +[2025-03-24 22:52:55,538 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:52:57,362 INFO hook.py line 566 2330458] Train: [79/100][1/4] Data 0.987 (0.987) Batch 1.176 (1.176) Remain 00:01:42 loss: 0.3642 Lr: 3.63691e-04 +[2025-03-24 22:52:57,583 INFO hook.py line 566 2330458] Train: [79/100][2/4] Data 0.002 (0.002) Batch 0.221 (0.221) Remain 00:00:18 loss: 0.4063 Lr: 3.55638e-04 +[2025-03-24 22:52:57,753 INFO hook.py line 566 2330458] Train: [79/100][3/4] Data 0.001 (0.001) Batch 0.171 (0.171) Remain 00:00:14 loss: 0.1742 Lr: 3.47664e-04 +[2025-03-24 22:52:57,918 INFO hook.py line 566 2330458] Train: [79/100][4/4] Data 0.002 (0.002) Batch 0.165 (0.165) Remain 00:00:13 loss: 0.2148 Lr: 3.39768e-04 +[2025-03-24 22:52:57,918 INFO misc.py line 135 2330458] Train result: loss: 0.2899 +[2025-03-24 22:52:57,987 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:53:08,992 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2620 +[2025-03-24 22:53:09,042 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1282 +[2025-03-24 22:53:09,073 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0396 +[2025-03-24 22:53:09,250 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9010 +[2025-03-24 22:53:09,281 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0713 +[2025-03-24 22:53:09,337 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7092 +[2025-03-24 22:53:09,384 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5013 +[2025-03-24 22:53:09,417 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8916 +[2025-03-24 22:53:09,463 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5972 +[2025-03-24 22:53:09,494 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2832 +[2025-03-24 22:53:09,538 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.6044 +[2025-03-24 22:53:09,568 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0479 +[2025-03-24 22:53:09,612 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.0962 +[2025-03-24 22:53:09,646 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8457 +[2025-03-24 22:53:09,680 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8834 +[2025-03-24 22:53:09,721 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7071 +[2025-03-24 22:53:09,756 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8788 +[2025-03-24 22:53:09,787 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5667 +[2025-03-24 22:53:09,830 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.4366 +[2025-03-24 22:53:09,858 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7814 +[2025-03-24 22:53:09,891 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6688 +[2025-03-24 22:53:09,933 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7506 +[2025-03-24 22:53:09,958 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6037 +[2025-03-24 22:53:09,998 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5831 +[2025-03-24 22:53:10,036 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4761 +[2025-03-24 22:53:10,073 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8767 +[2025-03-24 22:53:10,119 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3025 +[2025-03-24 22:53:10,149 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7407 +[2025-03-24 22:53:10,181 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0164 +[2025-03-24 22:53:10,231 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0833 +[2025-03-24 22:53:10,287 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6866 +[2025-03-24 22:53:10,319 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.2493 +[2025-03-24 22:53:10,369 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5548 +[2025-03-24 22:53:10,407 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9234 +[2025-03-24 22:53:10,444 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6337 +[2025-03-24 22:53:10,476 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5327 +[2025-03-24 22:53:10,509 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0781 +[2025-03-24 22:53:10,539 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7265 +[2025-03-24 22:53:10,595 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9048 +[2025-03-24 22:53:10,639 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2376 +[2025-03-24 22:53:10,677 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7638 +[2025-03-24 22:53:10,709 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.8357 +[2025-03-24 22:53:10,740 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1661 +[2025-03-24 22:53:10,794 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.2281 +[2025-03-24 22:53:10,826 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2622 +[2025-03-24 22:53:10,868 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5634 +[2025-03-24 22:53:10,906 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7729 +[2025-03-24 22:53:10,939 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.6385 +[2025-03-24 22:53:10,970 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7864 +[2025-03-24 22:53:11,002 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1040 +[2025-03-24 22:53:11,031 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9319 +[2025-03-24 22:53:11,067 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9552 +[2025-03-24 22:53:11,099 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7006 +[2025-03-24 22:53:11,139 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7712 +[2025-03-24 22:53:11,174 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2384 +[2025-03-24 22:53:11,210 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5081 +[2025-03-24 22:53:11,238 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8834 +[2025-03-24 22:53:11,262 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2467 +[2025-03-24 22:53:11,296 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5414 +[2025-03-24 22:53:11,325 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.6005 +[2025-03-24 22:53:11,346 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2610 +[2025-03-24 22:53:11,375 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3732 +[2025-03-24 22:53:11,407 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.6190 +[2025-03-24 22:53:11,458 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2679 +[2025-03-24 22:53:11,482 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.2206 +[2025-03-24 22:53:11,520 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7337 +[2025-03-24 22:53:11,554 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9374 +[2025-03-24 22:53:11,583 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1084 +[2025-03-24 22:53:11,610 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3233 +[2025-03-24 22:53:11,663 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7146 +[2025-03-24 22:53:11,701 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9965 +[2025-03-24 22:53:11,748 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8611 +[2025-03-24 22:53:11,792 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3178 +[2025-03-24 22:53:11,830 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5267 +[2025-03-24 22:53:11,877 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8753 +[2025-03-24 22:53:11,903 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3814 +[2025-03-24 22:53:11,954 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9833 +[2025-03-24 22:53:11,977 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9033 +[2025-03-24 22:53:12,972 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:53:12,972 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:53:12,972 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] wall : 0.6893 0.9485 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] floor : 0.9070 0.9868 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] cabinet : 0.2607 0.3267 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] bed : 0.4212 0.5651 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] chair : 0.6332 0.7974 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] sofa : 0.3731 0.4127 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] table : 0.4545 0.6200 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] door : 0.3122 0.4091 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] window : 0.1771 0.2203 +[2025-03-24 22:53:12,973 INFO hook.py line 689 2330458] bookshelf : 0.4203 0.5260 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] picture : 0.2190 0.2946 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] counter : 0.2967 0.5374 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] desk : 0.2300 0.3342 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] curtain : 0.2968 0.4024 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] refridgerator : 0.1254 0.2453 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] sink : 0.0552 0.0640 +[2025-03-24 22:53:12,974 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:53:12,975 INFO hook.py line 689 2330458] otherfurniture : 0.0715 0.0747 +[2025-03-24 22:53:12,975 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:53:12,975 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.2972/0.3883/0.7472. +[2025-03-24 22:53:12,976 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:53:12,985 INFO misc.py line 164 2330458] Currently Best mIoU: 0.2975 +[2025-03-24 22:53:12,985 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:53:15,084 INFO hook.py line 566 2330458] Train: [80/100][1/4] Data 1.240 (1.240) Batch 1.450 (1.450) Remain 00:02:00 loss: 0.2619 Lr: 3.31951e-04 +[2025-03-24 22:53:15,267 INFO hook.py line 566 2330458] Train: [80/100][2/4] Data 0.001 (0.001) Batch 0.183 (0.183) Remain 00:00:14 loss: 0.3263 Lr: 3.24214e-04 +[2025-03-24 22:53:15,440 INFO hook.py line 566 2330458] Train: [80/100][3/4] Data 0.002 (0.002) Batch 0.173 (0.173) Remain 00:00:14 loss: 0.3781 Lr: 3.16558e-04 +[2025-03-24 22:53:15,612 INFO hook.py line 566 2330458] Train: [80/100][4/4] Data 0.001 (0.001) Batch 0.172 (0.172) Remain 00:00:13 loss: 0.3227 Lr: 3.08982e-04 +[2025-03-24 22:53:15,612 INFO misc.py line 135 2330458] Train result: loss: 0.3223 +[2025-03-24 22:53:15,700 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:53:25,960 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2586 +[2025-03-24 22:53:26,540 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.1122 +[2025-03-24 22:53:26,579 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0622 +[2025-03-24 22:53:26,625 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9073 +[2025-03-24 22:53:26,656 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0865 +[2025-03-24 22:53:26,707 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7036 +[2025-03-24 22:53:26,918 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5272 +[2025-03-24 22:53:26,943 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8678 +[2025-03-24 22:53:26,987 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5990 +[2025-03-24 22:53:27,015 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2919 +[2025-03-24 22:53:27,218 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5680 +[2025-03-24 22:53:27,246 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0056 +[2025-03-24 22:53:27,290 INFO hook.py line 748 2330458] Test: [13/78] Loss 3.0299 +[2025-03-24 22:53:27,327 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.8084 +[2025-03-24 22:53:27,370 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.9074 +[2025-03-24 22:53:27,412 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7622 +[2025-03-24 22:53:27,447 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8769 +[2025-03-24 22:53:27,478 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5957 +[2025-03-24 22:53:27,520 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3827 +[2025-03-24 22:53:27,549 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8076 +[2025-03-24 22:53:27,581 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6819 +[2025-03-24 22:53:27,617 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7957 +[2025-03-24 22:53:27,643 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.6037 +[2025-03-24 22:53:27,683 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5989 +[2025-03-24 22:53:27,723 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4122 +[2025-03-24 22:53:27,760 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8965 +[2025-03-24 22:53:27,806 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3603 +[2025-03-24 22:53:27,838 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7691 +[2025-03-24 22:53:27,870 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0357 +[2025-03-24 22:53:27,920 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0928 +[2025-03-24 22:53:27,973 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.6400 +[2025-03-24 22:53:28,004 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1979 +[2025-03-24 22:53:28,052 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5685 +[2025-03-24 22:53:28,089 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9538 +[2025-03-24 22:53:28,127 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6374 +[2025-03-24 22:53:28,160 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5502 +[2025-03-24 22:53:28,194 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0817 +[2025-03-24 22:53:28,223 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7304 +[2025-03-24 22:53:28,279 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9113 +[2025-03-24 22:53:28,321 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2502 +[2025-03-24 22:53:28,364 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7461 +[2025-03-24 22:53:28,390 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.6972 +[2025-03-24 22:53:28,422 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1657 +[2025-03-24 22:53:28,474 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1984 +[2025-03-24 22:53:28,504 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.2307 +[2025-03-24 22:53:28,547 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5797 +[2025-03-24 22:53:28,582 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7592 +[2025-03-24 22:53:28,614 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.6186 +[2025-03-24 22:53:28,651 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7672 +[2025-03-24 22:53:28,688 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.0928 +[2025-03-24 22:53:28,722 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9184 +[2025-03-24 22:53:28,756 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9646 +[2025-03-24 22:53:28,784 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7144 +[2025-03-24 22:53:28,820 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7691 +[2025-03-24 22:53:28,855 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2235 +[2025-03-24 22:53:28,890 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5174 +[2025-03-24 22:53:28,919 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8423 +[2025-03-24 22:53:28,942 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2264 +[2025-03-24 22:53:28,977 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5285 +[2025-03-24 22:53:29,005 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5897 +[2025-03-24 22:53:29,026 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2740 +[2025-03-24 22:53:29,055 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3726 +[2025-03-24 22:53:29,087 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5799 +[2025-03-24 22:53:29,139 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2743 +[2025-03-24 22:53:29,164 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1906 +[2025-03-24 22:53:29,201 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7073 +[2025-03-24 22:53:29,235 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.9044 +[2025-03-24 22:53:29,264 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1107 +[2025-03-24 22:53:29,290 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3197 +[2025-03-24 22:53:29,343 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7345 +[2025-03-24 22:53:29,381 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.9446 +[2025-03-24 22:53:29,428 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.8090 +[2025-03-24 22:53:29,472 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3416 +[2025-03-24 22:53:29,510 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4975 +[2025-03-24 22:53:29,557 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8422 +[2025-03-24 22:53:29,582 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3643 +[2025-03-24 22:53:29,633 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9435 +[2025-03-24 22:53:29,656 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8838 +[2025-03-24 22:53:30,671 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:53:30,671 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:53:30,671 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] wall : 0.6914 0.9461 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] floor : 0.9098 0.9862 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] cabinet : 0.2639 0.3334 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] bed : 0.4229 0.5686 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] chair : 0.6365 0.7938 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] sofa : 0.3936 0.4429 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] table : 0.4607 0.6434 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] door : 0.3207 0.4248 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] window : 0.1692 0.2085 +[2025-03-24 22:53:30,672 INFO hook.py line 689 2330458] bookshelf : 0.4288 0.5416 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] picture : 0.2110 0.2808 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] counter : 0.2979 0.5292 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] desk : 0.2314 0.3373 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] curtain : 0.2978 0.4112 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] refridgerator : 0.1264 0.2364 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] sink : 0.0712 0.0875 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:53:30,673 INFO hook.py line 689 2330458] otherfurniture : 0.0735 0.0766 +[2025-03-24 22:53:30,673 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:53:30,673 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3003/0.3924/0.7490. +[2025-03-24 22:53:30,674 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:53:30,686 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3003 +[2025-03-24 22:53:30,687 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3003 +[2025-03-24 22:53:30,687 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:53:32,793 INFO hook.py line 566 2330458] Train: [81/100][1/4] Data 0.883 (0.883) Batch 1.057 (1.057) Remain 00:01:23 loss: 0.3119 Lr: 3.01488e-04 +[2025-03-24 22:53:33,005 INFO hook.py line 566 2330458] Train: [81/100][2/4] Data 0.002 (0.002) Batch 0.212 (0.212) Remain 00:00:16 loss: 0.1220 Lr: 2.94076e-04 +[2025-03-24 22:53:33,362 INFO hook.py line 566 2330458] Train: [81/100][3/4] Data 0.002 (0.002) Batch 0.357 (0.357) Remain 00:00:27 loss: 0.1968 Lr: 2.86746e-04 +[2025-03-24 22:53:33,673 INFO hook.py line 566 2330458] Train: [81/100][4/4] Data 0.002 (0.002) Batch 0.311 (0.311) Remain 00:00:23 loss: 0.4214 Lr: 2.79499e-04 +[2025-03-24 22:53:33,674 INFO misc.py line 135 2330458] Train result: loss: 0.2630 +[2025-03-24 22:53:33,747 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:53:43,996 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2506 +[2025-03-24 22:53:44,697 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0544 +[2025-03-24 22:53:44,730 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0177 +[2025-03-24 22:53:44,954 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8996 +[2025-03-24 22:53:44,984 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0882 +[2025-03-24 22:53:45,034 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6893 +[2025-03-24 22:53:45,082 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5332 +[2025-03-24 22:53:45,113 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8392 +[2025-03-24 22:53:45,159 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6023 +[2025-03-24 22:53:45,196 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3305 +[2025-03-24 22:53:45,247 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5818 +[2025-03-24 22:53:45,276 INFO hook.py line 748 2330458] Test: [12/78] Loss 0.9915 +[2025-03-24 22:53:45,319 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.9911 +[2025-03-24 22:53:45,353 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7469 +[2025-03-24 22:53:45,387 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8661 +[2025-03-24 22:53:45,431 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.9066 +[2025-03-24 22:53:45,466 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.8340 +[2025-03-24 22:53:45,495 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5668 +[2025-03-24 22:53:45,536 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3480 +[2025-03-24 22:53:45,566 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7721 +[2025-03-24 22:53:45,598 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6738 +[2025-03-24 22:53:45,636 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8260 +[2025-03-24 22:53:45,669 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5845 +[2025-03-24 22:53:45,709 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6053 +[2025-03-24 22:53:45,748 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4072 +[2025-03-24 22:53:45,796 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9371 +[2025-03-24 22:53:45,843 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3760 +[2025-03-24 22:53:45,874 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7591 +[2025-03-24 22:53:45,900 INFO hook.py line 748 2330458] Test: [29/78] Loss 1.0065 +[2025-03-24 22:53:45,951 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0845 +[2025-03-24 22:53:46,007 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5664 +[2025-03-24 22:53:46,038 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1438 +[2025-03-24 22:53:46,085 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5725 +[2025-03-24 22:53:46,130 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9734 +[2025-03-24 22:53:46,166 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6454 +[2025-03-24 22:53:46,205 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5635 +[2025-03-24 22:53:46,243 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0777 +[2025-03-24 22:53:46,272 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7201 +[2025-03-24 22:53:46,328 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.9032 +[2025-03-24 22:53:46,369 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2487 +[2025-03-24 22:53:46,408 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.7148 +[2025-03-24 22:53:46,434 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5790 +[2025-03-24 22:53:46,467 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1578 +[2025-03-24 22:53:46,517 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1705 +[2025-03-24 22:53:46,546 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1676 +[2025-03-24 22:53:46,596 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6627 +[2025-03-24 22:53:46,633 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7379 +[2025-03-24 22:53:46,664 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5695 +[2025-03-24 22:53:46,696 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7511 +[2025-03-24 22:53:46,732 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1331 +[2025-03-24 22:53:46,762 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.8472 +[2025-03-24 22:53:46,798 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9465 +[2025-03-24 22:53:46,828 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7057 +[2025-03-24 22:53:46,864 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7491 +[2025-03-24 22:53:46,898 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2105 +[2025-03-24 22:53:46,934 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5141 +[2025-03-24 22:53:46,963 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8391 +[2025-03-24 22:53:46,985 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.2042 +[2025-03-24 22:53:47,020 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5241 +[2025-03-24 22:53:47,048 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5618 +[2025-03-24 22:53:47,069 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2565 +[2025-03-24 22:53:47,098 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3691 +[2025-03-24 22:53:47,130 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5929 +[2025-03-24 22:53:47,181 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2186 +[2025-03-24 22:53:47,204 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1026 +[2025-03-24 22:53:47,241 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7037 +[2025-03-24 22:53:47,276 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8500 +[2025-03-24 22:53:47,304 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1359 +[2025-03-24 22:53:47,330 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3094 +[2025-03-24 22:53:47,384 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7553 +[2025-03-24 22:53:47,422 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8991 +[2025-03-24 22:53:47,469 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7862 +[2025-03-24 22:53:47,513 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3418 +[2025-03-24 22:53:47,551 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4901 +[2025-03-24 22:53:47,598 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7987 +[2025-03-24 22:53:47,623 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3316 +[2025-03-24 22:53:47,674 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9143 +[2025-03-24 22:53:47,696 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8611 +[2025-03-24 22:53:48,724 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:53:48,725 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:53:48,725 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] wall : 0.6944 0.9458 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] floor : 0.9121 0.9854 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] cabinet : 0.2656 0.3358 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] bed : 0.4228 0.5760 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] chair : 0.6401 0.7949 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] sofa : 0.4171 0.4809 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] table : 0.4684 0.6596 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] door : 0.3227 0.4242 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] window : 0.1708 0.2100 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] bookshelf : 0.4402 0.5620 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] picture : 0.2080 0.2752 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] counter : 0.2997 0.5108 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] desk : 0.2305 0.3317 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] curtain : 0.3021 0.4308 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] refridgerator : 0.1253 0.2247 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] sink : 0.0834 0.1099 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:53:48,725 INFO hook.py line 689 2330458] otherfurniture : 0.0713 0.0742 +[2025-03-24 22:53:48,725 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:53:48,725 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3037/0.3966/0.7511. +[2025-03-24 22:53:48,726 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:53:48,739 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3037 +[2025-03-24 22:53:48,739 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3037 +[2025-03-24 22:53:48,740 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:53:50,674 INFO hook.py line 566 2330458] Train: [82/100][1/4] Data 0.757 (0.757) Batch 0.925 (0.925) Remain 00:01:09 loss: 0.4457 Lr: 2.72336e-04 +[2025-03-24 22:53:50,875 INFO hook.py line 566 2330458] Train: [82/100][2/4] Data 0.013 (0.013) Batch 0.201 (0.201) Remain 00:00:14 loss: 0.1516 Lr: 2.65256e-04 +[2025-03-24 22:53:51,043 INFO hook.py line 566 2330458] Train: [82/100][3/4] Data 0.002 (0.002) Batch 0.168 (0.168) Remain 00:00:12 loss: 0.2512 Lr: 2.58261e-04 +[2025-03-24 22:53:51,203 INFO hook.py line 566 2330458] Train: [82/100][4/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:11 loss: 0.2077 Lr: 2.51351e-04 +[2025-03-24 22:53:51,203 INFO misc.py line 135 2330458] Train result: loss: 0.2641 +[2025-03-24 22:53:51,270 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:54:01,472 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2296 +[2025-03-24 22:54:02,247 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0695 +[2025-03-24 22:54:02,288 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0313 +[2025-03-24 22:54:02,455 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8895 +[2025-03-24 22:54:02,495 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0934 +[2025-03-24 22:54:02,549 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6936 +[2025-03-24 22:54:02,595 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5380 +[2025-03-24 22:54:02,618 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8387 +[2025-03-24 22:54:02,660 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5495 +[2025-03-24 22:54:02,688 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3070 +[2025-03-24 22:54:02,730 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5692 +[2025-03-24 22:54:02,759 INFO hook.py line 748 2330458] Test: [12/78] Loss 0.9982 +[2025-03-24 22:54:02,802 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.9700 +[2025-03-24 22:54:02,836 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7116 +[2025-03-24 22:54:02,868 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8656 +[2025-03-24 22:54:02,910 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.9886 +[2025-03-24 22:54:02,945 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7933 +[2025-03-24 22:54:02,979 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5561 +[2025-03-24 22:54:03,020 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3359 +[2025-03-24 22:54:03,050 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7331 +[2025-03-24 22:54:03,081 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6561 +[2025-03-24 22:54:03,117 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8523 +[2025-03-24 22:54:03,145 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5447 +[2025-03-24 22:54:03,183 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5986 +[2025-03-24 22:54:03,223 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4454 +[2025-03-24 22:54:03,259 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9455 +[2025-03-24 22:54:03,305 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4671 +[2025-03-24 22:54:03,335 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7387 +[2025-03-24 22:54:03,369 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9776 +[2025-03-24 22:54:03,418 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.0993 +[2025-03-24 22:54:03,474 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5057 +[2025-03-24 22:54:03,505 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.1056 +[2025-03-24 22:54:03,553 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5600 +[2025-03-24 22:54:03,595 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9849 +[2025-03-24 22:54:03,629 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6374 +[2025-03-24 22:54:03,662 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5500 +[2025-03-24 22:54:03,693 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.0915 +[2025-03-24 22:54:03,723 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.7097 +[2025-03-24 22:54:03,780 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8888 +[2025-03-24 22:54:03,821 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2577 +[2025-03-24 22:54:03,863 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6983 +[2025-03-24 22:54:03,887 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5004 +[2025-03-24 22:54:03,924 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1204 +[2025-03-24 22:54:03,980 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1420 +[2025-03-24 22:54:04,012 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1961 +[2025-03-24 22:54:04,054 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5897 +[2025-03-24 22:54:04,092 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7605 +[2025-03-24 22:54:04,124 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5712 +[2025-03-24 22:54:04,156 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7365 +[2025-03-24 22:54:04,189 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1777 +[2025-03-24 22:54:04,220 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.8795 +[2025-03-24 22:54:04,252 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9729 +[2025-03-24 22:54:04,288 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7293 +[2025-03-24 22:54:04,328 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7421 +[2025-03-24 22:54:04,370 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2168 +[2025-03-24 22:54:04,407 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5256 +[2025-03-24 22:54:04,436 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8527 +[2025-03-24 22:54:04,459 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1798 +[2025-03-24 22:54:04,493 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5126 +[2025-03-24 22:54:04,521 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5409 +[2025-03-24 22:54:04,542 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2450 +[2025-03-24 22:54:04,571 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3900 +[2025-03-24 22:54:04,602 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5505 +[2025-03-24 22:54:04,653 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2247 +[2025-03-24 22:54:04,677 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1001 +[2025-03-24 22:54:04,714 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7036 +[2025-03-24 22:54:04,748 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8222 +[2025-03-24 22:54:04,777 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1885 +[2025-03-24 22:54:04,803 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3115 +[2025-03-24 22:54:04,856 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7497 +[2025-03-24 22:54:04,894 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8667 +[2025-03-24 22:54:04,941 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7928 +[2025-03-24 22:54:04,985 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3142 +[2025-03-24 22:54:05,023 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4760 +[2025-03-24 22:54:05,070 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8018 +[2025-03-24 22:54:05,095 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3244 +[2025-03-24 22:54:05,146 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9004 +[2025-03-24 22:54:05,169 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8629 +[2025-03-24 22:54:06,268 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:54:06,268 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:54:06,268 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:54:06,268 INFO hook.py line 689 2330458] wall : 0.6961 0.9472 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] floor : 0.9125 0.9853 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] cabinet : 0.2670 0.3384 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] bed : 0.4220 0.5828 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] chair : 0.6442 0.7985 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] sofa : 0.4316 0.5081 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] table : 0.4731 0.6594 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] door : 0.3193 0.4117 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] window : 0.1734 0.2136 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] bookshelf : 0.4494 0.5779 +[2025-03-24 22:54:06,269 INFO hook.py line 689 2330458] picture : 0.2078 0.2770 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] counter : 0.3028 0.5112 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] desk : 0.2320 0.3314 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] curtain : 0.3017 0.4245 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] refridgerator : 0.1215 0.2176 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] sink : 0.0861 0.1164 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:54:06,270 INFO hook.py line 689 2330458] otherfurniture : 0.0699 0.0728 +[2025-03-24 22:54:06,270 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:54:06,270 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3055/0.3987/0.7526. +[2025-03-24 22:54:06,271 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:54:06,282 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3055 +[2025-03-24 22:54:06,282 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3055 +[2025-03-24 22:54:06,282 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:54:08,537 INFO hook.py line 566 2330458] Train: [83/100][1/4] Data 1.006 (1.006) Batch 1.212 (1.212) Remain 00:01:26 loss: 0.3834 Lr: 2.44526e-04 +[2025-03-24 22:54:08,702 INFO hook.py line 566 2330458] Train: [83/100][2/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:11 loss: 0.2511 Lr: 2.37787e-04 +[2025-03-24 22:54:08,860 INFO hook.py line 566 2330458] Train: [83/100][3/4] Data 0.001 (0.001) Batch 0.158 (0.158) Remain 00:00:10 loss: 0.1350 Lr: 2.31134e-04 +[2025-03-24 22:54:09,015 INFO hook.py line 566 2330458] Train: [83/100][4/4] Data 0.002 (0.002) Batch 0.154 (0.154) Remain 00:00:10 loss: 0.2835 Lr: 2.24568e-04 +[2025-03-24 22:54:09,015 INFO misc.py line 135 2330458] Train result: loss: 0.2633 +[2025-03-24 22:54:09,075 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:54:19,958 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2226 +[2025-03-24 22:54:19,994 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0350 +[2025-03-24 22:54:20,024 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0610 +[2025-03-24 22:54:20,068 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8825 +[2025-03-24 22:54:20,099 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0800 +[2025-03-24 22:54:20,152 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6756 +[2025-03-24 22:54:20,199 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5327 +[2025-03-24 22:54:20,225 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8521 +[2025-03-24 22:54:20,317 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5656 +[2025-03-24 22:54:20,345 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.3271 +[2025-03-24 22:54:20,439 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5373 +[2025-03-24 22:54:20,473 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0141 +[2025-03-24 22:54:20,524 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.9407 +[2025-03-24 22:54:20,558 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7050 +[2025-03-24 22:54:20,590 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8894 +[2025-03-24 22:54:20,632 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.0678 +[2025-03-24 22:54:20,666 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7673 +[2025-03-24 22:54:20,695 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5983 +[2025-03-24 22:54:20,735 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3385 +[2025-03-24 22:54:20,767 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7394 +[2025-03-24 22:54:20,799 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6404 +[2025-03-24 22:54:20,838 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8700 +[2025-03-24 22:54:20,868 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5382 +[2025-03-24 22:54:20,918 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5978 +[2025-03-24 22:54:20,955 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4496 +[2025-03-24 22:54:20,992 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9441 +[2025-03-24 22:54:21,039 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4915 +[2025-03-24 22:54:21,071 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.7240 +[2025-03-24 22:54:21,096 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9573 +[2025-03-24 22:54:21,154 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1265 +[2025-03-24 22:54:21,207 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4905 +[2025-03-24 22:54:21,238 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0710 +[2025-03-24 22:54:21,287 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5672 +[2025-03-24 22:54:21,323 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9778 +[2025-03-24 22:54:21,359 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6411 +[2025-03-24 22:54:21,392 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5539 +[2025-03-24 22:54:21,425 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1297 +[2025-03-24 22:54:21,455 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6855 +[2025-03-24 22:54:21,511 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8625 +[2025-03-24 22:54:21,552 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2513 +[2025-03-24 22:54:21,590 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6746 +[2025-03-24 22:54:21,616 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.4920 +[2025-03-24 22:54:21,648 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1007 +[2025-03-24 22:54:21,700 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1206 +[2025-03-24 22:54:21,730 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1714 +[2025-03-24 22:54:21,782 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4836 +[2025-03-24 22:54:21,827 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7406 +[2025-03-24 22:54:21,860 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5384 +[2025-03-24 22:54:21,891 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7247 +[2025-03-24 22:54:21,924 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2144 +[2025-03-24 22:54:21,954 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.8857 +[2025-03-24 22:54:21,988 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9498 +[2025-03-24 22:54:22,013 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7004 +[2025-03-24 22:54:22,049 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7243 +[2025-03-24 22:54:22,083 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2057 +[2025-03-24 22:54:22,119 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5140 +[2025-03-24 22:54:22,148 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8539 +[2025-03-24 22:54:22,172 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1679 +[2025-03-24 22:54:22,206 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5079 +[2025-03-24 22:54:22,235 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5277 +[2025-03-24 22:54:22,256 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2466 +[2025-03-24 22:54:22,285 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3801 +[2025-03-24 22:54:22,317 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5374 +[2025-03-24 22:54:22,368 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2132 +[2025-03-24 22:54:22,392 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1220 +[2025-03-24 22:54:22,429 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7134 +[2025-03-24 22:54:22,463 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8046 +[2025-03-24 22:54:22,492 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2327 +[2025-03-24 22:54:22,518 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3039 +[2025-03-24 22:54:22,572 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7349 +[2025-03-24 22:54:22,610 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8600 +[2025-03-24 22:54:22,657 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7779 +[2025-03-24 22:54:22,701 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3066 +[2025-03-24 22:54:22,738 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4633 +[2025-03-24 22:54:22,786 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8195 +[2025-03-24 22:54:22,811 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3511 +[2025-03-24 22:54:22,862 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9153 +[2025-03-24 22:54:22,885 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8611 +[2025-03-24 22:54:23,881 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:54:23,882 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:54:23,882 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:54:23,882 INFO hook.py line 689 2330458] wall : 0.6982 0.9478 +[2025-03-24 22:54:23,882 INFO hook.py line 689 2330458] floor : 0.9105 0.9861 +[2025-03-24 22:54:23,882 INFO hook.py line 689 2330458] cabinet : 0.2690 0.3432 +[2025-03-24 22:54:23,882 INFO hook.py line 689 2330458] bed : 0.4222 0.5843 +[2025-03-24 22:54:23,882 INFO hook.py line 689 2330458] chair : 0.6482 0.7973 +[2025-03-24 22:54:23,882 INFO hook.py line 689 2330458] sofa : 0.4392 0.5234 +[2025-03-24 22:54:23,882 INFO hook.py line 689 2330458] table : 0.4760 0.6557 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] door : 0.3163 0.4019 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] window : 0.1786 0.2224 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] bookshelf : 0.4558 0.5886 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] picture : 0.2112 0.2848 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] counter : 0.3018 0.5205 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] desk : 0.2314 0.3279 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] curtain : 0.2999 0.4088 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] refridgerator : 0.1202 0.2282 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] sink : 0.0885 0.1186 +[2025-03-24 22:54:23,883 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:54:23,884 INFO hook.py line 689 2330458] otherfurniture : 0.0719 0.0752 +[2025-03-24 22:54:23,884 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:54:23,884 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3069/0.4007/0.7534. +[2025-03-24 22:54:23,885 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:54:23,897 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3069 +[2025-03-24 22:54:23,897 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3069 +[2025-03-24 22:54:23,898 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:54:25,923 INFO hook.py line 566 2330458] Train: [84/100][1/4] Data 0.809 (0.809) Batch 0.975 (0.975) Remain 00:01:05 loss: 0.4462 Lr: 2.18089e-04 +[2025-03-24 22:54:26,409 INFO hook.py line 566 2330458] Train: [84/100][2/4] Data 0.305 (0.305) Batch 0.486 (0.486) Remain 00:00:32 loss: 0.3210 Lr: 2.11698e-04 +[2025-03-24 22:54:26,578 INFO hook.py line 566 2330458] Train: [84/100][3/4] Data 0.001 (0.001) Batch 0.169 (0.169) Remain 00:00:10 loss: 0.1778 Lr: 2.05395e-04 +[2025-03-24 22:54:26,739 INFO hook.py line 566 2330458] Train: [84/100][4/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:10 loss: 0.2262 Lr: 1.99180e-04 +[2025-03-24 22:54:26,740 INFO misc.py line 135 2330458] Train result: loss: 0.2928 +[2025-03-24 22:54:26,810 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:54:37,370 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1967 +[2025-03-24 22:54:37,416 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0287 +[2025-03-24 22:54:37,453 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0756 +[2025-03-24 22:54:37,500 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8782 +[2025-03-24 22:54:37,533 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0763 +[2025-03-24 22:54:37,651 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6802 +[2025-03-24 22:54:38,254 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5405 +[2025-03-24 22:54:38,286 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8486 +[2025-03-24 22:54:38,331 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5585 +[2025-03-24 22:54:38,359 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2791 +[2025-03-24 22:54:38,401 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5008 +[2025-03-24 22:54:38,433 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0373 +[2025-03-24 22:54:38,477 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.9106 +[2025-03-24 22:54:38,512 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7035 +[2025-03-24 22:54:38,546 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8442 +[2025-03-24 22:54:38,587 INFO hook.py line 748 2330458] Test: [16/78] Loss 1.0780 +[2025-03-24 22:54:38,622 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7549 +[2025-03-24 22:54:38,656 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.6042 +[2025-03-24 22:54:38,696 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3240 +[2025-03-24 22:54:38,735 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7586 +[2025-03-24 22:54:38,774 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6291 +[2025-03-24 22:54:38,810 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9049 +[2025-03-24 22:54:38,837 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5428 +[2025-03-24 22:54:38,883 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5941 +[2025-03-24 22:54:38,923 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4740 +[2025-03-24 22:54:38,959 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9036 +[2025-03-24 22:54:39,005 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5209 +[2025-03-24 22:54:39,034 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6945 +[2025-03-24 22:54:39,060 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9549 +[2025-03-24 22:54:39,111 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1206 +[2025-03-24 22:54:39,165 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.5140 +[2025-03-24 22:54:39,200 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0795 +[2025-03-24 22:54:39,248 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5597 +[2025-03-24 22:54:39,283 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9583 +[2025-03-24 22:54:39,318 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6335 +[2025-03-24 22:54:39,354 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5611 +[2025-03-24 22:54:39,389 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1530 +[2025-03-24 22:54:39,415 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6667 +[2025-03-24 22:54:39,471 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8305 +[2025-03-24 22:54:39,516 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2252 +[2025-03-24 22:54:39,554 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6585 +[2025-03-24 22:54:39,580 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.4891 +[2025-03-24 22:54:39,612 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.0854 +[2025-03-24 22:54:39,666 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.0994 +[2025-03-24 22:54:39,695 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1260 +[2025-03-24 22:54:39,739 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4264 +[2025-03-24 22:54:39,775 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7716 +[2025-03-24 22:54:39,813 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5397 +[2025-03-24 22:54:39,848 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.7174 +[2025-03-24 22:54:39,880 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2414 +[2025-03-24 22:54:39,908 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9167 +[2025-03-24 22:54:39,944 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.9504 +[2025-03-24 22:54:39,969 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7205 +[2025-03-24 22:54:40,004 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7242 +[2025-03-24 22:54:40,042 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2188 +[2025-03-24 22:54:40,077 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5288 +[2025-03-24 22:54:40,106 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8588 +[2025-03-24 22:54:40,129 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1664 +[2025-03-24 22:54:40,164 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5253 +[2025-03-24 22:54:40,192 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5149 +[2025-03-24 22:54:40,212 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2091 +[2025-03-24 22:54:40,241 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3701 +[2025-03-24 22:54:40,273 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5109 +[2025-03-24 22:54:40,324 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2011 +[2025-03-24 22:54:40,348 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1329 +[2025-03-24 22:54:40,385 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7139 +[2025-03-24 22:54:40,419 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.7890 +[2025-03-24 22:54:40,447 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2256 +[2025-03-24 22:54:40,473 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3229 +[2025-03-24 22:54:40,527 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7300 +[2025-03-24 22:54:40,565 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8159 +[2025-03-24 22:54:40,612 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7797 +[2025-03-24 22:54:40,657 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2648 +[2025-03-24 22:54:40,694 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4727 +[2025-03-24 22:54:40,741 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8288 +[2025-03-24 22:54:40,766 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3246 +[2025-03-24 22:54:40,817 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9118 +[2025-03-24 22:54:40,841 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8793 +[2025-03-24 22:54:41,781 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:54:41,782 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:54:41,782 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:54:41,782 INFO hook.py line 689 2330458] wall : 0.7015 0.9480 +[2025-03-24 22:54:41,782 INFO hook.py line 689 2330458] floor : 0.9090 0.9866 +[2025-03-24 22:54:41,782 INFO hook.py line 689 2330458] cabinet : 0.2716 0.3499 +[2025-03-24 22:54:41,782 INFO hook.py line 689 2330458] bed : 0.4235 0.5875 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] chair : 0.6511 0.7935 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] sofa : 0.4427 0.5335 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] table : 0.4766 0.6504 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] door : 0.3144 0.3934 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] window : 0.1869 0.2370 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] bookshelf : 0.4586 0.5959 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] picture : 0.2153 0.2955 +[2025-03-24 22:54:41,783 INFO hook.py line 689 2330458] counter : 0.3027 0.5354 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] desk : 0.2282 0.3182 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] curtain : 0.2966 0.3987 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] refridgerator : 0.1226 0.2529 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] sink : 0.0880 0.1176 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:54:41,784 INFO hook.py line 689 2330458] otherfurniture : 0.0741 0.0779 +[2025-03-24 22:54:41,784 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:54:41,784 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3082/0.4036/0.7541. +[2025-03-24 22:54:41,785 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:54:41,797 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3082 +[2025-03-24 22:54:41,797 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3082 +[2025-03-24 22:54:41,797 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:54:43,865 INFO hook.py line 566 2330458] Train: [85/100][1/4] Data 0.826 (0.826) Batch 1.011 (1.011) Remain 00:01:03 loss: 0.3092 Lr: 1.93054e-04 +[2025-03-24 22:54:44,132 INFO hook.py line 566 2330458] Train: [85/100][2/4] Data 0.002 (0.002) Batch 0.268 (0.268) Remain 00:00:16 loss: 0.4196 Lr: 1.87018e-04 +[2025-03-24 22:54:44,301 INFO hook.py line 566 2330458] Train: [85/100][3/4] Data 0.001 (0.001) Batch 0.169 (0.169) Remain 00:00:10 loss: 0.2913 Lr: 1.81071e-04 +[2025-03-24 22:54:44,462 INFO hook.py line 566 2330458] Train: [85/100][4/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:09 loss: 0.2818 Lr: 1.75215e-04 +[2025-03-24 22:54:44,462 INFO misc.py line 135 2330458] Train result: loss: 0.3255 +[2025-03-24 22:54:44,547 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:54:54,533 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1719 +[2025-03-24 22:54:55,379 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0018 +[2025-03-24 22:54:55,414 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0706 +[2025-03-24 22:54:55,691 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8848 +[2025-03-24 22:54:55,734 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0642 +[2025-03-24 22:54:55,787 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6764 +[2025-03-24 22:54:55,840 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5358 +[2025-03-24 22:54:55,866 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8413 +[2025-03-24 22:54:55,910 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5885 +[2025-03-24 22:54:55,937 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2712 +[2025-03-24 22:54:55,979 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4968 +[2025-03-24 22:54:56,017 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0578 +[2025-03-24 22:54:56,065 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.8510 +[2025-03-24 22:54:56,098 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.7010 +[2025-03-24 22:54:56,136 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.8329 +[2025-03-24 22:54:56,177 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.9960 +[2025-03-24 22:54:56,213 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7293 +[2025-03-24 22:54:56,242 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5959 +[2025-03-24 22:54:56,291 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3353 +[2025-03-24 22:54:56,320 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7559 +[2025-03-24 22:54:56,353 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6294 +[2025-03-24 22:54:56,389 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.9239 +[2025-03-24 22:54:56,416 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.5063 +[2025-03-24 22:54:56,458 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5951 +[2025-03-24 22:54:56,499 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4332 +[2025-03-24 22:54:56,537 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8768 +[2025-03-24 22:54:56,583 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.5045 +[2025-03-24 22:54:56,612 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6536 +[2025-03-24 22:54:56,639 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9279 +[2025-03-24 22:54:56,690 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1398 +[2025-03-24 22:54:56,746 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4694 +[2025-03-24 22:54:56,777 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0449 +[2025-03-24 22:54:56,827 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5541 +[2025-03-24 22:54:56,863 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9685 +[2025-03-24 22:54:56,899 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6311 +[2025-03-24 22:54:56,941 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5610 +[2025-03-24 22:54:56,985 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1653 +[2025-03-24 22:54:57,019 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6529 +[2025-03-24 22:54:57,075 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8267 +[2025-03-24 22:54:57,120 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2248 +[2025-03-24 22:54:57,157 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6412 +[2025-03-24 22:54:57,183 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5445 +[2025-03-24 22:54:57,215 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.0653 +[2025-03-24 22:54:57,267 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.0905 +[2025-03-24 22:54:57,297 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0658 +[2025-03-24 22:54:57,338 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.3763 +[2025-03-24 22:54:57,375 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7657 +[2025-03-24 22:54:57,408 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5150 +[2025-03-24 22:54:57,438 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6817 +[2025-03-24 22:54:57,477 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2557 +[2025-03-24 22:54:57,507 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.9124 +[2025-03-24 22:54:57,541 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8927 +[2025-03-24 22:54:57,569 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6976 +[2025-03-24 22:54:57,606 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7143 +[2025-03-24 22:54:57,640 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2105 +[2025-03-24 22:54:57,676 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5287 +[2025-03-24 22:54:57,705 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8551 +[2025-03-24 22:54:57,728 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1583 +[2025-03-24 22:54:57,763 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5349 +[2025-03-24 22:54:57,791 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5234 +[2025-03-24 22:54:57,811 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.2065 +[2025-03-24 22:54:57,840 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3480 +[2025-03-24 22:54:57,872 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.4894 +[2025-03-24 22:54:57,923 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1623 +[2025-03-24 22:54:57,947 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1044 +[2025-03-24 22:54:57,984 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7173 +[2025-03-24 22:54:58,018 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8157 +[2025-03-24 22:54:58,047 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2257 +[2025-03-24 22:54:58,073 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3328 +[2025-03-24 22:54:58,126 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.7024 +[2025-03-24 22:54:58,165 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8165 +[2025-03-24 22:54:58,211 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7737 +[2025-03-24 22:54:58,256 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2731 +[2025-03-24 22:54:58,294 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4656 +[2025-03-24 22:54:58,341 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8204 +[2025-03-24 22:54:58,366 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3096 +[2025-03-24 22:54:58,417 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9113 +[2025-03-24 22:54:58,440 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.8919 +[2025-03-24 22:54:59,365 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:54:59,365 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:54:59,365 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:54:59,365 INFO hook.py line 689 2330458] wall : 0.7041 0.9458 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] floor : 0.9083 0.9868 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] cabinet : 0.2751 0.3592 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] bed : 0.4251 0.5910 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] chair : 0.6553 0.7957 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] sofa : 0.4408 0.5269 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] table : 0.4798 0.6480 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] door : 0.3130 0.3905 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] window : 0.1993 0.2590 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] bookshelf : 0.4604 0.6005 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] picture : 0.2238 0.3148 +[2025-03-24 22:54:59,366 INFO hook.py line 689 2330458] counter : 0.3016 0.5480 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] desk : 0.2284 0.3138 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] curtain : 0.2986 0.4023 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] refridgerator : 0.1259 0.2695 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] sink : 0.0851 0.1128 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:54:59,367 INFO hook.py line 689 2330458] otherfurniture : 0.0743 0.0785 +[2025-03-24 22:54:59,367 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:54:59,367 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3099/0.4072/0.7549. +[2025-03-24 22:54:59,368 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:54:59,381 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3099 +[2025-03-24 22:54:59,381 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3099 +[2025-03-24 22:54:59,381 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:55:01,451 INFO hook.py line 566 2330458] Train: [86/100][1/4] Data 0.845 (0.845) Batch 1.020 (1.020) Remain 00:01:00 loss: 0.1237 Lr: 1.69449e-04 +[2025-03-24 22:55:01,629 INFO hook.py line 566 2330458] Train: [86/100][2/4] Data 0.003 (0.003) Batch 0.179 (0.179) Remain 00:00:10 loss: 0.1464 Lr: 1.63774e-04 +[2025-03-24 22:55:01,795 INFO hook.py line 566 2330458] Train: [86/100][3/4] Data 0.001 (0.001) Batch 0.165 (0.165) Remain 00:00:09 loss: 0.3276 Lr: 1.58190e-04 +[2025-03-24 22:55:01,975 INFO hook.py line 566 2330458] Train: [86/100][4/4] Data 0.001 (0.001) Batch 0.181 (0.181) Remain 00:00:10 loss: 0.3061 Lr: 1.52698e-04 +[2025-03-24 22:55:01,976 INFO misc.py line 135 2330458] Train result: loss: 0.2259 +[2025-03-24 22:55:02,046 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:55:12,676 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1668 +[2025-03-24 22:55:13,083 INFO hook.py line 748 2330458] Test: [2/78] Loss 1.9988 +[2025-03-24 22:55:13,113 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0449 +[2025-03-24 22:55:13,157 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8852 +[2025-03-24 22:55:13,191 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0177 +[2025-03-24 22:55:13,243 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6727 +[2025-03-24 22:55:13,292 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4909 +[2025-03-24 22:55:13,317 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8295 +[2025-03-24 22:55:13,361 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.5931 +[2025-03-24 22:55:13,389 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2617 +[2025-03-24 22:55:13,431 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4970 +[2025-03-24 22:55:13,462 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0644 +[2025-03-24 22:55:13,506 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7910 +[2025-03-24 22:55:13,545 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6822 +[2025-03-24 22:55:13,579 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7862 +[2025-03-24 22:55:13,620 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7947 +[2025-03-24 22:55:13,654 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7299 +[2025-03-24 22:55:13,685 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5505 +[2025-03-24 22:55:13,724 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3538 +[2025-03-24 22:55:13,756 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.7929 +[2025-03-24 22:55:13,787 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6186 +[2025-03-24 22:55:13,823 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8856 +[2025-03-24 22:55:13,848 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4813 +[2025-03-24 22:55:13,890 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.5964 +[2025-03-24 22:55:13,928 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.4152 +[2025-03-24 22:55:13,972 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8872 +[2025-03-24 22:55:14,019 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4889 +[2025-03-24 22:55:14,048 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6422 +[2025-03-24 22:55:14,073 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9173 +[2025-03-24 22:55:14,122 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1405 +[2025-03-24 22:55:14,176 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4531 +[2025-03-24 22:55:14,207 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0389 +[2025-03-24 22:55:14,254 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5771 +[2025-03-24 22:55:14,293 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9599 +[2025-03-24 22:55:14,328 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6401 +[2025-03-24 22:55:14,360 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5605 +[2025-03-24 22:55:14,392 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1681 +[2025-03-24 22:55:14,423 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6571 +[2025-03-24 22:55:14,479 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8483 +[2025-03-24 22:55:14,522 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1961 +[2025-03-24 22:55:14,563 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6371 +[2025-03-24 22:55:14,587 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.6513 +[2025-03-24 22:55:14,619 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.0731 +[2025-03-24 22:55:14,672 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1272 +[2025-03-24 22:55:14,701 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0807 +[2025-03-24 22:55:14,743 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4026 +[2025-03-24 22:55:14,781 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7363 +[2025-03-24 22:55:14,812 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5097 +[2025-03-24 22:55:14,842 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6755 +[2025-03-24 22:55:14,873 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2685 +[2025-03-24 22:55:14,900 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.8928 +[2025-03-24 22:55:14,935 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8601 +[2025-03-24 22:55:14,964 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7063 +[2025-03-24 22:55:14,999 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7158 +[2025-03-24 22:55:15,034 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.2073 +[2025-03-24 22:55:15,070 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5272 +[2025-03-24 22:55:15,099 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8692 +[2025-03-24 22:55:15,123 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1413 +[2025-03-24 22:55:15,158 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5378 +[2025-03-24 22:55:15,187 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5371 +[2025-03-24 22:55:15,208 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1731 +[2025-03-24 22:55:15,237 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3385 +[2025-03-24 22:55:15,269 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5269 +[2025-03-24 22:55:15,320 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1698 +[2025-03-24 22:55:15,344 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.1224 +[2025-03-24 22:55:15,381 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7264 +[2025-03-24 22:55:15,416 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8447 +[2025-03-24 22:55:15,445 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2190 +[2025-03-24 22:55:15,472 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3238 +[2025-03-24 22:55:15,525 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6975 +[2025-03-24 22:55:15,563 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8335 +[2025-03-24 22:55:15,610 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7706 +[2025-03-24 22:55:15,654 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2759 +[2025-03-24 22:55:15,692 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4655 +[2025-03-24 22:55:15,739 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8329 +[2025-03-24 22:55:15,764 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3060 +[2025-03-24 22:55:15,815 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9122 +[2025-03-24 22:55:15,838 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9118 +[2025-03-24 22:55:16,830 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:55:16,830 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:55:16,830 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:55:16,830 INFO hook.py line 689 2330458] wall : 0.7044 0.9447 +[2025-03-24 22:55:16,830 INFO hook.py line 689 2330458] floor : 0.9086 0.9866 +[2025-03-24 22:55:16,830 INFO hook.py line 689 2330458] cabinet : 0.2765 0.3641 +[2025-03-24 22:55:16,830 INFO hook.py line 689 2330458] bed : 0.4262 0.5961 +[2025-03-24 22:55:16,830 INFO hook.py line 689 2330458] chair : 0.6569 0.8026 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] sofa : 0.4254 0.4940 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] table : 0.4799 0.6427 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] door : 0.3147 0.3930 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] window : 0.2049 0.2686 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] bookshelf : 0.4595 0.6002 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] picture : 0.2254 0.3181 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] counter : 0.3023 0.5525 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] desk : 0.2281 0.3106 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] curtain : 0.2985 0.4085 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] refridgerator : 0.1257 0.2690 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] sink : 0.0846 0.1119 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:55:16,831 INFO hook.py line 689 2330458] otherfurniture : 0.0739 0.0782 +[2025-03-24 22:55:16,831 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:55:16,831 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3098/0.4071/0.7549. +[2025-03-24 22:55:16,831 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:55:16,842 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3099 +[2025-03-24 22:55:16,842 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:55:18,502 INFO hook.py line 566 2330458] Train: [87/100][1/4] Data 0.887 (0.887) Batch 1.055 (1.055) Remain 00:00:58 loss: 0.2787 Lr: 1.47298e-04 +[2025-03-24 22:55:18,722 INFO hook.py line 566 2330458] Train: [87/100][2/4] Data 0.002 (0.002) Batch 0.220 (0.220) Remain 00:00:11 loss: 0.2001 Lr: 1.41991e-04 +[2025-03-24 22:55:18,888 INFO hook.py line 566 2330458] Train: [87/100][3/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:08 loss: 0.2918 Lr: 1.36777e-04 +[2025-03-24 22:55:19,060 INFO hook.py line 566 2330458] Train: [87/100][4/4] Data 0.002 (0.002) Batch 0.173 (0.173) Remain 00:00:08 loss: 0.1798 Lr: 1.31655e-04 +[2025-03-24 22:55:19,061 INFO misc.py line 135 2330458] Train result: loss: 0.2376 +[2025-03-24 22:55:19,145 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:55:27,493 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1672 +[2025-03-24 22:55:30,150 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0120 +[2025-03-24 22:55:30,184 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0322 +[2025-03-24 22:55:30,227 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8885 +[2025-03-24 22:55:30,257 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0184 +[2025-03-24 22:55:30,310 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6670 +[2025-03-24 22:55:30,361 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4919 +[2025-03-24 22:55:30,386 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8215 +[2025-03-24 22:55:30,430 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6066 +[2025-03-24 22:55:30,465 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2391 +[2025-03-24 22:55:30,507 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4672 +[2025-03-24 22:55:30,587 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0854 +[2025-03-24 22:55:30,635 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7860 +[2025-03-24 22:55:30,669 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6836 +[2025-03-24 22:55:30,707 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7411 +[2025-03-24 22:55:30,748 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6867 +[2025-03-24 22:55:30,783 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7264 +[2025-03-24 22:55:30,816 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5455 +[2025-03-24 22:55:30,854 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3476 +[2025-03-24 22:55:30,884 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8170 +[2025-03-24 22:55:30,916 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6142 +[2025-03-24 22:55:30,952 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8532 +[2025-03-24 22:55:30,977 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4526 +[2025-03-24 22:55:31,017 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6063 +[2025-03-24 22:55:31,063 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.3541 +[2025-03-24 22:55:31,101 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8768 +[2025-03-24 22:55:31,148 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4407 +[2025-03-24 22:55:31,177 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6354 +[2025-03-24 22:55:31,202 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9096 +[2025-03-24 22:55:31,251 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1463 +[2025-03-24 22:55:31,305 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4338 +[2025-03-24 22:55:31,336 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9965 +[2025-03-24 22:55:31,386 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5825 +[2025-03-24 22:55:31,424 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9640 +[2025-03-24 22:55:31,460 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6374 +[2025-03-24 22:55:31,493 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5642 +[2025-03-24 22:55:31,527 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1759 +[2025-03-24 22:55:31,558 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6536 +[2025-03-24 22:55:31,614 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8630 +[2025-03-24 22:55:31,655 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.2030 +[2025-03-24 22:55:31,696 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6307 +[2025-03-24 22:55:31,721 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.7444 +[2025-03-24 22:55:31,753 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.0783 +[2025-03-24 22:55:31,808 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1541 +[2025-03-24 22:55:31,838 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0548 +[2025-03-24 22:55:31,880 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4798 +[2025-03-24 22:55:31,917 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7339 +[2025-03-24 22:55:31,949 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5068 +[2025-03-24 22:55:31,982 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6411 +[2025-03-24 22:55:32,016 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2097 +[2025-03-24 22:55:32,047 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.8353 +[2025-03-24 22:55:32,080 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8210 +[2025-03-24 22:55:32,107 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7214 +[2025-03-24 22:55:32,143 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.6988 +[2025-03-24 22:55:32,178 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1899 +[2025-03-24 22:55:32,214 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5284 +[2025-03-24 22:55:32,242 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8785 +[2025-03-24 22:55:32,265 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1546 +[2025-03-24 22:55:32,300 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5436 +[2025-03-24 22:55:32,328 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5430 +[2025-03-24 22:55:32,349 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1508 +[2025-03-24 22:55:32,378 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3393 +[2025-03-24 22:55:32,409 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5192 +[2025-03-24 22:55:32,460 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2005 +[2025-03-24 22:55:32,484 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.0538 +[2025-03-24 22:55:32,521 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7353 +[2025-03-24 22:55:32,555 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8675 +[2025-03-24 22:55:32,584 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2228 +[2025-03-24 22:55:32,609 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3208 +[2025-03-24 22:55:32,663 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6811 +[2025-03-24 22:55:32,701 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8044 +[2025-03-24 22:55:32,747 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7577 +[2025-03-24 22:55:32,792 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2378 +[2025-03-24 22:55:32,829 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4666 +[2025-03-24 22:55:32,876 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8280 +[2025-03-24 22:55:32,901 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3142 +[2025-03-24 22:55:32,952 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9123 +[2025-03-24 22:55:32,975 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9160 +[2025-03-24 22:55:34,025 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:55:34,025 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:55:34,026 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:55:34,026 INFO hook.py line 689 2330458] wall : 0.7049 0.9435 +[2025-03-24 22:55:34,026 INFO hook.py line 689 2330458] floor : 0.9093 0.9863 +[2025-03-24 22:55:34,026 INFO hook.py line 689 2330458] cabinet : 0.2780 0.3690 +[2025-03-24 22:55:34,026 INFO hook.py line 689 2330458] bed : 0.4273 0.5998 +[2025-03-24 22:55:34,026 INFO hook.py line 689 2330458] chair : 0.6576 0.8063 +[2025-03-24 22:55:34,026 INFO hook.py line 689 2330458] sofa : 0.4124 0.4705 +[2025-03-24 22:55:34,026 INFO hook.py line 689 2330458] table : 0.4808 0.6444 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] door : 0.3184 0.3983 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] window : 0.2060 0.2695 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] bookshelf : 0.4580 0.6002 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] picture : 0.2251 0.3168 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] counter : 0.3032 0.5539 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] desk : 0.2283 0.3080 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] curtain : 0.3016 0.4277 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] refridgerator : 0.1308 0.2749 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:55:34,027 INFO hook.py line 689 2330458] sink : 0.0839 0.1118 +[2025-03-24 22:55:34,028 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:55:34,028 INFO hook.py line 689 2330458] otherfurniture : 0.0726 0.0767 +[2025-03-24 22:55:34,028 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:55:34,028 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3099/0.4079/0.7551. +[2025-03-24 22:55:34,029 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:55:34,045 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3099 +[2025-03-24 22:55:34,045 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:55:35,658 INFO hook.py line 566 2330458] Train: [88/100][1/4] Data 0.784 (0.784) Batch 0.974 (0.974) Remain 00:00:49 loss: 0.1801 Lr: 1.26627e-04 +[2025-03-24 22:55:35,909 INFO hook.py line 566 2330458] Train: [88/100][2/4] Data 0.067 (0.067) Batch 0.252 (0.252) Remain 00:00:12 loss: 0.2036 Lr: 1.21693e-04 +[2025-03-24 22:55:36,073 INFO hook.py line 566 2330458] Train: [88/100][3/4] Data 0.002 (0.002) Batch 0.164 (0.164) Remain 00:00:08 loss: 0.1697 Lr: 1.16854e-04 +[2025-03-24 22:55:36,250 INFO hook.py line 566 2330458] Train: [88/100][4/4] Data 0.001 (0.001) Batch 0.177 (0.177) Remain 00:00:08 loss: 0.2891 Lr: 1.12109e-04 +[2025-03-24 22:55:36,250 INFO misc.py line 135 2330458] Train result: loss: 0.2106 +[2025-03-24 22:55:36,324 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:55:47,061 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1748 +[2025-03-24 22:55:47,109 INFO hook.py line 748 2330458] Test: [2/78] Loss 1.9951 +[2025-03-24 22:55:47,151 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0699 +[2025-03-24 22:55:47,194 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8863 +[2025-03-24 22:55:47,228 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0334 +[2025-03-24 22:55:47,280 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6736 +[2025-03-24 22:55:47,806 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4891 +[2025-03-24 22:55:47,829 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8177 +[2025-03-24 22:55:47,872 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6287 +[2025-03-24 22:55:47,901 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2452 +[2025-03-24 22:55:47,942 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4902 +[2025-03-24 22:55:47,980 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0834 +[2025-03-24 22:55:48,025 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7814 +[2025-03-24 22:55:48,059 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6645 +[2025-03-24 22:55:48,093 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7705 +[2025-03-24 22:55:48,135 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6345 +[2025-03-24 22:55:48,170 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7232 +[2025-03-24 22:55:48,199 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5620 +[2025-03-24 22:55:48,243 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3538 +[2025-03-24 22:55:48,274 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8334 +[2025-03-24 22:55:48,309 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6090 +[2025-03-24 22:55:48,345 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8412 +[2025-03-24 22:55:48,376 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4608 +[2025-03-24 22:55:48,424 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6064 +[2025-03-24 22:55:48,462 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.3341 +[2025-03-24 22:55:48,499 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8889 +[2025-03-24 22:55:48,546 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.4160 +[2025-03-24 22:55:48,575 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6455 +[2025-03-24 22:55:48,602 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9218 +[2025-03-24 22:55:48,653 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1411 +[2025-03-24 22:55:48,709 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4426 +[2025-03-24 22:55:48,741 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0098 +[2025-03-24 22:55:48,798 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5916 +[2025-03-24 22:55:48,835 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9591 +[2025-03-24 22:55:48,870 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6406 +[2025-03-24 22:55:48,909 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5686 +[2025-03-24 22:55:48,946 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1717 +[2025-03-24 22:55:48,973 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6552 +[2025-03-24 22:55:49,029 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8676 +[2025-03-24 22:55:49,072 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1792 +[2025-03-24 22:55:49,112 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6329 +[2025-03-24 22:55:49,138 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.7666 +[2025-03-24 22:55:49,169 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1006 +[2025-03-24 22:55:49,224 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1731 +[2025-03-24 22:55:49,254 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1189 +[2025-03-24 22:55:49,296 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4823 +[2025-03-24 22:55:49,333 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7322 +[2025-03-24 22:55:49,370 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.4925 +[2025-03-24 22:55:49,402 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6638 +[2025-03-24 22:55:49,435 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.2245 +[2025-03-24 22:55:49,470 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.7696 +[2025-03-24 22:55:49,503 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8301 +[2025-03-24 22:55:49,531 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7171 +[2025-03-24 22:55:49,567 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7029 +[2025-03-24 22:55:49,604 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1738 +[2025-03-24 22:55:49,639 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5188 +[2025-03-24 22:55:49,669 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8693 +[2025-03-24 22:55:49,692 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1386 +[2025-03-24 22:55:49,727 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5478 +[2025-03-24 22:55:49,756 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5506 +[2025-03-24 22:55:49,776 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1544 +[2025-03-24 22:55:49,804 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3370 +[2025-03-24 22:55:49,836 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5247 +[2025-03-24 22:55:49,888 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2035 +[2025-03-24 22:55:49,912 INFO hook.py line 748 2330458] Test: [65/78] Loss 2.0206 +[2025-03-24 22:55:49,949 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7300 +[2025-03-24 22:55:49,983 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8650 +[2025-03-24 22:55:50,012 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1989 +[2025-03-24 22:55:50,039 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3200 +[2025-03-24 22:55:50,094 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6617 +[2025-03-24 22:55:50,132 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8284 +[2025-03-24 22:55:50,179 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7561 +[2025-03-24 22:55:50,223 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2694 +[2025-03-24 22:55:50,260 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4651 +[2025-03-24 22:55:50,307 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8262 +[2025-03-24 22:55:50,332 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.2977 +[2025-03-24 22:55:50,383 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.9098 +[2025-03-24 22:55:50,406 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9299 +[2025-03-24 22:55:51,395 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:55:51,395 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:55:51,395 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] wall : 0.7053 0.9433 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] floor : 0.9104 0.9859 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] cabinet : 0.2790 0.3713 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] bed : 0.4273 0.5996 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] chair : 0.6571 0.8075 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] sofa : 0.4062 0.4601 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] table : 0.4803 0.6470 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] door : 0.3206 0.4009 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] window : 0.2053 0.2673 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] bookshelf : 0.4562 0.5975 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] picture : 0.2221 0.3106 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] counter : 0.3046 0.5555 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] desk : 0.2281 0.3064 +[2025-03-24 22:55:51,395 INFO hook.py line 689 2330458] curtain : 0.3061 0.4478 +[2025-03-24 22:55:51,396 INFO hook.py line 689 2330458] refridgerator : 0.1320 0.2742 +[2025-03-24 22:55:51,396 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:55:51,396 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:55:51,396 INFO hook.py line 689 2330458] sink : 0.0869 0.1166 +[2025-03-24 22:55:51,396 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:55:51,396 INFO hook.py line 689 2330458] otherfurniture : 0.0725 0.0767 +[2025-03-24 22:55:51,396 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:55:51,396 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3100/0.4084/0.7552. +[2025-03-24 22:55:51,396 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:55:51,403 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3100 +[2025-03-24 22:55:51,403 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3100 +[2025-03-24 22:55:51,403 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:55:53,652 INFO hook.py line 566 2330458] Train: [89/100][1/4] Data 1.074 (1.074) Batch 1.265 (1.265) Remain 00:00:59 loss: 0.2322 Lr: 1.07458e-04 +[2025-03-24 22:55:53,869 INFO hook.py line 566 2330458] Train: [89/100][2/4] Data 0.001 (0.001) Batch 0.217 (0.217) Remain 00:00:09 loss: 0.2306 Lr: 1.02903e-04 +[2025-03-24 22:55:54,047 INFO hook.py line 566 2330458] Train: [89/100][3/4] Data 0.001 (0.001) Batch 0.178 (0.178) Remain 00:00:07 loss: 0.3386 Lr: 9.84435e-05 +[2025-03-24 22:55:54,213 INFO hook.py line 566 2330458] Train: [89/100][4/4] Data 0.001 (0.001) Batch 0.166 (0.166) Remain 00:00:07 loss: 0.1525 Lr: 9.40797e-05 +[2025-03-24 22:55:54,213 INFO misc.py line 135 2330458] Train result: loss: 0.2385 +[2025-03-24 22:55:54,273 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:56:04,794 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1677 +[2025-03-24 22:56:04,846 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0141 +[2025-03-24 22:56:05,067 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0613 +[2025-03-24 22:56:05,111 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8899 +[2025-03-24 22:56:05,143 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0303 +[2025-03-24 22:56:05,193 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6800 +[2025-03-24 22:56:05,240 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4899 +[2025-03-24 22:56:05,270 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.8078 +[2025-03-24 22:56:05,311 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6428 +[2025-03-24 22:56:05,339 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2240 +[2025-03-24 22:56:05,381 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4859 +[2025-03-24 22:56:05,411 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0968 +[2025-03-24 22:56:05,458 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7718 +[2025-03-24 22:56:05,491 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6565 +[2025-03-24 22:56:05,527 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7669 +[2025-03-24 22:56:05,569 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6324 +[2025-03-24 22:56:05,603 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7188 +[2025-03-24 22:56:05,632 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5543 +[2025-03-24 22:56:05,673 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3585 +[2025-03-24 22:56:05,701 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8335 +[2025-03-24 22:56:05,733 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6212 +[2025-03-24 22:56:05,769 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8353 +[2025-03-24 22:56:05,794 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4528 +[2025-03-24 22:56:05,834 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6049 +[2025-03-24 22:56:05,874 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.3244 +[2025-03-24 22:56:05,912 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8874 +[2025-03-24 22:56:05,959 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3635 +[2025-03-24 22:56:05,989 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6628 +[2025-03-24 22:56:06,014 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9182 +[2025-03-24 22:56:06,062 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1433 +[2025-03-24 22:56:06,116 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4284 +[2025-03-24 22:56:06,147 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9949 +[2025-03-24 22:56:06,196 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5872 +[2025-03-24 22:56:06,235 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9581 +[2025-03-24 22:56:06,271 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6487 +[2025-03-24 22:56:06,304 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5755 +[2025-03-24 22:56:06,337 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1571 +[2025-03-24 22:56:06,364 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6613 +[2025-03-24 22:56:06,420 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8776 +[2025-03-24 22:56:06,464 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1677 +[2025-03-24 22:56:06,504 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6050 +[2025-03-24 22:56:06,535 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.7590 +[2025-03-24 22:56:06,567 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1038 +[2025-03-24 22:56:06,618 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1743 +[2025-03-24 22:56:06,647 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0629 +[2025-03-24 22:56:06,690 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5379 +[2025-03-24 22:56:06,727 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7392 +[2025-03-24 22:56:06,759 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.4969 +[2025-03-24 22:56:06,790 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6399 +[2025-03-24 22:56:06,823 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1758 +[2025-03-24 22:56:06,856 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.7312 +[2025-03-24 22:56:06,899 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8018 +[2025-03-24 22:56:06,927 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6987 +[2025-03-24 22:56:06,963 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7033 +[2025-03-24 22:56:06,999 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1687 +[2025-03-24 22:56:07,035 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5370 +[2025-03-24 22:56:07,064 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8589 +[2025-03-24 22:56:07,087 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1410 +[2025-03-24 22:56:07,121 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5425 +[2025-03-24 22:56:07,150 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5400 +[2025-03-24 22:56:07,170 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1304 +[2025-03-24 22:56:07,199 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3367 +[2025-03-24 22:56:07,232 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5276 +[2025-03-24 22:56:07,283 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1942 +[2025-03-24 22:56:07,306 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9929 +[2025-03-24 22:56:07,343 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7278 +[2025-03-24 22:56:07,378 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8720 +[2025-03-24 22:56:07,406 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.2069 +[2025-03-24 22:56:07,432 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3235 +[2025-03-24 22:56:07,485 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6742 +[2025-03-24 22:56:07,523 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8127 +[2025-03-24 22:56:07,569 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7518 +[2025-03-24 22:56:07,614 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2454 +[2025-03-24 22:56:07,651 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4636 +[2025-03-24 22:56:07,698 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8072 +[2025-03-24 22:56:07,723 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3079 +[2025-03-24 22:56:07,775 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8950 +[2025-03-24 22:56:07,798 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9282 +[2025-03-24 22:56:08,819 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:56:08,819 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:56:08,819 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] wall : 0.7055 0.9431 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] floor : 0.9117 0.9856 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] cabinet : 0.2792 0.3713 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] bed : 0.4303 0.6010 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] chair : 0.6570 0.8094 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] sofa : 0.4087 0.4625 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] table : 0.4813 0.6509 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] door : 0.3211 0.4024 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] window : 0.2019 0.2603 +[2025-03-24 22:56:08,820 INFO hook.py line 689 2330458] bookshelf : 0.4562 0.5927 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] picture : 0.2215 0.3089 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] counter : 0.3044 0.5538 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] desk : 0.2286 0.3062 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] curtain : 0.3060 0.4599 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] refridgerator : 0.1345 0.2788 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] sink : 0.0887 0.1203 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:56:08,821 INFO hook.py line 689 2330458] otherfurniture : 0.0738 0.0784 +[2025-03-24 22:56:08,821 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:56:08,822 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3105/0.4093/0.7555. +[2025-03-24 22:56:08,822 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:56:08,833 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3105 +[2025-03-24 22:56:08,834 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3105 +[2025-03-24 22:56:08,834 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:56:11,146 INFO hook.py line 566 2330458] Train: [90/100][1/4] Data 1.047 (1.047) Batch 1.233 (1.233) Remain 00:00:53 loss: 0.2424 Lr: 8.98120e-05 +[2025-03-24 22:56:11,365 INFO hook.py line 566 2330458] Train: [90/100][2/4] Data 0.002 (0.002) Batch 0.219 (0.219) Remain 00:00:09 loss: 0.2882 Lr: 8.56406e-05 +[2025-03-24 22:56:11,538 INFO hook.py line 566 2330458] Train: [90/100][3/4] Data 0.001 (0.001) Batch 0.172 (0.172) Remain 00:00:07 loss: 0.2144 Lr: 8.15660e-05 +[2025-03-24 22:56:11,702 INFO hook.py line 566 2330458] Train: [90/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:06 loss: 0.4374 Lr: 7.75883e-05 +[2025-03-24 22:56:11,702 INFO misc.py line 135 2330458] Train result: loss: 0.2956 +[2025-03-24 22:56:11,767 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:56:22,273 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.1924 +[2025-03-24 22:56:22,317 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0006 +[2025-03-24 22:56:22,432 INFO hook.py line 748 2330458] Test: [3/78] Loss 1.9990 +[2025-03-24 22:56:22,485 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8998 +[2025-03-24 22:56:22,697 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0303 +[2025-03-24 22:56:22,754 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6824 +[2025-03-24 22:56:22,950 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4932 +[2025-03-24 22:56:22,980 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7958 +[2025-03-24 22:56:23,023 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6200 +[2025-03-24 22:56:23,054 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2149 +[2025-03-24 22:56:23,095 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5148 +[2025-03-24 22:56:23,198 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1029 +[2025-03-24 22:56:23,243 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7533 +[2025-03-24 22:56:23,277 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6388 +[2025-03-24 22:56:23,311 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7412 +[2025-03-24 22:56:23,353 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6262 +[2025-03-24 22:56:23,388 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7127 +[2025-03-24 22:56:23,417 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5301 +[2025-03-24 22:56:23,459 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3356 +[2025-03-24 22:56:23,496 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8141 +[2025-03-24 22:56:23,528 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6234 +[2025-03-24 22:56:23,564 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8119 +[2025-03-24 22:56:23,590 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4285 +[2025-03-24 22:56:23,630 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6228 +[2025-03-24 22:56:23,674 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.3158 +[2025-03-24 22:56:23,711 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9048 +[2025-03-24 22:56:23,757 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3431 +[2025-03-24 22:56:23,790 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6777 +[2025-03-24 22:56:23,821 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9228 +[2025-03-24 22:56:23,876 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1470 +[2025-03-24 22:56:23,929 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4183 +[2025-03-24 22:56:23,966 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0145 +[2025-03-24 22:56:24,017 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5779 +[2025-03-24 22:56:24,054 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9599 +[2025-03-24 22:56:24,090 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6433 +[2025-03-24 22:56:24,123 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5733 +[2025-03-24 22:56:24,158 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1730 +[2025-03-24 22:56:24,185 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6560 +[2025-03-24 22:56:24,242 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8625 +[2025-03-24 22:56:24,294 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1517 +[2025-03-24 22:56:24,332 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6139 +[2025-03-24 22:56:24,358 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.7015 +[2025-03-24 22:56:24,389 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1153 +[2025-03-24 22:56:24,439 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1567 +[2025-03-24 22:56:24,468 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1156 +[2025-03-24 22:56:24,510 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.4777 +[2025-03-24 22:56:24,546 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7361 +[2025-03-24 22:56:24,577 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5056 +[2025-03-24 22:56:24,610 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6779 +[2025-03-24 22:56:24,643 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1857 +[2025-03-24 22:56:24,671 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6785 +[2025-03-24 22:56:24,712 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8316 +[2025-03-24 22:56:24,740 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6999 +[2025-03-24 22:56:24,774 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7095 +[2025-03-24 22:56:24,812 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1686 +[2025-03-24 22:56:24,848 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5196 +[2025-03-24 22:56:24,877 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8453 +[2025-03-24 22:56:24,900 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1465 +[2025-03-24 22:56:24,935 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5529 +[2025-03-24 22:56:24,963 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5431 +[2025-03-24 22:56:24,983 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1517 +[2025-03-24 22:56:25,012 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3343 +[2025-03-24 22:56:25,044 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5321 +[2025-03-24 22:56:25,095 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2036 +[2025-03-24 22:56:25,118 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9567 +[2025-03-24 22:56:25,155 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7122 +[2025-03-24 22:56:25,189 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8680 +[2025-03-24 22:56:25,218 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1896 +[2025-03-24 22:56:25,244 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3253 +[2025-03-24 22:56:25,297 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6619 +[2025-03-24 22:56:25,336 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8203 +[2025-03-24 22:56:25,382 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7571 +[2025-03-24 22:56:25,426 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2494 +[2025-03-24 22:56:25,464 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4648 +[2025-03-24 22:56:25,511 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8124 +[2025-03-24 22:56:25,536 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3106 +[2025-03-24 22:56:25,587 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8973 +[2025-03-24 22:56:25,610 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9283 +[2025-03-24 22:56:26,689 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:56:26,690 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:56:26,690 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] wall : 0.7063 0.9428 +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] floor : 0.9129 0.9855 +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] cabinet : 0.2798 0.3722 +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] bed : 0.4319 0.5993 +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] chair : 0.6561 0.8106 +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] sofa : 0.4117 0.4676 +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] table : 0.4813 0.6533 +[2025-03-24 22:56:26,690 INFO hook.py line 689 2330458] door : 0.3246 0.4077 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] window : 0.2030 0.2602 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] bookshelf : 0.4554 0.5878 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] picture : 0.2213 0.3075 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] counter : 0.3058 0.5581 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] desk : 0.2287 0.3057 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] curtain : 0.3089 0.4736 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] refridgerator : 0.1327 0.2728 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] sink : 0.0912 0.1251 +[2025-03-24 22:56:26,691 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:56:26,692 INFO hook.py line 689 2330458] otherfurniture : 0.0745 0.0794 +[2025-03-24 22:56:26,692 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:56:26,692 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3113/0.4105/0.7560. +[2025-03-24 22:56:26,693 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:56:26,711 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3113 +[2025-03-24 22:56:26,711 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3113 +[2025-03-24 22:56:26,711 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:56:28,744 INFO hook.py line 566 2330458] Train: [91/100][1/4] Data 0.817 (0.817) Batch 0.986 (0.986) Remain 00:00:38 loss: 0.2927 Lr: 7.37079e-05 +[2025-03-24 22:56:28,966 INFO hook.py line 566 2330458] Train: [91/100][2/4] Data 0.052 (0.052) Batch 0.222 (0.222) Remain 00:00:08 loss: 0.3498 Lr: 6.99249e-05 +[2025-03-24 22:56:29,139 INFO hook.py line 566 2330458] Train: [91/100][3/4] Data 0.002 (0.002) Batch 0.173 (0.173) Remain 00:00:06 loss: 0.2306 Lr: 6.62397e-05 +[2025-03-24 22:56:29,300 INFO hook.py line 566 2330458] Train: [91/100][4/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:05 loss: 0.1703 Lr: 6.26525e-05 +[2025-03-24 22:56:29,300 INFO misc.py line 135 2330458] Train result: loss: 0.2609 +[2025-03-24 22:56:29,368 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:56:39,666 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2164 +[2025-03-24 22:56:40,070 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0189 +[2025-03-24 22:56:40,100 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0593 +[2025-03-24 22:56:40,167 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8949 +[2025-03-24 22:56:40,204 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0199 +[2025-03-24 22:56:40,257 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6911 +[2025-03-24 22:56:40,342 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4953 +[2025-03-24 22:56:40,485 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7945 +[2025-03-24 22:56:40,526 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6406 +[2025-03-24 22:56:40,667 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2180 +[2025-03-24 22:56:40,709 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5103 +[2025-03-24 22:56:40,743 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0872 +[2025-03-24 22:56:40,788 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7951 +[2025-03-24 22:56:40,821 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6287 +[2025-03-24 22:56:40,858 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7274 +[2025-03-24 22:56:40,900 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6141 +[2025-03-24 22:56:40,935 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7182 +[2025-03-24 22:56:40,965 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5058 +[2025-03-24 22:56:41,006 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3603 +[2025-03-24 22:56:41,038 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8083 +[2025-03-24 22:56:41,070 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6191 +[2025-03-24 22:56:41,107 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8031 +[2025-03-24 22:56:41,133 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4278 +[2025-03-24 22:56:41,173 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6293 +[2025-03-24 22:56:41,214 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.3032 +[2025-03-24 22:56:41,254 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9051 +[2025-03-24 22:56:41,300 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3195 +[2025-03-24 22:56:41,329 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6635 +[2025-03-24 22:56:41,353 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9251 +[2025-03-24 22:56:41,407 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1370 +[2025-03-24 22:56:41,461 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4133 +[2025-03-24 22:56:41,492 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0018 +[2025-03-24 22:56:41,542 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5775 +[2025-03-24 22:56:41,578 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9549 +[2025-03-24 22:56:41,613 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6443 +[2025-03-24 22:56:41,646 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5812 +[2025-03-24 22:56:41,678 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1598 +[2025-03-24 22:56:41,706 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6521 +[2025-03-24 22:56:41,762 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8700 +[2025-03-24 22:56:41,804 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1863 +[2025-03-24 22:56:41,844 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.6006 +[2025-03-24 22:56:41,870 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.6967 +[2025-03-24 22:56:41,902 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1249 +[2025-03-24 22:56:41,954 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1620 +[2025-03-24 22:56:41,981 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0792 +[2025-03-24 22:56:42,023 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5606 +[2025-03-24 22:56:42,062 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7540 +[2025-03-24 22:56:42,095 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5092 +[2025-03-24 22:56:42,125 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6649 +[2025-03-24 22:56:42,157 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1768 +[2025-03-24 22:56:42,186 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6846 +[2025-03-24 22:56:42,220 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8173 +[2025-03-24 22:56:42,249 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6946 +[2025-03-24 22:56:42,285 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7059 +[2025-03-24 22:56:42,320 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1669 +[2025-03-24 22:56:42,356 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5125 +[2025-03-24 22:56:42,384 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8537 +[2025-03-24 22:56:42,407 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1510 +[2025-03-24 22:56:42,441 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5454 +[2025-03-24 22:56:42,470 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5338 +[2025-03-24 22:56:42,490 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1429 +[2025-03-24 22:56:42,519 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3240 +[2025-03-24 22:56:42,551 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5234 +[2025-03-24 22:56:42,602 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.2067 +[2025-03-24 22:56:42,626 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9512 +[2025-03-24 22:56:42,663 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7208 +[2025-03-24 22:56:42,698 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8744 +[2025-03-24 22:56:42,727 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1911 +[2025-03-24 22:56:42,752 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3333 +[2025-03-24 22:56:42,806 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6538 +[2025-03-24 22:56:42,844 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8015 +[2025-03-24 22:56:42,891 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7454 +[2025-03-24 22:56:42,935 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2358 +[2025-03-24 22:56:42,973 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4732 +[2025-03-24 22:56:43,020 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.8015 +[2025-03-24 22:56:43,045 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3128 +[2025-03-24 22:56:43,096 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8977 +[2025-03-24 22:56:43,119 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9221 +[2025-03-24 22:56:44,086 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:56:44,086 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:56:44,086 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:56:44,086 INFO hook.py line 689 2330458] wall : 0.7067 0.9421 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] floor : 0.9134 0.9854 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] cabinet : 0.2794 0.3711 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] bed : 0.4342 0.6002 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] chair : 0.6555 0.8129 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] sofa : 0.4129 0.4699 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] table : 0.4823 0.6554 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] door : 0.3248 0.4090 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] window : 0.2004 0.2560 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] bookshelf : 0.4575 0.5895 +[2025-03-24 22:56:44,087 INFO hook.py line 689 2330458] picture : 0.2223 0.3086 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] counter : 0.3088 0.5607 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] desk : 0.2278 0.3036 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] curtain : 0.3109 0.4854 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] refridgerator : 0.1333 0.2721 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] sink : 0.0904 0.1246 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:56:44,088 INFO hook.py line 689 2330458] otherfurniture : 0.0749 0.0799 +[2025-03-24 22:56:44,088 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:56:44,088 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3118/0.4113/0.7562. +[2025-03-24 22:56:44,089 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:56:44,099 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3118 +[2025-03-24 22:56:44,099 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3118 +[2025-03-24 22:56:44,099 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:56:46,014 INFO hook.py line 566 2330458] Train: [92/100][1/4] Data 0.707 (0.707) Batch 0.879 (0.879) Remain 00:00:30 loss: 0.1472 Lr: 5.91636e-05 +[2025-03-24 22:56:46,361 INFO hook.py line 566 2330458] Train: [92/100][2/4] Data 0.185 (0.185) Batch 0.346 (0.346) Remain 00:00:11 loss: 0.2014 Lr: 5.57731e-05 +[2025-03-24 22:56:46,528 INFO hook.py line 566 2330458] Train: [92/100][3/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:05 loss: 0.1158 Lr: 5.24814e-05 +[2025-03-24 22:56:46,688 INFO hook.py line 566 2330458] Train: [92/100][4/4] Data 0.001 (0.001) Batch 0.160 (0.160) Remain 00:00:05 loss: 0.4407 Lr: 4.92886e-05 +[2025-03-24 22:56:46,688 INFO misc.py line 135 2330458] Train result: loss: 0.2263 +[2025-03-24 22:56:46,759 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:56:56,273 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2209 +[2025-03-24 22:56:57,367 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0280 +[2025-03-24 22:56:57,529 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0314 +[2025-03-24 22:56:57,634 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8964 +[2025-03-24 22:56:58,080 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0162 +[2025-03-24 22:56:58,135 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6978 +[2025-03-24 22:56:58,182 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4925 +[2025-03-24 22:56:58,207 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7894 +[2025-03-24 22:56:58,248 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6131 +[2025-03-24 22:56:58,284 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2343 +[2025-03-24 22:56:58,327 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5161 +[2025-03-24 22:56:58,495 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0624 +[2025-03-24 22:56:58,538 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7637 +[2025-03-24 22:56:58,571 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6039 +[2025-03-24 22:56:58,606 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7251 +[2025-03-24 22:56:58,653 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6058 +[2025-03-24 22:56:58,688 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7040 +[2025-03-24 22:56:58,717 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4895 +[2025-03-24 22:56:58,757 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3539 +[2025-03-24 22:56:58,787 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8126 +[2025-03-24 22:56:58,820 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6189 +[2025-03-24 22:56:58,856 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8193 +[2025-03-24 22:56:58,886 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4151 +[2025-03-24 22:56:58,925 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6263 +[2025-03-24 22:56:58,963 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.3164 +[2025-03-24 22:56:59,000 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8968 +[2025-03-24 22:56:59,046 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3241 +[2025-03-24 22:56:59,079 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6761 +[2025-03-24 22:56:59,110 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9222 +[2025-03-24 22:56:59,159 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1317 +[2025-03-24 22:56:59,216 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3699 +[2025-03-24 22:56:59,247 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9882 +[2025-03-24 22:56:59,295 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5755 +[2025-03-24 22:56:59,332 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9546 +[2025-03-24 22:56:59,368 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6489 +[2025-03-24 22:56:59,401 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5917 +[2025-03-24 22:56:59,437 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1613 +[2025-03-24 22:56:59,464 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6507 +[2025-03-24 22:56:59,520 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8637 +[2025-03-24 22:56:59,561 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1657 +[2025-03-24 22:56:59,603 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5932 +[2025-03-24 22:56:59,628 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.6767 +[2025-03-24 22:56:59,659 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1429 +[2025-03-24 22:56:59,714 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1541 +[2025-03-24 22:56:59,747 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0696 +[2025-03-24 22:56:59,789 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5863 +[2025-03-24 22:56:59,825 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7471 +[2025-03-24 22:56:59,858 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5163 +[2025-03-24 22:56:59,892 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6755 +[2025-03-24 22:56:59,925 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1410 +[2025-03-24 22:56:59,953 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6310 +[2025-03-24 22:56:59,990 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8303 +[2025-03-24 22:57:00,018 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6981 +[2025-03-24 22:57:00,054 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7094 +[2025-03-24 22:57:00,089 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1606 +[2025-03-24 22:57:00,125 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5095 +[2025-03-24 22:57:00,154 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8463 +[2025-03-24 22:57:00,177 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1578 +[2025-03-24 22:57:00,211 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5465 +[2025-03-24 22:57:00,240 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5350 +[2025-03-24 22:57:00,260 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1187 +[2025-03-24 22:57:00,289 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3266 +[2025-03-24 22:57:00,321 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5295 +[2025-03-24 22:57:00,372 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1931 +[2025-03-24 22:57:00,396 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9490 +[2025-03-24 22:57:00,433 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7263 +[2025-03-24 22:57:00,467 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8756 +[2025-03-24 22:57:00,496 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1932 +[2025-03-24 22:57:00,522 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3265 +[2025-03-24 22:57:00,575 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6640 +[2025-03-24 22:57:00,614 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.8002 +[2025-03-24 22:57:00,660 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7320 +[2025-03-24 22:57:00,704 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2725 +[2025-03-24 22:57:00,742 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4783 +[2025-03-24 22:57:00,789 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7992 +[2025-03-24 22:57:00,814 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3228 +[2025-03-24 22:57:00,865 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8897 +[2025-03-24 22:57:00,888 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9231 +[2025-03-24 22:57:01,911 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:57:01,911 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:57:01,911 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] wall : 0.7082 0.9415 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] floor : 0.9141 0.9854 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] cabinet : 0.2797 0.3714 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] bed : 0.4352 0.5999 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] chair : 0.6561 0.8143 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] sofa : 0.4156 0.4741 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] table : 0.4823 0.6571 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] door : 0.3299 0.4158 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] window : 0.2012 0.2566 +[2025-03-24 22:57:01,912 INFO hook.py line 689 2330458] bookshelf : 0.4571 0.5889 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] picture : 0.2222 0.3096 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] counter : 0.3090 0.5635 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] desk : 0.2284 0.3034 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] curtain : 0.3116 0.4937 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] refridgerator : 0.1340 0.2737 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] sink : 0.0889 0.1221 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:57:01,913 INFO hook.py line 689 2330458] otherfurniture : 0.0762 0.0816 +[2025-03-24 22:57:01,913 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:57:01,913 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3125/0.4126/0.7568. +[2025-03-24 22:57:01,914 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:57:01,925 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3125 +[2025-03-24 22:57:01,925 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3125 +[2025-03-24 22:57:01,925 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:57:04,142 INFO hook.py line 566 2330458] Train: [93/100][1/4] Data 0.985 (0.985) Batch 1.170 (1.170) Remain 00:00:36 loss: 0.1633 Lr: 4.61950e-05 +[2025-03-24 22:57:04,315 INFO hook.py line 566 2330458] Train: [93/100][2/4] Data 0.001 (0.001) Batch 0.173 (0.173) Remain 00:00:05 loss: 0.1887 Lr: 4.32008e-05 +[2025-03-24 22:57:04,496 INFO hook.py line 566 2330458] Train: [93/100][3/4] Data 0.001 (0.001) Batch 0.181 (0.181) Remain 00:00:05 loss: 0.3006 Lr: 4.03061e-05 +[2025-03-24 22:57:04,664 INFO hook.py line 566 2330458] Train: [93/100][4/4] Data 0.001 (0.001) Batch 0.168 (0.168) Remain 00:00:04 loss: 0.2737 Lr: 3.75112e-05 +[2025-03-24 22:57:04,664 INFO misc.py line 135 2330458] Train result: loss: 0.2316 +[2025-03-24 22:57:04,739 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:57:15,086 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2313 +[2025-03-24 22:57:15,848 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0262 +[2025-03-24 22:57:15,906 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0190 +[2025-03-24 22:57:15,958 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8914 +[2025-03-24 22:57:15,999 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0183 +[2025-03-24 22:57:16,050 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6948 +[2025-03-24 22:57:16,097 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4879 +[2025-03-24 22:57:16,125 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7922 +[2025-03-24 22:57:16,168 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6223 +[2025-03-24 22:57:16,205 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2374 +[2025-03-24 22:57:16,248 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.4864 +[2025-03-24 22:57:16,280 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0712 +[2025-03-24 22:57:16,324 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7661 +[2025-03-24 22:57:16,357 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6186 +[2025-03-24 22:57:16,392 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7543 +[2025-03-24 22:57:16,438 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6177 +[2025-03-24 22:57:16,474 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.6998 +[2025-03-24 22:57:16,504 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5220 +[2025-03-24 22:57:16,548 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3497 +[2025-03-24 22:57:16,578 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8209 +[2025-03-24 22:57:16,610 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6231 +[2025-03-24 22:57:16,646 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8010 +[2025-03-24 22:57:16,674 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4463 +[2025-03-24 22:57:16,714 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6361 +[2025-03-24 22:57:16,751 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2976 +[2025-03-24 22:57:16,787 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8842 +[2025-03-24 22:57:16,833 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3136 +[2025-03-24 22:57:16,863 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6777 +[2025-03-24 22:57:16,890 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9257 +[2025-03-24 22:57:16,944 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1545 +[2025-03-24 22:57:16,998 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3801 +[2025-03-24 22:57:17,029 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0042 +[2025-03-24 22:57:17,077 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5786 +[2025-03-24 22:57:17,118 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9597 +[2025-03-24 22:57:17,151 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6452 +[2025-03-24 22:57:17,184 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5794 +[2025-03-24 22:57:17,218 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1743 +[2025-03-24 22:57:17,247 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6466 +[2025-03-24 22:57:17,303 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8836 +[2025-03-24 22:57:17,344 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1526 +[2025-03-24 22:57:17,386 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5893 +[2025-03-24 22:57:17,414 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.6590 +[2025-03-24 22:57:17,445 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1496 +[2025-03-24 22:57:17,499 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1514 +[2025-03-24 22:57:17,528 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0789 +[2025-03-24 22:57:17,571 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5795 +[2025-03-24 22:57:17,608 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.6994 +[2025-03-24 22:57:17,640 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.4931 +[2025-03-24 22:57:17,675 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6691 +[2025-03-24 22:57:17,708 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1403 +[2025-03-24 22:57:17,737 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6340 +[2025-03-24 22:57:17,774 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8141 +[2025-03-24 22:57:17,803 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6981 +[2025-03-24 22:57:17,839 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7205 +[2025-03-24 22:57:17,873 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1607 +[2025-03-24 22:57:17,910 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5234 +[2025-03-24 22:57:17,940 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8472 +[2025-03-24 22:57:17,963 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1558 +[2025-03-24 22:57:17,997 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5578 +[2025-03-24 22:57:18,026 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5354 +[2025-03-24 22:57:18,046 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1530 +[2025-03-24 22:57:18,075 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3093 +[2025-03-24 22:57:18,108 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5317 +[2025-03-24 22:57:18,178 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1980 +[2025-03-24 22:57:18,202 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9442 +[2025-03-24 22:57:18,239 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7130 +[2025-03-24 22:57:18,273 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8785 +[2025-03-24 22:57:18,302 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1914 +[2025-03-24 22:57:18,328 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3321 +[2025-03-24 22:57:18,381 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6612 +[2025-03-24 22:57:18,420 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7950 +[2025-03-24 22:57:18,466 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7325 +[2025-03-24 22:57:18,510 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2970 +[2025-03-24 22:57:18,549 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4732 +[2025-03-24 22:57:18,595 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7966 +[2025-03-24 22:57:18,620 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3025 +[2025-03-24 22:57:18,671 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8918 +[2025-03-24 22:57:18,694 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9187 +[2025-03-24 22:57:19,664 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:57:19,665 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:57:19,665 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] wall : 0.7086 0.9406 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] floor : 0.9145 0.9855 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] cabinet : 0.2799 0.3715 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] bed : 0.4366 0.5990 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] chair : 0.6559 0.8143 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] sofa : 0.4201 0.4814 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] table : 0.4832 0.6584 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] door : 0.3309 0.4194 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] window : 0.1985 0.2522 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] bookshelf : 0.4585 0.5900 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] picture : 0.2238 0.3127 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] counter : 0.3107 0.5696 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] desk : 0.2289 0.3046 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] curtain : 0.3102 0.4961 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] refridgerator : 0.1339 0.2749 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] sink : 0.0906 0.1246 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:57:19,665 INFO hook.py line 689 2330458] otherfurniture : 0.0770 0.0826 +[2025-03-24 22:57:19,665 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:57:19,665 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3131/0.4139/0.7570. +[2025-03-24 22:57:19,666 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:57:19,675 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3131 +[2025-03-24 22:57:19,675 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3131 +[2025-03-24 22:57:19,676 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:57:21,666 INFO hook.py line 566 2330458] Train: [94/100][1/4] Data 0.829 (0.829) Batch 1.004 (1.004) Remain 00:00:27 loss: 0.3154 Lr: 3.48163e-05 +[2025-03-24 22:57:21,891 INFO hook.py line 566 2330458] Train: [94/100][2/4] Data 0.034 (0.034) Batch 0.225 (0.225) Remain 00:00:05 loss: 0.3132 Lr: 3.22215e-05 +[2025-03-24 22:57:22,060 INFO hook.py line 566 2330458] Train: [94/100][3/4] Data 0.002 (0.002) Batch 0.169 (0.169) Remain 00:00:04 loss: 0.3157 Lr: 2.97271e-05 +[2025-03-24 22:57:22,223 INFO hook.py line 566 2330458] Train: [94/100][4/4] Data 0.001 (0.001) Batch 0.163 (0.163) Remain 00:00:03 loss: 0.3663 Lr: 2.73332e-05 +[2025-03-24 22:57:22,224 INFO misc.py line 135 2330458] Train result: loss: 0.3276 +[2025-03-24 22:57:22,300 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:57:32,600 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2241 +[2025-03-24 22:57:32,696 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0364 +[2025-03-24 22:57:32,732 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0324 +[2025-03-24 22:57:32,781 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8972 +[2025-03-24 22:57:33,422 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0237 +[2025-03-24 22:57:33,483 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6901 +[2025-03-24 22:57:33,530 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4988 +[2025-03-24 22:57:33,555 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7873 +[2025-03-24 22:57:33,599 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6288 +[2025-03-24 22:57:33,633 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2202 +[2025-03-24 22:57:33,675 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5018 +[2025-03-24 22:57:33,708 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0869 +[2025-03-24 22:57:33,752 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7805 +[2025-03-24 22:57:33,785 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6101 +[2025-03-24 22:57:33,823 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7349 +[2025-03-24 22:57:33,865 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6587 +[2025-03-24 22:57:33,900 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7090 +[2025-03-24 22:57:33,936 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4860 +[2025-03-24 22:57:33,986 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3469 +[2025-03-24 22:57:34,015 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8046 +[2025-03-24 22:57:34,048 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6237 +[2025-03-24 22:57:34,084 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7916 +[2025-03-24 22:57:34,109 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4457 +[2025-03-24 22:57:34,150 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6498 +[2025-03-24 22:57:34,189 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2843 +[2025-03-24 22:57:34,227 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8901 +[2025-03-24 22:57:34,273 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.2833 +[2025-03-24 22:57:34,307 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6855 +[2025-03-24 22:57:34,333 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9344 +[2025-03-24 22:57:34,384 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1523 +[2025-03-24 22:57:34,445 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3954 +[2025-03-24 22:57:34,480 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0227 +[2025-03-24 22:57:34,528 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5806 +[2025-03-24 22:57:34,566 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9500 +[2025-03-24 22:57:34,600 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6495 +[2025-03-24 22:57:34,633 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5844 +[2025-03-24 22:57:34,666 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1527 +[2025-03-24 22:57:34,694 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6641 +[2025-03-24 22:57:34,750 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8770 +[2025-03-24 22:57:34,795 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1581 +[2025-03-24 22:57:34,834 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5833 +[2025-03-24 22:57:34,861 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.6059 +[2025-03-24 22:57:34,892 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1666 +[2025-03-24 22:57:34,949 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1487 +[2025-03-24 22:57:34,977 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1482 +[2025-03-24 22:57:35,019 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.6035 +[2025-03-24 22:57:35,056 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7305 +[2025-03-24 22:57:35,087 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5011 +[2025-03-24 22:57:35,124 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6804 +[2025-03-24 22:57:35,157 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1440 +[2025-03-24 22:57:35,190 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6258 +[2025-03-24 22:57:35,222 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8431 +[2025-03-24 22:57:35,251 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6957 +[2025-03-24 22:57:35,287 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7309 +[2025-03-24 22:57:35,322 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1602 +[2025-03-24 22:57:35,358 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5116 +[2025-03-24 22:57:35,387 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8399 +[2025-03-24 22:57:35,409 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1404 +[2025-03-24 22:57:35,444 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5462 +[2025-03-24 22:57:35,474 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5293 +[2025-03-24 22:57:35,495 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1997 +[2025-03-24 22:57:35,525 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3379 +[2025-03-24 22:57:35,558 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5367 +[2025-03-24 22:57:35,609 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1862 +[2025-03-24 22:57:35,633 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9494 +[2025-03-24 22:57:35,670 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7196 +[2025-03-24 22:57:35,705 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8632 +[2025-03-24 22:57:35,733 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1751 +[2025-03-24 22:57:35,759 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3340 +[2025-03-24 22:57:35,812 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6465 +[2025-03-24 22:57:35,850 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7794 +[2025-03-24 22:57:35,898 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7347 +[2025-03-24 22:57:35,943 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2738 +[2025-03-24 22:57:35,980 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4860 +[2025-03-24 22:57:36,027 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7740 +[2025-03-24 22:57:36,052 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3271 +[2025-03-24 22:57:36,104 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8819 +[2025-03-24 22:57:36,127 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9192 +[2025-03-24 22:57:37,181 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:57:37,182 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:57:37,182 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:57:37,182 INFO hook.py line 689 2330458] wall : 0.7088 0.9397 +[2025-03-24 22:57:37,182 INFO hook.py line 689 2330458] floor : 0.9150 0.9855 +[2025-03-24 22:57:37,182 INFO hook.py line 689 2330458] cabinet : 0.2810 0.3722 +[2025-03-24 22:57:37,182 INFO hook.py line 689 2330458] bed : 0.4383 0.5978 +[2025-03-24 22:57:37,182 INFO hook.py line 689 2330458] chair : 0.6555 0.8138 +[2025-03-24 22:57:37,182 INFO hook.py line 689 2330458] sofa : 0.4233 0.4873 +[2025-03-24 22:57:37,182 INFO hook.py line 689 2330458] table : 0.4838 0.6594 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] door : 0.3307 0.4207 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] window : 0.1971 0.2501 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] bookshelf : 0.4600 0.5919 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] picture : 0.2249 0.3148 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] counter : 0.3100 0.5725 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] desk : 0.2295 0.3058 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] curtain : 0.3115 0.5013 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] refridgerator : 0.1353 0.2790 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:57:37,183 INFO hook.py line 689 2330458] sink : 0.0936 0.1296 +[2025-03-24 22:57:37,184 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:57:37,184 INFO hook.py line 689 2330458] otherfurniture : 0.0785 0.0843 +[2025-03-24 22:57:37,184 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:57:37,184 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3138/0.4153/0.7572. +[2025-03-24 22:57:37,185 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:57:37,197 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3138 +[2025-03-24 22:57:37,198 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3138 +[2025-03-24 22:57:37,198 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:57:39,555 INFO hook.py line 566 2330458] Train: [95/100][1/4] Data 1.113 (1.113) Batch 1.323 (1.323) Remain 00:00:30 loss: 0.2767 Lr: 2.50399e-05 +[2025-03-24 22:57:39,735 INFO hook.py line 566 2330458] Train: [95/100][2/4] Data 0.001 (0.001) Batch 0.180 (0.180) Remain 00:00:03 loss: 0.1792 Lr: 2.28475e-05 +[2025-03-24 22:57:39,909 INFO hook.py line 566 2330458] Train: [95/100][3/4] Data 0.001 (0.001) Batch 0.174 (0.174) Remain 00:00:03 loss: 0.3187 Lr: 2.07560e-05 +[2025-03-24 22:57:40,070 INFO hook.py line 566 2330458] Train: [95/100][4/4] Data 0.001 (0.001) Batch 0.161 (0.161) Remain 00:00:03 loss: 0.3663 Lr: 1.87656e-05 +[2025-03-24 22:57:40,070 INFO misc.py line 135 2330458] Train result: loss: 0.2852 +[2025-03-24 22:57:40,148 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:57:50,324 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2296 +[2025-03-24 22:57:50,373 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0192 +[2025-03-24 22:57:50,700 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0450 +[2025-03-24 22:57:50,755 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8915 +[2025-03-24 22:57:50,980 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0056 +[2025-03-24 22:57:51,031 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6908 +[2025-03-24 22:57:51,504 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4995 +[2025-03-24 22:57:51,539 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7819 +[2025-03-24 22:57:51,578 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6419 +[2025-03-24 22:57:51,606 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2208 +[2025-03-24 22:57:51,649 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5079 +[2025-03-24 22:57:51,677 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0783 +[2025-03-24 22:57:51,722 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7760 +[2025-03-24 22:57:51,755 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6159 +[2025-03-24 22:57:51,789 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7484 +[2025-03-24 22:57:51,830 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.6685 +[2025-03-24 22:57:51,867 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7099 +[2025-03-24 22:57:51,897 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4924 +[2025-03-24 22:57:51,941 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3463 +[2025-03-24 22:57:51,976 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8218 +[2025-03-24 22:57:52,008 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6335 +[2025-03-24 22:57:52,045 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8073 +[2025-03-24 22:57:52,072 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4453 +[2025-03-24 22:57:52,110 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6516 +[2025-03-24 22:57:52,149 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2756 +[2025-03-24 22:57:52,185 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8930 +[2025-03-24 22:57:52,232 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3021 +[2025-03-24 22:57:52,261 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6691 +[2025-03-24 22:57:52,287 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9362 +[2025-03-24 22:57:52,337 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1552 +[2025-03-24 22:57:52,394 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4105 +[2025-03-24 22:57:52,430 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0094 +[2025-03-24 22:57:52,482 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5885 +[2025-03-24 22:57:52,519 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9547 +[2025-03-24 22:57:52,553 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6462 +[2025-03-24 22:57:52,587 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5928 +[2025-03-24 22:57:52,619 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1862 +[2025-03-24 22:57:52,650 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6554 +[2025-03-24 22:57:52,705 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8616 +[2025-03-24 22:57:52,747 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1355 +[2025-03-24 22:57:52,788 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5756 +[2025-03-24 22:57:52,813 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5909 +[2025-03-24 22:57:52,844 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1757 +[2025-03-24 22:57:52,898 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1285 +[2025-03-24 22:57:52,930 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1422 +[2025-03-24 22:57:52,971 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5566 +[2025-03-24 22:57:53,010 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7378 +[2025-03-24 22:57:53,042 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5301 +[2025-03-24 22:57:53,073 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6545 +[2025-03-24 22:57:53,113 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1305 +[2025-03-24 22:57:53,152 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6180 +[2025-03-24 22:57:53,185 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8563 +[2025-03-24 22:57:53,212 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6984 +[2025-03-24 22:57:53,248 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7332 +[2025-03-24 22:57:53,283 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1504 +[2025-03-24 22:57:53,319 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5083 +[2025-03-24 22:57:53,347 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8470 +[2025-03-24 22:57:53,370 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1369 +[2025-03-24 22:57:53,405 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5550 +[2025-03-24 22:57:53,434 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5227 +[2025-03-24 22:57:53,454 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1519 +[2025-03-24 22:57:53,483 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3217 +[2025-03-24 22:57:53,515 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5310 +[2025-03-24 22:57:53,566 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1829 +[2025-03-24 22:57:53,589 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9376 +[2025-03-24 22:57:53,627 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7139 +[2025-03-24 22:57:53,662 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8615 +[2025-03-24 22:57:53,690 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1852 +[2025-03-24 22:57:53,716 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3457 +[2025-03-24 22:57:53,769 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6348 +[2025-03-24 22:57:53,807 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7670 +[2025-03-24 22:57:53,854 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7427 +[2025-03-24 22:57:53,899 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2624 +[2025-03-24 22:57:53,937 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4921 +[2025-03-24 22:57:53,984 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7787 +[2025-03-24 22:57:54,009 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3289 +[2025-03-24 22:57:54,060 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8807 +[2025-03-24 22:57:54,083 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9180 +[2025-03-24 22:57:55,029 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:57:55,030 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:57:55,030 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] wall : 0.7096 0.9398 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] floor : 0.9156 0.9855 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] cabinet : 0.2809 0.3726 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] bed : 0.4416 0.5986 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] chair : 0.6562 0.8149 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] sofa : 0.4265 0.4925 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] table : 0.4837 0.6602 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] door : 0.3303 0.4197 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] window : 0.1978 0.2505 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] bookshelf : 0.4619 0.5947 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] picture : 0.2287 0.3216 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] counter : 0.3104 0.5765 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] desk : 0.2280 0.3042 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] curtain : 0.3124 0.5031 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] refridgerator : 0.1333 0.2771 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] sink : 0.0924 0.1286 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:57:55,030 INFO hook.py line 689 2330458] otherfurniture : 0.0793 0.0853 +[2025-03-24 22:57:55,030 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:57:55,030 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3144/0.4163/0.7576. +[2025-03-24 22:57:55,031 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:57:55,043 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3144 +[2025-03-24 22:57:55,043 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3144 +[2025-03-24 22:57:55,043 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:57:57,094 INFO hook.py line 566 2330458] Train: [96/100][1/4] Data 0.823 (0.823) Batch 0.999 (0.999) Remain 00:00:18 loss: 0.1700 Lr: 1.68765e-05 +[2025-03-24 22:57:57,337 INFO hook.py line 566 2330458] Train: [96/100][2/4] Data 0.002 (0.002) Batch 0.242 (0.242) Remain 00:00:04 loss: 0.2643 Lr: 1.50888e-05 +[2025-03-24 22:57:57,515 INFO hook.py line 566 2330458] Train: [96/100][3/4] Data 0.002 (0.002) Batch 0.179 (0.179) Remain 00:00:03 loss: 0.3559 Lr: 1.34026e-05 +[2025-03-24 22:57:57,679 INFO hook.py line 566 2330458] Train: [96/100][4/4] Data 0.001 (0.001) Batch 0.164 (0.164) Remain 00:00:02 loss: 0.2397 Lr: 1.18180e-05 +[2025-03-24 22:57:57,679 INFO misc.py line 135 2330458] Train result: loss: 0.2575 +[2025-03-24 22:57:57,751 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:58:06,394 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2335 +[2025-03-24 22:58:08,139 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0344 +[2025-03-24 22:58:08,304 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0509 +[2025-03-24 22:58:08,438 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8988 +[2025-03-24 22:58:08,816 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0036 +[2025-03-24 22:58:08,949 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7091 +[2025-03-24 22:58:08,995 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5026 +[2025-03-24 22:58:09,028 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7839 +[2025-03-24 22:58:09,073 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6634 +[2025-03-24 22:58:09,100 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.1978 +[2025-03-24 22:58:09,143 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5026 +[2025-03-24 22:58:09,415 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0838 +[2025-03-24 22:58:09,458 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7579 +[2025-03-24 22:58:09,491 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6277 +[2025-03-24 22:58:09,525 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7268 +[2025-03-24 22:58:09,567 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7056 +[2025-03-24 22:58:09,602 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7064 +[2025-03-24 22:58:09,631 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.5185 +[2025-03-24 22:58:09,671 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3494 +[2025-03-24 22:58:09,701 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8019 +[2025-03-24 22:58:09,733 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6319 +[2025-03-24 22:58:09,769 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8310 +[2025-03-24 22:58:09,795 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4221 +[2025-03-24 22:58:09,834 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6361 +[2025-03-24 22:58:09,873 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2894 +[2025-03-24 22:58:09,909 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9050 +[2025-03-24 22:58:09,956 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3148 +[2025-03-24 22:58:09,985 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6786 +[2025-03-24 22:58:10,012 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9462 +[2025-03-24 22:58:10,064 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1668 +[2025-03-24 22:58:10,120 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4126 +[2025-03-24 22:58:10,173 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0062 +[2025-03-24 22:58:10,221 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5826 +[2025-03-24 22:58:10,261 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9569 +[2025-03-24 22:58:10,295 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6463 +[2025-03-24 22:58:10,327 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5900 +[2025-03-24 22:58:10,360 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1835 +[2025-03-24 22:58:10,390 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6531 +[2025-03-24 22:58:10,446 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8651 +[2025-03-24 22:58:10,490 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1442 +[2025-03-24 22:58:10,529 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5790 +[2025-03-24 22:58:10,554 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5530 +[2025-03-24 22:58:10,585 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1793 +[2025-03-24 22:58:10,639 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1300 +[2025-03-24 22:58:10,667 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1078 +[2025-03-24 22:58:10,709 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5103 +[2025-03-24 22:58:10,747 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7470 +[2025-03-24 22:58:10,781 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5112 +[2025-03-24 22:58:10,812 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6743 +[2025-03-24 22:58:10,841 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1139 +[2025-03-24 22:58:10,877 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6301 +[2025-03-24 22:58:10,910 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8584 +[2025-03-24 22:58:10,936 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6962 +[2025-03-24 22:58:10,973 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7422 +[2025-03-24 22:58:11,008 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1604 +[2025-03-24 22:58:11,044 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5025 +[2025-03-24 22:58:11,073 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8503 +[2025-03-24 22:58:11,096 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1533 +[2025-03-24 22:58:11,130 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5478 +[2025-03-24 22:58:11,159 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5165 +[2025-03-24 22:58:11,180 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1816 +[2025-03-24 22:58:11,212 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3457 +[2025-03-24 22:58:11,244 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5374 +[2025-03-24 22:58:11,295 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1589 +[2025-03-24 22:58:11,319 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9483 +[2025-03-24 22:58:11,356 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7266 +[2025-03-24 22:58:11,390 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8630 +[2025-03-24 22:58:11,419 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1874 +[2025-03-24 22:58:11,445 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3475 +[2025-03-24 22:58:11,498 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6497 +[2025-03-24 22:58:11,536 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7642 +[2025-03-24 22:58:11,583 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7218 +[2025-03-24 22:58:11,627 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3009 +[2025-03-24 22:58:11,664 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4818 +[2025-03-24 22:58:11,711 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7782 +[2025-03-24 22:58:11,736 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3162 +[2025-03-24 22:58:11,787 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8841 +[2025-03-24 22:58:11,811 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9070 +[2025-03-24 22:58:12,817 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:58:12,817 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:58:12,817 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:58:12,817 INFO hook.py line 689 2330458] wall : 0.7102 0.9393 +[2025-03-24 22:58:12,818 INFO hook.py line 689 2330458] floor : 0.9160 0.9855 +[2025-03-24 22:58:12,818 INFO hook.py line 689 2330458] cabinet : 0.2813 0.3729 +[2025-03-24 22:58:12,818 INFO hook.py line 689 2330458] bed : 0.4431 0.5989 +[2025-03-24 22:58:12,818 INFO hook.py line 689 2330458] chair : 0.6555 0.8143 +[2025-03-24 22:58:12,818 INFO hook.py line 689 2330458] sofa : 0.4287 0.4962 +[2025-03-24 22:58:12,818 INFO hook.py line 689 2330458] table : 0.4843 0.6601 +[2025-03-24 22:58:12,818 INFO hook.py line 689 2330458] door : 0.3304 0.4214 +[2025-03-24 22:58:12,819 INFO hook.py line 689 2330458] window : 0.1974 0.2503 +[2025-03-24 22:58:12,819 INFO hook.py line 689 2330458] bookshelf : 0.4647 0.5971 +[2025-03-24 22:58:12,819 INFO hook.py line 689 2330458] picture : 0.2279 0.3225 +[2025-03-24 22:58:12,819 INFO hook.py line 689 2330458] counter : 0.3103 0.5796 +[2025-03-24 22:58:12,819 INFO hook.py line 689 2330458] desk : 0.2301 0.3076 +[2025-03-24 22:58:12,819 INFO hook.py line 689 2330458] curtain : 0.3113 0.5023 +[2025-03-24 22:58:12,819 INFO hook.py line 689 2330458] refridgerator : 0.1343 0.2811 +[2025-03-24 22:58:12,820 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:58:12,820 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:58:12,820 INFO hook.py line 689 2330458] sink : 0.0955 0.1336 +[2025-03-24 22:58:12,820 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:58:12,820 INFO hook.py line 689 2330458] otherfurniture : 0.0801 0.0862 +[2025-03-24 22:58:12,820 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:58:12,820 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3151/0.4174/0.7578. +[2025-03-24 22:58:12,821 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:58:12,834 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3151 +[2025-03-24 22:58:12,834 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3151 +[2025-03-24 22:58:12,834 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:58:14,870 INFO hook.py line 566 2330458] Train: [97/100][1/4] Data 0.698 (0.698) Batch 0.863 (0.863) Remain 00:00:12 loss: 0.4001 Lr: 1.03351e-05 +[2025-03-24 22:58:15,121 INFO hook.py line 566 2330458] Train: [97/100][2/4] Data 0.065 (0.065) Batch 0.250 (0.250) Remain 00:00:03 loss: 0.3429 Lr: 8.95404e-06 +[2025-03-24 22:58:15,296 INFO hook.py line 566 2330458] Train: [97/100][3/4] Data 0.002 (0.002) Batch 0.176 (0.176) Remain 00:00:02 loss: 0.2303 Lr: 7.67491e-06 +[2025-03-24 22:58:15,471 INFO hook.py line 566 2330458] Train: [97/100][4/4] Data 0.001 (0.001) Batch 0.175 (0.175) Remain 00:00:02 loss: 0.1389 Lr: 6.49778e-06 +[2025-03-24 22:58:15,472 INFO misc.py line 135 2330458] Train result: loss: 0.2781 +[2025-03-24 22:58:15,543 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:58:26,495 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2329 +[2025-03-24 22:58:26,534 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0248 +[2025-03-24 22:58:26,571 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0463 +[2025-03-24 22:58:26,639 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8955 +[2025-03-24 22:58:26,672 INFO hook.py line 748 2330458] Test: [5/78] Loss 0.9993 +[2025-03-24 22:58:26,728 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.6944 +[2025-03-24 22:58:26,775 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.5022 +[2025-03-24 22:58:27,091 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7698 +[2025-03-24 22:58:27,132 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6298 +[2025-03-24 22:58:27,168 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.1948 +[2025-03-24 22:58:27,212 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5106 +[2025-03-24 22:58:27,241 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0708 +[2025-03-24 22:58:27,285 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7483 +[2025-03-24 22:58:27,319 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6160 +[2025-03-24 22:58:27,353 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7223 +[2025-03-24 22:58:27,395 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7188 +[2025-03-24 22:58:27,430 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7109 +[2025-03-24 22:58:27,461 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4784 +[2025-03-24 22:58:27,500 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3368 +[2025-03-24 22:58:27,530 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8026 +[2025-03-24 22:58:27,562 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6359 +[2025-03-24 22:58:27,599 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7892 +[2025-03-24 22:58:27,626 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4369 +[2025-03-24 22:58:27,665 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6545 +[2025-03-24 22:58:27,704 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2868 +[2025-03-24 22:58:27,741 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9039 +[2025-03-24 22:58:27,786 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3109 +[2025-03-24 22:58:27,816 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6874 +[2025-03-24 22:58:27,841 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9479 +[2025-03-24 22:58:27,893 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1737 +[2025-03-24 22:58:27,948 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3944 +[2025-03-24 22:58:27,978 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0078 +[2025-03-24 22:58:28,028 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5765 +[2025-03-24 22:58:28,069 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9569 +[2025-03-24 22:58:28,103 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6477 +[2025-03-24 22:58:28,135 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5839 +[2025-03-24 22:58:28,169 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1790 +[2025-03-24 22:58:28,199 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6528 +[2025-03-24 22:58:28,255 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8608 +[2025-03-24 22:58:28,297 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1342 +[2025-03-24 22:58:28,337 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5895 +[2025-03-24 22:58:28,363 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5620 +[2025-03-24 22:58:28,395 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1813 +[2025-03-24 22:58:28,450 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1300 +[2025-03-24 22:58:28,482 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0610 +[2025-03-24 22:58:28,530 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5609 +[2025-03-24 22:58:28,566 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7460 +[2025-03-24 22:58:28,597 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5185 +[2025-03-24 22:58:28,628 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6678 +[2025-03-24 22:58:28,661 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1294 +[2025-03-24 22:58:28,688 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6516 +[2025-03-24 22:58:28,723 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8283 +[2025-03-24 22:58:28,755 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7009 +[2025-03-24 22:58:28,789 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7330 +[2025-03-24 22:58:28,824 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1696 +[2025-03-24 22:58:28,861 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5000 +[2025-03-24 22:58:28,890 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8361 +[2025-03-24 22:58:28,912 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1666 +[2025-03-24 22:58:28,947 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5597 +[2025-03-24 22:58:28,976 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5120 +[2025-03-24 22:58:28,997 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1498 +[2025-03-24 22:58:29,027 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3333 +[2025-03-24 22:58:29,059 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5214 +[2025-03-24 22:58:29,110 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1666 +[2025-03-24 22:58:29,134 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9468 +[2025-03-24 22:58:29,171 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7269 +[2025-03-24 22:58:29,205 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8501 +[2025-03-24 22:58:29,234 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1782 +[2025-03-24 22:58:29,260 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3487 +[2025-03-24 22:58:29,314 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6525 +[2025-03-24 22:58:29,352 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7631 +[2025-03-24 22:58:29,399 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7275 +[2025-03-24 22:58:29,444 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2847 +[2025-03-24 22:58:29,482 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4986 +[2025-03-24 22:58:29,529 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7813 +[2025-03-24 22:58:29,554 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3102 +[2025-03-24 22:58:29,605 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8913 +[2025-03-24 22:58:29,629 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9088 +[2025-03-24 22:58:30,612 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:58:30,613 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:58:30,613 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:58:30,613 INFO hook.py line 689 2330458] wall : 0.7105 0.9391 +[2025-03-24 22:58:30,613 INFO hook.py line 689 2330458] floor : 0.9166 0.9854 +[2025-03-24 22:58:30,613 INFO hook.py line 689 2330458] cabinet : 0.2818 0.3735 +[2025-03-24 22:58:30,613 INFO hook.py line 689 2330458] bed : 0.4453 0.5998 +[2025-03-24 22:58:30,614 INFO hook.py line 689 2330458] chair : 0.6551 0.8145 +[2025-03-24 22:58:30,614 INFO hook.py line 689 2330458] sofa : 0.4272 0.4950 +[2025-03-24 22:58:30,614 INFO hook.py line 689 2330458] table : 0.4839 0.6599 +[2025-03-24 22:58:30,614 INFO hook.py line 689 2330458] door : 0.3306 0.4211 +[2025-03-24 22:58:30,614 INFO hook.py line 689 2330458] window : 0.1977 0.2512 +[2025-03-24 22:58:30,614 INFO hook.py line 689 2330458] bookshelf : 0.4652 0.5976 +[2025-03-24 22:58:30,614 INFO hook.py line 689 2330458] picture : 0.2277 0.3231 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] counter : 0.3110 0.5835 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] desk : 0.2300 0.3082 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] curtain : 0.3119 0.5038 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] refridgerator : 0.1364 0.2882 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] sink : 0.0936 0.1311 +[2025-03-24 22:58:30,615 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:58:30,616 INFO hook.py line 689 2330458] otherfurniture : 0.0804 0.0867 +[2025-03-24 22:58:30,616 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:58:30,616 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3152/0.4181/0.7579. +[2025-03-24 22:58:30,617 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:58:30,630 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3152 +[2025-03-24 22:58:30,630 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3152 +[2025-03-24 22:58:30,630 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:58:32,570 INFO hook.py line 566 2330458] Train: [98/100][1/4] Data 0.735 (0.735) Batch 0.904 (0.904) Remain 00:00:09 loss: 0.2441 Lr: 5.42275e-06 +[2025-03-24 22:58:32,769 INFO hook.py line 566 2330458] Train: [98/100][2/4] Data 0.003 (0.003) Batch 0.200 (0.200) Remain 00:00:01 loss: 0.3525 Lr: 4.44988e-06 +[2025-03-24 22:58:32,950 INFO hook.py line 566 2330458] Train: [98/100][3/4] Data 0.001 (0.001) Batch 0.180 (0.180) Remain 00:00:01 loss: 0.1508 Lr: 3.57923e-06 +[2025-03-24 22:58:33,119 INFO hook.py line 566 2330458] Train: [98/100][4/4] Data 0.002 (0.002) Batch 0.170 (0.170) Remain 00:00:01 loss: 0.2055 Lr: 2.81088e-06 +[2025-03-24 22:58:33,119 INFO misc.py line 135 2330458] Train result: loss: 0.2382 +[2025-03-24 22:58:33,188 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:58:43,434 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2477 +[2025-03-24 22:58:43,996 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0129 +[2025-03-24 22:58:44,039 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0343 +[2025-03-24 22:58:44,083 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9017 +[2025-03-24 22:58:44,120 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0119 +[2025-03-24 22:58:44,171 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7029 +[2025-03-24 22:58:44,222 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4953 +[2025-03-24 22:58:44,253 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7901 +[2025-03-24 22:58:44,318 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6424 +[2025-03-24 22:58:44,355 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.1990 +[2025-03-24 22:58:44,587 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5102 +[2025-03-24 22:58:44,627 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0810 +[2025-03-24 22:58:44,671 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7631 +[2025-03-24 22:58:44,707 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6398 +[2025-03-24 22:58:44,741 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7038 +[2025-03-24 22:58:44,782 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7213 +[2025-03-24 22:58:44,824 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7067 +[2025-03-24 22:58:44,859 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4953 +[2025-03-24 22:58:44,902 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3320 +[2025-03-24 22:58:44,933 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8143 +[2025-03-24 22:58:44,966 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6315 +[2025-03-24 22:58:45,002 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.8082 +[2025-03-24 22:58:45,027 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4367 +[2025-03-24 22:58:45,067 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6476 +[2025-03-24 22:58:45,106 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2472 +[2025-03-24 22:58:45,146 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9099 +[2025-03-24 22:58:45,196 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.2903 +[2025-03-24 22:58:45,231 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6698 +[2025-03-24 22:58:45,264 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9585 +[2025-03-24 22:58:45,313 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1768 +[2025-03-24 22:58:45,369 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3862 +[2025-03-24 22:58:45,401 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0081 +[2025-03-24 22:58:45,451 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5791 +[2025-03-24 22:58:45,485 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9591 +[2025-03-24 22:58:45,523 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6363 +[2025-03-24 22:58:45,556 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5827 +[2025-03-24 22:58:45,589 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1898 +[2025-03-24 22:58:45,620 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6536 +[2025-03-24 22:58:45,676 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8710 +[2025-03-24 22:58:45,728 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1539 +[2025-03-24 22:58:45,766 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5774 +[2025-03-24 22:58:45,791 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5553 +[2025-03-24 22:58:45,822 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1923 +[2025-03-24 22:58:45,877 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1239 +[2025-03-24 22:58:45,910 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1329 +[2025-03-24 22:58:45,953 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5748 +[2025-03-24 22:58:45,989 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7459 +[2025-03-24 22:58:46,020 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5045 +[2025-03-24 22:58:46,052 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6732 +[2025-03-24 22:58:46,085 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1276 +[2025-03-24 22:58:46,119 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6032 +[2025-03-24 22:58:46,160 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8448 +[2025-03-24 22:58:46,185 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7155 +[2025-03-24 22:58:46,219 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7509 +[2025-03-24 22:58:46,254 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1572 +[2025-03-24 22:58:46,291 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5083 +[2025-03-24 22:58:46,320 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8393 +[2025-03-24 22:58:46,342 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1899 +[2025-03-24 22:58:46,377 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5566 +[2025-03-24 22:58:46,405 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5082 +[2025-03-24 22:58:46,425 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1629 +[2025-03-24 22:58:46,454 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3494 +[2025-03-24 22:58:46,486 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5414 +[2025-03-24 22:58:46,537 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1648 +[2025-03-24 22:58:46,561 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9445 +[2025-03-24 22:58:46,597 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7137 +[2025-03-24 22:58:46,632 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8583 +[2025-03-24 22:58:46,660 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1890 +[2025-03-24 22:58:46,686 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3427 +[2025-03-24 22:58:46,739 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6354 +[2025-03-24 22:58:46,777 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7528 +[2025-03-24 22:58:46,824 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7396 +[2025-03-24 22:58:46,868 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.2990 +[2025-03-24 22:58:46,906 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5077 +[2025-03-24 22:58:46,953 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7759 +[2025-03-24 22:58:46,978 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3151 +[2025-03-24 22:58:47,028 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8902 +[2025-03-24 22:58:47,051 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9070 +[2025-03-24 22:58:48,087 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:58:48,087 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:58:48,087 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:58:48,087 INFO hook.py line 689 2330458] wall : 0.7111 0.9384 +[2025-03-24 22:58:48,087 INFO hook.py line 689 2330458] floor : 0.9170 0.9852 +[2025-03-24 22:58:48,087 INFO hook.py line 689 2330458] cabinet : 0.2826 0.3749 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] bed : 0.4449 0.5974 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] chair : 0.6554 0.8153 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] sofa : 0.4292 0.4974 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] table : 0.4841 0.6601 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] door : 0.3313 0.4238 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] window : 0.1980 0.2517 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] bookshelf : 0.4657 0.5995 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] picture : 0.2286 0.3254 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] counter : 0.3108 0.5848 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] desk : 0.2308 0.3095 +[2025-03-24 22:58:48,088 INFO hook.py line 689 2330458] curtain : 0.3113 0.5050 +[2025-03-24 22:58:48,089 INFO hook.py line 689 2330458] refridgerator : 0.1350 0.2882 +[2025-03-24 22:58:48,089 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:58:48,089 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:58:48,089 INFO hook.py line 689 2330458] sink : 0.0936 0.1315 +[2025-03-24 22:58:48,089 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:58:48,089 INFO hook.py line 689 2330458] otherfurniture : 0.0813 0.0877 +[2025-03-24 22:58:48,089 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:58:48,089 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3155/0.4188/0.7581. +[2025-03-24 22:58:48,090 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:58:48,102 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3155 +[2025-03-24 22:58:48,102 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3155 +[2025-03-24 22:58:48,102 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:58:50,163 INFO hook.py line 566 2330458] Train: [99/100][1/4] Data 0.879 (0.879) Batch 1.049 (1.049) Remain 00:00:07 loss: 0.2846 Lr: 2.14486e-06 +[2025-03-24 22:58:50,337 INFO hook.py line 566 2330458] Train: [99/100][2/4] Data 0.002 (0.002) Batch 0.174 (0.174) Remain 00:00:01 loss: 0.1432 Lr: 1.58123e-06 +[2025-03-24 22:58:50,491 INFO hook.py line 566 2330458] Train: [99/100][3/4] Data 0.001 (0.001) Batch 0.154 (0.154) Remain 00:00:00 loss: 0.2775 Lr: 1.12003e-06 +[2025-03-24 22:58:50,654 INFO hook.py line 566 2330458] Train: [99/100][4/4] Data 0.001 (0.001) Batch 0.163 (0.163) Remain 00:00:00 loss: 0.3234 Lr: 7.61286e-07 +[2025-03-24 22:58:50,654 INFO misc.py line 135 2330458] Train result: loss: 0.2572 +[2025-03-24 22:58:50,725 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:59:00,872 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2448 +[2025-03-24 22:59:01,199 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0430 +[2025-03-24 22:59:01,799 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0194 +[2025-03-24 22:59:01,850 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.8957 +[2025-03-24 22:59:01,884 INFO hook.py line 748 2330458] Test: [5/78] Loss 0.9882 +[2025-03-24 22:59:01,935 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7233 +[2025-03-24 22:59:01,982 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4997 +[2025-03-24 22:59:02,007 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7754 +[2025-03-24 22:59:02,053 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6705 +[2025-03-24 22:59:02,081 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2086 +[2025-03-24 22:59:02,123 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5081 +[2025-03-24 22:59:02,151 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.0993 +[2025-03-24 22:59:02,196 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7403 +[2025-03-24 22:59:02,232 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6228 +[2025-03-24 22:59:02,273 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7182 +[2025-03-24 22:59:02,315 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7535 +[2025-03-24 22:59:02,350 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7168 +[2025-03-24 22:59:02,380 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4961 +[2025-03-24 22:59:02,420 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3357 +[2025-03-24 22:59:02,449 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8157 +[2025-03-24 22:59:02,488 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6321 +[2025-03-24 22:59:02,524 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7968 +[2025-03-24 22:59:02,548 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4332 +[2025-03-24 22:59:02,588 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6500 +[2025-03-24 22:59:02,627 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2631 +[2025-03-24 22:59:02,663 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.8950 +[2025-03-24 22:59:02,713 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.3051 +[2025-03-24 22:59:02,742 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6713 +[2025-03-24 22:59:02,768 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9570 +[2025-03-24 22:59:02,818 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1864 +[2025-03-24 22:59:02,874 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.4019 +[2025-03-24 22:59:02,905 INFO hook.py line 748 2330458] Test: [32/78] Loss 1.9770 +[2025-03-24 22:59:02,954 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5711 +[2025-03-24 22:59:02,991 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9581 +[2025-03-24 22:59:03,028 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6546 +[2025-03-24 22:59:03,061 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5888 +[2025-03-24 22:59:03,097 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1993 +[2025-03-24 22:59:03,125 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6603 +[2025-03-24 22:59:03,181 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8596 +[2025-03-24 22:59:03,228 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1405 +[2025-03-24 22:59:03,266 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5855 +[2025-03-24 22:59:03,291 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5268 +[2025-03-24 22:59:03,323 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.1947 +[2025-03-24 22:59:03,377 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1178 +[2025-03-24 22:59:03,405 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.0931 +[2025-03-24 22:59:03,447 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5265 +[2025-03-24 22:59:03,484 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7494 +[2025-03-24 22:59:03,518 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.4993 +[2025-03-24 22:59:03,555 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6807 +[2025-03-24 22:59:03,586 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1307 +[2025-03-24 22:59:03,624 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.6048 +[2025-03-24 22:59:03,657 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8585 +[2025-03-24 22:59:03,685 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.7089 +[2025-03-24 22:59:03,720 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7384 +[2025-03-24 22:59:03,756 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1534 +[2025-03-24 22:59:03,791 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.4953 +[2025-03-24 22:59:03,820 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8420 +[2025-03-24 22:59:03,843 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1552 +[2025-03-24 22:59:03,878 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5463 +[2025-03-24 22:59:03,906 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5115 +[2025-03-24 22:59:03,927 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1434 +[2025-03-24 22:59:03,956 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3573 +[2025-03-24 22:59:03,987 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5164 +[2025-03-24 22:59:04,038 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1770 +[2025-03-24 22:59:04,062 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9529 +[2025-03-24 22:59:04,099 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7158 +[2025-03-24 22:59:04,133 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8588 +[2025-03-24 22:59:04,162 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1680 +[2025-03-24 22:59:04,188 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3474 +[2025-03-24 22:59:04,242 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6210 +[2025-03-24 22:59:04,281 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7625 +[2025-03-24 22:59:04,327 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7191 +[2025-03-24 22:59:04,371 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3259 +[2025-03-24 22:59:04,409 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.5129 +[2025-03-24 22:59:04,455 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7724 +[2025-03-24 22:59:04,481 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3135 +[2025-03-24 22:59:04,532 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8975 +[2025-03-24 22:59:04,554 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9061 +[2025-03-24 22:59:05,617 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:59:05,618 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:59:05,618 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:59:05,618 INFO hook.py line 689 2330458] wall : 0.7114 0.9383 +[2025-03-24 22:59:05,618 INFO hook.py line 689 2330458] floor : 0.9177 0.9851 +[2025-03-24 22:59:05,618 INFO hook.py line 689 2330458] cabinet : 0.2822 0.3746 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] bed : 0.4456 0.5971 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] chair : 0.6555 0.8150 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] sofa : 0.4324 0.5022 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] table : 0.4841 0.6605 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] door : 0.3331 0.4259 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] window : 0.1995 0.2540 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] bookshelf : 0.4661 0.5986 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] picture : 0.2284 0.3261 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] counter : 0.3098 0.5864 +[2025-03-24 22:59:05,619 INFO hook.py line 689 2330458] desk : 0.2317 0.3111 +[2025-03-24 22:59:05,620 INFO hook.py line 689 2330458] curtain : 0.3110 0.5043 +[2025-03-24 22:59:05,620 INFO hook.py line 689 2330458] refridgerator : 0.1358 0.2925 +[2025-03-24 22:59:05,620 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:59:05,620 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:59:05,620 INFO hook.py line 689 2330458] sink : 0.0938 0.1324 +[2025-03-24 22:59:05,620 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:59:05,620 INFO hook.py line 689 2330458] otherfurniture : 0.0816 0.0881 +[2025-03-24 22:59:05,620 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:59:05,620 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3160/0.4196/0.7583. +[2025-03-24 22:59:05,621 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:59:05,635 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3160 +[2025-03-24 22:59:05,636 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3160 +[2025-03-24 22:59:05,636 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:59:07,607 INFO hook.py line 566 2330458] Train: [100/100][1/4] Data 0.794 (0.794) Batch 0.960 (0.960) Remain 00:00:02 loss: 0.2441 Lr: 5.05022e-07 +[2025-03-24 22:59:07,784 INFO hook.py line 566 2330458] Train: [100/100][2/4] Data 0.002 (0.002) Batch 0.177 (0.177) Remain 00:00:00 loss: 0.2588 Lr: 3.51256e-07 +[2025-03-24 22:59:08,076 INFO hook.py line 566 2330458] Train: [100/100][3/4] Data 0.120 (0.120) Batch 0.292 (0.292) Remain 00:00:00 loss: 0.1392 Lr: 3.00000e-07 +[2025-03-24 22:59:08,232 INFO hook.py line 566 2330458] Train: [100/100][4/4] Data 0.001 (0.001) Batch 0.156 (0.156) Remain 00:00:00 loss: 0.2207 Lr: 3.51256e-07 +[2025-03-24 22:59:08,232 INFO misc.py line 135 2330458] Train result: loss: 0.2157 +[2025-03-24 22:59:08,305 INFO hook.py line 699 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:59:18,806 INFO hook.py line 748 2330458] Test: [1/78] Loss 3.2467 +[2025-03-24 22:59:18,851 INFO hook.py line 748 2330458] Test: [2/78] Loss 2.0399 +[2025-03-24 22:59:18,890 INFO hook.py line 748 2330458] Test: [3/78] Loss 2.0134 +[2025-03-24 22:59:18,938 INFO hook.py line 748 2330458] Test: [4/78] Loss 0.9009 +[2025-03-24 22:59:19,149 INFO hook.py line 748 2330458] Test: [5/78] Loss 1.0161 +[2025-03-24 22:59:19,299 INFO hook.py line 748 2330458] Test: [6/78] Loss 2.7299 +[2025-03-24 22:59:19,351 INFO hook.py line 748 2330458] Test: [7/78] Loss 1.4906 +[2025-03-24 22:59:19,384 INFO hook.py line 748 2330458] Test: [8/78] Loss 0.7746 +[2025-03-24 22:59:19,428 INFO hook.py line 748 2330458] Test: [9/78] Loss 1.6342 +[2025-03-24 22:59:19,558 INFO hook.py line 748 2330458] Test: [10/78] Loss 1.2003 +[2025-03-24 22:59:19,599 INFO hook.py line 748 2330458] Test: [11/78] Loss 1.5222 +[2025-03-24 22:59:19,631 INFO hook.py line 748 2330458] Test: [12/78] Loss 1.1002 +[2025-03-24 22:59:19,675 INFO hook.py line 748 2330458] Test: [13/78] Loss 2.7286 +[2025-03-24 22:59:19,709 INFO hook.py line 748 2330458] Test: [14/78] Loss 2.6338 +[2025-03-24 22:59:19,744 INFO hook.py line 748 2330458] Test: [15/78] Loss 2.7268 +[2025-03-24 22:59:19,785 INFO hook.py line 748 2330458] Test: [16/78] Loss 0.7423 +[2025-03-24 22:59:19,821 INFO hook.py line 748 2330458] Test: [17/78] Loss 1.7023 +[2025-03-24 22:59:19,854 INFO hook.py line 748 2330458] Test: [18/78] Loss 1.4907 +[2025-03-24 22:59:19,899 INFO hook.py line 748 2330458] Test: [19/78] Loss 1.3461 +[2025-03-24 22:59:19,937 INFO hook.py line 748 2330458] Test: [20/78] Loss 1.8007 +[2025-03-24 22:59:19,970 INFO hook.py line 748 2330458] Test: [21/78] Loss 0.6376 +[2025-03-24 22:59:20,006 INFO hook.py line 748 2330458] Test: [22/78] Loss 1.7939 +[2025-03-24 22:59:20,034 INFO hook.py line 748 2330458] Test: [23/78] Loss 1.4489 +[2025-03-24 22:59:20,073 INFO hook.py line 748 2330458] Test: [24/78] Loss 1.6507 +[2025-03-24 22:59:20,116 INFO hook.py line 748 2330458] Test: [25/78] Loss 2.2229 +[2025-03-24 22:59:20,152 INFO hook.py line 748 2330458] Test: [26/78] Loss 1.9071 +[2025-03-24 22:59:20,201 INFO hook.py line 748 2330458] Test: [27/78] Loss 2.2757 +[2025-03-24 22:59:20,230 INFO hook.py line 748 2330458] Test: [28/78] Loss 1.6706 +[2025-03-24 22:59:20,263 INFO hook.py line 748 2330458] Test: [29/78] Loss 0.9510 +[2025-03-24 22:59:20,314 INFO hook.py line 748 2330458] Test: [30/78] Loss 2.1925 +[2025-03-24 22:59:20,370 INFO hook.py line 748 2330458] Test: [31/78] Loss 1.3964 +[2025-03-24 22:59:20,414 INFO hook.py line 748 2330458] Test: [32/78] Loss 2.0069 +[2025-03-24 22:59:20,462 INFO hook.py line 748 2330458] Test: [33/78] Loss 1.5810 +[2025-03-24 22:59:20,500 INFO hook.py line 748 2330458] Test: [34/78] Loss 1.9558 +[2025-03-24 22:59:20,536 INFO hook.py line 748 2330458] Test: [35/78] Loss 1.6397 +[2025-03-24 22:59:20,571 INFO hook.py line 748 2330458] Test: [36/78] Loss 1.5717 +[2025-03-24 22:59:20,607 INFO hook.py line 748 2330458] Test: [37/78] Loss 2.1899 +[2025-03-24 22:59:20,644 INFO hook.py line 748 2330458] Test: [38/78] Loss 0.6620 +[2025-03-24 22:59:20,700 INFO hook.py line 748 2330458] Test: [39/78] Loss 2.8649 +[2025-03-24 22:59:20,743 INFO hook.py line 748 2330458] Test: [40/78] Loss 2.1422 +[2025-03-24 22:59:20,781 INFO hook.py line 748 2330458] Test: [41/78] Loss 1.5728 +[2025-03-24 22:59:20,807 INFO hook.py line 748 2330458] Test: [42/78] Loss 1.5161 +[2025-03-24 22:59:20,848 INFO hook.py line 748 2330458] Test: [43/78] Loss 3.2019 +[2025-03-24 22:59:20,899 INFO hook.py line 748 2330458] Test: [44/78] Loss 1.1437 +[2025-03-24 22:59:20,930 INFO hook.py line 748 2330458] Test: [45/78] Loss 3.1073 +[2025-03-24 22:59:20,973 INFO hook.py line 748 2330458] Test: [46/78] Loss 3.5315 +[2025-03-24 22:59:21,013 INFO hook.py line 748 2330458] Test: [47/78] Loss 2.7659 +[2025-03-24 22:59:21,044 INFO hook.py line 748 2330458] Test: [48/78] Loss 1.5089 +[2025-03-24 22:59:21,082 INFO hook.py line 748 2330458] Test: [49/78] Loss 2.6698 +[2025-03-24 22:59:21,114 INFO hook.py line 748 2330458] Test: [50/78] Loss 2.1195 +[2025-03-24 22:59:21,147 INFO hook.py line 748 2330458] Test: [51/78] Loss 2.5956 +[2025-03-24 22:59:21,187 INFO hook.py line 748 2330458] Test: [52/78] Loss 1.8586 +[2025-03-24 22:59:21,219 INFO hook.py line 748 2330458] Test: [53/78] Loss 1.6954 +[2025-03-24 22:59:21,253 INFO hook.py line 748 2330458] Test: [54/78] Loss 2.7424 +[2025-03-24 22:59:21,287 INFO hook.py line 748 2330458] Test: [55/78] Loss 0.1595 +[2025-03-24 22:59:21,323 INFO hook.py line 748 2330458] Test: [56/78] Loss 1.5089 +[2025-03-24 22:59:21,352 INFO hook.py line 748 2330458] Test: [57/78] Loss 1.8489 +[2025-03-24 22:59:21,374 INFO hook.py line 748 2330458] Test: [58/78] Loss 2.1652 +[2025-03-24 22:59:21,410 INFO hook.py line 748 2330458] Test: [59/78] Loss 1.5463 +[2025-03-24 22:59:21,438 INFO hook.py line 748 2330458] Test: [60/78] Loss 1.5085 +[2025-03-24 22:59:21,459 INFO hook.py line 748 2330458] Test: [61/78] Loss 2.1343 +[2025-03-24 22:59:21,488 INFO hook.py line 748 2330458] Test: [62/78] Loss 2.3416 +[2025-03-24 22:59:21,520 INFO hook.py line 748 2330458] Test: [63/78] Loss 1.5331 +[2025-03-24 22:59:21,571 INFO hook.py line 748 2330458] Test: [64/78] Loss 2.1791 +[2025-03-24 22:59:21,594 INFO hook.py line 748 2330458] Test: [65/78] Loss 1.9560 +[2025-03-24 22:59:21,631 INFO hook.py line 748 2330458] Test: [66/78] Loss 1.7200 +[2025-03-24 22:59:21,666 INFO hook.py line 748 2330458] Test: [67/78] Loss 1.8530 +[2025-03-24 22:59:21,694 INFO hook.py line 748 2330458] Test: [68/78] Loss 2.1818 +[2025-03-24 22:59:21,720 INFO hook.py line 748 2330458] Test: [69/78] Loss 0.3527 +[2025-03-24 22:59:21,774 INFO hook.py line 748 2330458] Test: [70/78] Loss 1.6378 +[2025-03-24 22:59:21,812 INFO hook.py line 748 2330458] Test: [71/78] Loss 1.7649 +[2025-03-24 22:59:21,859 INFO hook.py line 748 2330458] Test: [72/78] Loss 0.7228 +[2025-03-24 22:59:21,903 INFO hook.py line 748 2330458] Test: [73/78] Loss 2.3266 +[2025-03-24 22:59:21,941 INFO hook.py line 748 2330458] Test: [74/78] Loss 2.4993 +[2025-03-24 22:59:21,988 INFO hook.py line 748 2330458] Test: [75/78] Loss 0.7638 +[2025-03-24 22:59:22,013 INFO hook.py line 748 2330458] Test: [76/78] Loss 1.3027 +[2025-03-24 22:59:22,064 INFO hook.py line 748 2330458] Test: [77/78] Loss 0.8861 +[2025-03-24 22:59:22,087 INFO hook.py line 748 2330458] Test: [78/78] Loss 0.9094 +[2025-03-24 22:59:23,113 INFO hook.py line 674 2330458] ######################################## +[2025-03-24 22:59:23,113 INFO hook.py line 679 2330458] what : mIoU Acc +[2025-03-24 22:59:23,113 INFO hook.py line 680 2330458] ######################################## +[2025-03-24 22:59:23,113 INFO hook.py line 689 2330458] wall : 0.7119 0.9378 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] floor : 0.9181 0.9850 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] cabinet : 0.2831 0.3762 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] bed : 0.4467 0.5966 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] chair : 0.6558 0.8159 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] sofa : 0.4320 0.5021 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] table : 0.4849 0.6618 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] door : 0.3321 0.4245 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] window : 0.1969 0.2513 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] bookshelf : 0.4674 0.6003 +[2025-03-24 22:59:23,114 INFO hook.py line 689 2330458] picture : 0.2292 0.3284 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] counter : 0.3091 0.5873 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] desk : 0.2325 0.3125 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] curtain : 0.3121 0.5094 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] refridgerator : 0.1342 0.2914 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] shower curtain : 0.0000 0.0000 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] toilet : 0.0000 0.0000 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] sink : 0.0937 0.1320 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] bathtub : 0.0000 0.0000 +[2025-03-24 22:59:23,115 INFO hook.py line 689 2330458] otherfurniture : 0.0828 0.0896 +[2025-03-24 22:59:23,115 INFO hook.py line 690 2330458] ######################################## +[2025-03-24 22:59:23,115 INFO hook.py line 691 2330458] Overall: mIoU/mAcc/allAcc 0.3161/0.4201/0.7583. +[2025-03-24 22:59:23,116 INFO hook.py line 765 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 22:59:23,126 INFO misc.py line 159 2330458] Best validation mIoU updated to: 0.3161 +[2025-03-24 22:59:23,126 INFO misc.py line 164 2330458] Currently Best mIoU: 0.3161 +[2025-03-24 22:59:23,126 INFO misc.py line 173 2330458] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr1/model/model_last.pth +[2025-03-24 22:59:24,043 INFO hook.py line 771 2330458] Best mIoU: 0.3161 +[2025-03-24 22:59:24,043 INFO misc.py line 259 2330458] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:59:24,043 INFO test.py line 41 2330458] => Loading config ... +[2025-03-24 22:59:24,043 INFO test.py line 53 2330458] => Building test dataset & dataloader ... +[2025-03-24 22:59:24,044 INFO defaults.py line 68 2330458] Totally 312 x 1 samples in val set. +[2025-03-24 22:59:24,045 INFO misc.py line 270 2330458] => Testing on model_best ... +[2025-03-24 22:59:24,327 INFO test.py line 119 2330458] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 22:59:34,412 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-03-24 22:59:34,434 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-03-24 22:59:34,453 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 2/109 +[2025-03-24 22:59:34,469 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 3/109 +[2025-03-24 22:59:34,484 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 4/109 +[2025-03-24 22:59:34,499 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 5/109 +[2025-03-24 22:59:34,514 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 6/109 +[2025-03-24 22:59:34,528 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 7/109 +[2025-03-24 22:59:34,544 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 8/109 +[2025-03-24 22:59:34,559 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 9/109 +[2025-03-24 22:59:34,574 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 10/109 +[2025-03-24 22:59:34,588 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 11/109 +[2025-03-24 22:59:34,603 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 12/109 +[2025-03-24 22:59:34,617 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 13/109 +[2025-03-24 22:59:34,632 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 14/109 +[2025-03-24 22:59:34,646 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 15/109 +[2025-03-24 22:59:34,661 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 16/109 +[2025-03-24 22:59:34,675 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 17/109 +[2025-03-24 22:59:34,690 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 18/109 +[2025-03-24 22:59:34,704 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 19/109 +[2025-03-24 22:59:34,720 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 20/109 +[2025-03-24 22:59:34,735 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 21/109 +[2025-03-24 22:59:34,751 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 22/109 +[2025-03-24 22:59:34,766 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 23/109 +[2025-03-24 22:59:34,781 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 24/109 +[2025-03-24 22:59:34,796 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 25/109 +[2025-03-24 22:59:34,812 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 26/109 +[2025-03-24 22:59:34,826 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 27/109 +[2025-03-24 22:59:34,841 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 28/109 +[2025-03-24 22:59:34,857 INFO test.py line 201 2330458] Test: 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line 201 2330458] Test: 1/78-scene0406_02, Batch: 50/109 +[2025-03-24 22:59:35,192 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 51/109 +[2025-03-24 22:59:35,207 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 52/109 +[2025-03-24 22:59:35,221 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 53/109 +[2025-03-24 22:59:35,237 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 54/109 +[2025-03-24 22:59:35,252 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 55/109 +[2025-03-24 22:59:35,266 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 56/109 +[2025-03-24 22:59:35,281 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 57/109 +[2025-03-24 22:59:35,297 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 58/109 +[2025-03-24 22:59:35,312 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 59/109 +[2025-03-24 22:59:35,327 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:35,493 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 71/109 +[2025-03-24 22:59:35,509 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 72/109 +[2025-03-24 22:59:35,524 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 73/109 +[2025-03-24 22:59:35,539 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 74/109 +[2025-03-24 22:59:35,554 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 75/109 +[2025-03-24 22:59:35,570 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 76/109 +[2025-03-24 22:59:35,585 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 77/109 +[2025-03-24 22:59:35,600 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 78/109 +[2025-03-24 22:59:35,615 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 79/109 +[2025-03-24 22:59:35,630 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 80/109 +[2025-03-24 22:59:35,644 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 81/109 +[2025-03-24 22:59:35,659 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 82/109 +[2025-03-24 22:59:35,674 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 83/109 +[2025-03-24 22:59:35,690 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 84/109 +[2025-03-24 22:59:35,704 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 85/109 +[2025-03-24 22:59:35,719 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 86/109 +[2025-03-24 22:59:35,734 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 87/109 +[2025-03-24 22:59:35,749 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 88/109 +[2025-03-24 22:59:35,764 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 89/109 +[2025-03-24 22:59:35,779 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 90/109 +[2025-03-24 22:59:35,794 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:35,957 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 102/109 +[2025-03-24 22:59:35,972 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 103/109 +[2025-03-24 22:59:35,987 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 104/109 +[2025-03-24 22:59:36,002 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 105/109 +[2025-03-24 22:59:36,017 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 106/109 +[2025-03-24 22:59:36,032 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 107/109 +[2025-03-24 22:59:36,047 INFO test.py line 201 2330458] Test: 1/78-scene0406_02, Batch: 108/109 +[2025-03-24 22:59:36,078 INFO test.py line 291 2330458] Test: scene0406_02 [1/78]-41752 Batch 1.691 (1.691) Accuracy 0.6170 (0.2360) mIoU 0.2156 (0.2049) +[2025-03-24 22:59:38,330 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 0/134 +[2025-03-24 22:59:38,365 INFO test.py line 201 2330458] Test: 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2330458] Test: 2/78-scene0593_00, Batch: 22/134 +[2025-03-24 22:59:39,374 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 23/134 +[2025-03-24 22:59:39,405 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 24/134 +[2025-03-24 22:59:39,437 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 25/134 +[2025-03-24 22:59:39,469 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 26/134 +[2025-03-24 22:59:39,501 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 27/134 +[2025-03-24 22:59:39,533 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 28/134 +[2025-03-24 22:59:39,565 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 29/134 +[2025-03-24 22:59:39,597 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 30/134 +[2025-03-24 22:59:39,628 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 31/134 +[2025-03-24 22:59:39,660 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 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+[2025-03-24 22:59:40,692 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 64/134 +[2025-03-24 22:59:40,743 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 65/134 +[2025-03-24 22:59:40,793 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 66/134 +[2025-03-24 22:59:40,836 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 67/134 +[2025-03-24 22:59:40,879 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 68/134 +[2025-03-24 22:59:40,922 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 69/134 +[2025-03-24 22:59:40,969 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 70/134 +[2025-03-24 22:59:41,019 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 71/134 +[2025-03-24 22:59:41,068 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 72/134 +[2025-03-24 22:59:41,129 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 73/134 +[2025-03-24 22:59:41,443 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 74/134 +[2025-03-24 22:59:41,711 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 75/134 +[2025-03-24 22:59:41,839 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 76/134 +[2025-03-24 22:59:41,996 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 77/134 +[2025-03-24 22:59:42,276 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 78/134 +[2025-03-24 22:59:42,481 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 79/134 +[2025-03-24 22:59:42,533 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 80/134 +[2025-03-24 22:59:42,570 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 81/134 +[2025-03-24 22:59:42,605 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 82/134 +[2025-03-24 22:59:42,641 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 83/134 +[2025-03-24 22:59:42,675 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:43,077 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 95/134 +[2025-03-24 22:59:43,114 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 96/134 +[2025-03-24 22:59:43,152 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 97/134 +[2025-03-24 22:59:43,190 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 98/134 +[2025-03-24 22:59:43,229 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 99/134 +[2025-03-24 22:59:43,266 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 100/134 +[2025-03-24 22:59:43,304 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 101/134 +[2025-03-24 22:59:43,342 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 102/134 +[2025-03-24 22:59:43,380 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 103/134 +[2025-03-24 22:59:43,417 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 104/134 +[2025-03-24 22:59:43,454 INFO 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Test: 2/78-scene0593_00, Batch: 115/134 +[2025-03-24 22:59:43,885 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 116/134 +[2025-03-24 22:59:43,922 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 117/134 +[2025-03-24 22:59:43,959 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 118/134 +[2025-03-24 22:59:43,996 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 119/134 +[2025-03-24 22:59:44,034 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 120/134 +[2025-03-24 22:59:44,072 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 121/134 +[2025-03-24 22:59:44,111 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-03-24 22:59:44,162 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 123/134 +[2025-03-24 22:59:44,212 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 124/134 +[2025-03-24 22:59:44,257 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 125/134 +[2025-03-24 22:59:44,293 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 126/134 +[2025-03-24 22:59:44,329 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 127/134 +[2025-03-24 22:59:44,365 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 128/134 +[2025-03-24 22:59:44,400 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 129/134 +[2025-03-24 22:59:44,438 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 130/134 +[2025-03-24 22:59:44,473 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 131/134 +[2025-03-24 22:59:44,509 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 132/134 +[2025-03-24 22:59:44,545 INFO test.py line 201 2330458] Test: 2/78-scene0593_00, Batch: 133/134 +[2025-03-24 22:59:44,781 INFO test.py line 291 2330458] Test: scene0593_00 [2/78]-211902 Batch 6.496 (4.094) Accuracy 0.7102 (0.2380) mIoU 0.1990 (0.2093) +[2025-03-24 22:59:44,814 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-03-24 22:59:44,841 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-03-24 22:59:44,866 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-03-24 22:59:44,894 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-03-24 22:59:44,920 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 4/143 +[2025-03-24 22:59:44,947 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 5/143 +[2025-03-24 22:59:44,974 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 6/143 +[2025-03-24 22:59:44,999 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 7/143 +[2025-03-24 22:59:45,026 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 8/143 +[2025-03-24 22:59:45,053 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 9/143 +[2025-03-24 22:59:45,078 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 10/143 +[2025-03-24 22:59:45,104 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 11/143 +[2025-03-24 22:59:45,130 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 12/143 +[2025-03-24 22:59:45,155 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 13/143 +[2025-03-24 22:59:45,182 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 14/143 +[2025-03-24 22:59:45,207 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 15/143 +[2025-03-24 22:59:45,237 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 16/143 +[2025-03-24 22:59:45,263 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 17/143 +[2025-03-24 22:59:45,289 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 18/143 +[2025-03-24 22:59:45,317 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 19/143 +[2025-03-24 22:59:45,344 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 20/143 +[2025-03-24 22:59:45,369 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 21/143 +[2025-03-24 22:59:45,395 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 22/143 +[2025-03-24 22:59:45,422 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 23/143 +[2025-03-24 22:59:45,447 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 24/143 +[2025-03-24 22:59:45,474 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 25/143 +[2025-03-24 22:59:45,502 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 26/143 +[2025-03-24 22:59:45,528 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 27/143 +[2025-03-24 22:59:45,556 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 28/143 +[2025-03-24 22:59:45,582 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 29/143 +[2025-03-24 22:59:45,607 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 30/143 +[2025-03-24 22:59:45,634 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:45,922 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 42/143 +[2025-03-24 22:59:45,948 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 43/143 +[2025-03-24 22:59:45,974 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 44/143 +[2025-03-24 22:59:46,000 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 45/143 +[2025-03-24 22:59:46,026 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 46/143 +[2025-03-24 22:59:46,052 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 47/143 +[2025-03-24 22:59:46,076 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 48/143 +[2025-03-24 22:59:46,101 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 49/143 +[2025-03-24 22:59:46,128 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 50/143 +[2025-03-24 22:59:46,154 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 51/143 +[2025-03-24 22:59:46,180 INFO test.py 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+[2025-03-24 22:59:46,925 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 73/143 +[2025-03-24 22:59:46,950 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 74/143 +[2025-03-24 22:59:46,976 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 75/143 +[2025-03-24 22:59:47,002 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 76/143 +[2025-03-24 22:59:47,028 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 77/143 +[2025-03-24 22:59:47,053 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 78/143 +[2025-03-24 22:59:47,078 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 79/143 +[2025-03-24 22:59:47,103 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 80/143 +[2025-03-24 22:59:47,128 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 81/143 +[2025-03-24 22:59:47,154 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 82/143 +[2025-03-24 22:59:47,185 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 83/143 +[2025-03-24 22:59:47,219 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 84/143 +[2025-03-24 22:59:47,245 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 85/143 +[2025-03-24 22:59:47,271 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 86/143 +[2025-03-24 22:59:47,296 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 87/143 +[2025-03-24 22:59:47,321 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 88/143 +[2025-03-24 22:59:47,347 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 89/143 +[2025-03-24 22:59:47,373 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 90/143 +[2025-03-24 22:59:47,401 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 91/143 +[2025-03-24 22:59:47,428 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 92/143 +[2025-03-24 22:59:47,453 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:47,734 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 104/143 +[2025-03-24 22:59:47,759 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 105/143 +[2025-03-24 22:59:47,785 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 106/143 +[2025-03-24 22:59:47,811 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-03-24 22:59:47,838 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 108/143 +[2025-03-24 22:59:47,863 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 109/143 +[2025-03-24 22:59:47,889 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 110/143 +[2025-03-24 22:59:47,915 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 111/143 +[2025-03-24 22:59:47,942 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 112/143 +[2025-03-24 22:59:47,967 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 113/143 +[2025-03-24 22:59:47,993 INFO 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Test: 3/78-scene0356_01, Batch: 124/143 +[2025-03-24 22:59:48,273 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 125/143 +[2025-03-24 22:59:48,298 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 126/143 +[2025-03-24 22:59:48,323 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 127/143 +[2025-03-24 22:59:48,349 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 128/143 +[2025-03-24 22:59:48,374 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 129/143 +[2025-03-24 22:59:48,399 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 130/143 +[2025-03-24 22:59:48,424 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 131/143 +[2025-03-24 22:59:48,448 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 132/143 +[2025-03-24 22:59:48,473 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 133/143 +[2025-03-24 22:59:48,498 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 134/143 +[2025-03-24 22:59:48,522 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 135/143 +[2025-03-24 22:59:48,546 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 136/143 +[2025-03-24 22:59:48,570 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 137/143 +[2025-03-24 22:59:48,597 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 138/143 +[2025-03-24 22:59:48,621 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 139/143 +[2025-03-24 22:59:48,648 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 140/143 +[2025-03-24 22:59:48,673 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 141/143 +[2025-03-24 22:59:48,700 INFO test.py line 201 2330458] Test: 3/78-scene0356_01, Batch: 142/143 +[2025-03-24 22:59:48,810 INFO test.py line 291 2330458] Test: scene0356_01 [3/78]-96610 Batch 4.028 (4.072) Accuracy 0.7232 (0.2970) mIoU 0.2084 (0.2111) +[2025-03-24 22:59:48,844 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 0/142 +[2025-03-24 22:59:48,872 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 1/142 +[2025-03-24 22:59:48,900 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 2/142 +[2025-03-24 22:59:48,929 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 3/142 +[2025-03-24 22:59:48,954 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 4/142 +[2025-03-24 22:59:48,978 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 5/142 +[2025-03-24 22:59:49,003 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 6/142 +[2025-03-24 22:59:49,029 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 7/142 +[2025-03-24 22:59:49,054 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 8/142 +[2025-03-24 22:59:49,079 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 9/142 +[2025-03-24 22:59:49,104 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 10/142 +[2025-03-24 22:59:49,129 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 11/142 +[2025-03-24 22:59:49,155 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 12/142 +[2025-03-24 22:59:49,181 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 13/142 +[2025-03-24 22:59:49,205 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 14/142 +[2025-03-24 22:59:49,230 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 15/142 +[2025-03-24 22:59:49,254 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 16/142 +[2025-03-24 22:59:49,279 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 17/142 +[2025-03-24 22:59:49,304 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 18/142 +[2025-03-24 22:59:49,330 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 19/142 +[2025-03-24 22:59:49,355 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 20/142 +[2025-03-24 22:59:49,380 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 21/142 +[2025-03-24 22:59:49,406 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 22/142 +[2025-03-24 22:59:49,431 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 23/142 +[2025-03-24 22:59:49,458 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 24/142 +[2025-03-24 22:59:49,482 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 25/142 +[2025-03-24 22:59:49,506 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 26/142 +[2025-03-24 22:59:49,534 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 27/142 +[2025-03-24 22:59:49,559 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 28/142 +[2025-03-24 22:59:49,584 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 29/142 +[2025-03-24 22:59:49,609 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 30/142 +[2025-03-24 22:59:49,633 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:49,909 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 42/142 +[2025-03-24 22:59:49,934 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 43/142 +[2025-03-24 22:59:49,959 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 44/142 +[2025-03-24 22:59:49,983 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 45/142 +[2025-03-24 22:59:50,007 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 46/142 +[2025-03-24 22:59:50,032 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 47/142 +[2025-03-24 22:59:50,056 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 48/142 +[2025-03-24 22:59:50,081 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 49/142 +[2025-03-24 22:59:50,105 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 50/142 +[2025-03-24 22:59:50,129 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 51/142 +[2025-03-24 22:59:50,154 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 52/142 +[2025-03-24 22:59:50,186 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 53/142 +[2025-03-24 22:59:50,221 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 54/142 +[2025-03-24 22:59:50,253 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 55/142 +[2025-03-24 22:59:50,286 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 56/142 +[2025-03-24 22:59:50,315 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 57/142 +[2025-03-24 22:59:50,345 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 58/142 +[2025-03-24 22:59:50,379 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 59/142 +[2025-03-24 22:59:50,410 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 60/142 +[2025-03-24 22:59:50,461 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 61/142 +[2025-03-24 22:59:50,492 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:50,838 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 73/142 +[2025-03-24 22:59:50,864 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 74/142 +[2025-03-24 22:59:50,889 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 75/142 +[2025-03-24 22:59:50,915 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 76/142 +[2025-03-24 22:59:50,940 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 77/142 +[2025-03-24 22:59:50,967 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 78/142 +[2025-03-24 22:59:50,993 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 79/142 +[2025-03-24 22:59:51,018 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 80/142 +[2025-03-24 22:59:51,043 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 81/142 +[2025-03-24 22:59:51,067 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 82/142 +[2025-03-24 22:59:51,092 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 83/142 +[2025-03-24 22:59:51,117 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 84/142 +[2025-03-24 22:59:51,142 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 85/142 +[2025-03-24 22:59:51,166 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 86/142 +[2025-03-24 22:59:51,192 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 87/142 +[2025-03-24 22:59:51,218 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 88/142 +[2025-03-24 22:59:51,245 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 89/142 +[2025-03-24 22:59:51,271 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 90/142 +[2025-03-24 22:59:51,297 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 91/142 +[2025-03-24 22:59:51,322 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 92/142 +[2025-03-24 22:59:51,348 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:51,637 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 104/142 +[2025-03-24 22:59:51,663 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 105/142 +[2025-03-24 22:59:51,689 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 106/142 +[2025-03-24 22:59:51,714 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 107/142 +[2025-03-24 22:59:51,740 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 108/142 +[2025-03-24 22:59:51,766 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 109/142 +[2025-03-24 22:59:51,793 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 110/142 +[2025-03-24 22:59:51,820 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 111/142 +[2025-03-24 22:59:51,846 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 112/142 +[2025-03-24 22:59:51,872 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 113/142 +[2025-03-24 22:59:51,899 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 114/142 +[2025-03-24 22:59:51,925 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 115/142 +[2025-03-24 22:59:51,951 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 116/142 +[2025-03-24 22:59:51,976 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 117/142 +[2025-03-24 22:59:52,002 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 118/142 +[2025-03-24 22:59:52,027 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 119/142 +[2025-03-24 22:59:52,053 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 120/142 +[2025-03-24 22:59:52,078 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 121/142 +[2025-03-24 22:59:52,103 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 122/142 +[2025-03-24 22:59:52,128 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 123/142 +[2025-03-24 22:59:52,154 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 124/142 +[2025-03-24 22:59:52,179 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 125/142 +[2025-03-24 22:59:52,205 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 126/142 +[2025-03-24 22:59:52,231 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 127/142 +[2025-03-24 22:59:52,257 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 128/142 +[2025-03-24 22:59:52,283 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 129/142 +[2025-03-24 22:59:52,308 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 130/142 +[2025-03-24 22:59:52,334 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 131/142 +[2025-03-24 22:59:52,358 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 132/142 +[2025-03-24 22:59:52,383 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 133/142 +[2025-03-24 22:59:52,407 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 134/142 +[2025-03-24 22:59:52,431 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 135/142 +[2025-03-24 22:59:52,456 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 136/142 +[2025-03-24 22:59:52,481 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 137/142 +[2025-03-24 22:59:52,507 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 138/142 +[2025-03-24 22:59:52,533 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 139/142 +[2025-03-24 22:59:52,558 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 140/142 +[2025-03-24 22:59:52,584 INFO test.py line 201 2330458] Test: 4/78-scene0578_02, Batch: 141/142 +[2025-03-24 22:59:52,734 INFO test.py line 291 2330458] Test: scene0578_02 [4/78]-128553 Batch 3.924 (4.035) Accuracy 0.8985 (0.3221) mIoU 0.4426 (0.2532) +[2025-03-24 22:59:52,760 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-03-24 22:59:52,787 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-03-24 22:59:52,814 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-03-24 22:59:52,838 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-03-24 22:59:52,861 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-03-24 22:59:52,883 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 5/113 +[2025-03-24 22:59:52,906 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 6/113 +[2025-03-24 22:59:52,929 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 7/113 +[2025-03-24 22:59:52,952 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 8/113 +[2025-03-24 22:59:52,975 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 9/113 +[2025-03-24 22:59:52,998 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 10/113 +[2025-03-24 22:59:53,021 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 11/113 +[2025-03-24 22:59:53,044 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 12/113 +[2025-03-24 22:59:53,067 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 13/113 +[2025-03-24 22:59:53,090 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 14/113 +[2025-03-24 22:59:53,113 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 15/113 +[2025-03-24 22:59:53,136 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 16/113 +[2025-03-24 22:59:53,160 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 17/113 +[2025-03-24 22:59:53,183 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 18/113 +[2025-03-24 22:59:53,206 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 19/113 +[2025-03-24 22:59:53,229 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 20/113 +[2025-03-24 22:59:53,252 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 21/113 +[2025-03-24 22:59:53,275 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 22/113 +[2025-03-24 22:59:53,298 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 23/113 +[2025-03-24 22:59:53,322 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 24/113 +[2025-03-24 22:59:53,345 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 25/113 +[2025-03-24 22:59:53,369 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 26/113 +[2025-03-24 22:59:53,392 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 27/113 +[2025-03-24 22:59:53,416 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 28/113 +[2025-03-24 22:59:53,440 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 29/113 +[2025-03-24 22:59:53,463 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 30/113 +[2025-03-24 22:59:53,488 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 31/113 +[2025-03-24 22:59:53,512 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:53,779 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 43/113 +[2025-03-24 22:59:53,803 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 44/113 +[2025-03-24 22:59:53,827 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 45/113 +[2025-03-24 22:59:53,851 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 46/113 +[2025-03-24 22:59:53,874 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 47/113 +[2025-03-24 22:59:53,897 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 48/113 +[2025-03-24 22:59:53,920 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 49/113 +[2025-03-24 22:59:53,943 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 50/113 +[2025-03-24 22:59:53,967 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 51/113 +[2025-03-24 22:59:53,992 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 52/113 +[2025-03-24 22:59:54,015 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 53/113 +[2025-03-24 22:59:54,039 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 54/113 +[2025-03-24 22:59:54,062 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 55/113 +[2025-03-24 22:59:54,085 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 56/113 +[2025-03-24 22:59:54,108 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 57/113 +[2025-03-24 22:59:54,133 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 58/113 +[2025-03-24 22:59:54,158 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 59/113 +[2025-03-24 22:59:54,181 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 60/113 +[2025-03-24 22:59:54,205 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 61/113 +[2025-03-24 22:59:54,227 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 62/113 +[2025-03-24 22:59:54,253 INFO test.py line 201 2330458] Test: 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+[2025-03-24 22:59:54,520 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 74/113 +[2025-03-24 22:59:54,544 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 75/113 +[2025-03-24 22:59:54,568 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 76/113 +[2025-03-24 22:59:54,592 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-03-24 22:59:54,616 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-03-24 22:59:54,642 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-03-24 22:59:54,666 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 80/113 +[2025-03-24 22:59:54,689 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 81/113 +[2025-03-24 22:59:54,712 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 82/113 +[2025-03-24 22:59:54,736 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 83/113 +[2025-03-24 22:59:54,760 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 84/113 +[2025-03-24 22:59:54,785 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 85/113 +[2025-03-24 22:59:54,809 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 86/113 +[2025-03-24 22:59:54,832 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 87/113 +[2025-03-24 22:59:54,855 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 88/113 +[2025-03-24 22:59:54,879 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 89/113 +[2025-03-24 22:59:54,902 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 90/113 +[2025-03-24 22:59:54,926 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 91/113 +[2025-03-24 22:59:54,949 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 92/113 +[2025-03-24 22:59:54,973 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 93/113 +[2025-03-24 22:59:54,997 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 94/113 +[2025-03-24 22:59:55,020 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 95/113 +[2025-03-24 22:59:55,045 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 96/113 +[2025-03-24 22:59:55,069 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 97/113 +[2025-03-24 22:59:55,093 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 98/113 +[2025-03-24 22:59:55,116 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-03-24 22:59:55,139 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-03-24 22:59:55,162 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-03-24 22:59:55,185 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-03-24 22:59:55,207 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-03-24 22:59:55,229 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-03-24 22:59:55,252 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-03-24 22:59:55,274 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-03-24 22:59:55,296 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-03-24 22:59:55,319 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-03-24 22:59:55,341 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-03-24 22:59:55,364 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-03-24 22:59:55,386 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 111/113 +[2025-03-24 22:59:55,409 INFO test.py line 201 2330458] Test: 5/78-scene0077_01, Batch: 112/113 +[2025-03-24 22:59:55,504 INFO test.py line 291 2330458] Test: scene0077_01 [5/78]-90381 Batch 2.769 (3.782) Accuracy 0.8726 (0.3676) mIoU 0.3385 (0.2791) +[2025-03-24 22:59:55,531 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 0/121 +[2025-03-24 22:59:55,555 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 1/121 +[2025-03-24 22:59:55,579 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 2/121 +[2025-03-24 22:59:55,602 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 3/121 +[2025-03-24 22:59:55,625 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 4/121 +[2025-03-24 22:59:55,648 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 5/121 +[2025-03-24 22:59:55,670 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 6/121 +[2025-03-24 22:59:55,693 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 7/121 +[2025-03-24 22:59:55,716 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 8/121 +[2025-03-24 22:59:55,738 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 9/121 +[2025-03-24 22:59:55,761 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 10/121 +[2025-03-24 22:59:55,784 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 11/121 +[2025-03-24 22:59:55,807 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 12/121 +[2025-03-24 22:59:55,831 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 13/121 +[2025-03-24 22:59:55,853 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 14/121 +[2025-03-24 22:59:55,873 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 15/121 +[2025-03-24 22:59:55,892 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 16/121 +[2025-03-24 22:59:55,911 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 17/121 +[2025-03-24 22:59:55,930 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 18/121 +[2025-03-24 22:59:55,949 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 19/121 +[2025-03-24 22:59:55,967 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 20/121 +[2025-03-24 22:59:55,986 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 21/121 +[2025-03-24 22:59:56,005 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 22/121 +[2025-03-24 22:59:56,024 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 23/121 +[2025-03-24 22:59:56,044 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 24/121 +[2025-03-24 22:59:56,063 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 25/121 +[2025-03-24 22:59:56,082 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 26/121 +[2025-03-24 22:59:56,101 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 27/121 +[2025-03-24 22:59:56,121 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 28/121 +[2025-03-24 22:59:56,140 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 29/121 +[2025-03-24 22:59:56,159 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 30/121 +[2025-03-24 22:59:56,180 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 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+[2025-03-24 22:59:57,466 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 94/121 +[2025-03-24 22:59:57,486 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 95/121 +[2025-03-24 22:59:57,507 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 96/121 +[2025-03-24 22:59:57,528 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 97/121 +[2025-03-24 22:59:57,549 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 98/121 +[2025-03-24 22:59:57,570 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 99/121 +[2025-03-24 22:59:57,590 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 100/121 +[2025-03-24 22:59:57,610 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 101/121 +[2025-03-24 22:59:57,630 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 102/121 +[2025-03-24 22:59:57,650 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 103/121 +[2025-03-24 22:59:57,671 INFO 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Test: 6/78-scene0382_01, Batch: 114/121 +[2025-03-24 22:59:57,891 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 115/121 +[2025-03-24 22:59:57,910 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 116/121 +[2025-03-24 22:59:57,930 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 117/121 +[2025-03-24 22:59:57,950 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 118/121 +[2025-03-24 22:59:57,968 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 119/121 +[2025-03-24 22:59:57,988 INFO test.py line 201 2330458] Test: 6/78-scene0382_01, Batch: 120/121 +[2025-03-24 22:59:58,068 INFO test.py line 291 2330458] Test: scene0382_01 [6/78]-96933 Batch 2.563 (3.579) Accuracy 0.6663 (0.3523) mIoU 0.1474 (0.2482) +[2025-03-24 23:00:00,819 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-03-24 23:00:00,878 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-03-24 23:00:00,937 INFO 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+[2025-03-24 23:00:01,993 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 23/134 +[2025-03-24 23:00:02,042 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 24/134 +[2025-03-24 23:00:02,090 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 25/134 +[2025-03-24 23:00:02,138 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 26/134 +[2025-03-24 23:00:02,186 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 27/134 +[2025-03-24 23:00:02,235 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 28/134 +[2025-03-24 23:00:02,284 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 29/134 +[2025-03-24 23:00:02,331 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 30/134 +[2025-03-24 23:00:02,379 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 31/134 +[2025-03-24 23:00:02,428 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 32/134 +[2025-03-24 23:00:02,476 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 33/134 +[2025-03-24 23:00:02,521 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 34/134 +[2025-03-24 23:00:02,566 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 35/134 +[2025-03-24 23:00:02,610 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 36/134 +[2025-03-24 23:00:02,655 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 37/134 +[2025-03-24 23:00:02,700 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 38/134 +[2025-03-24 23:00:02,747 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 39/134 +[2025-03-24 23:00:02,791 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 40/134 +[2025-03-24 23:00:02,835 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 41/134 +[2025-03-24 23:00:02,879 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 42/134 +[2025-03-24 23:00:02,922 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:03,399 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 54/134 +[2025-03-24 23:00:03,441 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 55/134 +[2025-03-24 23:00:03,484 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 56/134 +[2025-03-24 23:00:03,527 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 57/134 +[2025-03-24 23:00:03,570 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 58/134 +[2025-03-24 23:00:03,613 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 59/134 +[2025-03-24 23:00:03,657 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 60/134 +[2025-03-24 23:00:03,699 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 61/134 +[2025-03-24 23:00:03,741 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 62/134 +[2025-03-24 23:00:03,784 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 63/134 +[2025-03-24 23:00:03,826 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 64/134 +[2025-03-24 23:00:03,869 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 65/134 +[2025-03-24 23:00:04,046 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 66/134 +[2025-03-24 23:00:04,098 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 67/134 +[2025-03-24 23:00:04,148 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 68/134 +[2025-03-24 23:00:04,200 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 69/134 +[2025-03-24 23:00:04,248 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 70/134 +[2025-03-24 23:00:04,295 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 71/134 +[2025-03-24 23:00:04,342 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 72/134 +[2025-03-24 23:00:04,390 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 73/134 +[2025-03-24 23:00:04,440 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:04,922 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 85/134 +[2025-03-24 23:00:04,966 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 86/134 +[2025-03-24 23:00:05,009 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 87/134 +[2025-03-24 23:00:05,062 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 88/134 +[2025-03-24 23:00:05,114 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 89/134 +[2025-03-24 23:00:05,166 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 90/134 +[2025-03-24 23:00:05,216 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 91/134 +[2025-03-24 23:00:05,263 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 92/134 +[2025-03-24 23:00:05,312 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 93/134 +[2025-03-24 23:00:05,358 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 94/134 +[2025-03-24 23:00:05,406 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 95/134 +[2025-03-24 23:00:05,453 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 96/134 +[2025-03-24 23:00:05,502 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 97/134 +[2025-03-24 23:00:05,548 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 98/134 +[2025-03-24 23:00:05,595 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 99/134 +[2025-03-24 23:00:05,642 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 100/134 +[2025-03-24 23:00:05,692 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 101/134 +[2025-03-24 23:00:05,739 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 102/134 +[2025-03-24 23:00:05,786 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 103/134 +[2025-03-24 23:00:05,833 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 104/134 +[2025-03-24 23:00:05,879 INFO test.py line 201 2330458] Test: 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23:00:06,856 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-03-24 23:00:06,901 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-03-24 23:00:06,947 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-03-24 23:00:06,992 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-03-24 23:00:07,038 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-03-24 23:00:07,084 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-03-24 23:00:07,130 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-03-24 23:00:07,175 INFO test.py line 201 2330458] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-03-24 23:00:07,560 INFO test.py line 291 2330458] Test: scene0653_01 [7/78]-331565 Batch 6.819 (4.042) Accuracy 0.7775 (0.3716) mIoU 0.2770 (0.2630) +[2025-03-24 23:00:07,584 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-03-24 23:00:07,606 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-03-24 23:00:07,626 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-03-24 23:00:07,647 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-03-24 23:00:07,666 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 4/113 +[2025-03-24 23:00:07,687 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 5/113 +[2025-03-24 23:00:07,708 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 6/113 +[2025-03-24 23:00:07,727 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 7/113 +[2025-03-24 23:00:07,747 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 8/113 +[2025-03-24 23:00:07,767 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 9/113 +[2025-03-24 23:00:07,788 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 10/113 +[2025-03-24 23:00:07,807 INFO 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+[2025-03-24 23:00:08,225 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 32/113 +[2025-03-24 23:00:08,244 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 33/113 +[2025-03-24 23:00:08,263 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 34/113 +[2025-03-24 23:00:08,282 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 35/113 +[2025-03-24 23:00:08,301 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 36/113 +[2025-03-24 23:00:08,321 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 37/113 +[2025-03-24 23:00:08,340 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 38/113 +[2025-03-24 23:00:08,359 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 39/113 +[2025-03-24 23:00:08,379 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 40/113 +[2025-03-24 23:00:08,401 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 41/113 +[2025-03-24 23:00:08,421 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 42/113 +[2025-03-24 23:00:08,441 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 43/113 +[2025-03-24 23:00:08,461 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 44/113 +[2025-03-24 23:00:08,480 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 45/113 +[2025-03-24 23:00:08,500 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 46/113 +[2025-03-24 23:00:08,521 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 47/113 +[2025-03-24 23:00:08,541 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 48/113 +[2025-03-24 23:00:08,562 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 49/113 +[2025-03-24 23:00:08,583 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 50/113 +[2025-03-24 23:00:08,603 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 51/113 +[2025-03-24 23:00:08,622 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:08,856 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 63/113 +[2025-03-24 23:00:08,876 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 64/113 +[2025-03-24 23:00:08,904 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 65/113 +[2025-03-24 23:00:08,937 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 66/113 +[2025-03-24 23:00:08,961 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 67/113 +[2025-03-24 23:00:08,988 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 68/113 +[2025-03-24 23:00:09,018 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 69/113 +[2025-03-24 23:00:09,045 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 70/113 +[2025-03-24 23:00:09,070 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 71/113 +[2025-03-24 23:00:09,099 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 72/113 +[2025-03-24 23:00:09,124 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 73/113 +[2025-03-24 23:00:09,148 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 74/113 +[2025-03-24 23:00:09,176 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 75/113 +[2025-03-24 23:00:09,204 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 76/113 +[2025-03-24 23:00:09,229 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 77/113 +[2025-03-24 23:00:09,253 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 78/113 +[2025-03-24 23:00:09,280 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 79/113 +[2025-03-24 23:00:09,306 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 80/113 +[2025-03-24 23:00:09,331 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 81/113 +[2025-03-24 23:00:09,355 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 82/113 +[2025-03-24 23:00:09,381 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:09,617 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 94/113 +[2025-03-24 23:00:09,644 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 95/113 +[2025-03-24 23:00:09,667 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 96/113 +[2025-03-24 23:00:09,687 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 97/113 +[2025-03-24 23:00:09,710 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 98/113 +[2025-03-24 23:00:09,731 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 99/113 +[2025-03-24 23:00:09,753 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 100/113 +[2025-03-24 23:00:09,773 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 101/113 +[2025-03-24 23:00:09,793 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 102/113 +[2025-03-24 23:00:09,814 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 103/113 +[2025-03-24 23:00:09,833 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 104/113 +[2025-03-24 23:00:09,852 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 105/113 +[2025-03-24 23:00:09,872 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 106/113 +[2025-03-24 23:00:09,891 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 107/113 +[2025-03-24 23:00:09,911 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 108/113 +[2025-03-24 23:00:09,932 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 109/113 +[2025-03-24 23:00:09,951 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 110/113 +[2025-03-24 23:00:09,971 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-03-24 23:00:09,992 INFO test.py line 201 2330458] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-03-24 23:00:10,038 INFO test.py line 291 2330458] Test: scene0684_00 [8/78]-41364 Batch 2.478 (3.846) Accuracy 0.8775 (0.3682) mIoU 0.3722 (0.2639) +[2025-03-24 23:00:10,075 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-03-24 23:00:10,105 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-03-24 23:00:10,136 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-03-24 23:00:10,166 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-03-24 23:00:10,195 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 4/130 +[2025-03-24 23:00:10,224 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 5/130 +[2025-03-24 23:00:10,253 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 6/130 +[2025-03-24 23:00:10,284 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 7/130 +[2025-03-24 23:00:10,314 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 8/130 +[2025-03-24 23:00:10,344 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 9/130 +[2025-03-24 23:00:10,375 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 10/130 +[2025-03-24 23:00:10,404 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 11/130 +[2025-03-24 23:00:10,433 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 12/130 +[2025-03-24 23:00:10,462 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 13/130 +[2025-03-24 23:00:10,490 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 14/130 +[2025-03-24 23:00:10,529 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 15/130 +[2025-03-24 23:00:10,568 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 16/130 +[2025-03-24 23:00:10,607 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 17/130 +[2025-03-24 23:00:10,646 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 18/130 +[2025-03-24 23:00:10,685 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 19/130 +[2025-03-24 23:00:10,719 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 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test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 31/130 +[2025-03-24 23:00:11,084 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 32/130 +[2025-03-24 23:00:11,115 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 33/130 +[2025-03-24 23:00:11,147 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 34/130 +[2025-03-24 23:00:11,177 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 35/130 +[2025-03-24 23:00:11,207 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 36/130 +[2025-03-24 23:00:11,251 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 37/130 +[2025-03-24 23:00:11,283 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 38/130 +[2025-03-24 23:00:11,313 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 39/130 +[2025-03-24 23:00:11,342 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 40/130 +[2025-03-24 23:00:11,371 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:11,711 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 52/130 +[2025-03-24 23:00:11,740 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 53/130 +[2025-03-24 23:00:11,769 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 54/130 +[2025-03-24 23:00:11,797 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 55/130 +[2025-03-24 23:00:11,827 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 56/130 +[2025-03-24 23:00:11,856 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 57/130 +[2025-03-24 23:00:11,885 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 58/130 +[2025-03-24 23:00:11,915 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 59/130 +[2025-03-24 23:00:11,944 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 60/130 +[2025-03-24 23:00:11,975 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 61/130 +[2025-03-24 23:00:12,007 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 62/130 +[2025-03-24 23:00:12,038 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 63/130 +[2025-03-24 23:00:12,070 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-03-24 23:00:12,102 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 65/130 +[2025-03-24 23:00:12,134 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 66/130 +[2025-03-24 23:00:12,170 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 67/130 +[2025-03-24 23:00:12,204 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 68/130 +[2025-03-24 23:00:12,235 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 69/130 +[2025-03-24 23:00:12,267 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 70/130 +[2025-03-24 23:00:12,301 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 71/130 +[2025-03-24 23:00:12,333 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:12,692 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 83/130 +[2025-03-24 23:00:12,726 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 84/130 +[2025-03-24 23:00:12,760 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 85/130 +[2025-03-24 23:00:12,794 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 86/130 +[2025-03-24 23:00:12,828 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 87/130 +[2025-03-24 23:00:12,862 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 88/130 +[2025-03-24 23:00:12,896 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-03-24 23:00:12,930 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-03-24 23:00:12,966 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-03-24 23:00:13,009 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-03-24 23:00:13,044 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-03-24 23:00:13,078 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-03-24 23:00:13,112 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-03-24 23:00:13,147 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 96/130 +[2025-03-24 23:00:13,181 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 97/130 +[2025-03-24 23:00:13,214 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 98/130 +[2025-03-24 23:00:13,250 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 99/130 +[2025-03-24 23:00:13,283 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 100/130 +[2025-03-24 23:00:13,317 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 101/130 +[2025-03-24 23:00:13,351 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 102/130 +[2025-03-24 23:00:13,385 INFO test.py line 201 2330458] Test: 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113/130 +[2025-03-24 23:00:13,760 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 114/130 +[2025-03-24 23:00:13,794 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 115/130 +[2025-03-24 23:00:13,828 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 116/130 +[2025-03-24 23:00:13,863 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 117/130 +[2025-03-24 23:00:13,897 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 118/130 +[2025-03-24 23:00:13,931 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 119/130 +[2025-03-24 23:00:13,964 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 120/130 +[2025-03-24 23:00:13,997 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 121/130 +[2025-03-24 23:00:14,031 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 122/130 +[2025-03-24 23:00:14,065 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 123/130 +[2025-03-24 23:00:14,099 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 124/130 +[2025-03-24 23:00:14,132 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 125/130 +[2025-03-24 23:00:14,166 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 126/130 +[2025-03-24 23:00:14,198 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 127/130 +[2025-03-24 23:00:14,230 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 128/130 +[2025-03-24 23:00:14,262 INFO test.py line 201 2330458] Test: 9/78-scene0257_00, Batch: 129/130 +[2025-03-24 23:00:14,456 INFO test.py line 291 2330458] Test: scene0257_00 [9/78]-180928 Batch 4.418 (3.910) Accuracy 0.7803 (0.3448) mIoU 0.1739 (0.2529) +[2025-03-24 23:00:14,489 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-03-24 23:00:14,515 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-03-24 23:00:14,545 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-03-24 23:00:14,573 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-03-24 23:00:14,614 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-03-24 23:00:14,640 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-03-24 23:00:14,665 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-03-24 23:00:14,692 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 7/130 +[2025-03-24 23:00:14,718 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 8/130 +[2025-03-24 23:00:14,745 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 9/130 +[2025-03-24 23:00:14,771 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 10/130 +[2025-03-24 23:00:14,797 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 11/130 +[2025-03-24 23:00:14,822 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 12/130 +[2025-03-24 23:00:14,849 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 13/130 +[2025-03-24 23:00:14,874 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 14/130 +[2025-03-24 23:00:14,901 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 15/130 +[2025-03-24 23:00:14,927 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 16/130 +[2025-03-24 23:00:14,954 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 17/130 +[2025-03-24 23:00:14,979 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 18/130 +[2025-03-24 23:00:15,006 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 19/130 +[2025-03-24 23:00:15,031 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 20/130 +[2025-03-24 23:00:15,058 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 21/130 +[2025-03-24 23:00:15,084 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 22/130 +[2025-03-24 23:00:15,110 INFO test.py line 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line 201 2330458] Test: 10/78-scene0164_01, Batch: 105/130 +[2025-03-24 23:00:17,678 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 106/130 +[2025-03-24 23:00:17,711 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 107/130 +[2025-03-24 23:00:17,747 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 108/130 +[2025-03-24 23:00:17,789 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 109/130 +[2025-03-24 23:00:17,831 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 110/130 +[2025-03-24 23:00:17,873 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 111/130 +[2025-03-24 23:00:17,919 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 112/130 +[2025-03-24 23:00:17,965 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 113/130 +[2025-03-24 23:00:18,012 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 114/130 +[2025-03-24 23:00:18,055 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 115/130 +[2025-03-24 23:00:18,099 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 116/130 +[2025-03-24 23:00:18,139 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 117/130 +[2025-03-24 23:00:18,166 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 118/130 +[2025-03-24 23:00:18,192 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-03-24 23:00:18,218 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-03-24 23:00:18,245 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-03-24 23:00:18,271 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-03-24 23:00:18,296 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-03-24 23:00:18,322 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-03-24 23:00:18,348 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-03-24 23:00:18,373 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-03-24 23:00:18,400 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-03-24 23:00:18,425 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-03-24 23:00:18,450 INFO test.py line 201 2330458] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-03-24 23:00:18,548 INFO test.py line 291 2330458] Test: scene0164_01 [10/78]-88073 Batch 4.091 (3.928) Accuracy 0.8171 (0.3719) mIoU 0.3911 (0.2719) +[2025-03-24 23:00:18,602 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-03-24 23:00:18,645 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-03-24 23:00:18,689 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-03-24 23:00:18,733 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-03-24 23:00:18,778 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-03-24 23:00:18,823 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-03-24 23:00:18,867 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-03-24 23:00:18,911 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 7/130 +[2025-03-24 23:00:18,954 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 8/130 +[2025-03-24 23:00:19,010 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 9/130 +[2025-03-24 23:00:19,054 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 10/130 +[2025-03-24 23:00:19,098 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 11/130 +[2025-03-24 23:00:19,155 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 12/130 +[2025-03-24 23:00:19,199 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 13/130 +[2025-03-24 23:00:19,262 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:23,829 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 117/130 +[2025-03-24 23:00:23,871 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 118/130 +[2025-03-24 23:00:23,912 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 119/130 +[2025-03-24 23:00:23,952 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 120/130 +[2025-03-24 23:00:23,993 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 121/130 +[2025-03-24 23:00:24,033 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 122/130 +[2025-03-24 23:00:24,073 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 123/130 +[2025-03-24 23:00:24,114 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 124/130 +[2025-03-24 23:00:24,155 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 125/130 +[2025-03-24 23:00:24,200 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 126/130 +[2025-03-24 23:00:24,241 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 127/130 +[2025-03-24 23:00:24,282 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 128/130 +[2025-03-24 23:00:24,323 INFO test.py line 201 2330458] Test: 11/78-scene0030_00, Batch: 129/130 +[2025-03-24 23:00:24,662 INFO test.py line 291 2330458] Test: scene0030_00 [11/78]-293811 Batch 6.113 (4.126) Accuracy 0.8198 (0.4106) mIoU 0.2667 (0.3024) +[2025-03-24 23:00:24,696 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 0/143 +[2025-03-24 23:00:24,732 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 1/143 +[2025-03-24 23:00:24,761 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 2/143 +[2025-03-24 23:00:24,789 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 3/143 +[2025-03-24 23:00:24,817 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 4/143 +[2025-03-24 23:00:24,845 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, 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Batch: 138/143 +[2025-03-24 23:00:28,587 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 139/143 +[2025-03-24 23:00:28,615 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 140/143 +[2025-03-24 23:00:28,642 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 141/143 +[2025-03-24 23:00:28,669 INFO test.py line 201 2330458] Test: 12/78-scene0088_01, Batch: 142/143 +[2025-03-24 23:00:28,843 INFO test.py line 291 2330458] Test: scene0088_01 [12/78]-145650 Batch 4.180 (4.131) Accuracy 0.7915 (0.4104) mIoU 0.2956 (0.3019) +[2025-03-24 23:00:28,875 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 0/134 +[2025-03-24 23:00:28,900 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 1/134 +[2025-03-24 23:00:28,925 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 2/134 +[2025-03-24 23:00:28,950 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 3/134 +[2025-03-24 23:00:28,978 INFO test.py line 201 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23:00:31,887 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 107/134 +[2025-03-24 23:00:31,915 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 108/134 +[2025-03-24 23:00:31,943 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 109/134 +[2025-03-24 23:00:31,970 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 110/134 +[2025-03-24 23:00:31,998 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 111/134 +[2025-03-24 23:00:32,027 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 112/134 +[2025-03-24 23:00:32,056 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 113/134 +[2025-03-24 23:00:32,084 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 114/134 +[2025-03-24 23:00:32,113 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 115/134 +[2025-03-24 23:00:32,142 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 116/134 +[2025-03-24 23:00:32,169 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 117/134 +[2025-03-24 23:00:32,197 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 118/134 +[2025-03-24 23:00:32,225 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 119/134 +[2025-03-24 23:00:32,253 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 120/134 +[2025-03-24 23:00:32,283 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 121/134 +[2025-03-24 23:00:32,313 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 122/134 +[2025-03-24 23:00:32,342 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 123/134 +[2025-03-24 23:00:32,375 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 124/134 +[2025-03-24 23:00:32,404 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 125/134 +[2025-03-24 23:00:32,435 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 126/134 +[2025-03-24 23:00:32,463 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 127/134 +[2025-03-24 23:00:32,491 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 128/134 +[2025-03-24 23:00:32,518 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 129/134 +[2025-03-24 23:00:32,551 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 130/134 +[2025-03-24 23:00:32,578 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 131/134 +[2025-03-24 23:00:32,606 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 132/134 +[2025-03-24 23:00:32,640 INFO test.py line 201 2330458] Test: 13/78-scene0690_01, Batch: 133/134 +[2025-03-24 23:00:32,767 INFO test.py line 291 2330458] Test: scene0690_01 [13/78]-109935 Batch 3.924 (4.115) Accuracy 0.5634 (0.4173) mIoU 0.2012 (0.3050) +[2025-03-24 23:00:32,806 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-03-24 23:00:32,838 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-03-24 23:00:32,869 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-03-24 23:00:32,900 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-03-24 23:00:32,931 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-03-24 23:00:32,962 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 5/126 +[2025-03-24 23:00:32,993 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 6/126 +[2025-03-24 23:00:33,024 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 7/126 +[2025-03-24 23:00:33,055 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 8/126 +[2025-03-24 23:00:33,085 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 9/126 +[2025-03-24 23:00:33,115 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 10/126 +[2025-03-24 23:00:33,142 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 11/126 +[2025-03-24 23:00:33,173 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 12/126 +[2025-03-24 23:00:33,200 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 13/126 +[2025-03-24 23:00:33,226 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 14/126 +[2025-03-24 23:00:33,259 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 15/126 +[2025-03-24 23:00:33,285 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 16/126 +[2025-03-24 23:00:33,312 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 17/126 +[2025-03-24 23:00:33,340 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 18/126 +[2025-03-24 23:00:33,368 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 19/126 +[2025-03-24 23:00:33,395 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 20/126 +[2025-03-24 23:00:33,421 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 21/126 +[2025-03-24 23:00:33,448 INFO test.py line 201 2330458] Test: 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23:00:34,057 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 43/126 +[2025-03-24 23:00:34,091 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 44/126 +[2025-03-24 23:00:34,125 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 45/126 +[2025-03-24 23:00:34,160 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 46/126 +[2025-03-24 23:00:34,193 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 47/126 +[2025-03-24 23:00:34,224 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 48/126 +[2025-03-24 23:00:34,259 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 49/126 +[2025-03-24 23:00:34,292 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 50/126 +[2025-03-24 23:00:34,324 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 51/126 +[2025-03-24 23:00:34,368 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 52/126 +[2025-03-24 23:00:34,401 INFO test.py line 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23:00:35,310 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 84/126 +[2025-03-24 23:00:35,341 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 85/126 +[2025-03-24 23:00:35,370 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 86/126 +[2025-03-24 23:00:35,401 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 87/126 +[2025-03-24 23:00:35,430 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 88/126 +[2025-03-24 23:00:35,462 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 89/126 +[2025-03-24 23:00:35,493 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 90/126 +[2025-03-24 23:00:35,523 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 91/126 +[2025-03-24 23:00:35,555 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 92/126 +[2025-03-24 23:00:35,586 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 93/126 +[2025-03-24 23:00:35,617 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 94/126 +[2025-03-24 23:00:35,647 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 95/126 +[2025-03-24 23:00:35,679 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 96/126 +[2025-03-24 23:00:35,710 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 97/126 +[2025-03-24 23:00:35,742 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 98/126 +[2025-03-24 23:00:35,773 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 99/126 +[2025-03-24 23:00:35,805 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 100/126 +[2025-03-24 23:00:35,836 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 101/126 +[2025-03-24 23:00:35,867 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 102/126 +[2025-03-24 23:00:35,898 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 103/126 +[2025-03-24 23:00:35,929 INFO test.py line 201 2330458] Test: 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Batch: 114/126 +[2025-03-24 23:00:36,263 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 115/126 +[2025-03-24 23:00:36,291 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 116/126 +[2025-03-24 23:00:36,322 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 117/126 +[2025-03-24 23:00:36,352 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 118/126 +[2025-03-24 23:00:36,381 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 119/126 +[2025-03-24 23:00:36,410 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 120/126 +[2025-03-24 23:00:36,439 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 121/126 +[2025-03-24 23:00:36,470 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 122/126 +[2025-03-24 23:00:36,499 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-03-24 23:00:36,529 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-03-24 23:00:36,559 INFO test.py line 201 2330458] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-03-24 23:00:36,713 INFO test.py line 291 2330458] Test: scene0598_00 [14/78]-145562 Batch 3.945 (4.103) Accuracy 0.6817 (0.4189) mIoU 0.2153 (0.3081) +[2025-03-24 23:00:36,749 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-03-24 23:00:36,775 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 1/138 +[2025-03-24 23:00:36,802 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 2/138 +[2025-03-24 23:00:36,828 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 3/138 +[2025-03-24 23:00:36,854 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 4/138 +[2025-03-24 23:00:36,881 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 5/138 +[2025-03-24 23:00:36,907 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 6/138 +[2025-03-24 23:00:36,935 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:00:37,228 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 18/138 +[2025-03-24 23:00:37,255 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 19/138 +[2025-03-24 23:00:37,281 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 20/138 +[2025-03-24 23:00:37,306 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 21/138 +[2025-03-24 23:00:37,333 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 22/138 +[2025-03-24 23:00:37,359 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 23/138 +[2025-03-24 23:00:37,386 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 24/138 +[2025-03-24 23:00:37,412 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 25/138 +[2025-03-24 23:00:37,438 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 26/138 +[2025-03-24 23:00:37,464 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 27/138 +[2025-03-24 23:00:37,490 INFO 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2330458] Test: 15/78-scene0695_00, Batch: 120/138 +[2025-03-24 23:00:39,976 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 121/138 +[2025-03-24 23:00:40,004 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 122/138 +[2025-03-24 23:00:40,032 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 123/138 +[2025-03-24 23:00:40,062 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 124/138 +[2025-03-24 23:00:40,091 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 125/138 +[2025-03-24 23:00:40,120 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 126/138 +[2025-03-24 23:00:40,155 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 127/138 +[2025-03-24 23:00:40,184 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 128/138 +[2025-03-24 23:00:40,214 INFO test.py line 201 2330458] Test: 15/78-scene0695_00, Batch: 129/138 +[2025-03-24 23:00:40,244 INFO test.py line 201 2330458] Test: 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INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-03-24 23:00:40,695 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-03-24 23:00:40,723 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-03-24 23:00:40,750 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 4/122 +[2025-03-24 23:00:40,774 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 5/122 +[2025-03-24 23:00:40,801 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 6/122 +[2025-03-24 23:00:40,827 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 7/122 +[2025-03-24 23:00:40,858 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 8/122 +[2025-03-24 23:00:40,884 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 9/122 +[2025-03-24 23:00:40,911 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 10/122 +[2025-03-24 23:00:40,945 INFO test.py line 201 2330458] Test: 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23:00:43,956 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-03-24 23:00:43,991 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-03-24 23:00:44,026 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-03-24 23:00:44,060 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-03-24 23:00:44,097 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-03-24 23:00:44,132 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-03-24 23:00:44,171 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-03-24 23:00:44,217 INFO test.py line 201 2330458] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-03-24 23:00:44,326 INFO test.py line 291 2330458] Test: scene0342_00 [16/78]-89958 Batch 3.716 (4.066) Accuracy 0.8246 (0.4150) mIoU 0.2777 (0.3047) +[2025-03-24 23:00:44,378 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-03-24 23:00:44,429 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-03-24 23:00:44,474 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-03-24 23:00:44,513 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-03-24 23:00:44,552 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 4/152 +[2025-03-24 23:00:44,592 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 5/152 +[2025-03-24 23:00:44,628 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 6/152 +[2025-03-24 23:00:44,664 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 7/152 +[2025-03-24 23:00:44,699 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 8/152 +[2025-03-24 23:00:44,733 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 9/152 +[2025-03-24 23:00:44,774 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 10/152 +[2025-03-24 23:00:44,809 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 11/152 +[2025-03-24 23:00:44,843 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 12/152 +[2025-03-24 23:00:44,878 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 13/152 +[2025-03-24 23:00:44,917 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 14/152 +[2025-03-24 23:00:44,951 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 15/152 +[2025-03-24 23:00:44,986 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 16/152 +[2025-03-24 23:00:45,021 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 17/152 +[2025-03-24 23:00:45,057 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 18/152 +[2025-03-24 23:00:45,092 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 19/152 +[2025-03-24 23:00:45,127 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 20/152 +[2025-03-24 23:00:45,161 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 21/152 +[2025-03-24 23:00:45,195 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 22/152 +[2025-03-24 23:00:45,230 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 23/152 +[2025-03-24 23:00:45,265 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 24/152 +[2025-03-24 23:00:45,300 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 25/152 +[2025-03-24 23:00:45,334 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 26/152 +[2025-03-24 23:00:45,368 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 27/152 +[2025-03-24 23:00:45,403 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 28/152 +[2025-03-24 23:00:45,438 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 29/152 +[2025-03-24 23:00:45,472 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 30/152 +[2025-03-24 23:00:45,506 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 31/152 +[2025-03-24 23:00:45,541 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 32/152 +[2025-03-24 23:00:45,575 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 33/152 +[2025-03-24 23:00:45,609 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 34/152 +[2025-03-24 23:00:45,643 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 35/152 +[2025-03-24 23:00:45,678 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 36/152 +[2025-03-24 23:00:45,713 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 37/152 +[2025-03-24 23:00:45,748 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 38/152 +[2025-03-24 23:00:45,783 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 39/152 +[2025-03-24 23:00:45,818 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 40/152 +[2025-03-24 23:00:45,853 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, 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line 201 2330458] Test: 17/78-scene0618_00, Batch: 103/152 +[2025-03-24 23:00:48,228 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 104/152 +[2025-03-24 23:00:48,268 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 105/152 +[2025-03-24 23:00:48,314 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 106/152 +[2025-03-24 23:00:48,353 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 107/152 +[2025-03-24 23:00:48,393 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 108/152 +[2025-03-24 23:00:48,433 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 109/152 +[2025-03-24 23:00:48,472 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 110/152 +[2025-03-24 23:00:48,511 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 111/152 +[2025-03-24 23:00:48,551 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 112/152 +[2025-03-24 23:00:48,590 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 113/152 +[2025-03-24 23:00:48,629 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 114/152 +[2025-03-24 23:00:48,667 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 115/152 +[2025-03-24 23:00:48,706 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 116/152 +[2025-03-24 23:00:48,745 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 117/152 +[2025-03-24 23:00:48,784 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 118/152 +[2025-03-24 23:00:48,824 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 119/152 +[2025-03-24 23:00:48,863 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 120/152 +[2025-03-24 23:00:48,901 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 121/152 +[2025-03-24 23:00:48,941 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 122/152 +[2025-03-24 23:00:48,979 INFO test.py line 201 2330458] Test: 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Batch: 133/152 +[2025-03-24 23:00:49,423 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 134/152 +[2025-03-24 23:00:49,464 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 135/152 +[2025-03-24 23:00:49,503 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 136/152 +[2025-03-24 23:00:49,542 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 137/152 +[2025-03-24 23:00:49,580 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 138/152 +[2025-03-24 23:00:49,619 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 139/152 +[2025-03-24 23:00:49,658 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 140/152 +[2025-03-24 23:00:49,699 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 141/152 +[2025-03-24 23:00:49,738 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 142/152 +[2025-03-24 23:00:49,776 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 143/152 +[2025-03-24 23:00:49,815 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 144/152 +[2025-03-24 23:00:49,854 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 145/152 +[2025-03-24 23:00:49,892 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 146/152 +[2025-03-24 23:00:49,930 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 147/152 +[2025-03-24 23:00:49,967 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 148/152 +[2025-03-24 23:00:50,005 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 149/152 +[2025-03-24 23:00:50,041 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 150/152 +[2025-03-24 23:00:50,075 INFO test.py line 201 2330458] Test: 17/78-scene0618_00, Batch: 151/152 +[2025-03-24 23:00:50,262 INFO test.py line 291 2330458] Test: scene0618_00 [17/78]-232740 Batch 5.936 (4.176) Accuracy 0.8077 (0.4080) mIoU 0.1808 (0.2958) +[2025-03-24 23:00:50,295 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 0/139 +[2025-03-24 23:00:50,323 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 1/139 +[2025-03-24 23:00:50,354 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 2/139 +[2025-03-24 23:00:50,386 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 3/139 +[2025-03-24 23:00:50,417 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 4/139 +[2025-03-24 23:00:50,447 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 5/139 +[2025-03-24 23:00:50,482 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 6/139 +[2025-03-24 23:00:50,513 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 7/139 +[2025-03-24 23:00:50,543 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 8/139 +[2025-03-24 23:00:50,574 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 9/139 +[2025-03-24 23:00:50,722 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 10/139 +[2025-03-24 23:00:50,783 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 11/139 +[2025-03-24 23:00:50,838 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 12/139 +[2025-03-24 23:00:50,888 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 13/139 +[2025-03-24 23:00:50,936 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 14/139 +[2025-03-24 23:00:50,978 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 15/139 +[2025-03-24 23:00:51,016 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 16/139 +[2025-03-24 23:00:51,055 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 17/139 +[2025-03-24 23:00:51,084 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 18/139 +[2025-03-24 23:00:51,114 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 19/139 +[2025-03-24 23:00:51,143 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 20/139 +[2025-03-24 23:00:51,172 INFO 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line 201 2330458] Test: 18/78-scene0695_02, Batch: 103/139 +[2025-03-24 23:00:53,896 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 104/139 +[2025-03-24 23:00:53,930 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 105/139 +[2025-03-24 23:00:53,964 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 106/139 +[2025-03-24 23:00:53,996 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 107/139 +[2025-03-24 23:00:54,028 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 108/139 +[2025-03-24 23:00:54,062 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 109/139 +[2025-03-24 23:00:54,095 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 110/139 +[2025-03-24 23:00:54,127 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 111/139 +[2025-03-24 23:00:54,159 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 112/139 +[2025-03-24 23:00:54,192 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 113/139 +[2025-03-24 23:00:54,224 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 114/139 +[2025-03-24 23:00:54,256 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 115/139 +[2025-03-24 23:00:54,287 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 116/139 +[2025-03-24 23:00:54,319 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 117/139 +[2025-03-24 23:00:54,350 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 118/139 +[2025-03-24 23:00:54,382 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 119/139 +[2025-03-24 23:00:54,413 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 120/139 +[2025-03-24 23:00:54,445 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 121/139 +[2025-03-24 23:00:54,478 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 122/139 +[2025-03-24 23:00:54,509 INFO test.py line 201 2330458] Test: 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Batch: 133/139 +[2025-03-24 23:00:54,853 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-03-24 23:00:54,883 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-03-24 23:00:54,913 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-03-24 23:00:54,943 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-03-24 23:00:54,973 INFO test.py line 201 2330458] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-03-24 23:00:55,139 INFO test.py line 291 2330458] Test: scene0695_02 [18/78]-157025 Batch 4.876 (4.215) Accuracy 0.7876 (0.4192) mIoU 0.2972 (0.3058) +[2025-03-24 23:00:55,194 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-03-24 23:00:55,246 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-03-24 23:00:55,286 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-03-24 23:00:55,325 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-03-24 23:00:55,365 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-03-24 23:00:55,402 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-03-24 23:00:55,439 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 6/156 +[2025-03-24 23:00:55,476 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 7/156 +[2025-03-24 23:00:55,513 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 8/156 +[2025-03-24 23:00:55,551 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 9/156 +[2025-03-24 23:00:55,589 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 10/156 +[2025-03-24 23:00:55,631 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 11/156 +[2025-03-24 23:00:55,673 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 12/156 +[2025-03-24 23:00:55,713 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, 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23:00:59,227 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 106/156 +[2025-03-24 23:00:59,266 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 107/156 +[2025-03-24 23:00:59,304 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 108/156 +[2025-03-24 23:00:59,343 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 109/156 +[2025-03-24 23:00:59,383 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 110/156 +[2025-03-24 23:00:59,422 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 111/156 +[2025-03-24 23:00:59,460 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 112/156 +[2025-03-24 23:00:59,498 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 113/156 +[2025-03-24 23:00:59,537 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 114/156 +[2025-03-24 23:00:59,575 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 115/156 +[2025-03-24 23:00:59,615 INFO 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2330458] Test: 19/78-scene0629_00, Batch: 126/156 +[2025-03-24 23:01:00,053 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 127/156 +[2025-03-24 23:01:00,094 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 128/156 +[2025-03-24 23:01:00,135 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 129/156 +[2025-03-24 23:01:00,176 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 130/156 +[2025-03-24 23:01:00,218 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 131/156 +[2025-03-24 23:01:00,260 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 132/156 +[2025-03-24 23:01:00,303 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 133/156 +[2025-03-24 23:01:00,344 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 134/156 +[2025-03-24 23:01:00,391 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 135/156 +[2025-03-24 23:01:00,433 INFO test.py line 201 2330458] Test: 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Batch: 146/156 +[2025-03-24 23:01:00,883 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 147/156 +[2025-03-24 23:01:00,922 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 148/156 +[2025-03-24 23:01:00,962 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 149/156 +[2025-03-24 23:01:01,001 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 150/156 +[2025-03-24 23:01:01,041 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 151/156 +[2025-03-24 23:01:01,080 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 152/156 +[2025-03-24 23:01:01,119 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 153/156 +[2025-03-24 23:01:01,159 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 154/156 +[2025-03-24 23:01:01,200 INFO test.py line 201 2330458] Test: 19/78-scene0629_00, Batch: 155/156 +[2025-03-24 23:01:01,486 INFO test.py line 291 2330458] Test: scene0629_00 [19/78]-255083 Batch 6.347 (4.327) Accuracy 0.7945 (0.4256) mIoU 0.2438 (0.3098) +[2025-03-24 23:01:01,519 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 0/125 +[2025-03-24 23:01:01,549 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 1/125 +[2025-03-24 23:01:01,577 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 2/125 +[2025-03-24 23:01:01,606 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 3/125 +[2025-03-24 23:01:01,632 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 4/125 +[2025-03-24 23:01:01,664 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 5/125 +[2025-03-24 23:01:01,692 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 6/125 +[2025-03-24 23:01:01,720 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 7/125 +[2025-03-24 23:01:01,749 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 8/125 +[2025-03-24 23:01:01,777 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 9/125 +[2025-03-24 23:01:01,807 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 10/125 +[2025-03-24 23:01:01,835 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 11/125 +[2025-03-24 23:01:01,863 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 12/125 +[2025-03-24 23:01:01,890 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 13/125 +[2025-03-24 23:01:01,919 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 14/125 +[2025-03-24 23:01:01,947 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 15/125 +[2025-03-24 23:01:01,974 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 16/125 +[2025-03-24 23:01:02,003 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 17/125 +[2025-03-24 23:01:02,032 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 18/125 +[2025-03-24 23:01:02,060 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 19/125 +[2025-03-24 23:01:02,087 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 20/125 +[2025-03-24 23:01:02,115 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 21/125 +[2025-03-24 23:01:02,142 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 22/125 +[2025-03-24 23:01:02,170 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 23/125 +[2025-03-24 23:01:02,198 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 24/125 +[2025-03-24 23:01:02,227 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 25/125 +[2025-03-24 23:01:02,256 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 26/125 +[2025-03-24 23:01:02,284 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 27/125 +[2025-03-24 23:01:02,313 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 28/125 +[2025-03-24 23:01:02,340 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 29/125 +[2025-03-24 23:01:02,367 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 30/125 +[2025-03-24 23:01:02,395 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 31/125 +[2025-03-24 23:01:02,423 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 32/125 +[2025-03-24 23:01:02,452 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 33/125 +[2025-03-24 23:01:02,480 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 34/125 +[2025-03-24 23:01:02,510 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 35/125 +[2025-03-24 23:01:02,539 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 36/125 +[2025-03-24 23:01:02,568 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 37/125 +[2025-03-24 23:01:02,597 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 38/125 +[2025-03-24 23:01:02,625 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 39/125 +[2025-03-24 23:01:02,654 INFO test.py line 201 2330458] Test: 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23:01:03,245 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 61/125 +[2025-03-24 23:01:03,274 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 62/125 +[2025-03-24 23:01:03,306 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 63/125 +[2025-03-24 23:01:03,334 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 64/125 +[2025-03-24 23:01:03,363 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 65/125 +[2025-03-24 23:01:03,391 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 66/125 +[2025-03-24 23:01:03,420 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 67/125 +[2025-03-24 23:01:03,448 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 68/125 +[2025-03-24 23:01:03,476 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 69/125 +[2025-03-24 23:01:03,503 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 70/125 +[2025-03-24 23:01:03,537 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 71/125 +[2025-03-24 23:01:03,576 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 72/125 +[2025-03-24 23:01:03,605 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 73/125 +[2025-03-24 23:01:03,633 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 74/125 +[2025-03-24 23:01:03,661 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 75/125 +[2025-03-24 23:01:03,691 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 76/125 +[2025-03-24 23:01:03,719 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 77/125 +[2025-03-24 23:01:03,748 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 78/125 +[2025-03-24 23:01:03,776 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 79/125 +[2025-03-24 23:01:03,805 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 80/125 +[2025-03-24 23:01:03,833 INFO test.py line 201 2330458] Test: 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23:01:04,418 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 102/125 +[2025-03-24 23:01:04,444 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 103/125 +[2025-03-24 23:01:04,469 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 104/125 +[2025-03-24 23:01:04,494 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 105/125 +[2025-03-24 23:01:04,519 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 106/125 +[2025-03-24 23:01:04,544 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-03-24 23:01:04,570 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-03-24 23:01:04,595 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-03-24 23:01:04,620 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-03-24 23:01:04,645 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-03-24 23:01:04,670 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-03-24 23:01:04,694 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-03-24 23:01:04,720 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-03-24 23:01:04,745 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-03-24 23:01:04,770 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-03-24 23:01:04,793 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-03-24 23:01:04,818 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-03-24 23:01:04,842 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-03-24 23:01:04,866 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-03-24 23:01:04,890 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-03-24 23:01:04,915 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-03-24 23:01:04,939 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-03-24 23:01:04,965 INFO test.py line 201 2330458] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-03-24 23:01:05,096 INFO test.py line 291 2330458] Test: scene0609_01 [20/78]-115550 Batch 3.610 (4.291) Accuracy 0.7655 (0.4243) mIoU 0.2092 (0.3076) +[2025-03-24 23:01:05,135 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-03-24 23:01:05,167 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-03-24 23:01:05,198 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-03-24 23:01:05,229 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-03-24 23:01:05,261 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-03-24 23:01:05,292 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-03-24 23:01:05,323 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-03-24 23:01:05,354 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-03-24 23:01:05,387 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-03-24 23:01:05,419 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-03-24 23:01:05,452 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-03-24 23:01:05,485 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 11/130 +[2025-03-24 23:01:05,518 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 12/130 +[2025-03-24 23:01:05,551 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 13/130 +[2025-03-24 23:01:05,584 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 14/130 +[2025-03-24 23:01:05,617 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 15/130 +[2025-03-24 23:01:05,650 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 16/130 +[2025-03-24 23:01:05,683 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 17/130 +[2025-03-24 23:01:05,716 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 18/130 +[2025-03-24 23:01:05,749 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 19/130 +[2025-03-24 23:01:05,781 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 20/130 +[2025-03-24 23:01:05,813 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 21/130 +[2025-03-24 23:01:05,845 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 22/130 +[2025-03-24 23:01:05,877 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 23/130 +[2025-03-24 23:01:05,908 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 24/130 +[2025-03-24 23:01:05,941 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 25/130 +[2025-03-24 23:01:05,974 INFO test.py line 201 2330458] Test: 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23:01:06,721 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 47/130 +[2025-03-24 23:01:06,758 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 48/130 +[2025-03-24 23:01:06,803 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 49/130 +[2025-03-24 23:01:06,836 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 50/130 +[2025-03-24 23:01:06,868 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 51/130 +[2025-03-24 23:01:06,900 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 52/130 +[2025-03-24 23:01:06,933 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 53/130 +[2025-03-24 23:01:06,965 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 54/130 +[2025-03-24 23:01:06,998 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 55/130 +[2025-03-24 23:01:07,038 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 56/130 +[2025-03-24 23:01:07,069 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 57/130 +[2025-03-24 23:01:07,101 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 58/130 +[2025-03-24 23:01:07,132 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 59/130 +[2025-03-24 23:01:07,165 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 60/130 +[2025-03-24 23:01:07,196 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 61/130 +[2025-03-24 23:01:07,229 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 62/130 +[2025-03-24 23:01:07,261 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 63/130 +[2025-03-24 23:01:07,294 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 64/130 +[2025-03-24 23:01:07,326 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 65/130 +[2025-03-24 23:01:07,357 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 66/130 +[2025-03-24 23:01:07,389 INFO test.py line 201 2330458] Test: 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201 2330458] Test: 21/78-scene0430_00, Batch: 98/130 +[2025-03-24 23:01:08,597 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 99/130 +[2025-03-24 23:01:08,633 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 100/130 +[2025-03-24 23:01:08,674 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 101/130 +[2025-03-24 23:01:08,710 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 102/130 +[2025-03-24 23:01:08,746 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 103/130 +[2025-03-24 23:01:08,781 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 104/130 +[2025-03-24 23:01:08,818 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 105/130 +[2025-03-24 23:01:08,854 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 106/130 +[2025-03-24 23:01:08,889 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 107/130 +[2025-03-24 23:01:08,924 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 108/130 +[2025-03-24 23:01:08,960 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 109/130 +[2025-03-24 23:01:08,995 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 110/130 +[2025-03-24 23:01:09,032 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 111/130 +[2025-03-24 23:01:09,069 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 112/130 +[2025-03-24 23:01:09,108 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 113/130 +[2025-03-24 23:01:09,157 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 114/130 +[2025-03-24 23:01:09,195 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 115/130 +[2025-03-24 23:01:09,231 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 116/130 +[2025-03-24 23:01:09,268 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 117/130 +[2025-03-24 23:01:09,308 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 118/130 +[2025-03-24 23:01:09,345 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 119/130 +[2025-03-24 23:01:09,380 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 120/130 +[2025-03-24 23:01:09,416 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 121/130 +[2025-03-24 23:01:09,455 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 122/130 +[2025-03-24 23:01:09,492 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 123/130 +[2025-03-24 23:01:09,529 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 124/130 +[2025-03-24 23:01:09,564 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-03-24 23:01:09,599 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-03-24 23:01:09,634 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-03-24 23:01:09,670 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-03-24 23:01:09,705 INFO test.py line 201 2330458] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-03-24 23:01:09,932 INFO test.py line 291 2330458] Test: scene0430_00 [21/78]-210249 Batch 4.835 (4.317) Accuracy 0.9107 (0.4273) mIoU 0.3207 (0.3106) +[2025-03-24 23:01:09,979 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-03-24 23:01:10,018 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 1/125 +[2025-03-24 23:01:10,058 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 2/125 +[2025-03-24 23:01:10,105 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 3/125 +[2025-03-24 23:01:10,146 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 4/125 +[2025-03-24 23:01:10,186 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 5/125 +[2025-03-24 23:01:10,227 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 6/125 +[2025-03-24 23:01:10,267 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 7/125 +[2025-03-24 23:01:10,307 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 8/125 +[2025-03-24 23:01:10,346 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 9/125 +[2025-03-24 23:01:10,387 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 10/125 +[2025-03-24 23:01:10,427 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 11/125 +[2025-03-24 23:01:10,468 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 12/125 +[2025-03-24 23:01:10,508 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 13/125 +[2025-03-24 23:01:10,548 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 14/125 +[2025-03-24 23:01:10,588 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 15/125 +[2025-03-24 23:01:10,628 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 16/125 +[2025-03-24 23:01:10,667 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 17/125 +[2025-03-24 23:01:10,708 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 18/125 +[2025-03-24 23:01:10,749 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 19/125 +[2025-03-24 23:01:10,789 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 20/125 +[2025-03-24 23:01:10,829 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 21/125 +[2025-03-24 23:01:10,870 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 22/125 +[2025-03-24 23:01:10,912 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 23/125 +[2025-03-24 23:01:10,952 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 24/125 +[2025-03-24 23:01:10,992 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 25/125 +[2025-03-24 23:01:11,031 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 26/125 +[2025-03-24 23:01:11,071 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 27/125 +[2025-03-24 23:01:11,112 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 28/125 +[2025-03-24 23:01:11,152 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 29/125 +[2025-03-24 23:01:11,191 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 30/125 +[2025-03-24 23:01:11,231 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 31/125 +[2025-03-24 23:01:11,272 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 32/125 +[2025-03-24 23:01:11,310 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 33/125 +[2025-03-24 23:01:11,349 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 34/125 +[2025-03-24 23:01:11,389 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 35/125 +[2025-03-24 23:01:11,427 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 36/125 +[2025-03-24 23:01:11,464 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 37/125 +[2025-03-24 23:01:11,504 INFO test.py line 201 2330458] 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test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 110/125 +[2025-03-24 23:01:14,527 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 111/125 +[2025-03-24 23:01:14,568 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 112/125 +[2025-03-24 23:01:14,608 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 113/125 +[2025-03-24 23:01:14,647 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 114/125 +[2025-03-24 23:01:14,688 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 115/125 +[2025-03-24 23:01:14,726 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 116/125 +[2025-03-24 23:01:14,765 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 117/125 +[2025-03-24 23:01:14,803 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 118/125 +[2025-03-24 23:01:14,841 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 119/125 +[2025-03-24 23:01:14,881 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 120/125 +[2025-03-24 23:01:14,919 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 121/125 +[2025-03-24 23:01:14,958 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 122/125 +[2025-03-24 23:01:14,997 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 123/125 +[2025-03-24 23:01:15,035 INFO test.py line 201 2330458] Test: 22/78-scene0608_02, Batch: 124/125 +[2025-03-24 23:01:15,306 INFO test.py line 291 2330458] Test: scene0608_02 [22/78]-235030 Batch 5.374 (4.365) Accuracy 0.7187 (0.4436) mIoU 0.3140 (0.3207) +[2025-03-24 23:01:15,338 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 0/125 +[2025-03-24 23:01:15,368 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 1/125 +[2025-03-24 23:01:15,396 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 2/125 +[2025-03-24 23:01:15,423 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 3/125 +[2025-03-24 23:01:15,453 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 4/125 +[2025-03-24 23:01:15,481 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 5/125 +[2025-03-24 23:01:15,509 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 6/125 +[2025-03-24 23:01:15,537 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 7/125 +[2025-03-24 23:01:15,564 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 8/125 +[2025-03-24 23:01:15,595 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 9/125 +[2025-03-24 23:01:15,631 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 10/125 +[2025-03-24 23:01:15,667 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 11/125 +[2025-03-24 23:01:15,695 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 12/125 +[2025-03-24 23:01:15,723 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 13/125 +[2025-03-24 23:01:15,751 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 14/125 +[2025-03-24 23:01:15,780 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 15/125 +[2025-03-24 23:01:15,807 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 16/125 +[2025-03-24 23:01:15,835 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 17/125 +[2025-03-24 23:01:15,863 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 18/125 +[2025-03-24 23:01:15,892 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 19/125 +[2025-03-24 23:01:15,919 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 20/125 +[2025-03-24 23:01:15,945 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 21/125 +[2025-03-24 23:01:15,971 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 22/125 +[2025-03-24 23:01:15,998 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 23/125 +[2025-03-24 23:01:16,024 INFO test.py line 201 2330458] Test: 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Batch: 116/125 +[2025-03-24 23:01:18,966 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 117/125 +[2025-03-24 23:01:18,994 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 118/125 +[2025-03-24 23:01:19,022 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 119/125 +[2025-03-24 23:01:19,051 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 120/125 +[2025-03-24 23:01:19,079 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 121/125 +[2025-03-24 23:01:19,107 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 122/125 +[2025-03-24 23:01:19,135 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 123/125 +[2025-03-24 23:01:19,165 INFO test.py line 201 2330458] Test: 23/78-scene0144_01, Batch: 124/125 +[2025-03-24 23:01:19,298 INFO test.py line 291 2330458] Test: scene0144_01 [23/78]-116341 Batch 3.991 (4.349) Accuracy 0.7993 (0.4494) mIoU 0.3068 (0.3256) +[2025-03-24 23:01:19,328 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-03-24 23:01:19,356 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-03-24 23:01:19,384 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-03-24 23:01:19,411 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 3/145 +[2025-03-24 23:01:19,437 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 4/145 +[2025-03-24 23:01:19,464 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 5/145 +[2025-03-24 23:01:19,492 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 6/145 +[2025-03-24 23:01:19,520 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 7/145 +[2025-03-24 23:01:19,547 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 8/145 +[2025-03-24 23:01:19,573 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 9/145 +[2025-03-24 23:01:19,613 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, 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Batch: 143/145 +[2025-03-24 23:01:23,510 INFO test.py line 201 2330458] Test: 24/78-scene0382_00, Batch: 144/145 +[2025-03-24 23:01:23,617 INFO test.py line 291 2330458] Test: scene0382_00 [24/78]-100285 Batch 4.319 (4.347) Accuracy 0.8087 (0.4477) mIoU 0.2594 (0.3239) +[2025-03-24 23:01:23,646 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-03-24 23:01:23,671 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-03-24 23:01:23,696 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-03-24 23:01:23,721 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-03-24 23:01:23,746 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-03-24 23:01:23,771 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-03-24 23:01:23,796 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 6/121 +[2025-03-24 23:01:23,822 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 7/121 +[2025-03-24 23:01:23,847 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 8/121 +[2025-03-24 23:01:23,874 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 9/121 +[2025-03-24 23:01:23,900 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 10/121 +[2025-03-24 23:01:23,926 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 11/121 +[2025-03-24 23:01:23,952 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 12/121 +[2025-03-24 23:01:23,978 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 13/121 +[2025-03-24 23:01:24,004 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 14/121 +[2025-03-24 23:01:24,031 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 15/121 +[2025-03-24 23:01:24,058 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 16/121 +[2025-03-24 23:01:24,084 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 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23:01:26,657 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 110/121 +[2025-03-24 23:01:26,682 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 111/121 +[2025-03-24 23:01:26,727 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 112/121 +[2025-03-24 23:01:26,760 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 113/121 +[2025-03-24 23:01:26,792 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 114/121 +[2025-03-24 23:01:26,823 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 115/121 +[2025-03-24 23:01:26,849 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 116/121 +[2025-03-24 23:01:26,875 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 117/121 +[2025-03-24 23:01:26,901 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 118/121 +[2025-03-24 23:01:26,929 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 119/121 +[2025-03-24 23:01:26,956 INFO test.py line 201 2330458] Test: 25/78-scene0077_00, Batch: 120/121 +[2025-03-24 23:01:27,060 INFO test.py line 291 2330458] Test: scene0077_00 [25/78]-92807 Batch 3.443 (4.311) Accuracy 0.6505 (0.4436) mIoU 0.2283 (0.3232) +[2025-03-24 23:01:27,092 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 0/159 +[2025-03-24 23:01:27,120 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 1/159 +[2025-03-24 23:01:27,148 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 2/159 +[2025-03-24 23:01:27,176 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 3/159 +[2025-03-24 23:01:27,203 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 4/159 +[2025-03-24 23:01:27,232 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 5/159 +[2025-03-24 23:01:27,259 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 6/159 +[2025-03-24 23:01:27,289 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 7/159 +[2025-03-24 23:01:27,318 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 8/159 +[2025-03-24 23:01:27,345 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 9/159 +[2025-03-24 23:01:27,384 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 10/159 +[2025-03-24 23:01:27,421 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 11/159 +[2025-03-24 23:01:27,463 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 12/159 +[2025-03-24 23:01:27,502 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 13/159 +[2025-03-24 23:01:27,538 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 14/159 +[2025-03-24 23:01:27,576 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 15/159 +[2025-03-24 23:01:27,614 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 16/159 +[2025-03-24 23:01:27,654 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 17/159 +[2025-03-24 23:01:27,691 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 18/159 +[2025-03-24 23:01:27,730 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 19/159 +[2025-03-24 23:01:27,769 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 20/159 +[2025-03-24 23:01:27,808 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 21/159 +[2025-03-24 23:01:27,845 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 22/159 +[2025-03-24 23:01:27,896 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 23/159 +[2025-03-24 23:01:27,937 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 24/159 +[2025-03-24 23:01:27,974 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 25/159 +[2025-03-24 23:01:28,017 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 26/159 +[2025-03-24 23:01:28,051 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 27/159 +[2025-03-24 23:01:28,109 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 28/159 +[2025-03-24 23:01:28,171 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 29/159 +[2025-03-24 23:01:28,203 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 30/159 +[2025-03-24 23:01:28,230 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 31/159 +[2025-03-24 23:01:28,257 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 32/159 +[2025-03-24 23:01:28,284 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 33/159 +[2025-03-24 23:01:28,315 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 34/159 +[2025-03-24 23:01:28,343 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 35/159 +[2025-03-24 23:01:28,370 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 36/159 +[2025-03-24 23:01:28,398 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 37/159 +[2025-03-24 23:01:28,424 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 38/159 +[2025-03-24 23:01:28,453 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 39/159 +[2025-03-24 23:01:28,480 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 40/159 +[2025-03-24 23:01:28,507 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 41/159 +[2025-03-24 23:01:28,535 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 42/159 +[2025-03-24 23:01:28,564 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 43/159 +[2025-03-24 23:01:28,591 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 44/159 +[2025-03-24 23:01:28,619 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 45/159 +[2025-03-24 23:01:28,648 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 46/159 +[2025-03-24 23:01:28,676 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 47/159 +[2025-03-24 23:01:28,704 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 48/159 +[2025-03-24 23:01:28,730 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 49/159 +[2025-03-24 23:01:28,756 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 50/159 +[2025-03-24 23:01:28,784 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 51/159 +[2025-03-24 23:01:28,809 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 52/159 +[2025-03-24 23:01:28,836 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 53/159 +[2025-03-24 23:01:28,865 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 54/159 +[2025-03-24 23:01:28,890 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 55/159 +[2025-03-24 23:01:28,917 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 56/159 +[2025-03-24 23:01:28,945 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 57/159 +[2025-03-24 23:01:28,972 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 58/159 +[2025-03-24 23:01:28,998 INFO test.py line 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Batch: 120/159 +[2025-03-24 23:01:30,717 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 121/159 +[2025-03-24 23:01:30,753 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 122/159 +[2025-03-24 23:01:30,788 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 123/159 +[2025-03-24 23:01:30,814 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 124/159 +[2025-03-24 23:01:30,841 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 125/159 +[2025-03-24 23:01:30,865 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 126/159 +[2025-03-24 23:01:30,891 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 127/159 +[2025-03-24 23:01:30,914 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 128/159 +[2025-03-24 23:01:30,938 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 129/159 +[2025-03-24 23:01:30,963 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 130/159 +[2025-03-24 23:01:30,988 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 131/159 +[2025-03-24 23:01:31,012 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 132/159 +[2025-03-24 23:01:31,044 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 133/159 +[2025-03-24 23:01:31,073 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 134/159 +[2025-03-24 23:01:31,109 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 135/159 +[2025-03-24 23:01:31,134 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 136/159 +[2025-03-24 23:01:31,159 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 137/159 +[2025-03-24 23:01:31,184 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 138/159 +[2025-03-24 23:01:31,209 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 139/159 +[2025-03-24 23:01:31,237 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 140/159 +[2025-03-24 23:01:31,266 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 141/159 +[2025-03-24 23:01:31,298 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 142/159 +[2025-03-24 23:01:31,323 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 143/159 +[2025-03-24 23:01:31,347 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 144/159 +[2025-03-24 23:01:31,371 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 145/159 +[2025-03-24 23:01:31,396 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 146/159 +[2025-03-24 23:01:31,421 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 147/159 +[2025-03-24 23:01:31,444 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 148/159 +[2025-03-24 23:01:31,468 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 149/159 +[2025-03-24 23:01:31,492 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 150/159 +[2025-03-24 23:01:31,516 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 151/159 +[2025-03-24 23:01:31,540 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 152/159 +[2025-03-24 23:01:31,564 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 153/159 +[2025-03-24 23:01:31,588 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 154/159 +[2025-03-24 23:01:31,612 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 155/159 +[2025-03-24 23:01:31,636 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 156/159 +[2025-03-24 23:01:31,660 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 157/159 +[2025-03-24 23:01:31,684 INFO test.py line 201 2330458] Test: 26/78-scene0084_00, Batch: 158/159 +[2025-03-24 23:01:31,805 INFO test.py line 291 2330458] Test: scene0084_00 [26/78]-116845 Batch 4.744 (4.328) Accuracy 0.8080 (0.4372) mIoU 0.1628 (0.3207) +[2025-03-24 23:01:31,840 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 0/121 +[2025-03-24 23:01:31,871 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 1/121 +[2025-03-24 23:01:31,903 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 2/121 +[2025-03-24 23:01:31,934 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 3/121 +[2025-03-24 23:01:31,968 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 4/121 +[2025-03-24 23:01:31,999 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 5/121 +[2025-03-24 23:01:32,031 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 6/121 +[2025-03-24 23:01:32,062 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 7/121 +[2025-03-24 23:01:32,093 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 8/121 +[2025-03-24 23:01:32,125 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 9/121 +[2025-03-24 23:01:32,159 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 10/121 +[2025-03-24 23:01:32,190 INFO 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Test: 27/78-scene0608_00, Batch: 21/121 +[2025-03-24 23:01:32,581 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 22/121 +[2025-03-24 23:01:32,616 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 23/121 +[2025-03-24 23:01:32,652 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 24/121 +[2025-03-24 23:01:32,687 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 25/121 +[2025-03-24 23:01:32,737 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 26/121 +[2025-03-24 23:01:32,771 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 27/121 +[2025-03-24 23:01:32,806 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 28/121 +[2025-03-24 23:01:32,840 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 29/121 +[2025-03-24 23:01:32,874 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 30/121 +[2025-03-24 23:01:32,909 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, 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23:01:33,276 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 42/121 +[2025-03-24 23:01:33,309 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 43/121 +[2025-03-24 23:01:33,343 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 44/121 +[2025-03-24 23:01:33,379 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 45/121 +[2025-03-24 23:01:33,414 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 46/121 +[2025-03-24 23:01:33,454 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 47/121 +[2025-03-24 23:01:33,489 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 48/121 +[2025-03-24 23:01:33,525 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 49/121 +[2025-03-24 23:01:33,557 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 50/121 +[2025-03-24 23:01:33,588 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 51/121 +[2025-03-24 23:01:33,620 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 52/121 +[2025-03-24 23:01:33,653 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 53/121 +[2025-03-24 23:01:33,686 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 54/121 +[2025-03-24 23:01:33,718 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 55/121 +[2025-03-24 23:01:33,750 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 56/121 +[2025-03-24 23:01:33,782 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 57/121 +[2025-03-24 23:01:33,827 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 58/121 +[2025-03-24 23:01:33,883 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 59/121 +[2025-03-24 23:01:33,936 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 60/121 +[2025-03-24 23:01:33,981 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 61/121 +[2025-03-24 23:01:34,066 INFO test.py line 201 2330458] Test: 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201 2330458] Test: 27/78-scene0608_00, Batch: 93/121 +[2025-03-24 23:01:35,281 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 94/121 +[2025-03-24 23:01:35,315 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 95/121 +[2025-03-24 23:01:35,349 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 96/121 +[2025-03-24 23:01:35,383 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 97/121 +[2025-03-24 23:01:35,416 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 98/121 +[2025-03-24 23:01:35,452 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 99/121 +[2025-03-24 23:01:35,487 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 100/121 +[2025-03-24 23:01:35,522 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 101/121 +[2025-03-24 23:01:35,558 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 102/121 +[2025-03-24 23:01:35,593 INFO test.py line 201 2330458] Test: 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Batch: 113/121 +[2025-03-24 23:01:35,969 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 114/121 +[2025-03-24 23:01:36,004 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 115/121 +[2025-03-24 23:01:36,039 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 116/121 +[2025-03-24 23:01:36,075 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 117/121 +[2025-03-24 23:01:36,109 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 118/121 +[2025-03-24 23:01:36,142 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 119/121 +[2025-03-24 23:01:36,176 INFO test.py line 201 2330458] Test: 27/78-scene0608_00, Batch: 120/121 +[2025-03-24 23:01:36,386 INFO test.py line 291 2330458] Test: scene0608_00 [27/78]-186579 Batch 4.580 (4.337) Accuracy 0.6628 (0.4391) mIoU 0.2337 (0.3201) +[2025-03-24 23:01:36,421 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 0/134 +[2025-03-24 23:01:36,450 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 1/134 +[2025-03-24 23:01:36,480 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 2/134 +[2025-03-24 23:01:36,509 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 3/134 +[2025-03-24 23:01:36,538 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 4/134 +[2025-03-24 23:01:36,567 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 5/134 +[2025-03-24 23:01:36,595 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 6/134 +[2025-03-24 23:01:36,625 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 7/134 +[2025-03-24 23:01:36,654 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 8/134 +[2025-03-24 23:01:36,683 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 9/134 +[2025-03-24 23:01:36,712 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 10/134 +[2025-03-24 23:01:36,742 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 11/134 +[2025-03-24 23:01:36,775 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 12/134 +[2025-03-24 23:01:36,803 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 13/134 +[2025-03-24 23:01:36,832 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 14/134 +[2025-03-24 23:01:36,861 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 15/134 +[2025-03-24 23:01:36,890 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 16/134 +[2025-03-24 23:01:36,920 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 17/134 +[2025-03-24 23:01:36,949 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 18/134 +[2025-03-24 23:01:36,977 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 19/134 +[2025-03-24 23:01:37,007 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 20/134 +[2025-03-24 23:01:37,036 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 21/134 +[2025-03-24 23:01:37,068 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 22/134 +[2025-03-24 23:01:37,097 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 23/134 +[2025-03-24 23:01:37,125 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 24/134 +[2025-03-24 23:01:37,154 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 25/134 +[2025-03-24 23:01:37,184 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 26/134 +[2025-03-24 23:01:37,213 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 27/134 +[2025-03-24 23:01:37,242 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 28/134 +[2025-03-24 23:01:37,270 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 29/134 +[2025-03-24 23:01:37,300 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 30/134 +[2025-03-24 23:01:37,329 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 31/134 +[2025-03-24 23:01:37,360 INFO test.py line 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test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 114/134 +[2025-03-24 23:01:40,359 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 115/134 +[2025-03-24 23:01:40,399 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 116/134 +[2025-03-24 23:01:40,428 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 117/134 +[2025-03-24 23:01:40,459 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 118/134 +[2025-03-24 23:01:40,491 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 119/134 +[2025-03-24 23:01:40,521 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 120/134 +[2025-03-24 23:01:40,550 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 121/134 +[2025-03-24 23:01:40,580 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 122/134 +[2025-03-24 23:01:40,609 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 123/134 +[2025-03-24 23:01:40,637 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 124/134 +[2025-03-24 23:01:40,666 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 125/134 +[2025-03-24 23:01:40,695 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 126/134 +[2025-03-24 23:01:40,724 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 127/134 +[2025-03-24 23:01:40,752 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-03-24 23:01:40,781 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-03-24 23:01:40,812 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-03-24 23:01:40,841 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-03-24 23:01:40,870 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-03-24 23:01:40,903 INFO test.py line 201 2330458] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-03-24 23:01:41,064 INFO test.py line 291 2330458] Test: scene0558_01 [28/78]-141342 Batch 4.678 (4.349) Accuracy 0.7125 (0.4345) mIoU 0.2123 (0.3165) +[2025-03-24 23:01:41,100 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-03-24 23:01:41,127 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-03-24 23:01:41,165 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 2/125 +[2025-03-24 23:01:41,192 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 3/125 +[2025-03-24 23:01:41,219 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 4/125 +[2025-03-24 23:01:41,244 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 5/125 +[2025-03-24 23:01:41,270 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 6/125 +[2025-03-24 23:01:41,296 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 7/125 +[2025-03-24 23:01:41,323 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 8/125 +[2025-03-24 23:01:41,358 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 9/125 +[2025-03-24 23:01:41,385 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 10/125 +[2025-03-24 23:01:41,413 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 11/125 +[2025-03-24 23:01:41,440 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 12/125 +[2025-03-24 23:01:41,467 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 13/125 +[2025-03-24 23:01:41,495 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 14/125 +[2025-03-24 23:01:41,529 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 15/125 +[2025-03-24 23:01:41,565 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 16/125 +[2025-03-24 23:01:41,593 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 17/125 +[2025-03-24 23:01:41,620 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 18/125 +[2025-03-24 23:01:41,648 INFO test.py line 201 2330458] Test: 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Batch: 111/125 +[2025-03-24 23:01:44,253 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 112/125 +[2025-03-24 23:01:44,282 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 113/125 +[2025-03-24 23:01:44,312 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 114/125 +[2025-03-24 23:01:44,341 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 115/125 +[2025-03-24 23:01:44,369 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 116/125 +[2025-03-24 23:01:44,398 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 117/125 +[2025-03-24 23:01:44,427 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 118/125 +[2025-03-24 23:01:44,456 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 119/125 +[2025-03-24 23:01:44,484 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 120/125 +[2025-03-24 23:01:44,511 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 121/125 +[2025-03-24 23:01:44,539 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 122/125 +[2025-03-24 23:01:44,566 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 123/125 +[2025-03-24 23:01:44,594 INFO test.py line 201 2330458] Test: 29/78-scene0430_01, Batch: 124/125 +[2025-03-24 23:01:44,737 INFO test.py line 291 2330458] Test: scene0430_01 [29/78]-126166 Batch 3.672 (4.326) Accuracy 0.8630 (0.4349) mIoU 0.2544 (0.3165) +[2025-03-24 23:01:44,769 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 0/144 +[2025-03-24 23:01:44,803 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 1/144 +[2025-03-24 23:01:44,828 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 2/144 +[2025-03-24 23:01:44,854 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 3/144 +[2025-03-24 23:01:44,879 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 4/144 +[2025-03-24 23:01:44,903 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:01:45,194 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 16/144 +[2025-03-24 23:01:45,218 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 17/144 +[2025-03-24 23:01:45,243 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 18/144 +[2025-03-24 23:01:45,272 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 19/144 +[2025-03-24 23:01:45,296 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 20/144 +[2025-03-24 23:01:45,322 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 21/144 +[2025-03-24 23:01:45,346 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 22/144 +[2025-03-24 23:01:45,370 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 23/144 +[2025-03-24 23:01:45,394 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 24/144 +[2025-03-24 23:01:45,420 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 25/144 +[2025-03-24 23:01:45,444 INFO 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Batch: 138/144 +[2025-03-24 23:01:48,380 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 139/144 +[2025-03-24 23:01:48,405 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 140/144 +[2025-03-24 23:01:48,430 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 141/144 +[2025-03-24 23:01:48,455 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 142/144 +[2025-03-24 23:01:48,482 INFO test.py line 201 2330458] Test: 30/78-scene0086_01, Batch: 143/144 +[2025-03-24 23:01:48,616 INFO test.py line 291 2330458] Test: scene0086_01 [30/78]-124210 Batch 3.879 (4.311) Accuracy 0.7537 (0.4331) mIoU 0.1895 (0.3143) +[2025-03-24 23:01:50,545 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-03-24 23:01:50,609 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-03-24 23:01:50,676 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-03-24 23:01:50,743 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-03-24 23:01:50,802 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-03-24 23:01:50,861 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-03-24 23:01:50,921 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-03-24 23:01:50,980 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-03-24 23:01:51,033 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-03-24 23:01:51,089 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-03-24 23:01:51,148 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 10/138 +[2025-03-24 23:01:51,206 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 11/138 +[2025-03-24 23:01:51,266 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 12/138 +[2025-03-24 23:01:51,325 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, 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23:01:56,339 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 106/138 +[2025-03-24 23:01:56,394 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 107/138 +[2025-03-24 23:01:56,449 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 108/138 +[2025-03-24 23:01:56,503 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 109/138 +[2025-03-24 23:01:56,558 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 110/138 +[2025-03-24 23:01:56,613 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 111/138 +[2025-03-24 23:01:56,668 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 112/138 +[2025-03-24 23:01:56,723 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 113/138 +[2025-03-24 23:01:56,778 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 114/138 +[2025-03-24 23:01:56,833 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 115/138 +[2025-03-24 23:01:56,887 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 116/138 +[2025-03-24 23:01:56,941 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 117/138 +[2025-03-24 23:01:56,997 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 118/138 +[2025-03-24 23:01:57,051 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 119/138 +[2025-03-24 23:01:57,106 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 120/138 +[2025-03-24 23:01:57,161 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 121/138 +[2025-03-24 23:01:57,215 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 122/138 +[2025-03-24 23:01:57,270 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 123/138 +[2025-03-24 23:01:57,325 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 124/138 +[2025-03-24 23:01:57,380 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 125/138 +[2025-03-24 23:01:57,434 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 126/138 +[2025-03-24 23:01:57,490 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 127/138 +[2025-03-24 23:01:57,543 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 128/138 +[2025-03-24 23:01:57,597 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 129/138 +[2025-03-24 23:01:57,651 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 130/138 +[2025-03-24 23:01:57,705 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 131/138 +[2025-03-24 23:01:57,760 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 132/138 +[2025-03-24 23:01:57,814 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 133/138 +[2025-03-24 23:01:57,870 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-03-24 23:01:57,924 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-03-24 23:01:57,978 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-03-24 23:01:58,032 INFO test.py line 201 2330458] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-03-24 23:01:58,475 INFO test.py line 291 2330458] Test: scene0500_00 [31/78]-396942 Batch 8.000 (4.430) Accuracy 0.7609 (0.4314) mIoU 0.2194 (0.3104) +[2025-03-24 23:01:58,519 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-03-24 23:01:58,555 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-03-24 23:01:58,590 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 2/121 +[2025-03-24 23:01:58,625 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 3/121 +[2025-03-24 23:01:58,660 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 4/121 +[2025-03-24 23:01:58,694 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 5/121 +[2025-03-24 23:01:58,728 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 6/121 +[2025-03-24 23:01:58,763 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 7/121 +[2025-03-24 23:01:58,797 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 8/121 +[2025-03-24 23:01:58,830 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 9/121 +[2025-03-24 23:01:58,864 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 10/121 +[2025-03-24 23:01:58,898 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 11/121 +[2025-03-24 23:01:58,932 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 12/121 +[2025-03-24 23:01:58,965 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 13/121 +[2025-03-24 23:01:58,998 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 14/121 +[2025-03-24 23:01:59,031 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 15/121 +[2025-03-24 23:01:59,063 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 16/121 +[2025-03-24 23:01:59,094 INFO test.py line 201 2330458] Test: 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23:01:59,755 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 38/121 +[2025-03-24 23:01:59,784 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 39/121 +[2025-03-24 23:01:59,815 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 40/121 +[2025-03-24 23:01:59,846 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 41/121 +[2025-03-24 23:01:59,876 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 42/121 +[2025-03-24 23:01:59,906 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 43/121 +[2025-03-24 23:01:59,938 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 44/121 +[2025-03-24 23:01:59,969 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 45/121 +[2025-03-24 23:02:00,000 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 46/121 +[2025-03-24 23:02:00,031 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 47/121 +[2025-03-24 23:02:00,061 INFO test.py line 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201 2330458] Test: 32/78-scene0064_01, Batch: 89/121 +[2025-03-24 23:02:01,479 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 90/121 +[2025-03-24 23:02:01,513 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 91/121 +[2025-03-24 23:02:01,546 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 92/121 +[2025-03-24 23:02:01,580 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 93/121 +[2025-03-24 23:02:01,614 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 94/121 +[2025-03-24 23:02:01,647 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 95/121 +[2025-03-24 23:02:01,679 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 96/121 +[2025-03-24 23:02:01,712 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 97/121 +[2025-03-24 23:02:01,745 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 98/121 +[2025-03-24 23:02:01,778 INFO test.py line 201 2330458] Test: 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Batch: 109/121 +[2025-03-24 23:02:02,151 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 110/121 +[2025-03-24 23:02:02,182 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 111/121 +[2025-03-24 23:02:02,214 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 112/121 +[2025-03-24 23:02:02,252 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 113/121 +[2025-03-24 23:02:02,283 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 114/121 +[2025-03-24 23:02:02,320 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 115/121 +[2025-03-24 23:02:02,351 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 116/121 +[2025-03-24 23:02:02,382 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 117/121 +[2025-03-24 23:02:02,414 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 118/121 +[2025-03-24 23:02:02,445 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 119/121 +[2025-03-24 23:02:02,477 INFO test.py line 201 2330458] Test: 32/78-scene0064_01, Batch: 120/121 +[2025-03-24 23:02:02,693 INFO test.py line 291 2330458] Test: scene0064_01 [32/78]-195252 Batch 4.218 (4.424) Accuracy 0.6508 (0.4267) mIoU 0.2225 (0.3034) +[2025-03-24 23:02:02,720 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 0/117 +[2025-03-24 23:02:02,742 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 1/117 +[2025-03-24 23:02:02,764 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 2/117 +[2025-03-24 23:02:02,786 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 3/117 +[2025-03-24 23:02:02,807 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 4/117 +[2025-03-24 23:02:02,828 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 5/117 +[2025-03-24 23:02:02,849 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 6/117 +[2025-03-24 23:02:02,870 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:02:03,098 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 18/117 +[2025-03-24 23:02:03,119 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 19/117 +[2025-03-24 23:02:03,139 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 20/117 +[2025-03-24 23:02:03,162 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 21/117 +[2025-03-24 23:02:03,182 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 22/117 +[2025-03-24 23:02:03,203 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 23/117 +[2025-03-24 23:02:03,223 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 24/117 +[2025-03-24 23:02:03,245 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 25/117 +[2025-03-24 23:02:03,265 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 26/117 +[2025-03-24 23:02:03,286 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 27/117 +[2025-03-24 23:02:03,306 INFO 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23:02:05,197 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 100/117 +[2025-03-24 23:02:05,225 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 101/117 +[2025-03-24 23:02:05,250 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 102/117 +[2025-03-24 23:02:05,275 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 103/117 +[2025-03-24 23:02:05,298 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 104/117 +[2025-03-24 23:02:05,322 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 105/117 +[2025-03-24 23:02:05,347 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 106/117 +[2025-03-24 23:02:05,373 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 107/117 +[2025-03-24 23:02:05,397 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 108/117 +[2025-03-24 23:02:05,422 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 109/117 +[2025-03-24 23:02:05,445 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 110/117 +[2025-03-24 23:02:05,469 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 111/117 +[2025-03-24 23:02:05,494 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 112/117 +[2025-03-24 23:02:05,518 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 113/117 +[2025-03-24 23:02:05,542 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 114/117 +[2025-03-24 23:02:05,568 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 115/117 +[2025-03-24 23:02:05,592 INFO test.py line 201 2330458] Test: 33/78-scene0553_01, Batch: 116/117 +[2025-03-24 23:02:05,657 INFO test.py line 291 2330458] Test: scene0553_01 [33/78]-61388 Batch 2.964 (4.379) Accuracy 0.8256 (0.4262) mIoU 0.1640 (0.3027) +[2025-03-24 23:02:05,694 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 0/138 +[2025-03-24 23:02:05,726 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 1/138 +[2025-03-24 23:02:05,757 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 2/138 +[2025-03-24 23:02:05,789 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 3/138 +[2025-03-24 23:02:05,820 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 4/138 +[2025-03-24 23:02:05,852 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 5/138 +[2025-03-24 23:02:05,884 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 6/138 +[2025-03-24 23:02:05,922 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 7/138 +[2025-03-24 23:02:05,953 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 8/138 +[2025-03-24 23:02:05,985 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 9/138 +[2025-03-24 23:02:06,016 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 10/138 +[2025-03-24 23:02:06,047 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 11/138 +[2025-03-24 23:02:06,079 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 12/138 +[2025-03-24 23:02:06,111 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 13/138 +[2025-03-24 23:02:06,144 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 14/138 +[2025-03-24 23:02:06,176 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 15/138 +[2025-03-24 23:02:06,208 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 16/138 +[2025-03-24 23:02:06,241 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 17/138 +[2025-03-24 23:02:06,273 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 18/138 +[2025-03-24 23:02:06,305 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 19/138 +[2025-03-24 23:02:06,336 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 20/138 +[2025-03-24 23:02:06,368 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 21/138 +[2025-03-24 23:02:06,399 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 22/138 +[2025-03-24 23:02:06,431 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 23/138 +[2025-03-24 23:02:06,465 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 24/138 +[2025-03-24 23:02:06,497 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 25/138 +[2025-03-24 23:02:06,530 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 26/138 +[2025-03-24 23:02:06,563 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 27/138 +[2025-03-24 23:02:06,595 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 28/138 +[2025-03-24 23:02:06,628 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 29/138 +[2025-03-24 23:02:06,661 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 30/138 +[2025-03-24 23:02:06,694 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 31/138 +[2025-03-24 23:02:06,731 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 32/138 +[2025-03-24 23:02:06,765 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 33/138 +[2025-03-24 23:02:06,797 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 34/138 +[2025-03-24 23:02:06,846 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 35/138 +[2025-03-24 23:02:06,879 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 36/138 +[2025-03-24 23:02:06,911 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 37/138 +[2025-03-24 23:02:06,943 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 38/138 +[2025-03-24 23:02:06,977 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 39/138 +[2025-03-24 23:02:07,008 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 40/138 +[2025-03-24 23:02:07,039 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 41/138 +[2025-03-24 23:02:07,071 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 42/138 +[2025-03-24 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+[2025-03-24 23:02:09,649 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 125/138 +[2025-03-24 23:02:09,681 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 126/138 +[2025-03-24 23:02:09,711 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 127/138 +[2025-03-24 23:02:09,740 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 128/138 +[2025-03-24 23:02:09,769 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 129/138 +[2025-03-24 23:02:09,797 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 130/138 +[2025-03-24 23:02:09,828 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 131/138 +[2025-03-24 23:02:09,856 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 132/138 +[2025-03-24 23:02:09,885 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 133/138 +[2025-03-24 23:02:09,914 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 134/138 +[2025-03-24 23:02:09,944 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 135/138 +[2025-03-24 23:02:09,974 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 136/138 +[2025-03-24 23:02:10,003 INFO test.py line 201 2330458] Test: 34/78-scene0462_00, Batch: 137/138 +[2025-03-24 23:02:10,211 INFO test.py line 291 2330458] Test: scene0462_00 [34/78]-156714 Batch 4.553 (4.384) Accuracy 0.7379 (0.4149) mIoU 0.1710 (0.3004) +[2025-03-24 23:02:10,235 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-03-24 23:02:10,257 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-03-24 23:02:10,280 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-03-24 23:02:10,302 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-03-24 23:02:10,324 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-03-24 23:02:10,352 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, 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23:02:12,745 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 98/113 +[2025-03-24 23:02:12,786 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 99/113 +[2025-03-24 23:02:12,831 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 100/113 +[2025-03-24 23:02:12,896 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 101/113 +[2025-03-24 23:02:12,950 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 102/113 +[2025-03-24 23:02:12,993 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 103/113 +[2025-03-24 23:02:13,021 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 104/113 +[2025-03-24 23:02:13,046 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 105/113 +[2025-03-24 23:02:13,072 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 106/113 +[2025-03-24 23:02:13,097 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 107/113 +[2025-03-24 23:02:13,123 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 108/113 +[2025-03-24 23:02:13,149 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 109/113 +[2025-03-24 23:02:13,174 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 110/113 +[2025-03-24 23:02:13,198 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 111/113 +[2025-03-24 23:02:13,223 INFO test.py line 201 2330458] Test: 35/78-scene0146_00, Batch: 112/113 +[2025-03-24 23:02:13,290 INFO test.py line 291 2330458] Test: scene0146_00 [35/78]-60438 Batch 3.079 (4.347) Accuracy 0.8136 (0.4148) mIoU 0.1921 (0.3001) +[2025-03-24 23:02:13,332 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-03-24 23:02:13,364 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-03-24 23:02:13,406 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-03-24 23:02:13,448 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-03-24 23:02:13,483 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-03-24 23:02:13,516 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-03-24 23:02:13,549 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 6/134 +[2025-03-24 23:02:13,584 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 7/134 +[2025-03-24 23:02:13,615 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 8/134 +[2025-03-24 23:02:13,647 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 9/134 +[2025-03-24 23:02:13,679 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 10/134 +[2025-03-24 23:02:13,711 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 11/134 +[2025-03-24 23:02:13,743 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 12/134 +[2025-03-24 23:02:13,774 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 13/134 +[2025-03-24 23:02:13,806 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 14/134 +[2025-03-24 23:02:13,838 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 15/134 +[2025-03-24 23:02:13,869 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 16/134 +[2025-03-24 23:02:13,901 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 17/134 +[2025-03-24 23:02:13,933 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 18/134 +[2025-03-24 23:02:13,964 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 19/134 +[2025-03-24 23:02:13,996 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 20/134 +[2025-03-24 23:02:14,027 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 21/134 +[2025-03-24 23:02:14,075 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 22/134 +[2025-03-24 23:02:14,107 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 23/134 +[2025-03-24 23:02:14,139 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 24/134 +[2025-03-24 23:02:14,172 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 25/134 +[2025-03-24 23:02:14,204 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 26/134 +[2025-03-24 23:02:14,236 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 27/134 +[2025-03-24 23:02:14,268 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 28/134 +[2025-03-24 23:02:14,300 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 29/134 +[2025-03-24 23:02:14,331 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 30/134 +[2025-03-24 23:02:14,364 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 31/134 +[2025-03-24 23:02:14,396 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 32/134 +[2025-03-24 23:02:14,430 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 33/134 +[2025-03-24 23:02:14,464 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 34/134 +[2025-03-24 23:02:14,496 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 35/134 +[2025-03-24 23:02:14,529 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 36/134 +[2025-03-24 23:02:14,561 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 37/134 +[2025-03-24 23:02:14,593 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 38/134 +[2025-03-24 23:02:14,624 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 39/134 +[2025-03-24 23:02:14,655 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 40/134 +[2025-03-24 23:02:14,687 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 41/134 +[2025-03-24 23:02:14,718 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 42/134 +[2025-03-24 23:02:14,749 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 43/134 +[2025-03-24 23:02:14,781 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 44/134 +[2025-03-24 23:02:14,813 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 45/134 +[2025-03-24 23:02:14,845 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 46/134 +[2025-03-24 23:02:14,878 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 47/134 +[2025-03-24 23:02:14,909 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 48/134 +[2025-03-24 23:02:14,941 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 49/134 +[2025-03-24 23:02:14,973 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 50/134 +[2025-03-24 23:02:15,005 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 51/134 +[2025-03-24 23:02:15,035 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 52/134 +[2025-03-24 23:02:15,066 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 53/134 +[2025-03-24 23:02:15,097 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 54/134 +[2025-03-24 23:02:15,127 INFO test.py line 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201 2330458] Test: 36/78-scene0131_01, Batch: 96/134 +[2025-03-24 23:02:16,779 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 97/134 +[2025-03-24 23:02:16,821 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 98/134 +[2025-03-24 23:02:16,854 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 99/134 +[2025-03-24 23:02:16,888 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 100/134 +[2025-03-24 23:02:16,921 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 101/134 +[2025-03-24 23:02:16,955 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 102/134 +[2025-03-24 23:02:16,988 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 103/134 +[2025-03-24 23:02:17,021 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 104/134 +[2025-03-24 23:02:17,054 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 105/134 +[2025-03-24 23:02:17,086 INFO test.py line 201 2330458] Test: 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Batch: 116/134 +[2025-03-24 23:02:17,458 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 117/134 +[2025-03-24 23:02:17,493 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 118/134 +[2025-03-24 23:02:17,526 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 119/134 +[2025-03-24 23:02:17,559 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 120/134 +[2025-03-24 23:02:17,592 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 121/134 +[2025-03-24 23:02:17,624 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 122/134 +[2025-03-24 23:02:17,657 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 123/134 +[2025-03-24 23:02:17,689 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 124/134 +[2025-03-24 23:02:17,729 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 125/134 +[2025-03-24 23:02:17,760 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 126/134 +[2025-03-24 23:02:17,795 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 127/134 +[2025-03-24 23:02:17,827 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 128/134 +[2025-03-24 23:02:17,869 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 129/134 +[2025-03-24 23:02:17,902 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-03-24 23:02:17,934 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-03-24 23:02:17,973 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-03-24 23:02:18,017 INFO test.py line 201 2330458] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-03-24 23:02:18,203 INFO test.py line 291 2330458] Test: scene0131_01 [36/78]-172221 Batch 4.912 (4.363) Accuracy 0.7945 (0.4081) mIoU 0.1825 (0.2994) +[2025-03-24 23:02:18,236 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-03-24 23:02:18,273 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-03-24 23:02:18,304 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 2/131 +[2025-03-24 23:02:18,333 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 3/131 +[2025-03-24 23:02:18,367 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 4/131 +[2025-03-24 23:02:18,412 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 5/131 +[2025-03-24 23:02:18,457 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 6/131 +[2025-03-24 23:02:18,498 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 7/131 +[2025-03-24 23:02:18,526 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 8/131 +[2025-03-24 23:02:18,553 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 9/131 +[2025-03-24 23:02:18,581 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 10/131 +[2025-03-24 23:02:18,610 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 11/131 +[2025-03-24 23:02:18,639 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 12/131 +[2025-03-24 23:02:18,667 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 13/131 +[2025-03-24 23:02:18,697 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 14/131 +[2025-03-24 23:02:18,730 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 15/131 +[2025-03-24 23:02:18,767 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 16/131 +[2025-03-24 23:02:18,805 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 17/131 +[2025-03-24 23:02:18,835 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 18/131 +[2025-03-24 23:02:18,865 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 19/131 +[2025-03-24 23:02:18,894 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 20/131 +[2025-03-24 23:02:18,923 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 21/131 +[2025-03-24 23:02:18,952 INFO 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Test: 37/78-scene0086_00, Batch: 32/131 +[2025-03-24 23:02:19,278 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 33/131 +[2025-03-24 23:02:19,307 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 34/131 +[2025-03-24 23:02:19,336 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 35/131 +[2025-03-24 23:02:19,366 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 36/131 +[2025-03-24 23:02:19,394 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 37/131 +[2025-03-24 23:02:19,422 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 38/131 +[2025-03-24 23:02:19,451 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 39/131 +[2025-03-24 23:02:19,480 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 40/131 +[2025-03-24 23:02:19,509 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 41/131 +[2025-03-24 23:02:19,538 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, 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line 201 2330458] Test: 37/78-scene0086_00, Batch: 104/131 +[2025-03-24 23:02:21,439 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 105/131 +[2025-03-24 23:02:21,469 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 106/131 +[2025-03-24 23:02:21,499 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 107/131 +[2025-03-24 23:02:21,529 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 108/131 +[2025-03-24 23:02:21,560 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 109/131 +[2025-03-24 23:02:21,590 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 110/131 +[2025-03-24 23:02:21,619 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 111/131 +[2025-03-24 23:02:21,649 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 112/131 +[2025-03-24 23:02:21,679 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 113/131 +[2025-03-24 23:02:21,710 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 114/131 +[2025-03-24 23:02:21,739 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 115/131 +[2025-03-24 23:02:21,770 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 116/131 +[2025-03-24 23:02:21,807 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 117/131 +[2025-03-24 23:02:21,836 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 118/131 +[2025-03-24 23:02:21,865 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 119/131 +[2025-03-24 23:02:21,894 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 120/131 +[2025-03-24 23:02:21,923 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 121/131 +[2025-03-24 23:02:21,962 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 122/131 +[2025-03-24 23:02:21,991 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 123/131 +[2025-03-24 23:02:22,020 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 124/131 +[2025-03-24 23:02:22,050 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 125/131 +[2025-03-24 23:02:22,079 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 126/131 +[2025-03-24 23:02:22,108 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 127/131 +[2025-03-24 23:02:22,139 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 128/131 +[2025-03-24 23:02:22,168 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 129/131 +[2025-03-24 23:02:22,195 INFO test.py line 201 2330458] Test: 37/78-scene0086_00, Batch: 130/131 +[2025-03-24 23:02:22,339 INFO test.py line 291 2330458] Test: scene0086_00 [37/78]-124572 Batch 4.135 (4.357) Accuracy 0.7531 (0.4084) mIoU 0.1703 (0.2987) +[2025-03-24 23:02:22,386 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 0/113 +[2025-03-24 23:02:22,416 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 1/113 +[2025-03-24 23:02:22,446 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 2/113 +[2025-03-24 23:02:22,483 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 3/113 +[2025-03-24 23:02:22,525 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 4/113 +[2025-03-24 23:02:22,566 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 5/113 +[2025-03-24 23:02:22,610 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 6/113 +[2025-03-24 23:02:22,650 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 7/113 +[2025-03-24 23:02:22,687 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 8/113 +[2025-03-24 23:02:22,725 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 9/113 +[2025-03-24 23:02:22,763 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 10/113 +[2025-03-24 23:02:22,801 INFO test.py line 201 2330458] Test: 38/78-scene0196_00, Batch: 11/113 +[2025-03-24 23:02:22,842 INFO test.py line 201 2330458] Test: 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2330458] Test: 39/78-scene0050_00, Batch: 0/129 +[2025-03-24 23:02:26,075 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 1/129 +[2025-03-24 23:02:26,113 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 2/129 +[2025-03-24 23:02:26,150 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 3/129 +[2025-03-24 23:02:26,187 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 4/129 +[2025-03-24 23:02:26,224 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 5/129 +[2025-03-24 23:02:26,260 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 6/129 +[2025-03-24 23:02:26,296 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 7/129 +[2025-03-24 23:02:26,332 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 8/129 +[2025-03-24 23:02:26,369 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 9/129 +[2025-03-24 23:02:26,406 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, 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23:02:29,547 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 103/129 +[2025-03-24 23:02:29,580 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 104/129 +[2025-03-24 23:02:29,613 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 105/129 +[2025-03-24 23:02:29,647 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 106/129 +[2025-03-24 23:02:29,680 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 107/129 +[2025-03-24 23:02:29,713 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 108/129 +[2025-03-24 23:02:29,746 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 109/129 +[2025-03-24 23:02:29,780 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 110/129 +[2025-03-24 23:02:29,813 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 111/129 +[2025-03-24 23:02:29,846 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 112/129 +[2025-03-24 23:02:29,879 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 113/129 +[2025-03-24 23:02:29,915 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 114/129 +[2025-03-24 23:02:29,949 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 115/129 +[2025-03-24 23:02:29,984 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 116/129 +[2025-03-24 23:02:30,017 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 117/129 +[2025-03-24 23:02:30,051 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 118/129 +[2025-03-24 23:02:30,085 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 119/129 +[2025-03-24 23:02:30,123 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 120/129 +[2025-03-24 23:02:30,156 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 121/129 +[2025-03-24 23:02:30,190 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 122/129 +[2025-03-24 23:02:30,230 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 123/129 +[2025-03-24 23:02:30,269 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 124/129 +[2025-03-24 23:02:30,314 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 125/129 +[2025-03-24 23:02:30,358 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-03-24 23:02:30,399 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-03-24 23:02:30,437 INFO test.py line 201 2330458] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-03-24 23:02:30,683 INFO test.py line 291 2330458] Test: scene0050_00 [39/78]-211406 Batch 4.691 (4.347) Accuracy 0.6033 (0.4038) mIoU 0.1813 (0.2944) +[2025-03-24 23:02:30,738 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-03-24 23:02:30,786 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-03-24 23:02:31,003 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-03-24 23:02:31,081 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-03-24 23:02:31,136 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-03-24 23:02:31,180 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 5/138 +[2025-03-24 23:02:31,223 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 6/138 +[2025-03-24 23:02:31,264 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 7/138 +[2025-03-24 23:02:31,306 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 8/138 +[2025-03-24 23:02:31,359 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 9/138 +[2025-03-24 23:02:31,401 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 10/138 +[2025-03-24 23:02:31,444 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 11/138 +[2025-03-24 23:02:31,486 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 12/138 +[2025-03-24 23:02:31,547 INFO test.py line 201 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Batch: 115/138 +[2025-03-24 23:02:36,070 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 116/138 +[2025-03-24 23:02:36,113 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 117/138 +[2025-03-24 23:02:36,156 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 118/138 +[2025-03-24 23:02:36,198 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 119/138 +[2025-03-24 23:02:36,241 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 120/138 +[2025-03-24 23:02:36,284 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 121/138 +[2025-03-24 23:02:36,326 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 122/138 +[2025-03-24 23:02:36,369 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 123/138 +[2025-03-24 23:02:36,412 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 124/138 +[2025-03-24 23:02:36,455 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 125/138 +[2025-03-24 23:02:36,506 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 126/138 +[2025-03-24 23:02:36,550 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 127/138 +[2025-03-24 23:02:36,590 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 128/138 +[2025-03-24 23:02:36,630 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 129/138 +[2025-03-24 23:02:36,671 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 130/138 +[2025-03-24 23:02:36,711 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 131/138 +[2025-03-24 23:02:36,751 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 132/138 +[2025-03-24 23:02:36,792 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 133/138 +[2025-03-24 23:02:36,832 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 134/138 +[2025-03-24 23:02:36,872 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 135/138 +[2025-03-24 23:02:36,913 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 136/138 +[2025-03-24 23:02:36,953 INFO test.py line 201 2330458] Test: 40/78-scene0616_00, Batch: 137/138 +[2025-03-24 23:02:37,304 INFO test.py line 291 2330458] Test: scene0616_00 [40/78]-310248 Batch 6.620 (4.404) Accuracy 0.7203 (0.3963) mIoU 0.2720 (0.2881) +[2025-03-24 23:02:37,360 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-03-24 23:02:37,399 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-03-24 23:02:37,441 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-03-24 23:02:37,482 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 3/142 +[2025-03-24 23:02:37,515 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 4/142 +[2025-03-24 23:02:37,547 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 5/142 +[2025-03-24 23:02:37,579 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, 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23:02:37,931 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 17/142 +[2025-03-24 23:02:37,973 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 18/142 +[2025-03-24 23:02:38,012 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 19/142 +[2025-03-24 23:02:38,050 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 20/142 +[2025-03-24 23:02:38,088 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 21/142 +[2025-03-24 23:02:38,128 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 22/142 +[2025-03-24 23:02:38,166 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 23/142 +[2025-03-24 23:02:38,204 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 24/142 +[2025-03-24 23:02:38,247 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 25/142 +[2025-03-24 23:02:38,285 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 26/142 +[2025-03-24 23:02:38,322 INFO test.py line 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23:02:40,740 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 99/142 +[2025-03-24 23:02:40,777 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 100/142 +[2025-03-24 23:02:40,818 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 101/142 +[2025-03-24 23:02:40,854 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 102/142 +[2025-03-24 23:02:40,890 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 103/142 +[2025-03-24 23:02:40,934 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 104/142 +[2025-03-24 23:02:40,970 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 105/142 +[2025-03-24 23:02:41,006 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 106/142 +[2025-03-24 23:02:41,041 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 107/142 +[2025-03-24 23:02:41,078 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 108/142 +[2025-03-24 23:02:41,115 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 109/142 +[2025-03-24 23:02:41,151 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 110/142 +[2025-03-24 23:02:41,186 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 111/142 +[2025-03-24 23:02:41,222 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 112/142 +[2025-03-24 23:02:41,258 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 113/142 +[2025-03-24 23:02:41,293 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 114/142 +[2025-03-24 23:02:41,328 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 115/142 +[2025-03-24 23:02:41,364 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 116/142 +[2025-03-24 23:02:41,401 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 117/142 +[2025-03-24 23:02:41,436 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 118/142 +[2025-03-24 23:02:41,473 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 119/142 +[2025-03-24 23:02:41,509 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 120/142 +[2025-03-24 23:02:41,544 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 121/142 +[2025-03-24 23:02:41,579 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 122/142 +[2025-03-24 23:02:41,615 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 123/142 +[2025-03-24 23:02:41,652 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 124/142 +[2025-03-24 23:02:41,687 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 125/142 +[2025-03-24 23:02:41,723 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 126/142 +[2025-03-24 23:02:41,761 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 127/142 +[2025-03-24 23:02:41,796 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 128/142 +[2025-03-24 23:02:41,832 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 129/142 +[2025-03-24 23:02:41,867 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 130/142 +[2025-03-24 23:02:41,903 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 131/142 +[2025-03-24 23:02:41,938 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 132/142 +[2025-03-24 23:02:41,973 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 133/142 +[2025-03-24 23:02:42,010 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 134/142 +[2025-03-24 23:02:42,045 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 135/142 +[2025-03-24 23:02:42,080 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 136/142 +[2025-03-24 23:02:42,120 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 137/142 +[2025-03-24 23:02:42,155 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 138/142 +[2025-03-24 23:02:42,191 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 139/142 +[2025-03-24 23:02:42,227 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 140/142 +[2025-03-24 23:02:42,262 INFO test.py line 201 2330458] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-03-24 23:02:42,507 INFO test.py line 291 2330458] Test: scene0095_00 [41/78]-214895 Batch 5.202 (4.423) Accuracy 0.8387 (0.3955) mIoU 0.2310 (0.2879) +[2025-03-24 23:02:42,541 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-03-24 23:02:42,567 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 1/139 +[2025-03-24 23:02:42,592 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 2/139 +[2025-03-24 23:02:42,619 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 3/139 +[2025-03-24 23:02:42,645 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 4/139 +[2025-03-24 23:02:42,672 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 5/139 +[2025-03-24 23:02:42,697 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 6/139 +[2025-03-24 23:02:42,723 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 7/139 +[2025-03-24 23:02:42,749 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 8/139 +[2025-03-24 23:02:42,774 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 9/139 +[2025-03-24 23:02:42,800 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 10/139 +[2025-03-24 23:02:42,826 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 11/139 +[2025-03-24 23:02:42,850 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 12/139 +[2025-03-24 23:02:42,876 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 13/139 +[2025-03-24 23:02:42,901 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 14/139 +[2025-03-24 23:02:42,927 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 15/139 +[2025-03-24 23:02:42,952 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 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23:02:43,232 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 27/139 +[2025-03-24 23:02:43,255 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 28/139 +[2025-03-24 23:02:43,282 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 29/139 +[2025-03-24 23:02:43,307 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 30/139 +[2025-03-24 23:02:43,332 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 31/139 +[2025-03-24 23:02:43,357 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 32/139 +[2025-03-24 23:02:43,381 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 33/139 +[2025-03-24 23:02:43,407 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 34/139 +[2025-03-24 23:02:43,430 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 35/139 +[2025-03-24 23:02:43,456 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 36/139 +[2025-03-24 23:02:43,480 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 37/139 +[2025-03-24 23:02:43,505 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 38/139 +[2025-03-24 23:02:43,528 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 39/139 +[2025-03-24 23:02:43,554 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 40/139 +[2025-03-24 23:02:43,581 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 41/139 +[2025-03-24 23:02:43,608 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 42/139 +[2025-03-24 23:02:43,632 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 43/139 +[2025-03-24 23:02:43,657 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 44/139 +[2025-03-24 23:02:43,681 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 45/139 +[2025-03-24 23:02:43,707 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 46/139 +[2025-03-24 23:02:43,731 INFO test.py line 201 2330458] Test: 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23:02:44,218 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 68/139 +[2025-03-24 23:02:44,242 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 69/139 +[2025-03-24 23:02:44,266 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 70/139 +[2025-03-24 23:02:44,298 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 71/139 +[2025-03-24 23:02:44,331 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 72/139 +[2025-03-24 23:02:44,355 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 73/139 +[2025-03-24 23:02:44,380 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 74/139 +[2025-03-24 23:02:44,399 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 75/139 +[2025-03-24 23:02:44,417 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 76/139 +[2025-03-24 23:02:44,436 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 77/139 +[2025-03-24 23:02:44,453 INFO test.py line 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23:02:45,015 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 109/139 +[2025-03-24 23:02:45,033 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 110/139 +[2025-03-24 23:02:45,051 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 111/139 +[2025-03-24 23:02:45,069 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 112/139 +[2025-03-24 23:02:45,087 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 113/139 +[2025-03-24 23:02:45,105 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 114/139 +[2025-03-24 23:02:45,123 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 115/139 +[2025-03-24 23:02:45,141 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 116/139 +[2025-03-24 23:02:45,159 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 117/139 +[2025-03-24 23:02:45,176 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 118/139 +[2025-03-24 23:02:45,195 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 119/139 +[2025-03-24 23:02:45,213 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 120/139 +[2025-03-24 23:02:45,230 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 121/139 +[2025-03-24 23:02:45,249 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 122/139 +[2025-03-24 23:02:45,266 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 123/139 +[2025-03-24 23:02:45,284 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 124/139 +[2025-03-24 23:02:45,303 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 125/139 +[2025-03-24 23:02:45,321 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 126/139 +[2025-03-24 23:02:45,339 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 127/139 +[2025-03-24 23:02:45,356 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 128/139 +[2025-03-24 23:02:45,374 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 129/139 +[2025-03-24 23:02:45,392 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 130/139 +[2025-03-24 23:02:45,410 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 131/139 +[2025-03-24 23:02:45,428 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 132/139 +[2025-03-24 23:02:45,445 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 133/139 +[2025-03-24 23:02:45,464 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 134/139 +[2025-03-24 23:02:45,482 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 135/139 +[2025-03-24 23:02:45,501 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 136/139 +[2025-03-24 23:02:45,519 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 137/139 +[2025-03-24 23:02:45,538 INFO test.py line 201 2330458] Test: 42/78-scene0701_01, Batch: 138/139 +[2025-03-24 23:02:45,600 INFO test.py line 291 2330458] Test: scene0701_01 [42/78]-77206 Batch 3.092 (4.392) Accuracy 0.7117 (0.3968) mIoU 0.2334 (0.2900) +[2025-03-24 23:02:45,618 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-03-24 23:02:45,634 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-03-24 23:02:45,655 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-03-24 23:02:45,671 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-03-24 23:02:45,687 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-03-24 23:02:45,703 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-03-24 23:02:45,720 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-03-24 23:02:45,736 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-03-24 23:02:45,752 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-03-24 23:02:45,768 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-03-24 23:02:45,784 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-03-24 23:02:45,800 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 11/112 +[2025-03-24 23:02:45,815 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 12/112 +[2025-03-24 23:02:45,832 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 13/112 +[2025-03-24 23:02:45,847 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 14/112 +[2025-03-24 23:02:45,864 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 15/112 +[2025-03-24 23:02:45,879 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 16/112 +[2025-03-24 23:02:45,895 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 17/112 +[2025-03-24 23:02:45,912 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 18/112 +[2025-03-24 23:02:45,928 INFO test.py line 201 2330458] Test: 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23:02:46,924 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 81/112 +[2025-03-24 23:02:46,941 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 82/112 +[2025-03-24 23:02:46,957 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 83/112 +[2025-03-24 23:02:46,973 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 84/112 +[2025-03-24 23:02:46,990 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 85/112 +[2025-03-24 23:02:47,006 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 86/112 +[2025-03-24 23:02:47,022 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 87/112 +[2025-03-24 23:02:47,038 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 88/112 +[2025-03-24 23:02:47,054 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 89/112 +[2025-03-24 23:02:47,070 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 90/112 +[2025-03-24 23:02:47,087 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 91/112 +[2025-03-24 23:02:47,103 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 92/112 +[2025-03-24 23:02:47,118 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 93/112 +[2025-03-24 23:02:47,134 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 94/112 +[2025-03-24 23:02:47,150 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 95/112 +[2025-03-24 23:02:47,166 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 96/112 +[2025-03-24 23:02:47,182 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 97/112 +[2025-03-24 23:02:47,197 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 98/112 +[2025-03-24 23:02:47,215 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 99/112 +[2025-03-24 23:02:47,231 INFO test.py line 201 2330458] Test: 43/78-scene0406_01, Batch: 100/112 +[2025-03-24 23:02:47,247 INFO test.py line 201 2330458] Test: 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Batch: 111/112 +[2025-03-24 23:02:47,452 INFO test.py line 291 2330458] Test: scene0406_01 [43/78]-45557 Batch 1.852 (4.333) Accuracy 0.6136 (0.3977) mIoU 0.2149 (0.2900) +[2025-03-24 23:02:49,594 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 0/118 +[2025-03-24 23:02:49,657 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 1/118 +[2025-03-24 23:02:49,716 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 2/118 +[2025-03-24 23:02:49,774 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 3/118 +[2025-03-24 23:02:49,835 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 4/118 +[2025-03-24 23:02:49,900 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 5/118 +[2025-03-24 23:02:49,981 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 6/118 +[2025-03-24 23:02:50,033 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 7/118 +[2025-03-24 23:02:50,085 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 8/118 +[2025-03-24 23:02:50,136 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 9/118 +[2025-03-24 23:02:50,187 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 10/118 +[2025-03-24 23:02:50,243 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 11/118 +[2025-03-24 23:02:50,295 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 12/118 +[2025-03-24 23:02:50,347 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 13/118 +[2025-03-24 23:02:50,398 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 14/118 +[2025-03-24 23:02:50,458 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 15/118 +[2025-03-24 23:02:50,525 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 16/118 +[2025-03-24 23:02:50,593 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 17/118 +[2025-03-24 23:02:50,661 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 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23:02:55,614 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-03-24 23:02:55,663 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 112/118 +[2025-03-24 23:02:55,713 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 113/118 +[2025-03-24 23:02:55,763 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 114/118 +[2025-03-24 23:02:55,812 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 115/118 +[2025-03-24 23:02:55,861 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 116/118 +[2025-03-24 23:02:55,910 INFO test.py line 201 2330458] Test: 44/78-scene0329_01, Batch: 117/118 +[2025-03-24 23:02:56,359 INFO test.py line 291 2330458] Test: scene0329_01 [44/78]-368473 Batch 6.843 (4.390) Accuracy 0.8738 (0.3969) mIoU 0.2702 (0.2905) +[2025-03-24 23:02:56,385 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 0/104 +[2025-03-24 23:02:56,407 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 1/104 +[2025-03-24 23:02:56,428 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 2/104 +[2025-03-24 23:02:56,450 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-03-24 23:02:56,473 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-03-24 23:02:56,494 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-03-24 23:02:56,519 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-03-24 23:02:56,541 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-03-24 23:02:56,565 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-03-24 23:02:56,586 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-03-24 23:02:56,608 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-03-24 23:02:56,629 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-03-24 23:02:56,652 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-03-24 23:02:56,673 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 13/104 +[2025-03-24 23:02:56,693 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 14/104 +[2025-03-24 23:02:56,715 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 15/104 +[2025-03-24 23:02:56,737 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 16/104 +[2025-03-24 23:02:56,758 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 17/104 +[2025-03-24 23:02:56,780 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 18/104 +[2025-03-24 23:02:56,802 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 19/104 +[2025-03-24 23:02:56,822 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 20/104 +[2025-03-24 23:02:56,845 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 21/104 +[2025-03-24 23:02:56,867 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 22/104 +[2025-03-24 23:02:56,887 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 23/104 +[2025-03-24 23:02:56,909 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 24/104 +[2025-03-24 23:02:56,931 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 25/104 +[2025-03-24 23:02:56,952 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 26/104 +[2025-03-24 23:02:56,974 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 27/104 +[2025-03-24 23:02:56,995 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 28/104 +[2025-03-24 23:02:57,016 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 29/104 +[2025-03-24 23:02:57,038 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 30/104 +[2025-03-24 23:02:57,060 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 31/104 +[2025-03-24 23:02:57,081 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 32/104 +[2025-03-24 23:02:57,102 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 33/104 +[2025-03-24 23:02:57,122 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 34/104 +[2025-03-24 23:02:57,142 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 35/104 +[2025-03-24 23:02:57,164 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 36/104 +[2025-03-24 23:02:57,188 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 37/104 +[2025-03-24 23:02:57,208 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 38/104 +[2025-03-24 23:02:57,229 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 39/104 +[2025-03-24 23:02:57,249 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 40/104 +[2025-03-24 23:02:57,269 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 41/104 +[2025-03-24 23:02:57,290 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 42/104 +[2025-03-24 23:02:57,311 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 43/104 +[2025-03-24 23:02:57,331 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 44/104 +[2025-03-24 23:02:57,353 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 45/104 +[2025-03-24 23:02:57,373 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 46/104 +[2025-03-24 23:02:57,400 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 47/104 +[2025-03-24 23:02:57,421 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 48/104 +[2025-03-24 23:02:57,442 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 49/104 +[2025-03-24 23:02:57,465 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 50/104 +[2025-03-24 23:02:57,487 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 51/104 +[2025-03-24 23:02:57,509 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 52/104 +[2025-03-24 23:02:57,532 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 53/104 +[2025-03-24 23:02:57,556 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 54/104 +[2025-03-24 23:02:57,579 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 55/104 +[2025-03-24 23:02:57,602 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 56/104 +[2025-03-24 23:02:57,626 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 57/104 +[2025-03-24 23:02:57,648 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 58/104 +[2025-03-24 23:02:57,672 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 59/104 +[2025-03-24 23:02:57,696 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 60/104 +[2025-03-24 23:02:57,720 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 61/104 +[2025-03-24 23:02:57,742 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 62/104 +[2025-03-24 23:02:57,765 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 63/104 +[2025-03-24 23:02:57,789 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 64/104 +[2025-03-24 23:02:57,812 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 65/104 +[2025-03-24 23:02:57,836 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 66/104 +[2025-03-24 23:02:57,859 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 67/104 +[2025-03-24 23:02:57,882 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 68/104 +[2025-03-24 23:02:57,912 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 69/104 +[2025-03-24 23:02:57,936 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 70/104 +[2025-03-24 23:02:57,960 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 71/104 +[2025-03-24 23:02:57,984 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 72/104 +[2025-03-24 23:02:58,008 INFO test.py line 201 2330458] Test: 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23:02:58,507 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 94/104 +[2025-03-24 23:02:58,531 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 95/104 +[2025-03-24 23:02:58,555 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 96/104 +[2025-03-24 23:02:58,599 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 97/104 +[2025-03-24 23:02:58,638 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 98/104 +[2025-03-24 23:02:58,673 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 99/104 +[2025-03-24 23:02:58,718 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 100/104 +[2025-03-24 23:02:58,753 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-03-24 23:02:58,788 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-03-24 23:02:58,822 INFO test.py line 201 2330458] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-03-24 23:02:58,885 INFO test.py line 291 2330458] Test: scene0100_01 [45/78]-51211 Batch 2.526 (4.348) Accuracy 0.6690 (0.3980) mIoU 0.1489 (0.2907) +[2025-03-24 23:02:58,927 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-03-24 23:02:58,960 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-03-24 23:02:58,994 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-03-24 23:02:59,029 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-03-24 23:02:59,064 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-03-24 23:02:59,100 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-03-24 23:02:59,149 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-03-24 23:02:59,205 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-03-24 23:02:59,264 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-03-24 23:02:59,331 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-03-24 23:02:59,387 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-03-24 23:02:59,422 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 11/127 +[2025-03-24 23:02:59,453 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 12/127 +[2025-03-24 23:02:59,478 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 13/127 +[2025-03-24 23:02:59,502 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 14/127 +[2025-03-24 23:02:59,527 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 15/127 +[2025-03-24 23:02:59,551 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 16/127 +[2025-03-24 23:02:59,576 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 17/127 +[2025-03-24 23:02:59,600 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 18/127 +[2025-03-24 23:02:59,625 INFO test.py line 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line 201 2330458] Test: 46/78-scene0664_02, Batch: 101/127 +[2025-03-24 23:03:01,641 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 102/127 +[2025-03-24 23:03:01,664 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 103/127 +[2025-03-24 23:03:01,687 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 104/127 +[2025-03-24 23:03:01,709 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 105/127 +[2025-03-24 23:03:01,731 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 106/127 +[2025-03-24 23:03:01,756 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 107/127 +[2025-03-24 23:03:01,779 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 108/127 +[2025-03-24 23:03:01,802 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 109/127 +[2025-03-24 23:03:01,823 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 110/127 +[2025-03-24 23:03:01,846 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 111/127 +[2025-03-24 23:03:01,869 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 112/127 +[2025-03-24 23:03:01,892 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 113/127 +[2025-03-24 23:03:01,914 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 114/127 +[2025-03-24 23:03:01,938 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 115/127 +[2025-03-24 23:03:01,962 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 116/127 +[2025-03-24 23:03:01,985 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 117/127 +[2025-03-24 23:03:02,009 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 118/127 +[2025-03-24 23:03:02,033 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 119/127 +[2025-03-24 23:03:02,055 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 120/127 +[2025-03-24 23:03:02,079 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 121/127 +[2025-03-24 23:03:02,127 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 122/127 +[2025-03-24 23:03:02,169 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 123/127 +[2025-03-24 23:03:02,210 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 124/127 +[2025-03-24 23:03:02,254 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 125/127 +[2025-03-24 23:03:02,296 INFO test.py line 201 2330458] Test: 46/78-scene0664_02, Batch: 126/127 +[2025-03-24 23:03:02,352 INFO test.py line 291 2330458] Test: scene0664_02 [46/78]-46804 Batch 3.467 (4.329) Accuracy 0.6312 (0.3969) mIoU 0.2047 (0.2911) +[2025-03-24 23:03:02,400 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 0/126 +[2025-03-24 23:03:02,436 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 1/126 +[2025-03-24 23:03:02,473 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 2/126 +[2025-03-24 23:03:02,515 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 3/126 +[2025-03-24 23:03:02,559 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 4/126 +[2025-03-24 23:03:02,606 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 5/126 +[2025-03-24 23:03:02,648 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 6/126 +[2025-03-24 23:03:02,694 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 7/126 +[2025-03-24 23:03:02,738 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 8/126 +[2025-03-24 23:03:02,794 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 9/126 +[2025-03-24 23:03:02,855 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 10/126 +[2025-03-24 23:03:02,929 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 11/126 +[2025-03-24 23:03:02,975 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 12/126 +[2025-03-24 23:03:03,022 INFO test.py line 201 2330458] Test: 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Batch: 105/126 +[2025-03-24 23:03:05,610 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 106/126 +[2025-03-24 23:03:05,647 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 107/126 +[2025-03-24 23:03:05,683 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 108/126 +[2025-03-24 23:03:05,718 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 109/126 +[2025-03-24 23:03:05,756 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 110/126 +[2025-03-24 23:03:05,792 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 111/126 +[2025-03-24 23:03:05,826 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 112/126 +[2025-03-24 23:03:05,860 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 113/126 +[2025-03-24 23:03:05,896 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 114/126 +[2025-03-24 23:03:05,931 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 115/126 +[2025-03-24 23:03:05,965 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 116/126 +[2025-03-24 23:03:05,997 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 117/126 +[2025-03-24 23:03:06,029 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 118/126 +[2025-03-24 23:03:06,072 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 119/126 +[2025-03-24 23:03:06,107 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 120/126 +[2025-03-24 23:03:06,134 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 121/126 +[2025-03-24 23:03:06,168 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 122/126 +[2025-03-24 23:03:06,195 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 123/126 +[2025-03-24 23:03:06,221 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 124/126 +[2025-03-24 23:03:06,257 INFO test.py line 201 2330458] Test: 47/78-scene0357_00, Batch: 125/126 +[2025-03-24 23:03:06,441 INFO test.py line 291 2330458] Test: scene0357_00 [47/78]-136945 Batch 4.089 (4.324) Accuracy 0.6742 (0.3939) mIoU 0.2542 (0.2904) +[2025-03-24 23:03:06,486 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 0/125 +[2025-03-24 23:03:06,520 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 1/125 +[2025-03-24 23:03:06,554 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 2/125 +[2025-03-24 23:03:06,588 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 3/125 +[2025-03-24 23:03:06,624 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 4/125 +[2025-03-24 23:03:06,657 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 5/125 +[2025-03-24 23:03:06,691 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 6/125 +[2025-03-24 23:03:06,724 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 7/125 +[2025-03-24 23:03:06,757 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, 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23:03:10,149 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 101/125 +[2025-03-24 23:03:10,182 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 102/125 +[2025-03-24 23:03:10,216 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 103/125 +[2025-03-24 23:03:10,249 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 104/125 +[2025-03-24 23:03:10,283 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 105/125 +[2025-03-24 23:03:10,317 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 106/125 +[2025-03-24 23:03:10,352 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 107/125 +[2025-03-24 23:03:10,387 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 108/125 +[2025-03-24 23:03:10,421 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 109/125 +[2025-03-24 23:03:10,455 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 110/125 +[2025-03-24 23:03:10,489 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 111/125 +[2025-03-24 23:03:10,522 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 112/125 +[2025-03-24 23:03:10,556 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 113/125 +[2025-03-24 23:03:10,590 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-03-24 23:03:10,624 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-03-24 23:03:10,657 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-03-24 23:03:10,690 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-03-24 23:03:10,722 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-03-24 23:03:10,755 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-03-24 23:03:10,788 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-03-24 23:03:10,823 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-03-24 23:03:10,858 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-03-24 23:03:10,891 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-03-24 23:03:10,923 INFO test.py line 201 2330458] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-03-24 23:03:11,130 INFO test.py line 291 2330458] Test: scene0474_00 [48/78]-182281 Batch 4.687 (4.332) Accuracy 0.7677 (0.3955) mIoU 0.2930 (0.2919) +[2025-03-24 23:03:11,169 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-03-24 23:03:11,201 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-03-24 23:03:11,234 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-03-24 23:03:11,277 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-03-24 23:03:11,308 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-03-24 23:03:11,339 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-03-24 23:03:11,371 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-03-24 23:03:11,403 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-03-24 23:03:11,434 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-03-24 23:03:11,466 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-03-24 23:03:11,499 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-03-24 23:03:11,531 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 11/134 +[2025-03-24 23:03:11,563 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 12/134 +[2025-03-24 23:03:11,595 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 13/134 +[2025-03-24 23:03:11,627 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 14/134 +[2025-03-24 23:03:11,658 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 15/134 +[2025-03-24 23:03:11,690 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 16/134 +[2025-03-24 23:03:11,723 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 17/134 +[2025-03-24 23:03:11,757 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 18/134 +[2025-03-24 23:03:11,791 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 19/134 +[2025-03-24 23:03:11,823 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 20/134 +[2025-03-24 23:03:11,856 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 21/134 +[2025-03-24 23:03:11,889 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-03-24 23:03:11,921 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-03-24 23:03:11,953 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-03-24 23:03:11,985 INFO test.py line 201 2330458] Test: 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23:03:12,662 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 46/134 +[2025-03-24 23:03:12,692 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 47/134 +[2025-03-24 23:03:12,722 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 48/134 +[2025-03-24 23:03:12,753 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 49/134 +[2025-03-24 23:03:12,784 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 50/134 +[2025-03-24 23:03:12,816 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 51/134 +[2025-03-24 23:03:12,847 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 52/134 +[2025-03-24 23:03:12,877 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 53/134 +[2025-03-24 23:03:12,908 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 54/134 +[2025-03-24 23:03:12,938 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 55/134 +[2025-03-24 23:03:12,968 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 56/134 +[2025-03-24 23:03:13,000 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 57/134 +[2025-03-24 23:03:13,031 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 58/134 +[2025-03-24 23:03:13,062 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 59/134 +[2025-03-24 23:03:13,100 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 60/134 +[2025-03-24 23:03:13,131 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 61/134 +[2025-03-24 23:03:13,162 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 62/134 +[2025-03-24 23:03:13,192 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 63/134 +[2025-03-24 23:03:13,241 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 64/134 +[2025-03-24 23:03:13,289 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 65/134 +[2025-03-24 23:03:13,338 INFO test.py line 201 2330458] Test: 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23:03:14,147 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 87/134 +[2025-03-24 23:03:14,181 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 88/134 +[2025-03-24 23:03:14,216 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 89/134 +[2025-03-24 23:03:14,248 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 90/134 +[2025-03-24 23:03:14,280 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 91/134 +[2025-03-24 23:03:14,313 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 92/134 +[2025-03-24 23:03:14,345 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 93/134 +[2025-03-24 23:03:14,378 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 94/134 +[2025-03-24 23:03:14,415 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 95/134 +[2025-03-24 23:03:14,448 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 96/134 +[2025-03-24 23:03:14,480 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 97/134 +[2025-03-24 23:03:14,512 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 98/134 +[2025-03-24 23:03:14,545 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 99/134 +[2025-03-24 23:03:14,577 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 100/134 +[2025-03-24 23:03:14,612 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 101/134 +[2025-03-24 23:03:14,645 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 102/134 +[2025-03-24 23:03:14,678 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 103/134 +[2025-03-24 23:03:14,711 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 104/134 +[2025-03-24 23:03:14,744 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 105/134 +[2025-03-24 23:03:14,776 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 106/134 +[2025-03-24 23:03:14,808 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 107/134 +[2025-03-24 23:03:14,840 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 108/134 +[2025-03-24 23:03:14,874 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 109/134 +[2025-03-24 23:03:14,906 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 110/134 +[2025-03-24 23:03:14,938 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-03-24 23:03:14,970 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-03-24 23:03:15,002 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-03-24 23:03:15,035 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-03-24 23:03:15,067 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-03-24 23:03:15,098 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-03-24 23:03:15,130 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-03-24 23:03:15,163 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-03-24 23:03:15,195 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-03-24 23:03:15,227 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-03-24 23:03:15,260 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-03-24 23:03:15,293 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-03-24 23:03:15,324 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-03-24 23:03:15,355 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-03-24 23:03:15,386 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-03-24 23:03:15,417 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-03-24 23:03:15,449 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-03-24 23:03:15,492 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-03-24 23:03:15,523 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-03-24 23:03:15,554 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-03-24 23:03:15,589 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-03-24 23:03:15,620 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-03-24 23:03:15,651 INFO test.py line 201 2330458] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-03-24 23:03:15,842 INFO test.py line 291 2330458] Test: scene0300_01 [49/78]-173223 Batch 4.712 (4.339) Accuracy 0.6608 (0.3942) mIoU 0.1741 (0.2910) +[2025-03-24 23:03:15,876 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-03-24 23:03:15,906 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-03-24 23:03:15,934 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:03:16,252 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-03-24 23:03:16,280 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-03-24 23:03:16,309 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-03-24 23:03:16,338 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 16/138 +[2025-03-24 23:03:16,367 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 17/138 +[2025-03-24 23:03:16,395 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 18/138 +[2025-03-24 23:03:16,424 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 19/138 +[2025-03-24 23:03:16,453 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 20/138 +[2025-03-24 23:03:16,481 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 21/138 +[2025-03-24 23:03:16,509 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 22/138 +[2025-03-24 23:03:16,536 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 23/138 +[2025-03-24 23:03:16,565 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 24/138 +[2025-03-24 23:03:16,593 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 25/138 +[2025-03-24 23:03:16,620 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 26/138 +[2025-03-24 23:03:16,649 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 27/138 +[2025-03-24 23:03:16,676 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 28/138 +[2025-03-24 23:03:16,707 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 29/138 +[2025-03-24 23:03:16,735 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 30/138 +[2025-03-24 23:03:16,763 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 31/138 +[2025-03-24 23:03:16,792 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 32/138 +[2025-03-24 23:03:16,822 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 33/138 +[2025-03-24 23:03:16,850 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 34/138 +[2025-03-24 23:03:16,878 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 35/138 +[2025-03-24 23:03:16,907 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 36/138 +[2025-03-24 23:03:16,944 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 37/138 +[2025-03-24 23:03:16,973 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 38/138 +[2025-03-24 23:03:17,000 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 39/138 +[2025-03-24 23:03:17,027 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 40/138 +[2025-03-24 23:03:17,054 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 41/138 +[2025-03-24 23:03:17,081 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 42/138 +[2025-03-24 23:03:17,109 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 43/138 +[2025-03-24 23:03:17,136 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 44/138 +[2025-03-24 23:03:17,164 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 45/138 +[2025-03-24 23:03:17,191 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 46/138 +[2025-03-24 23:03:17,218 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 47/138 +[2025-03-24 23:03:17,245 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 48/138 +[2025-03-24 23:03:17,273 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 49/138 +[2025-03-24 23:03:17,302 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 50/138 +[2025-03-24 23:03:17,328 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 51/138 +[2025-03-24 23:03:17,366 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 52/138 +[2025-03-24 23:03:17,394 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 53/138 +[2025-03-24 23:03:17,421 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 54/138 +[2025-03-24 23:03:17,448 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 55/138 +[2025-03-24 23:03:17,476 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 56/138 +[2025-03-24 23:03:17,504 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 57/138 +[2025-03-24 23:03:17,533 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 58/138 +[2025-03-24 23:03:17,560 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 59/138 +[2025-03-24 23:03:17,590 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 60/138 +[2025-03-24 23:03:17,617 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 61/138 +[2025-03-24 23:03:17,644 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 62/138 +[2025-03-24 23:03:17,672 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 63/138 +[2025-03-24 23:03:17,700 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 64/138 +[2025-03-24 23:03:17,728 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 65/138 +[2025-03-24 23:03:17,756 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 66/138 +[2025-03-24 23:03:17,783 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 67/138 +[2025-03-24 23:03:17,811 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 68/138 +[2025-03-24 23:03:17,838 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 69/138 +[2025-03-24 23:03:17,867 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 70/138 +[2025-03-24 23:03:17,893 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 71/138 +[2025-03-24 23:03:17,921 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 72/138 +[2025-03-24 23:03:17,948 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 73/138 +[2025-03-24 23:03:17,974 INFO test.py line 201 2330458] Test: 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23:03:18,578 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 95/138 +[2025-03-24 23:03:18,608 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 96/138 +[2025-03-24 23:03:18,638 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 97/138 +[2025-03-24 23:03:18,667 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 98/138 +[2025-03-24 23:03:18,697 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 99/138 +[2025-03-24 23:03:18,727 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 100/138 +[2025-03-24 23:03:18,757 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 101/138 +[2025-03-24 23:03:18,787 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 102/138 +[2025-03-24 23:03:18,818 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 103/138 +[2025-03-24 23:03:18,848 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 104/138 +[2025-03-24 23:03:18,877 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 105/138 +[2025-03-24 23:03:18,907 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 106/138 +[2025-03-24 23:03:18,938 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 107/138 +[2025-03-24 23:03:18,967 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 108/138 +[2025-03-24 23:03:18,997 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 109/138 +[2025-03-24 23:03:19,026 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 110/138 +[2025-03-24 23:03:19,055 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-03-24 23:03:19,084 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-03-24 23:03:19,112 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-03-24 23:03:19,143 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-03-24 23:03:19,172 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-03-24 23:03:19,200 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-03-24 23:03:19,233 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-03-24 23:03:19,263 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-03-24 23:03:19,293 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-03-24 23:03:19,322 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-03-24 23:03:19,353 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-03-24 23:03:19,384 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-03-24 23:03:19,412 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-03-24 23:03:19,440 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-03-24 23:03:19,469 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-03-24 23:03:19,498 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-03-24 23:03:19,526 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-03-24 23:03:19,555 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 128/138 +[2025-03-24 23:03:19,584 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 129/138 +[2025-03-24 23:03:19,611 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 130/138 +[2025-03-24 23:03:19,638 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 131/138 +[2025-03-24 23:03:19,667 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 132/138 +[2025-03-24 23:03:19,694 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 133/138 +[2025-03-24 23:03:19,722 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 134/138 +[2025-03-24 23:03:19,750 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 135/138 +[2025-03-24 23:03:19,779 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 136/138 +[2025-03-24 23:03:19,807 INFO test.py line 201 2330458] Test: 50/78-scene0426_03, Batch: 137/138 +[2025-03-24 23:03:19,950 INFO test.py line 291 2330458] Test: scene0426_03 [50/78]-126181 Batch 4.107 (4.335) Accuracy 0.7277 (0.3953) mIoU 0.2383 (0.2918) +[2025-03-24 23:03:19,992 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-03-24 23:03:20,044 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 1/121 +[2025-03-24 23:03:20,086 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 2/121 +[2025-03-24 23:03:20,128 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 3/121 +[2025-03-24 23:03:20,170 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 4/121 +[2025-03-24 23:03:20,213 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 5/121 +[2025-03-24 23:03:20,248 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 6/121 +[2025-03-24 23:03:20,290 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 7/121 +[2025-03-24 23:03:20,326 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 8/121 +[2025-03-24 23:03:20,364 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 9/121 +[2025-03-24 23:03:20,399 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 10/121 +[2025-03-24 23:03:20,434 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 11/121 +[2025-03-24 23:03:20,492 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-03-24 23:03:20,526 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-03-24 23:03:20,560 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 14/121 +[2025-03-24 23:03:20,594 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 15/121 +[2025-03-24 23:03:20,629 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 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23:03:23,645 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 109/121 +[2025-03-24 23:03:23,673 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 110/121 +[2025-03-24 23:03:23,700 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 111/121 +[2025-03-24 23:03:23,726 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-03-24 23:03:23,753 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-03-24 23:03:23,782 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-03-24 23:03:23,810 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-03-24 23:03:23,838 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-03-24 23:03:23,865 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-03-24 23:03:23,892 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 118/121 +[2025-03-24 23:03:23,919 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 119/121 +[2025-03-24 23:03:23,947 INFO test.py line 201 2330458] Test: 51/78-scene0256_00, Batch: 120/121 +[2025-03-24 23:03:24,073 INFO test.py line 291 2330458] Test: scene0256_00 [51/78]-108517 Batch 4.123 (4.331) Accuracy 0.6108 (0.3941) mIoU 0.1765 (0.2939) +[2025-03-24 23:03:24,116 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 0/139 +[2025-03-24 23:03:24,152 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 1/139 +[2025-03-24 23:03:24,186 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 2/139 +[2025-03-24 23:03:24,222 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 3/139 +[2025-03-24 23:03:24,257 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 4/139 +[2025-03-24 23:03:24,292 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 5/139 +[2025-03-24 23:03:24,326 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 6/139 +[2025-03-24 23:03:24,360 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 7/139 +[2025-03-24 23:03:24,395 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 8/139 +[2025-03-24 23:03:24,430 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 9/139 +[2025-03-24 23:03:24,465 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 10/139 +[2025-03-24 23:03:24,499 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 11/139 +[2025-03-24 23:03:24,534 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 12/139 +[2025-03-24 23:03:24,568 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 13/139 +[2025-03-24 23:03:24,602 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 14/139 +[2025-03-24 23:03:24,636 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 15/139 +[2025-03-24 23:03:24,669 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 16/139 +[2025-03-24 23:03:24,703 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 17/139 +[2025-03-24 23:03:24,737 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 18/139 +[2025-03-24 23:03:24,771 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 19/139 +[2025-03-24 23:03:24,806 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 20/139 +[2025-03-24 23:03:24,841 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 21/139 +[2025-03-24 23:03:24,874 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 22/139 +[2025-03-24 23:03:24,907 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 23/139 +[2025-03-24 23:03:24,941 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 24/139 +[2025-03-24 23:03:24,975 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 25/139 +[2025-03-24 23:03:25,009 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 26/139 +[2025-03-24 23:03:25,043 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 27/139 +[2025-03-24 23:03:25,077 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 28/139 +[2025-03-24 23:03:25,111 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 29/139 +[2025-03-24 23:03:25,144 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 30/139 +[2025-03-24 23:03:25,179 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 31/139 +[2025-03-24 23:03:25,212 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 32/139 +[2025-03-24 23:03:25,246 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 33/139 +[2025-03-24 23:03:25,279 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 34/139 +[2025-03-24 23:03:25,313 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 35/139 +[2025-03-24 23:03:25,346 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 36/139 +[2025-03-24 23:03:25,380 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 37/139 +[2025-03-24 23:03:25,414 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 38/139 +[2025-03-24 23:03:25,449 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 39/139 +[2025-03-24 23:03:25,493 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 40/139 +[2025-03-24 23:03:25,526 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 41/139 +[2025-03-24 23:03:25,559 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 42/139 +[2025-03-24 23:03:25,590 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 43/139 +[2025-03-24 23:03:25,620 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 44/139 +[2025-03-24 23:03:25,650 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 45/139 +[2025-03-24 23:03:25,680 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 46/139 +[2025-03-24 23:03:25,710 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 47/139 +[2025-03-24 23:03:25,740 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 48/139 +[2025-03-24 23:03:25,769 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 49/139 +[2025-03-24 23:03:25,808 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 50/139 +[2025-03-24 23:03:25,838 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 51/139 +[2025-03-24 23:03:25,868 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 52/139 +[2025-03-24 23:03:25,898 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 53/139 +[2025-03-24 23:03:25,929 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 54/139 +[2025-03-24 23:03:25,960 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 55/139 +[2025-03-24 23:03:25,990 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 56/139 +[2025-03-24 23:03:26,021 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 57/139 +[2025-03-24 23:03:26,052 INFO test.py line 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23:03:27,007 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 89/139 +[2025-03-24 23:03:27,038 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 90/139 +[2025-03-24 23:03:27,070 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 91/139 +[2025-03-24 23:03:27,102 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 92/139 +[2025-03-24 23:03:27,134 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 93/139 +[2025-03-24 23:03:27,169 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 94/139 +[2025-03-24 23:03:27,200 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 95/139 +[2025-03-24 23:03:27,231 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 96/139 +[2025-03-24 23:03:27,263 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 97/139 +[2025-03-24 23:03:27,294 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 98/139 +[2025-03-24 23:03:27,326 INFO test.py line 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Batch: 119/139 +[2025-03-24 23:03:28,227 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 120/139 +[2025-03-24 23:03:28,264 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 121/139 +[2025-03-24 23:03:28,296 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 122/139 +[2025-03-24 23:03:28,328 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 123/139 +[2025-03-24 23:03:28,361 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 124/139 +[2025-03-24 23:03:28,393 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 125/139 +[2025-03-24 23:03:28,509 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 126/139 +[2025-03-24 23:03:28,549 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 127/139 +[2025-03-24 23:03:28,585 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 128/139 +[2025-03-24 23:03:28,617 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 129/139 +[2025-03-24 23:03:28,651 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 130/139 +[2025-03-24 23:03:28,686 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 131/139 +[2025-03-24 23:03:28,720 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 132/139 +[2025-03-24 23:03:28,754 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 133/139 +[2025-03-24 23:03:28,788 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 134/139 +[2025-03-24 23:03:28,822 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 135/139 +[2025-03-24 23:03:28,855 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 136/139 +[2025-03-24 23:03:28,888 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 137/139 +[2025-03-24 23:03:28,921 INFO test.py line 201 2330458] Test: 52/78-scene0221_00, Batch: 138/139 +[2025-03-24 23:03:29,114 INFO test.py line 291 2330458] Test: scene0221_00 [52/78]-185828 Batch 5.040 (4.344) Accuracy 0.7558 (0.3959) mIoU 0.2857 (0.2960) +[2025-03-24 23:03:29,144 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 0/155 +[2025-03-24 23:03:29,167 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 1/155 +[2025-03-24 23:03:29,191 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 2/155 +[2025-03-24 23:03:29,214 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 3/155 +[2025-03-24 23:03:29,236 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 4/155 +[2025-03-24 23:03:29,259 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 5/155 +[2025-03-24 23:03:29,282 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 6/155 +[2025-03-24 23:03:29,305 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 7/155 +[2025-03-24 23:03:29,328 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 8/155 +[2025-03-24 23:03:29,351 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 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23:03:29,622 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 20/155 +[2025-03-24 23:03:29,645 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 21/155 +[2025-03-24 23:03:29,668 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 22/155 +[2025-03-24 23:03:29,692 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 23/155 +[2025-03-24 23:03:29,714 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 24/155 +[2025-03-24 23:03:29,737 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 25/155 +[2025-03-24 23:03:29,760 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 26/155 +[2025-03-24 23:03:29,783 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 27/155 +[2025-03-24 23:03:29,806 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 28/155 +[2025-03-24 23:03:29,829 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 29/155 +[2025-03-24 23:03:29,851 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 30/155 +[2025-03-24 23:03:29,874 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 31/155 +[2025-03-24 23:03:29,898 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 32/155 +[2025-03-24 23:03:29,920 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 33/155 +[2025-03-24 23:03:29,943 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 34/155 +[2025-03-24 23:03:29,966 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 35/155 +[2025-03-24 23:03:29,989 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 36/155 +[2025-03-24 23:03:30,012 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 37/155 +[2025-03-24 23:03:30,036 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 38/155 +[2025-03-24 23:03:30,060 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 39/155 +[2025-03-24 23:03:30,082 INFO test.py line 201 2330458] Test: 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Batch: 142/155 +[2025-03-24 23:03:32,783 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 143/155 +[2025-03-24 23:03:32,806 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 144/155 +[2025-03-24 23:03:32,830 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 145/155 +[2025-03-24 23:03:32,852 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 146/155 +[2025-03-24 23:03:32,875 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 147/155 +[2025-03-24 23:03:32,898 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 148/155 +[2025-03-24 23:03:32,923 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 149/155 +[2025-03-24 23:03:32,948 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 150/155 +[2025-03-24 23:03:32,971 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 151/155 +[2025-03-24 23:03:32,994 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 152/155 +[2025-03-24 23:03:33,017 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 153/155 +[2025-03-24 23:03:33,040 INFO test.py line 201 2330458] Test: 53/78-scene0146_01, Batch: 154/155 +[2025-03-24 23:03:33,109 INFO test.py line 291 2330458] Test: scene0146_01 [53/78]-59330 Batch 3.994 (4.338) Accuracy 0.8099 (0.3955) mIoU 0.1573 (0.2955) +[2025-03-24 23:03:33,150 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-03-24 23:03:33,184 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 1/155 +[2025-03-24 23:03:33,215 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 2/155 +[2025-03-24 23:03:33,247 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 3/155 +[2025-03-24 23:03:33,278 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 4/155 +[2025-03-24 23:03:33,308 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 5/155 +[2025-03-24 23:03:33,341 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:03:33,697 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 17/155 +[2025-03-24 23:03:33,728 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 18/155 +[2025-03-24 23:03:33,759 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 19/155 +[2025-03-24 23:03:33,790 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 20/155 +[2025-03-24 23:03:33,828 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 21/155 +[2025-03-24 23:03:33,866 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 22/155 +[2025-03-24 23:03:33,911 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 23/155 +[2025-03-24 23:03:33,947 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 24/155 +[2025-03-24 23:03:33,983 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 25/155 +[2025-03-24 23:03:34,013 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 26/155 +[2025-03-24 23:03:34,044 INFO 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Batch: 139/155 +[2025-03-24 23:03:37,804 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 140/155 +[2025-03-24 23:03:37,834 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 141/155 +[2025-03-24 23:03:37,863 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 142/155 +[2025-03-24 23:03:37,892 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 143/155 +[2025-03-24 23:03:37,920 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 144/155 +[2025-03-24 23:03:37,948 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 145/155 +[2025-03-24 23:03:37,977 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 146/155 +[2025-03-24 23:03:38,006 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 147/155 +[2025-03-24 23:03:38,035 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 148/155 +[2025-03-24 23:03:38,065 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 149/155 +[2025-03-24 23:03:38,094 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 150/155 +[2025-03-24 23:03:38,123 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 151/155 +[2025-03-24 23:03:38,151 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 152/155 +[2025-03-24 23:03:38,180 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 153/155 +[2025-03-24 23:03:38,208 INFO test.py line 201 2330458] Test: 54/78-scene0697_03, Batch: 154/155 +[2025-03-24 23:03:38,395 INFO test.py line 291 2330458] Test: scene0697_03 [54/78]-165912 Batch 5.286 (4.355) Accuracy 0.6796 (0.3971) mIoU 0.1848 (0.2967) +[2025-03-24 23:03:38,426 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 0/126 +[2025-03-24 23:03:38,452 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 1/126 +[2025-03-24 23:03:38,478 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 2/126 +[2025-03-24 23:03:38,505 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:03:38,797 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 14/126 +[2025-03-24 23:03:38,822 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 15/126 +[2025-03-24 23:03:38,848 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 16/126 +[2025-03-24 23:03:38,879 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 17/126 +[2025-03-24 23:03:38,904 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 18/126 +[2025-03-24 23:03:38,930 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 19/126 +[2025-03-24 23:03:38,955 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 20/126 +[2025-03-24 23:03:38,982 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 21/126 +[2025-03-24 23:03:39,007 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 22/126 +[2025-03-24 23:03:39,039 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 23/126 +[2025-03-24 23:03:39,064 INFO 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test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 106/126 +[2025-03-24 23:03:41,251 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 107/126 +[2025-03-24 23:03:41,278 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 108/126 +[2025-03-24 23:03:41,306 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 109/126 +[2025-03-24 23:03:41,334 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 110/126 +[2025-03-24 23:03:41,361 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 111/126 +[2025-03-24 23:03:41,388 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 112/126 +[2025-03-24 23:03:41,415 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 113/126 +[2025-03-24 23:03:41,442 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 114/126 +[2025-03-24 23:03:41,476 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 115/126 +[2025-03-24 23:03:41,515 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 116/126 +[2025-03-24 23:03:41,546 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 117/126 +[2025-03-24 23:03:41,587 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 118/126 +[2025-03-24 23:03:41,620 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 119/126 +[2025-03-24 23:03:41,654 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-03-24 23:03:41,688 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-03-24 23:03:41,730 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-03-24 23:03:41,772 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-03-24 23:03:41,807 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-03-24 23:03:41,862 INFO test.py line 201 2330458] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-03-24 23:03:42,033 INFO test.py line 291 2330458] Test: scene0655_02 [55/78]-133857 Batch 3.638 (4.342) Accuracy 0.9811 (0.3980) mIoU 0.4819 (0.2979) +[2025-03-24 23:03:42,072 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-03-24 23:03:42,110 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 1/138 +[2025-03-24 23:03:42,151 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 2/138 +[2025-03-24 23:03:42,191 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 3/138 +[2025-03-24 23:03:42,232 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 4/138 +[2025-03-24 23:03:42,270 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 5/138 +[2025-03-24 23:03:42,308 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 6/138 +[2025-03-24 23:03:42,349 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 7/138 +[2025-03-24 23:03:42,397 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 8/138 +[2025-03-24 23:03:42,443 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 9/138 +[2025-03-24 23:03:42,468 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 10/138 +[2025-03-24 23:03:42,493 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 11/138 +[2025-03-24 23:03:42,541 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 12/138 +[2025-03-24 23:03:42,565 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 13/138 +[2025-03-24 23:03:42,599 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 14/138 +[2025-03-24 23:03:42,628 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 15/138 +[2025-03-24 23:03:42,656 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 16/138 +[2025-03-24 23:03:42,681 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 17/138 +[2025-03-24 23:03:42,705 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 18/138 +[2025-03-24 23:03:42,729 INFO test.py line 201 2330458] Test: 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Batch: 111/138 +[2025-03-24 23:03:45,338 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 112/138 +[2025-03-24 23:03:45,370 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 113/138 +[2025-03-24 23:03:45,394 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 114/138 +[2025-03-24 23:03:45,418 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 115/138 +[2025-03-24 23:03:45,441 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 116/138 +[2025-03-24 23:03:45,466 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 117/138 +[2025-03-24 23:03:45,490 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 118/138 +[2025-03-24 23:03:45,514 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 119/138 +[2025-03-24 23:03:45,538 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 120/138 +[2025-03-24 23:03:45,569 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 121/138 +[2025-03-24 23:03:45,594 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 122/138 +[2025-03-24 23:03:45,619 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 123/138 +[2025-03-24 23:03:45,644 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 124/138 +[2025-03-24 23:03:45,669 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 125/138 +[2025-03-24 23:03:45,694 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 126/138 +[2025-03-24 23:03:45,718 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 127/138 +[2025-03-24 23:03:45,742 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 128/138 +[2025-03-24 23:03:45,765 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 129/138 +[2025-03-24 23:03:45,788 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 130/138 +[2025-03-24 23:03:45,811 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 131/138 +[2025-03-24 23:03:45,834 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 132/138 +[2025-03-24 23:03:45,857 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 133/138 +[2025-03-24 23:03:45,880 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 134/138 +[2025-03-24 23:03:45,903 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 135/138 +[2025-03-24 23:03:45,927 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 136/138 +[2025-03-24 23:03:45,950 INFO test.py line 201 2330458] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-03-24 23:03:46,030 INFO test.py line 291 2330458] Test: scene0553_02 [56/78]-67632 Batch 3.997 (4.336) Accuracy 0.8446 (0.3977) mIoU 0.1353 (0.2976) +[2025-03-24 23:03:46,074 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-03-24 23:03:46,107 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-03-24 23:03:46,139 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:03:46,504 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 13/143 +[2025-03-24 23:03:46,538 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 14/143 +[2025-03-24 23:03:46,571 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 15/143 +[2025-03-24 23:03:46,603 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 16/143 +[2025-03-24 23:03:46,635 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 17/143 +[2025-03-24 23:03:46,666 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 18/143 +[2025-03-24 23:03:46,698 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 19/143 +[2025-03-24 23:03:46,729 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 20/143 +[2025-03-24 23:03:46,780 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 21/143 +[2025-03-24 23:03:46,813 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 22/143 +[2025-03-24 23:03:46,844 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 23/143 +[2025-03-24 23:03:46,877 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 24/143 +[2025-03-24 23:03:46,914 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 25/143 +[2025-03-24 23:03:46,947 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 26/143 +[2025-03-24 23:03:46,981 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 27/143 +[2025-03-24 23:03:47,015 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 28/143 +[2025-03-24 23:03:47,049 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 29/143 +[2025-03-24 23:03:47,082 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 30/143 +[2025-03-24 23:03:47,117 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 31/143 +[2025-03-24 23:03:47,150 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 32/143 +[2025-03-24 23:03:47,188 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 33/143 +[2025-03-24 23:03:47,222 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 34/143 +[2025-03-24 23:03:47,255 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 35/143 +[2025-03-24 23:03:47,289 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 36/143 +[2025-03-24 23:03:47,324 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 37/143 +[2025-03-24 23:03:47,358 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 38/143 +[2025-03-24 23:03:47,391 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 39/143 +[2025-03-24 23:03:47,429 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 40/143 +[2025-03-24 23:03:47,462 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 41/143 +[2025-03-24 23:03:47,495 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 42/143 +[2025-03-24 23:03:47,529 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, 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23:03:47,885 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 54/143 +[2025-03-24 23:03:47,916 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 55/143 +[2025-03-24 23:03:47,947 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 56/143 +[2025-03-24 23:03:47,978 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 57/143 +[2025-03-24 23:03:48,010 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 58/143 +[2025-03-24 23:03:48,041 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 59/143 +[2025-03-24 23:03:48,072 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 60/143 +[2025-03-24 23:03:48,104 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 61/143 +[2025-03-24 23:03:48,135 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 62/143 +[2025-03-24 23:03:48,167 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 63/143 +[2025-03-24 23:03:48,198 INFO test.py line 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line 201 2330458] Test: 57/78-scene0025_00, Batch: 105/143 +[2025-03-24 23:03:49,665 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 106/143 +[2025-03-24 23:03:49,697 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 107/143 +[2025-03-24 23:03:49,730 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 108/143 +[2025-03-24 23:03:49,764 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 109/143 +[2025-03-24 23:03:49,796 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 110/143 +[2025-03-24 23:03:49,836 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 111/143 +[2025-03-24 23:03:49,868 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 112/143 +[2025-03-24 23:03:49,911 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 113/143 +[2025-03-24 23:03:49,946 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 114/143 +[2025-03-24 23:03:49,980 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 115/143 +[2025-03-24 23:03:50,013 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 116/143 +[2025-03-24 23:03:50,046 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 117/143 +[2025-03-24 23:03:50,079 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 118/143 +[2025-03-24 23:03:50,113 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 119/143 +[2025-03-24 23:03:50,147 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 120/143 +[2025-03-24 23:03:50,180 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 121/143 +[2025-03-24 23:03:50,216 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 122/143 +[2025-03-24 23:03:50,249 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 123/143 +[2025-03-24 23:03:50,283 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 124/143 +[2025-03-24 23:03:50,317 INFO test.py line 201 2330458] Test: 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Batch: 135/143 +[2025-03-24 23:03:50,680 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 136/143 +[2025-03-24 23:03:50,712 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 137/143 +[2025-03-24 23:03:50,743 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 138/143 +[2025-03-24 23:03:50,775 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 139/143 +[2025-03-24 23:03:50,807 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 140/143 +[2025-03-24 23:03:50,839 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 141/143 +[2025-03-24 23:03:50,871 INFO test.py line 201 2330458] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-03-24 23:03:51,073 INFO test.py line 291 2330458] Test: scene0025_00 [57/78]-173392 Batch 5.042 (4.348) Accuracy 0.7345 (0.3987) mIoU 0.2508 (0.2979) +[2025-03-24 23:03:51,103 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-03-24 23:03:51,128 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-03-24 23:03:51,151 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-03-24 23:03:51,181 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-03-24 23:03:51,205 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 4/108 +[2025-03-24 23:03:51,230 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 5/108 +[2025-03-24 23:03:51,251 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 6/108 +[2025-03-24 23:03:51,274 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 7/108 +[2025-03-24 23:03:51,296 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 8/108 +[2025-03-24 23:03:51,318 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 9/108 +[2025-03-24 23:03:51,340 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 10/108 +[2025-03-24 23:03:51,363 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, 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23:03:54,018 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 104/108 +[2025-03-24 23:03:54,046 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 105/108 +[2025-03-24 23:03:54,070 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 106/108 +[2025-03-24 23:03:54,093 INFO test.py line 201 2330458] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-03-24 23:03:54,154 INFO test.py line 291 2330458] Test: scene0693_02 [58/78]-47996 Batch 3.080 (4.327) Accuracy 0.7085 (0.3994) mIoU 0.2340 (0.2982) +[2025-03-24 23:03:54,205 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-03-24 23:03:54,244 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 1/138 +[2025-03-24 23:03:54,283 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 2/138 +[2025-03-24 23:03:54,322 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 3/138 +[2025-03-24 23:03:54,361 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:03:54,810 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 15/138 +[2025-03-24 23:03:54,860 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 16/138 +[2025-03-24 23:03:54,915 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 17/138 +[2025-03-24 23:03:54,969 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 18/138 +[2025-03-24 23:03:55,022 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 19/138 +[2025-03-24 23:03:55,105 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 20/138 +[2025-03-24 23:03:55,159 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 21/138 +[2025-03-24 23:03:55,213 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 22/138 +[2025-03-24 23:03:55,266 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 23/138 +[2025-03-24 23:03:55,316 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 24/138 +[2025-03-24 23:03:55,376 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 25/138 +[2025-03-24 23:03:55,447 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 26/138 +[2025-03-24 23:03:55,500 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 27/138 +[2025-03-24 23:03:55,552 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 28/138 +[2025-03-24 23:03:55,604 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 29/138 +[2025-03-24 23:03:55,657 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 30/138 +[2025-03-24 23:03:55,709 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 31/138 +[2025-03-24 23:03:55,761 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 32/138 +[2025-03-24 23:03:55,814 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 33/138 +[2025-03-24 23:03:55,857 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 34/138 +[2025-03-24 23:03:55,896 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 35/138 +[2025-03-24 23:03:55,935 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 36/138 +[2025-03-24 23:03:55,974 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 37/138 +[2025-03-24 23:03:56,015 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 38/138 +[2025-03-24 23:03:56,055 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 39/138 +[2025-03-24 23:03:56,093 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 40/138 +[2025-03-24 23:03:56,132 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 41/138 +[2025-03-24 23:03:56,171 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 42/138 +[2025-03-24 23:03:56,209 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 43/138 +[2025-03-24 23:03:56,249 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 44/138 +[2025-03-24 23:03:56,288 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 45/138 +[2025-03-24 23:03:56,327 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 46/138 +[2025-03-24 23:03:56,370 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 47/138 +[2025-03-24 23:03:56,420 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 48/138 +[2025-03-24 23:03:56,464 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 49/138 +[2025-03-24 23:03:56,506 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 50/138 +[2025-03-24 23:03:56,551 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 51/138 +[2025-03-24 23:03:56,596 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 52/138 +[2025-03-24 23:03:56,642 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 53/138 +[2025-03-24 23:03:56,688 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 54/138 +[2025-03-24 23:03:56,732 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 55/138 +[2025-03-24 23:03:56,775 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 56/138 +[2025-03-24 23:03:56,818 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 57/138 +[2025-03-24 23:03:56,863 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 58/138 +[2025-03-24 23:03:56,903 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 59/138 +[2025-03-24 23:03:56,941 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 60/138 +[2025-03-24 23:03:56,983 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 61/138 +[2025-03-24 23:03:57,031 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 62/138 +[2025-03-24 23:03:57,072 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 63/138 +[2025-03-24 23:03:57,111 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 64/138 +[2025-03-24 23:03:57,151 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 65/138 +[2025-03-24 23:03:57,194 INFO test.py line 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test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 107/138 +[2025-03-24 23:03:58,880 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 108/138 +[2025-03-24 23:03:58,921 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 109/138 +[2025-03-24 23:03:58,961 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 110/138 +[2025-03-24 23:03:59,000 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 111/138 +[2025-03-24 23:03:59,040 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 112/138 +[2025-03-24 23:03:59,080 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 113/138 +[2025-03-24 23:03:59,121 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 114/138 +[2025-03-24 23:03:59,161 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 115/138 +[2025-03-24 23:03:59,201 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 116/138 +[2025-03-24 23:03:59,240 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 117/138 +[2025-03-24 23:03:59,281 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 118/138 +[2025-03-24 23:03:59,321 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 119/138 +[2025-03-24 23:03:59,362 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 120/138 +[2025-03-24 23:03:59,409 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 121/138 +[2025-03-24 23:03:59,450 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 122/138 +[2025-03-24 23:03:59,490 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 123/138 +[2025-03-24 23:03:59,531 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 124/138 +[2025-03-24 23:03:59,582 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 125/138 +[2025-03-24 23:03:59,624 INFO test.py line 201 2330458] Test: 59/78-scene0665_00, Batch: 126/138 +[2025-03-24 23:03:59,664 INFO test.py line 201 2330458] Test: 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Batch: 137/138 +[2025-03-24 23:04:00,343 INFO test.py line 291 2330458] Test: scene0665_00 [59/78]-252726 Batch 6.188 (4.358) Accuracy 0.8074 (0.3973) mIoU 0.2700 (0.2966) +[2025-03-24 23:04:00,389 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 0/148 +[2025-03-24 23:04:00,425 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 1/148 +[2025-03-24 23:04:00,459 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 2/148 +[2025-03-24 23:04:00,494 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 3/148 +[2025-03-24 23:04:00,527 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 4/148 +[2025-03-24 23:04:00,561 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 5/148 +[2025-03-24 23:04:00,595 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 6/148 +[2025-03-24 23:04:00,628 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 7/148 +[2025-03-24 23:04:00,661 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 8/148 +[2025-03-24 23:04:00,696 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 9/148 +[2025-03-24 23:04:00,730 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 10/148 +[2025-03-24 23:04:00,764 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 11/148 +[2025-03-24 23:04:00,798 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 12/148 +[2025-03-24 23:04:00,831 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 13/148 +[2025-03-24 23:04:00,865 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 14/148 +[2025-03-24 23:04:00,898 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 15/148 +[2025-03-24 23:04:00,932 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 16/148 +[2025-03-24 23:04:00,978 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 17/148 +[2025-03-24 23:04:01,012 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 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2330458] Test: 60/78-scene0647_01, Batch: 131/148 +[2025-03-24 23:04:05,081 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 132/148 +[2025-03-24 23:04:05,113 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 133/148 +[2025-03-24 23:04:05,146 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 134/148 +[2025-03-24 23:04:05,178 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 135/148 +[2025-03-24 23:04:05,209 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 136/148 +[2025-03-24 23:04:05,240 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 137/148 +[2025-03-24 23:04:05,271 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 138/148 +[2025-03-24 23:04:05,302 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 139/148 +[2025-03-24 23:04:05,334 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 140/148 +[2025-03-24 23:04:05,365 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 141/148 +[2025-03-24 23:04:05,395 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 142/148 +[2025-03-24 23:04:05,425 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 143/148 +[2025-03-24 23:04:05,456 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 144/148 +[2025-03-24 23:04:05,486 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 145/148 +[2025-03-24 23:04:05,517 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 146/148 +[2025-03-24 23:04:05,547 INFO test.py line 201 2330458] Test: 60/78-scene0647_01, Batch: 147/148 +[2025-03-24 23:04:05,746 INFO test.py line 291 2330458] Test: scene0647_01 [60/78]-194360 Batch 5.402 (4.375) Accuracy 0.8597 (0.3988) mIoU 0.3308 (0.2976) +[2025-03-24 23:04:05,774 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 0/134 +[2025-03-24 23:04:05,798 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 1/134 +[2025-03-24 23:04:05,823 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 2/134 +[2025-03-24 23:04:05,847 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 3/134 +[2025-03-24 23:04:05,870 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 4/134 +[2025-03-24 23:04:05,893 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 5/134 +[2025-03-24 23:04:05,917 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 6/134 +[2025-03-24 23:04:05,942 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 7/134 +[2025-03-24 23:04:05,966 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 8/134 +[2025-03-24 23:04:05,989 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 9/134 +[2025-03-24 23:04:06,013 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 10/134 +[2025-03-24 23:04:06,037 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 11/134 +[2025-03-24 23:04:06,059 INFO test.py line 201 2330458] Test: 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23:04:08,569 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 115/134 +[2025-03-24 23:04:08,593 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 116/134 +[2025-03-24 23:04:08,615 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 117/134 +[2025-03-24 23:04:08,643 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 118/134 +[2025-03-24 23:04:08,675 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 119/134 +[2025-03-24 23:04:08,699 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 120/134 +[2025-03-24 23:04:08,723 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 121/134 +[2025-03-24 23:04:08,746 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 122/134 +[2025-03-24 23:04:08,770 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 123/134 +[2025-03-24 23:04:08,794 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 124/134 +[2025-03-24 23:04:08,818 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 125/134 +[2025-03-24 23:04:08,842 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 126/134 +[2025-03-24 23:04:08,869 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 127/134 +[2025-03-24 23:04:08,893 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 128/134 +[2025-03-24 23:04:08,917 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 129/134 +[2025-03-24 23:04:08,940 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 130/134 +[2025-03-24 23:04:08,963 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 131/134 +[2025-03-24 23:04:08,986 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 132/134 +[2025-03-24 23:04:09,011 INFO test.py line 201 2330458] Test: 61/78-scene0558_00, Batch: 133/134 +[2025-03-24 23:04:09,120 INFO test.py line 291 2330458] Test: scene0558_00 [61/78]-92953 Batch 3.374 (4.359) Accuracy 0.6684 (0.3979) mIoU 0.1880 (0.2967) +[2025-03-24 23:04:09,149 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 0/139 +[2025-03-24 23:04:09,171 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-03-24 23:04:09,194 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 2/139 +[2025-03-24 23:04:09,216 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 3/139 +[2025-03-24 23:04:09,238 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 4/139 +[2025-03-24 23:04:09,261 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 5/139 +[2025-03-24 23:04:09,285 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 6/139 +[2025-03-24 23:04:09,308 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 7/139 +[2025-03-24 23:04:09,330 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 8/139 +[2025-03-24 23:04:09,352 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 9/139 +[2025-03-24 23:04:09,375 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 10/139 +[2025-03-24 23:04:09,401 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 11/139 +[2025-03-24 23:04:09,425 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 12/139 +[2025-03-24 23:04:09,451 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 13/139 +[2025-03-24 23:04:09,474 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 14/139 +[2025-03-24 23:04:09,497 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 15/139 +[2025-03-24 23:04:09,521 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 16/139 +[2025-03-24 23:04:09,544 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 17/139 +[2025-03-24 23:04:09,567 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 18/139 +[2025-03-24 23:04:09,590 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 19/139 +[2025-03-24 23:04:09,622 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 20/139 +[2025-03-24 23:04:09,645 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 21/139 +[2025-03-24 23:04:09,678 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 22/139 +[2025-03-24 23:04:09,703 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 23/139 +[2025-03-24 23:04:09,727 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 24/139 +[2025-03-24 23:04:09,751 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 25/139 +[2025-03-24 23:04:09,774 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 26/139 +[2025-03-24 23:04:09,796 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 27/139 +[2025-03-24 23:04:09,818 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 28/139 +[2025-03-24 23:04:09,842 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 29/139 +[2025-03-24 23:04:09,865 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 30/139 +[2025-03-24 23:04:09,888 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 31/139 +[2025-03-24 23:04:09,912 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 32/139 +[2025-03-24 23:04:09,943 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 33/139 +[2025-03-24 23:04:09,971 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 34/139 +[2025-03-24 23:04:09,998 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 35/139 +[2025-03-24 23:04:10,024 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 36/139 +[2025-03-24 23:04:10,053 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 37/139 +[2025-03-24 23:04:10,080 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 38/139 +[2025-03-24 23:04:10,108 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 39/139 +[2025-03-24 23:04:10,137 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 40/139 +[2025-03-24 23:04:10,168 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 41/139 +[2025-03-24 23:04:10,197 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 42/139 +[2025-03-24 23:04:10,225 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 43/139 +[2025-03-24 23:04:10,254 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 44/139 +[2025-03-24 23:04:10,282 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 45/139 +[2025-03-24 23:04:10,310 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 46/139 +[2025-03-24 23:04:10,338 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 47/139 +[2025-03-24 23:04:10,370 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 48/139 +[2025-03-24 23:04:10,410 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 49/139 +[2025-03-24 23:04:10,446 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 50/139 +[2025-03-24 23:04:10,478 INFO test.py line 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Batch: 112/139 +[2025-03-24 23:04:12,137 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 113/139 +[2025-03-24 23:04:12,162 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 114/139 +[2025-03-24 23:04:12,214 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 115/139 +[2025-03-24 23:04:12,255 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 116/139 +[2025-03-24 23:04:12,299 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 117/139 +[2025-03-24 23:04:12,340 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 118/139 +[2025-03-24 23:04:12,384 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 119/139 +[2025-03-24 23:04:12,429 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 120/139 +[2025-03-24 23:04:12,472 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 121/139 +[2025-03-24 23:04:12,514 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 122/139 +[2025-03-24 23:04:12,558 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 123/139 +[2025-03-24 23:04:12,602 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 124/139 +[2025-03-24 23:04:12,643 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 125/139 +[2025-03-24 23:04:12,682 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 126/139 +[2025-03-24 23:04:12,723 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 127/139 +[2025-03-24 23:04:12,773 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 128/139 +[2025-03-24 23:04:12,815 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 129/139 +[2025-03-24 23:04:12,857 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 130/139 +[2025-03-24 23:04:12,901 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 131/139 +[2025-03-24 23:04:13,103 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 132/139 +[2025-03-24 23:04:13,131 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 133/139 +[2025-03-24 23:04:13,158 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 134/139 +[2025-03-24 23:04:13,187 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 135/139 +[2025-03-24 23:04:13,214 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 136/139 +[2025-03-24 23:04:13,241 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 137/139 +[2025-03-24 23:04:13,268 INFO test.py line 201 2330458] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-03-24 23:04:13,384 INFO test.py line 291 2330458] Test: scene0084_02 [62/78]-98346 Batch 4.263 (4.358) Accuracy 0.7490 (0.3953) mIoU 0.1089 (0.2958) +[2025-03-24 23:04:13,441 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-03-24 23:04:13,480 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 1/143 +[2025-03-24 23:04:13,518 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:04:13,937 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 13/143 +[2025-03-24 23:04:13,974 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 14/143 +[2025-03-24 23:04:14,011 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 15/143 +[2025-03-24 23:04:14,048 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 16/143 +[2025-03-24 23:04:14,085 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 17/143 +[2025-03-24 23:04:14,123 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 18/143 +[2025-03-24 23:04:14,163 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 19/143 +[2025-03-24 23:04:14,201 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 20/143 +[2025-03-24 23:04:14,239 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 21/143 +[2025-03-24 23:04:14,276 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 22/143 +[2025-03-24 23:04:14,314 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 23/143 +[2025-03-24 23:04:14,351 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 24/143 +[2025-03-24 23:04:14,387 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 25/143 +[2025-03-24 23:04:14,423 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 26/143 +[2025-03-24 23:04:14,459 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 27/143 +[2025-03-24 23:04:14,496 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 28/143 +[2025-03-24 23:04:14,533 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 29/143 +[2025-03-24 23:04:14,571 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 30/143 +[2025-03-24 23:04:14,607 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 31/143 +[2025-03-24 23:04:14,644 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 32/143 +[2025-03-24 23:04:14,680 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 33/143 +[2025-03-24 23:04:14,718 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 34/143 +[2025-03-24 23:04:14,755 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 35/143 +[2025-03-24 23:04:14,792 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 36/143 +[2025-03-24 23:04:14,829 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 37/143 +[2025-03-24 23:04:14,865 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 38/143 +[2025-03-24 23:04:14,901 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 39/143 +[2025-03-24 23:04:14,941 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 40/143 +[2025-03-24 23:04:14,989 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 41/143 +[2025-03-24 23:04:15,039 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 42/143 +[2025-03-24 23:04:15,090 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 43/143 +[2025-03-24 23:04:15,142 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 44/143 +[2025-03-24 23:04:15,204 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 45/143 +[2025-03-24 23:04:15,252 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 46/143 +[2025-03-24 23:04:15,297 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 47/143 +[2025-03-24 23:04:15,340 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 48/143 +[2025-03-24 23:04:15,387 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 49/143 +[2025-03-24 23:04:15,430 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 50/143 +[2025-03-24 23:04:15,469 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 51/143 +[2025-03-24 23:04:15,505 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 52/143 +[2025-03-24 23:04:15,540 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 53/143 +[2025-03-24 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line 201 2330458] Test: 63/78-scene0629_02, Batch: 105/143 +[2025-03-24 23:04:17,335 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 106/143 +[2025-03-24 23:04:17,371 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 107/143 +[2025-03-24 23:04:17,407 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 108/143 +[2025-03-24 23:04:17,441 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 109/143 +[2025-03-24 23:04:17,476 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 110/143 +[2025-03-24 23:04:17,511 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 111/143 +[2025-03-24 23:04:17,548 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 112/143 +[2025-03-24 23:04:17,583 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 113/143 +[2025-03-24 23:04:17,618 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 114/143 +[2025-03-24 23:04:17,654 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 115/143 +[2025-03-24 23:04:17,690 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 116/143 +[2025-03-24 23:04:17,726 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 117/143 +[2025-03-24 23:04:17,761 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 118/143 +[2025-03-24 23:04:17,796 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 119/143 +[2025-03-24 23:04:17,831 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 120/143 +[2025-03-24 23:04:17,866 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 121/143 +[2025-03-24 23:04:17,901 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 122/143 +[2025-03-24 23:04:17,937 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 123/143 +[2025-03-24 23:04:17,973 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 124/143 +[2025-03-24 23:04:18,008 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 125/143 +[2025-03-24 23:04:18,043 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 126/143 +[2025-03-24 23:04:18,078 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 127/143 +[2025-03-24 23:04:18,113 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 128/143 +[2025-03-24 23:04:18,149 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 129/143 +[2025-03-24 23:04:18,185 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 130/143 +[2025-03-24 23:04:18,220 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 131/143 +[2025-03-24 23:04:18,254 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 132/143 +[2025-03-24 23:04:18,287 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 133/143 +[2025-03-24 23:04:18,321 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 134/143 +[2025-03-24 23:04:18,354 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 135/143 +[2025-03-24 23:04:18,387 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 136/143 +[2025-03-24 23:04:18,420 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 137/143 +[2025-03-24 23:04:18,453 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 138/143 +[2025-03-24 23:04:18,487 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 139/143 +[2025-03-24 23:04:18,521 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-03-24 23:04:18,555 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-03-24 23:04:18,588 INFO test.py line 201 2330458] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-03-24 23:04:18,821 INFO test.py line 291 2330458] Test: scene0629_02 [63/78]-225983 Batch 5.436 (4.375) Accuracy 0.7706 (0.3963) mIoU 0.2551 (0.2964) +[2025-03-24 23:04:18,863 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-03-24 23:04:18,893 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-03-24 23:04:18,923 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-03-24 23:04:18,953 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-03-24 23:04:18,983 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 4/126 +[2025-03-24 23:04:19,013 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 5/126 +[2025-03-24 23:04:19,043 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 6/126 +[2025-03-24 23:04:19,073 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 7/126 +[2025-03-24 23:04:19,103 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 8/126 +[2025-03-24 23:04:19,133 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 9/126 +[2025-03-24 23:04:19,163 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 10/126 +[2025-03-24 23:04:19,193 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, 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23:04:22,309 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 104/126 +[2025-03-24 23:04:22,367 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 105/126 +[2025-03-24 23:04:22,414 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 106/126 +[2025-03-24 23:04:22,446 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 107/126 +[2025-03-24 23:04:22,488 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 108/126 +[2025-03-24 23:04:22,522 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 109/126 +[2025-03-24 23:04:22,556 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 110/126 +[2025-03-24 23:04:22,589 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 111/126 +[2025-03-24 23:04:22,632 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 112/126 +[2025-03-24 23:04:22,667 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 113/126 +[2025-03-24 23:04:22,701 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 114/126 +[2025-03-24 23:04:22,739 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 115/126 +[2025-03-24 23:04:22,773 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 116/126 +[2025-03-24 23:04:22,807 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 117/126 +[2025-03-24 23:04:22,840 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 118/126 +[2025-03-24 23:04:22,872 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 119/126 +[2025-03-24 23:04:22,905 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 120/126 +[2025-03-24 23:04:22,938 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 121/126 +[2025-03-24 23:04:22,973 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 122/126 +[2025-03-24 23:04:23,005 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 123/126 +[2025-03-24 23:04:23,047 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 124/126 +[2025-03-24 23:04:23,080 INFO test.py line 201 2330458] Test: 64/78-scene0474_04, Batch: 125/126 +[2025-03-24 23:04:23,292 INFO test.py line 291 2330458] Test: scene0474_04 [64/78]-178388 Batch 4.471 (4.376) Accuracy 0.7239 (0.3942) mIoU 0.2403 (0.2948) +[2025-03-24 23:04:23,324 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 0/108 +[2025-03-24 23:04:23,351 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-03-24 23:04:23,387 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-03-24 23:04:23,414 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-03-24 23:04:23,441 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-03-24 23:04:23,467 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 5/108 +[2025-03-24 23:04:23,494 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 6/108 +[2025-03-24 23:04:23,520 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 7/108 +[2025-03-24 23:04:23,545 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 8/108 +[2025-03-24 23:04:23,572 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 9/108 +[2025-03-24 23:04:23,598 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 10/108 +[2025-03-24 23:04:23,624 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 11/108 +[2025-03-24 23:04:23,649 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 12/108 +[2025-03-24 23:04:23,675 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 13/108 +[2025-03-24 23:04:23,700 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 14/108 +[2025-03-24 23:04:23,725 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 15/108 +[2025-03-24 23:04:23,758 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 16/108 +[2025-03-24 23:04:23,784 INFO test.py line 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23:04:25,678 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 89/108 +[2025-03-24 23:04:25,704 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 90/108 +[2025-03-24 23:04:25,735 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 91/108 +[2025-03-24 23:04:25,761 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 92/108 +[2025-03-24 23:04:25,789 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 93/108 +[2025-03-24 23:04:25,816 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 94/108 +[2025-03-24 23:04:25,844 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 95/108 +[2025-03-24 23:04:25,869 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 96/108 +[2025-03-24 23:04:25,897 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 97/108 +[2025-03-24 23:04:25,922 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 98/108 +[2025-03-24 23:04:25,948 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 99/108 +[2025-03-24 23:04:25,975 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 100/108 +[2025-03-24 23:04:26,002 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 101/108 +[2025-03-24 23:04:26,029 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-03-24 23:04:26,054 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-03-24 23:04:26,081 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-03-24 23:04:26,107 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-03-24 23:04:26,133 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-03-24 23:04:26,160 INFO test.py line 201 2330458] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-03-24 23:04:26,267 INFO test.py line 291 2330458] Test: scene0256_02 [65/78]-92069 Batch 2.974 (4.355) Accuracy 0.7708 (0.3987) mIoU 0.1952 (0.2988) +[2025-03-24 23:04:26,305 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-03-24 23:04:26,339 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-03-24 23:04:26,373 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 2/126 +[2025-03-24 23:04:26,407 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 3/126 +[2025-03-24 23:04:26,441 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 4/126 +[2025-03-24 23:04:26,474 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 5/126 +[2025-03-24 23:04:26,507 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 6/126 +[2025-03-24 23:04:26,539 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 7/126 +[2025-03-24 23:04:26,573 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 8/126 +[2025-03-24 23:04:26,606 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 9/126 +[2025-03-24 23:04:26,638 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 10/126 +[2025-03-24 23:04:26,671 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 11/126 +[2025-03-24 23:04:26,705 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 12/126 +[2025-03-24 23:04:26,738 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 13/126 +[2025-03-24 23:04:26,771 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 14/126 +[2025-03-24 23:04:26,803 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 15/126 +[2025-03-24 23:04:26,835 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 16/126 +[2025-03-24 23:04:26,869 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 17/126 +[2025-03-24 23:04:26,901 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 18/126 +[2025-03-24 23:04:26,934 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 19/126 +[2025-03-24 23:04:26,968 INFO test.py line 201 2330458] Test: 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Batch: 112/126 +[2025-03-24 23:04:30,094 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 113/126 +[2025-03-24 23:04:30,132 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 114/126 +[2025-03-24 23:04:30,169 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 115/126 +[2025-03-24 23:04:30,203 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 116/126 +[2025-03-24 23:04:30,246 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 117/126 +[2025-03-24 23:04:30,286 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 118/126 +[2025-03-24 23:04:30,320 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-03-24 23:04:30,353 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-03-24 23:04:30,387 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-03-24 23:04:30,420 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-03-24 23:04:30,453 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-03-24 23:04:30,486 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-03-24 23:04:30,520 INFO test.py line 201 2330458] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-03-24 23:04:30,725 INFO test.py line 291 2330458] Test: scene0025_02 [66/78]-177900 Batch 4.458 (4.356) Accuracy 0.7767 (0.4003) mIoU 0.2605 (0.3001) +[2025-03-24 23:04:30,775 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-03-24 23:04:30,816 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 1/148 +[2025-03-24 23:04:30,861 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 2/148 +[2025-03-24 23:04:30,901 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 3/148 +[2025-03-24 23:04:30,939 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 4/148 +[2025-03-24 23:04:30,977 INFO test.py line 201 2330458] Test: 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+[2025-03-24 23:04:31,403 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 16/148 +[2025-03-24 23:04:31,441 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 17/148 +[2025-03-24 23:04:31,479 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 18/148 +[2025-03-24 23:04:31,518 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 19/148 +[2025-03-24 23:04:31,557 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 20/148 +[2025-03-24 23:04:31,595 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 21/148 +[2025-03-24 23:04:31,633 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 22/148 +[2025-03-24 23:04:31,671 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 23/148 +[2025-03-24 23:04:31,709 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 24/148 +[2025-03-24 23:04:31,748 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 25/148 +[2025-03-24 23:04:31,794 INFO 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test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 108/148 +[2025-03-24 23:04:35,083 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 109/148 +[2025-03-24 23:04:35,120 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 110/148 +[2025-03-24 23:04:35,157 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 111/148 +[2025-03-24 23:04:35,194 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 112/148 +[2025-03-24 23:04:35,231 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 113/148 +[2025-03-24 23:04:35,268 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 114/148 +[2025-03-24 23:04:35,306 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 115/148 +[2025-03-24 23:04:35,343 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 116/148 +[2025-03-24 23:04:35,380 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 117/148 +[2025-03-24 23:04:35,417 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 118/148 +[2025-03-24 23:04:35,454 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 119/148 +[2025-03-24 23:04:35,491 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 120/148 +[2025-03-24 23:04:35,528 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 121/148 +[2025-03-24 23:04:35,566 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 122/148 +[2025-03-24 23:04:35,604 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 123/148 +[2025-03-24 23:04:35,642 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 124/148 +[2025-03-24 23:04:35,679 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 125/148 +[2025-03-24 23:04:35,716 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 126/148 +[2025-03-24 23:04:35,752 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 127/148 +[2025-03-24 23:04:35,790 INFO test.py line 201 2330458] Test: 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Batch: 138/148 +[2025-03-24 23:04:36,198 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 139/148 +[2025-03-24 23:04:36,233 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 140/148 +[2025-03-24 23:04:36,268 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 141/148 +[2025-03-24 23:04:36,303 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 142/148 +[2025-03-24 23:04:36,338 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 143/148 +[2025-03-24 23:04:36,374 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 144/148 +[2025-03-24 23:04:36,409 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 145/148 +[2025-03-24 23:04:36,444 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 146/148 +[2025-03-24 23:04:36,479 INFO test.py line 201 2330458] Test: 67/78-scene0568_01, Batch: 147/148 +[2025-03-24 23:04:36,748 INFO test.py line 291 2330458] Test: scene0568_01 [67/78]-239388 Batch 6.023 (4.381) Accuracy 0.7890 (0.3985) mIoU 0.2495 (0.2992) +[2025-03-24 23:04:36,778 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-03-24 23:04:36,804 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 1/130 +[2025-03-24 23:04:36,830 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 2/130 +[2025-03-24 23:04:36,855 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 3/130 +[2025-03-24 23:04:36,881 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 4/130 +[2025-03-24 23:04:36,910 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 5/130 +[2025-03-24 23:04:36,938 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 6/130 +[2025-03-24 23:04:36,964 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 7/130 +[2025-03-24 23:04:36,990 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 8/130 +[2025-03-24 23:04:37,018 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 9/130 +[2025-03-24 23:04:37,043 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 10/130 +[2025-03-24 23:04:37,082 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 11/130 +[2025-03-24 23:04:37,107 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 12/130 +[2025-03-24 23:04:37,134 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 13/130 +[2025-03-24 23:04:37,165 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 14/130 +[2025-03-24 23:04:37,191 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 15/130 +[2025-03-24 23:04:37,217 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 16/130 +[2025-03-24 23:04:37,243 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 17/130 +[2025-03-24 23:04:37,271 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 18/130 +[2025-03-24 23:04:37,296 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 19/130 +[2025-03-24 23:04:37,321 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 20/130 +[2025-03-24 23:04:37,346 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 21/130 +[2025-03-24 23:04:37,373 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 22/130 +[2025-03-24 23:04:37,399 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 23/130 +[2025-03-24 23:04:37,425 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 24/130 +[2025-03-24 23:04:37,451 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 25/130 +[2025-03-24 23:04:37,481 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 26/130 +[2025-03-24 23:04:37,507 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 27/130 +[2025-03-24 23:04:37,533 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 28/130 +[2025-03-24 23:04:37,559 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 29/130 +[2025-03-24 23:04:37,585 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 30/130 +[2025-03-24 23:04:37,611 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 31/130 +[2025-03-24 23:04:37,640 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 32/130 +[2025-03-24 23:04:37,666 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 33/130 +[2025-03-24 23:04:37,692 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 34/130 +[2025-03-24 23:04:37,717 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 35/130 +[2025-03-24 23:04:37,742 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 36/130 +[2025-03-24 23:04:37,768 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 37/130 +[2025-03-24 23:04:37,800 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 38/130 +[2025-03-24 23:04:37,825 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 39/130 +[2025-03-24 23:04:37,851 INFO test.py line 201 2330458] Test: 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23:04:38,583 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 61/130 +[2025-03-24 23:04:38,608 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 62/130 +[2025-03-24 23:04:38,634 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 63/130 +[2025-03-24 23:04:38,659 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 64/130 +[2025-03-24 23:04:38,685 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 65/130 +[2025-03-24 23:04:38,710 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 66/130 +[2025-03-24 23:04:38,736 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 67/130 +[2025-03-24 23:04:38,762 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 68/130 +[2025-03-24 23:04:38,788 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 69/130 +[2025-03-24 23:04:38,815 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 70/130 +[2025-03-24 23:04:38,841 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 71/130 +[2025-03-24 23:04:38,868 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 72/130 +[2025-03-24 23:04:38,911 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 73/130 +[2025-03-24 23:04:38,936 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 74/130 +[2025-03-24 23:04:38,960 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 75/130 +[2025-03-24 23:04:38,985 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 76/130 +[2025-03-24 23:04:39,011 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 77/130 +[2025-03-24 23:04:39,036 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 78/130 +[2025-03-24 23:04:39,062 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 79/130 +[2025-03-24 23:04:39,089 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 80/130 +[2025-03-24 23:04:39,115 INFO test.py line 201 2330458] Test: 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23:04:39,723 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 102/130 +[2025-03-24 23:04:39,752 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 103/130 +[2025-03-24 23:04:39,780 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 104/130 +[2025-03-24 23:04:39,809 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 105/130 +[2025-03-24 23:04:39,838 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 106/130 +[2025-03-24 23:04:39,869 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 107/130 +[2025-03-24 23:04:39,897 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 108/130 +[2025-03-24 23:04:39,924 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 109/130 +[2025-03-24 23:04:39,953 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 110/130 +[2025-03-24 23:04:39,982 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 111/130 +[2025-03-24 23:04:40,011 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 112/130 +[2025-03-24 23:04:40,040 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 113/130 +[2025-03-24 23:04:40,068 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 114/130 +[2025-03-24 23:04:40,096 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 115/130 +[2025-03-24 23:04:40,125 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 116/130 +[2025-03-24 23:04:40,152 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 117/130 +[2025-03-24 23:04:40,179 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 118/130 +[2025-03-24 23:04:40,208 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 119/130 +[2025-03-24 23:04:40,234 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 120/130 +[2025-03-24 23:04:40,267 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-03-24 23:04:40,295 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-03-24 23:04:40,322 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-03-24 23:04:40,349 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-03-24 23:04:40,377 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-03-24 23:04:40,404 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-03-24 23:04:40,430 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-03-24 23:04:40,459 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-03-24 23:04:40,485 INFO test.py line 201 2330458] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-03-24 23:04:40,624 INFO test.py line 291 2330458] Test: scene0426_02 [68/78]-125149 Batch 3.875 (4.374) Accuracy 0.7614 (0.3986) mIoU 0.2349 (0.2993) +[2025-03-24 23:04:40,675 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-03-24 23:04:40,718 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-03-24 23:04:40,771 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-03-24 23:04:40,810 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 3/122 +[2025-03-24 23:04:40,844 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 4/122 +[2025-03-24 23:04:40,868 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 5/122 +[2025-03-24 23:04:40,892 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 6/122 +[2025-03-24 23:04:40,916 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 7/122 +[2025-03-24 23:04:40,941 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 8/122 +[2025-03-24 23:04:40,965 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 9/122 +[2025-03-24 23:04:40,990 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 10/122 +[2025-03-24 23:04:41,014 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 11/122 +[2025-03-24 23:04:41,039 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 12/122 +[2025-03-24 23:04:41,063 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 13/122 +[2025-03-24 23:04:41,088 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 14/122 +[2025-03-24 23:04:41,112 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 15/122 +[2025-03-24 23:04:41,136 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 16/122 +[2025-03-24 23:04:41,160 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 17/122 +[2025-03-24 23:04:41,183 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 18/122 +[2025-03-24 23:04:41,207 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 19/122 +[2025-03-24 23:04:41,232 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 20/122 +[2025-03-24 23:04:41,256 INFO test.py line 201 2330458] Test: 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Batch: 113/122 +[2025-03-24 23:04:43,701 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 114/122 +[2025-03-24 23:04:43,725 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 115/122 +[2025-03-24 23:04:43,751 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 116/122 +[2025-03-24 23:04:43,774 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 117/122 +[2025-03-24 23:04:43,799 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 118/122 +[2025-03-24 23:04:43,823 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 119/122 +[2025-03-24 23:04:43,846 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 120/122 +[2025-03-24 23:04:43,869 INFO test.py line 201 2330458] Test: 69/78-scene0355_01, Batch: 121/122 +[2025-03-24 23:04:43,943 INFO test.py line 291 2330458] Test: scene0355_01 [69/78]-67623 Batch 3.319 (4.358) Accuracy 0.9536 (0.3989) mIoU 0.3036 (0.2996) +[2025-03-24 23:04:43,972 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-03-24 23:04:43,997 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-03-24 23:04:44,021 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-03-24 23:04:44,045 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 3/142 +[2025-03-24 23:04:44,070 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 4/142 +[2025-03-24 23:04:44,095 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 5/142 +[2025-03-24 23:04:44,119 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 6/142 +[2025-03-24 23:04:44,144 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 7/142 +[2025-03-24 23:04:44,168 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 8/142 +[2025-03-24 23:04:44,192 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 9/142 +[2025-03-24 23:04:44,216 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, 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2330458] Test: 70/78-scene0607_01, Batch: 123/142 +[2025-03-24 23:04:47,330 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 124/142 +[2025-03-24 23:04:47,352 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 125/142 +[2025-03-24 23:04:47,373 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 126/142 +[2025-03-24 23:04:47,397 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 127/142 +[2025-03-24 23:04:47,419 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 128/142 +[2025-03-24 23:04:47,440 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 129/142 +[2025-03-24 23:04:47,463 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 130/142 +[2025-03-24 23:04:47,486 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 131/142 +[2025-03-24 23:04:47,508 INFO test.py line 201 2330458] Test: 70/78-scene0607_01, Batch: 132/142 +[2025-03-24 23:04:47,530 INFO test.py line 201 2330458] Test: 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INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 0/130 +[2025-03-24 23:04:47,889 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 1/130 +[2025-03-24 23:04:47,923 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 2/130 +[2025-03-24 23:04:47,957 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 3/130 +[2025-03-24 23:04:47,991 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 4/130 +[2025-03-24 23:04:48,025 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 5/130 +[2025-03-24 23:04:48,058 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 6/130 +[2025-03-24 23:04:48,091 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 7/130 +[2025-03-24 23:04:48,124 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 8/130 +[2025-03-24 23:04:48,158 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 9/130 +[2025-03-24 23:04:48,190 INFO test.py line 201 2330458] Test: 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23:04:51,809 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 113/130 +[2025-03-24 23:04:51,843 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 114/130 +[2025-03-24 23:04:51,878 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 115/130 +[2025-03-24 23:04:51,913 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 116/130 +[2025-03-24 23:04:51,947 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 117/130 +[2025-03-24 23:04:51,981 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 118/130 +[2025-03-24 23:04:52,015 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 119/130 +[2025-03-24 23:04:52,049 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 120/130 +[2025-03-24 23:04:52,082 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 121/130 +[2025-03-24 23:04:52,125 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 122/130 +[2025-03-24 23:04:52,158 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 123/130 +[2025-03-24 23:04:52,191 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 124/130 +[2025-03-24 23:04:52,225 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 125/130 +[2025-03-24 23:04:52,259 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 126/130 +[2025-03-24 23:04:52,294 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 127/130 +[2025-03-24 23:04:52,328 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 128/130 +[2025-03-24 23:04:52,360 INFO test.py line 201 2330458] Test: 71/78-scene0203_01, Batch: 129/130 +[2025-03-24 23:04:52,597 INFO test.py line 291 2330458] Test: scene0203_01 [71/78]-206210 Batch 4.782 (4.357) Accuracy 0.7505 (0.3967) mIoU 0.2574 (0.3020) +[2025-03-24 23:04:52,620 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 0/136 +[2025-03-24 23:04:52,641 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 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+[2025-03-24 23:04:55,283 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 125/136 +[2025-03-24 23:04:55,303 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 126/136 +[2025-03-24 23:04:55,324 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 127/136 +[2025-03-24 23:04:55,348 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 128/136 +[2025-03-24 23:04:55,368 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 129/136 +[2025-03-24 23:04:55,388 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 130/136 +[2025-03-24 23:04:55,408 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 131/136 +[2025-03-24 23:04:55,428 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 132/136 +[2025-03-24 23:04:55,448 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 133/136 +[2025-03-24 23:04:55,468 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 134/136 +[2025-03-24 23:04:55,489 INFO test.py line 201 2330458] Test: 72/78-scene0684_01, Batch: 135/136 +[2025-03-24 23:04:55,535 INFO test.py line 291 2330458] Test: scene0684_01 [72/78]-39474 Batch 2.938 (4.338) Accuracy 0.8868 (0.3966) mIoU 0.3583 (0.3020) +[2025-03-24 23:04:55,564 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 0/117 +[2025-03-24 23:04:55,591 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 1/117 +[2025-03-24 23:04:55,616 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 2/117 +[2025-03-24 23:04:55,645 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 3/117 +[2025-03-24 23:04:55,676 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 4/117 +[2025-03-24 23:04:55,703 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 5/117 +[2025-03-24 23:04:55,735 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 6/117 +[2025-03-24 23:04:55,767 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, 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23:04:56,128 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 18/117 +[2025-03-24 23:04:56,152 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 19/117 +[2025-03-24 23:04:56,174 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 20/117 +[2025-03-24 23:04:56,200 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 21/117 +[2025-03-24 23:04:56,222 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 22/117 +[2025-03-24 23:04:56,245 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 23/117 +[2025-03-24 23:04:56,267 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 24/117 +[2025-03-24 23:04:56,290 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 25/117 +[2025-03-24 23:04:56,312 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 26/117 +[2025-03-24 23:04:56,335 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 27/117 +[2025-03-24 23:04:56,358 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 28/117 +[2025-03-24 23:04:56,380 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 29/117 +[2025-03-24 23:04:56,405 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 30/117 +[2025-03-24 23:04:56,428 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 31/117 +[2025-03-24 23:04:56,451 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 32/117 +[2025-03-24 23:04:56,474 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 33/117 +[2025-03-24 23:04:56,497 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 34/117 +[2025-03-24 23:04:56,520 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 35/117 +[2025-03-24 23:04:56,543 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 36/117 +[2025-03-24 23:04:56,566 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 37/117 +[2025-03-24 23:04:56,589 INFO test.py line 201 2330458] Test: 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23:04:57,071 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 59/117 +[2025-03-24 23:04:57,093 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 60/117 +[2025-03-24 23:04:57,115 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 61/117 +[2025-03-24 23:04:57,138 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 62/117 +[2025-03-24 23:04:57,160 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 63/117 +[2025-03-24 23:04:57,183 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 64/117 +[2025-03-24 23:04:57,206 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 65/117 +[2025-03-24 23:04:57,228 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 66/117 +[2025-03-24 23:04:57,250 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 67/117 +[2025-03-24 23:04:57,272 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 68/117 +[2025-03-24 23:04:57,294 INFO test.py line 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23:04:58,066 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 100/117 +[2025-03-24 23:04:58,088 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 101/117 +[2025-03-24 23:04:58,112 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 102/117 +[2025-03-24 23:04:58,134 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 103/117 +[2025-03-24 23:04:58,157 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 104/117 +[2025-03-24 23:04:58,181 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 105/117 +[2025-03-24 23:04:58,205 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 106/117 +[2025-03-24 23:04:58,226 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 107/117 +[2025-03-24 23:04:58,249 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 108/117 +[2025-03-24 23:04:58,274 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 109/117 +[2025-03-24 23:04:58,297 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 110/117 +[2025-03-24 23:04:58,318 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 111/117 +[2025-03-24 23:04:58,346 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 112/117 +[2025-03-24 23:04:58,380 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 113/117 +[2025-03-24 23:04:58,414 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 114/117 +[2025-03-24 23:04:58,446 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 115/117 +[2025-03-24 23:04:58,478 INFO test.py line 201 2330458] Test: 73/78-scene0686_02, Batch: 116/117 +[2025-03-24 23:04:58,571 INFO test.py line 291 2330458] Test: scene0686_02 [73/78]-84543 Batch 3.034 (4.320) Accuracy 0.6829 (0.3960) mIoU 0.1066 (0.3009) +[2025-03-24 23:04:58,612 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 0/147 +[2025-03-24 23:04:58,652 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 1/147 +[2025-03-24 23:04:58,694 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 2/147 +[2025-03-24 23:04:58,733 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 3/147 +[2025-03-24 23:04:58,771 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 4/147 +[2025-03-24 23:04:58,810 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 5/147 +[2025-03-24 23:04:58,850 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 6/147 +[2025-03-24 23:04:58,888 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 7/147 +[2025-03-24 23:04:58,925 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 8/147 +[2025-03-24 23:04:58,965 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 9/147 +[2025-03-24 23:04:59,163 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 10/147 +[2025-03-24 23:04:59,208 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 11/147 +[2025-03-24 23:04:59,255 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 12/147 +[2025-03-24 23:04:59,288 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 13/147 +[2025-03-24 23:04:59,321 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 14/147 +[2025-03-24 23:04:59,356 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 15/147 +[2025-03-24 23:04:59,389 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 16/147 +[2025-03-24 23:04:59,422 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 17/147 +[2025-03-24 23:04:59,456 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 18/147 +[2025-03-24 23:04:59,489 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 19/147 +[2025-03-24 23:04:59,521 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 20/147 +[2025-03-24 23:04:59,554 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 21/147 +[2025-03-24 23:04:59,587 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 22/147 +[2025-03-24 23:04:59,620 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 23/147 +[2025-03-24 23:04:59,652 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 24/147 +[2025-03-24 23:04:59,684 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 25/147 +[2025-03-24 23:04:59,729 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 26/147 +[2025-03-24 23:04:59,787 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 27/147 +[2025-03-24 23:04:59,857 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 28/147 +[2025-03-24 23:04:59,890 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 29/147 +[2025-03-24 23:04:59,924 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 30/147 +[2025-03-24 23:04:59,957 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 31/147 +[2025-03-24 23:04:59,990 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, 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+[2025-03-24 23:05:03,158 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 125/147 +[2025-03-24 23:05:03,191 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 126/147 +[2025-03-24 23:05:03,225 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 127/147 +[2025-03-24 23:05:03,258 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 128/147 +[2025-03-24 23:05:03,295 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 129/147 +[2025-03-24 23:05:03,330 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 130/147 +[2025-03-24 23:05:03,363 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 131/147 +[2025-03-24 23:05:03,398 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 132/147 +[2025-03-24 23:05:03,431 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 133/147 +[2025-03-24 23:05:03,463 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 134/147 +[2025-03-24 23:05:03,498 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 135/147 +[2025-03-24 23:05:03,530 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 136/147 +[2025-03-24 23:05:03,562 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 137/147 +[2025-03-24 23:05:03,596 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 138/147 +[2025-03-24 23:05:03,628 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 139/147 +[2025-03-24 23:05:03,659 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 140/147 +[2025-03-24 23:05:03,691 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 141/147 +[2025-03-24 23:05:03,722 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 142/147 +[2025-03-24 23:05:03,754 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 143/147 +[2025-03-24 23:05:03,786 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 144/147 +[2025-03-24 23:05:03,818 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 145/147 +[2025-03-24 23:05:03,850 INFO test.py line 201 2330458] Test: 74/78-scene0697_02, Batch: 146/147 +[2025-03-24 23:05:04,034 INFO test.py line 291 2330458] Test: scene0697_02 [74/78]-166855 Batch 5.463 (4.335) Accuracy 0.7194 (0.3969) mIoU 0.1849 (0.3017) +[2025-03-24 23:05:04,089 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 0/130 +[2025-03-24 23:05:04,122 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 1/130 +[2025-03-24 23:05:04,153 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 2/130 +[2025-03-24 23:05:04,184 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 3/130 +[2025-03-24 23:05:04,217 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 4/130 +[2025-03-24 23:05:04,249 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 5/130 +[2025-03-24 23:05:04,280 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 6/130 +[2025-03-24 23:05:04,319 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 7/130 +[2025-03-24 23:05:04,351 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 8/130 +[2025-03-24 23:05:04,383 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 9/130 +[2025-03-24 23:05:04,417 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 10/130 +[2025-03-24 23:05:04,448 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 11/130 +[2025-03-24 23:05:04,481 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 12/130 +[2025-03-24 23:05:04,515 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 13/130 +[2025-03-24 23:05:04,547 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 14/130 +[2025-03-24 23:05:04,579 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 15/130 +[2025-03-24 23:05:04,613 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 16/130 +[2025-03-24 23:05:04,644 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 17/130 +[2025-03-24 23:05:04,676 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 18/130 +[2025-03-24 23:05:04,709 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 19/130 +[2025-03-24 23:05:04,741 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 20/130 +[2025-03-24 23:05:04,779 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 21/130 +[2025-03-24 23:05:04,814 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 22/130 +[2025-03-24 23:05:04,846 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 23/130 +[2025-03-24 23:05:04,879 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 24/130 +[2025-03-24 23:05:04,911 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 25/130 +[2025-03-24 23:05:04,942 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 26/130 +[2025-03-24 23:05:04,972 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 27/130 +[2025-03-24 23:05:05,002 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 28/130 +[2025-03-24 23:05:05,031 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 29/130 +[2025-03-24 23:05:05,060 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 30/130 +[2025-03-24 23:05:05,089 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 31/130 +[2025-03-24 23:05:05,119 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 32/130 +[2025-03-24 23:05:05,148 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 33/130 +[2025-03-24 23:05:05,178 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 34/130 +[2025-03-24 23:05:05,207 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 35/130 +[2025-03-24 23:05:05,236 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 36/130 +[2025-03-24 23:05:05,265 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, 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23:05:05,593 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 48/130 +[2025-03-24 23:05:05,622 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 49/130 +[2025-03-24 23:05:05,650 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 50/130 +[2025-03-24 23:05:05,679 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 51/130 +[2025-03-24 23:05:05,707 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 52/130 +[2025-03-24 23:05:05,739 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 53/130 +[2025-03-24 23:05:05,767 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 54/130 +[2025-03-24 23:05:05,795 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 55/130 +[2025-03-24 23:05:05,825 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 56/130 +[2025-03-24 23:05:05,854 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 57/130 +[2025-03-24 23:05:05,883 INFO test.py line 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Batch: 119/130 +[2025-03-24 23:05:07,802 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 120/130 +[2025-03-24 23:05:07,839 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 121/130 +[2025-03-24 23:05:07,877 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-03-24 23:05:07,916 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-03-24 23:05:07,955 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-03-24 23:05:07,992 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-03-24 23:05:08,028 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-03-24 23:05:08,058 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 127/130 +[2025-03-24 23:05:08,088 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 128/130 +[2025-03-24 23:05:08,118 INFO test.py line 201 2330458] Test: 75/78-scene0081_01, Batch: 129/130 +[2025-03-24 23:05:08,314 INFO test.py line 291 2330458] Test: scene0081_01 [75/78]-179955 Batch 4.279 (4.335) Accuracy 0.8780 (0.3965) mIoU 0.1923 (0.3022) +[2025-03-24 23:05:08,344 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 0/143 +[2025-03-24 23:05:08,368 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 1/143 +[2025-03-24 23:05:08,393 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 2/143 +[2025-03-24 23:05:08,418 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 3/143 +[2025-03-24 23:05:08,444 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 4/143 +[2025-03-24 23:05:08,469 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 5/143 +[2025-03-24 23:05:08,493 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 6/143 +[2025-03-24 23:05:08,517 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 7/143 +[2025-03-24 23:05:08,543 INFO test.py line 201 2330458] Test: 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test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 121/143 +[2025-03-24 23:05:11,550 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 122/143 +[2025-03-24 23:05:11,574 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 123/143 +[2025-03-24 23:05:11,599 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 124/143 +[2025-03-24 23:05:11,623 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 125/143 +[2025-03-24 23:05:11,648 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 126/143 +[2025-03-24 23:05:11,672 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 127/143 +[2025-03-24 23:05:11,697 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 128/143 +[2025-03-24 23:05:11,721 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 129/143 +[2025-03-24 23:05:11,746 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 130/143 +[2025-03-24 23:05:11,772 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 131/143 +[2025-03-24 23:05:11,796 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 132/143 +[2025-03-24 23:05:11,821 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 133/143 +[2025-03-24 23:05:11,856 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 134/143 +[2025-03-24 23:05:11,882 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 135/143 +[2025-03-24 23:05:11,909 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 136/143 +[2025-03-24 23:05:11,936 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 137/143 +[2025-03-24 23:05:11,963 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 138/143 +[2025-03-24 23:05:11,990 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-03-24 23:05:12,016 INFO test.py line 201 2330458] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-03-24 23:05:12,043 INFO test.py line 201 2330458] Test: 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line 201 2330458] Test: 77/78-scene0095_01, Batch: 7/130 +[2025-03-24 23:05:12,522 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 8/130 +[2025-03-24 23:05:12,557 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 9/130 +[2025-03-24 23:05:12,592 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 10/130 +[2025-03-24 23:05:12,627 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 11/130 +[2025-03-24 23:05:12,661 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 12/130 +[2025-03-24 23:05:12,696 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 13/130 +[2025-03-24 23:05:12,731 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 14/130 +[2025-03-24 23:05:12,766 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 15/130 +[2025-03-24 23:05:12,801 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 16/130 +[2025-03-24 23:05:12,837 INFO test.py line 201 2330458] Test: 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Batch: 109/130 +[2025-03-24 23:05:15,983 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 110/130 +[2025-03-24 23:05:16,018 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 111/130 +[2025-03-24 23:05:16,052 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 112/130 +[2025-03-24 23:05:16,085 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 113/130 +[2025-03-24 23:05:16,120 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 114/130 +[2025-03-24 23:05:16,154 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 115/130 +[2025-03-24 23:05:16,194 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 116/130 +[2025-03-24 23:05:16,228 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 117/130 +[2025-03-24 23:05:16,262 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 118/130 +[2025-03-24 23:05:16,306 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 119/130 +[2025-03-24 23:05:16,339 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 120/130 +[2025-03-24 23:05:16,373 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 121/130 +[2025-03-24 23:05:16,406 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-03-24 23:05:16,442 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-03-24 23:05:16,476 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-03-24 23:05:16,508 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-03-24 23:05:16,540 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-03-24 23:05:16,573 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-03-24 23:05:16,606 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-03-24 23:05:16,639 INFO test.py line 201 2330458] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-03-24 23:05:16,889 INFO test.py line 291 2330458] Test: scene0095_01 [77/78]-216254 Batch 4.693 (4.333) Accuracy 0.9031 (0.3974) mIoU 0.2827 (0.3030) +[2025-03-24 23:05:16,919 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-03-24 23:05:16,945 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-03-24 23:05:16,971 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-03-24 23:05:16,997 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 3/147 +[2025-03-24 23:05:17,025 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 4/147 +[2025-03-24 23:05:17,051 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 5/147 +[2025-03-24 23:05:17,078 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 6/147 +[2025-03-24 23:05:17,105 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 7/147 +[2025-03-24 23:05:17,132 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, 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test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 111/147 +[2025-03-24 23:05:19,990 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 112/147 +[2025-03-24 23:05:20,021 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 113/147 +[2025-03-24 23:05:20,052 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 114/147 +[2025-03-24 23:05:20,081 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 115/147 +[2025-03-24 23:05:20,110 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 116/147 +[2025-03-24 23:05:20,139 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 117/147 +[2025-03-24 23:05:20,169 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 118/147 +[2025-03-24 23:05:20,201 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 119/147 +[2025-03-24 23:05:20,230 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 120/147 +[2025-03-24 23:05:20,259 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 121/147 +[2025-03-24 23:05:20,288 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 122/147 +[2025-03-24 23:05:20,318 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 123/147 +[2025-03-24 23:05:20,348 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 124/147 +[2025-03-24 23:05:20,377 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 125/147 +[2025-03-24 23:05:20,406 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 126/147 +[2025-03-24 23:05:20,437 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 127/147 +[2025-03-24 23:05:20,466 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 128/147 +[2025-03-24 23:05:20,494 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 129/147 +[2025-03-24 23:05:20,524 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 130/147 +[2025-03-24 23:05:20,554 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 131/147 +[2025-03-24 23:05:20,583 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 132/147 +[2025-03-24 23:05:20,613 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-03-24 23:05:20,645 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-03-24 23:05:20,675 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-03-24 23:05:20,703 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-03-24 23:05:20,731 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-03-24 23:05:20,761 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-03-24 23:05:20,789 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-03-24 23:05:20,818 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-03-24 23:05:20,846 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-03-24 23:05:20,875 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-03-24 23:05:20,903 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-03-24 23:05:20,930 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-03-24 23:05:20,959 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-03-24 23:05:20,988 INFO test.py line 201 2330458] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-03-24 23:05:21,151 INFO test.py line 291 2330458] Test: scene0187_01 [78/78]-144163 Batch 4.262 (4.332) Accuracy 0.8742 (0.3970) mIoU 0.2825 (0.3028) +[2025-03-24 23:05:21,941 INFO test.py line 308 2330458] Syncing ... +[2025-03-24 23:05:42,058 INFO test.py line 336 2330458] Val result: mIoU/mAcc/allAcc 0.3211/0.4235/0.7505 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_0 - wall Result: iou/accuracy 0.7037/0.9443 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_1 - floor Result: iou/accuracy 0.9059/0.9821 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_2 - cabinet Result: iou/accuracy 0.2826/0.3739 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_3 - bed Result: iou/accuracy 0.4620/0.6003 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_4 - chair Result: iou/accuracy 0.6604/0.8159 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_5 - sofa Result: iou/accuracy 0.4280/0.4987 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_6 - table Result: iou/accuracy 0.4778/0.6636 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_7 - door Result: iou/accuracy 0.3306/0.4069 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_8 - window Result: iou/accuracy 0.2154/0.2724 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_9 - bookshelf Result: iou/accuracy 0.4987/0.6358 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_10 - picture Result: iou/accuracy 0.2328/0.3205 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_11 - counter Result: iou/accuracy 0.3106/0.5967 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_12 - desk Result: iou/accuracy 0.2468/0.3249 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_13 - curtain Result: iou/accuracy 0.3355/0.5214 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_14 - refridgerator Result: iou/accuracy 0.1421/0.2894 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_15 - shower curtain Result: iou/accuracy 0.0000/0.0000 +[2025-03-24 23:05:42,059 INFO test.py line 342 2330458] Class_16 - toilet Result: iou/accuracy 0.0000/0.0000 +[2025-03-24 23:05:42,060 INFO test.py line 342 2330458] Class_17 - sink Result: iou/accuracy 0.1031/0.1318 +[2025-03-24 23:05:42,060 INFO test.py line 342 2330458] Class_18 - bathtub Result: iou/accuracy 0.0000/0.0000 +[2025-03-24 23:05:42,060 INFO test.py line 342 2330458] Class_19 - otherfurniture Result: iou/accuracy 0.0855/0.0915 +[2025-03-24 23:05:42,060 INFO test.py line 350 2330458] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<