diff --git "a/scannet/semseg-spunet-base-lin/train.log" "b/scannet/semseg-spunet-base-lin/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-base-lin/train.log" @@ -0,0 +1,22112 @@ +[2025-03-27 15:30:51,456 INFO train.py line 128 8122] => Loading config ... +[2025-03-27 15:30:51,456 INFO train.py line 130 8122] Save path: exp/scannet/semseg-spunet-base-lin +[2025-03-27 15:30:51,982 INFO train.py line 131 8122] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 42987663 +save_path = 'exp/scannet/semseg-spunet-base-lin' +num_worker = 64 +batch_size = 32 +batch_size_val = None +batch_size_test = None +epoch = 800 +eval_epoch = 100 +clip_grad = None +sync_bn = False +enable_amp = True +empty_cache = False +empty_cache_per_epoch = False +find_unused_parameters = False +mix_prob = 0.8 +param_dicts = None +hooks = [ + dict(type='CheckpointLoader'), + dict(type='IterationTimer', warmup_iter=2), + dict(type='CustomInformationWriter', interval=50, key='loss'), + dict(type='CustomSemSegEvaluator'), + dict(type='CheckpointSaver', save_freq=None), + dict(type='PreciseEvaluator', test_last=False) +] +train = dict(type='DefaultTrainer') +test = dict(type='SemSegTester', verbose=True) +evaluate_interval = [(1, 1), (90, 1)] +model = dict( + type='DefaultSegmentorV2', + num_classes=20, + backbone_out_channels=96, + backbone=dict( + type='SpUNet-v1m1', + in_channels=6, + num_classes=0, + 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) + ], + freeze_backbone=True) +optimizer = dict(type='AdamW', lr=0.005, weight_decay=0.05) +scheduler = dict( + type='OneCycleLR', + max_lr=0.005, + 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', + 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 = 16 +batch_size_per_gpu = 8 +batch_size_val_per_gpu = 1 +batch_size_test_per_gpu = 1 + +[2025-03-27 15:30:51,983 INFO train.py line 132 8122] => Building model ... +[2025-03-27 15:30:52,397 INFO train.py line 225 8122] Num params: 1940 +[2025-03-27 15:30:52,811 INFO train.py line 134 8122] => Building writer ... +[2025-03-27 15:30:52,812 INFO train.py line 235 8122] Tensorboard writer logging dir: exp/scannet/semseg-spunet-base-lin +[2025-03-27 15:30:52,812 INFO train.py line 136 8122] => Building train dataset & dataloader ... +[2025-03-27 15:30:52,814 INFO defaults.py line 68 8122] Totally 1201 x 8 samples in scannet train set. +[2025-03-27 15:30:52,814 INFO train.py line 138 8122] => Building val dataset & dataloader ... +[2025-03-27 15:30:52,815 INFO defaults.py line 68 8122] Totally 312 x 1 samples in scannet val set. +[2025-03-27 15:30:52,815 INFO train.py line 140 8122] => Building optimize, scheduler, scaler(amp) ... +[2025-03-27 15:30:52,815 INFO train.py line 144 8122] => Building hooks ... +[2025-03-27 15:30:52,815 INFO misc.py line 214 8122] => Loading checkpoint & weight ... +[2025-03-27 15:30:52,815 INFO misc.py line 216 8122] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-03-27 15:30:53,469 INFO misc.py line 221 8122] Loading layer weights with keyword: , replace keyword with: +[2025-03-27 15:30:53,475 INFO misc.py line 238 8122] Missing keys: ['module.seg_head.weight', 'module.seg_head.bias'] +[2025-03-27 15:30:53,475 INFO train.py line 151 8122] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-03-27 15:31:21,733 INFO hook.py line 566 8122] Train: [1/100][50/300] Data 0.005 (0.004) Batch 0.363 (0.176) Remain 01:27:52 loss: 3.8556 Lr: 5.12342e-04 +[2025-03-27 15:31:33,470 INFO hook.py line 566 8122] Train: [1/100][100/300] Data 0.002 (0.004) Batch 0.157 (0.206) Remain 01:42:48 loss: 3.7274 Lr: 5.49233e-04 +[2025-03-27 15:31:44,519 INFO hook.py line 566 8122] Train: [1/100][150/300] Data 0.003 (0.004) Batch 0.128 (0.211) Remain 01:45:06 loss: 3.6626 Lr: 6.10269e-04 +[2025-03-27 15:31:55,731 INFO hook.py line 566 8122] Train: [1/100][200/300] Data 0.007 (0.004) Batch 0.259 (0.215) Remain 01:46:34 loss: 3.4774 Lr: 6.94779e-04 +[2025-03-27 15:32:06,482 INFO hook.py line 566 8122] Train: [1/100][250/300] Data 0.002 (0.004) Batch 0.172 (0.215) Remain 01:46:26 loss: 3.4535 Lr: 8.01836e-04 +[2025-03-27 15:32:14,643 INFO hook.py line 566 8122] Train: [1/100][300/300] Data 0.000 (0.005) Batch 0.076 (0.206) Remain 01:41:58 loss: 3.3946 Lr: 9.30266e-04 +[2025-03-27 15:32:14,643 INFO misc.py line 135 8122] Train result: loss: 3.6420 +[2025-03-27 15:32:14,709 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:32:27,682 INFO hook.py line 746 8122] Test: [1/78] Loss 3.3586 +[2025-03-27 15:32:27,730 INFO hook.py line 746 8122] Test: [2/78] Loss 3.0795 +[2025-03-27 15:32:27,773 INFO hook.py line 746 8122] Test: [3/78] Loss 3.1201 +[2025-03-27 15:32:27,815 INFO hook.py line 746 8122] Test: [4/78] Loss 2.9490 +[2025-03-27 15:32:27,844 INFO hook.py line 746 8122] Test: [5/78] Loss 3.1333 +[2025-03-27 15:32:27,904 INFO hook.py line 746 8122] Test: [6/78] Loss 3.1552 +[2025-03-27 15:32:27,956 INFO hook.py line 746 8122] Test: [7/78] Loss 3.2321 +[2025-03-27 15:32:27,979 INFO hook.py line 746 8122] Test: [8/78] Loss 2.8536 +[2025-03-27 15:32:28,019 INFO 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[71/78] Loss 3.4020 +[2025-03-27 15:32:30,265 INFO hook.py line 746 8122] Test: [72/78] Loss 2.8313 +[2025-03-27 15:32:30,308 INFO hook.py line 746 8122] Test: [73/78] Loss 3.0163 +[2025-03-27 15:32:30,345 INFO hook.py line 746 8122] Test: [74/78] Loss 3.3869 +[2025-03-27 15:32:30,390 INFO hook.py line 746 8122] Test: [75/78] Loss 3.1519 +[2025-03-27 15:32:30,415 INFO hook.py line 746 8122] Test: [76/78] Loss 3.0713 +[2025-03-27 15:32:30,466 INFO hook.py line 746 8122] Test: [77/78] Loss 2.9243 +[2025-03-27 15:32:30,489 INFO hook.py line 746 8122] Test: [78/78] Loss 2.9851 +[2025-03-27 15:32:31,537 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:32:31,537 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:32:31,537 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:32:31,537 INFO hook.py line 689 8122] wall : 0.3703 0.9993 +[2025-03-27 15:32:31,537 INFO hook.py line 689 8122] floor : 0.5997 0.6317 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] cabinet : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] bed : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] chair : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] sofa : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] table : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] door : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] window : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] bookshelf : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] picture : 0.0000 0.0000 +[2025-03-27 15:32:31,538 INFO hook.py line 689 8122] counter : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] desk : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] curtain : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] toilet : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] sink : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 689 8122] otherfurniture : 0.0000 0.0000 +[2025-03-27 15:32:31,539 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:32:31,539 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.0485/0.0816/0.4741. +[2025-03-27 15:32:31,540 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:32:31,564 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.0485 +[2025-03-27 15:32:31,564 INFO misc.py line 164 8122] Currently Best mIoU: 0.0485 +[2025-03-27 15:32:31,565 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:32:47,533 INFO hook.py line 566 8122] Train: [2/100][50/300] Data 0.002 (0.062) Batch 0.169 (0.234) Remain 01:55:41 loss: 3.2560 Lr: 1.07866e-03 +[2025-03-27 15:32:59,064 INFO hook.py line 566 8122] Train: [2/100][100/300] Data 0.002 (0.049) Batch 0.108 (0.232) Remain 01:54:36 loss: 3.1474 Lr: 1.24539e-03 +[2025-03-27 15:33:09,779 INFO hook.py line 566 8122] Train: [2/100][150/300] Data 0.006 (0.046) Batch 0.130 (0.226) Remain 01:51:23 loss: 3.0120 Lr: 1.42863e-03 +[2025-03-27 15:33:20,009 INFO hook.py line 566 8122] Train: [2/100][200/300] Data 0.001 (0.039) Batch 0.133 (0.221) Remain 01:48:30 loss: 2.8900 Lr: 1.62636e-03 +[2025-03-27 15:33:31,667 INFO hook.py line 566 8122] Train: [2/100][250/300] Data 0.003 (0.032) Batch 0.103 (0.223) Remain 01:49:34 loss: 2.9493 Lr: 1.83642e-03 +[2025-03-27 15:33:39,022 INFO hook.py line 566 8122] Train: [2/100][300/300] Data 0.000 (0.027) Batch 0.079 (0.210) Remain 01:43:06 loss: 2.9978 Lr: 2.05651e-03 +[2025-03-27 15:33:39,022 INFO misc.py line 135 8122] Train result: loss: 3.1002 +[2025-03-27 15:33:39,069 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:33:51,592 INFO hook.py line 746 8122] Test: [1/78] Loss 3.1068 +[2025-03-27 15:33:51,846 INFO hook.py line 746 8122] Test: [2/78] Loss 2.3940 +[2025-03-27 15:33:51,898 INFO hook.py line 746 8122] Test: [3/78] Loss 2.4963 +[2025-03-27 15:33:51,984 INFO hook.py line 746 8122] Test: [4/78] Loss 2.1354 +[2025-03-27 15:33:52,029 INFO hook.py line 746 8122] Test: [5/78] Loss 2.5363 +[2025-03-27 15:33:52,078 INFO hook.py line 746 8122] Test: [6/78] Loss 2.5696 +[2025-03-27 15:33:52,135 INFO hook.py line 746 8122] Test: [7/78] Loss 2.6312 +[2025-03-27 15:33:52,165 INFO hook.py line 746 8122] Test: [8/78] Loss 2.0343 +[2025-03-27 15:33:52,209 INFO hook.py line 746 8122] Test: [9/78] Loss 2.2203 +[2025-03-27 15:33:52,239 INFO hook.py line 746 8122] Test: [10/78] Loss 3.1588 +[2025-03-27 15:33:52,282 INFO hook.py line 746 8122] Test: [11/78] Loss 2.6953 +[2025-03-27 15:33:52,318 INFO hook.py line 746 8122] Test: [12/78] Loss 2.4154 +[2025-03-27 15:33:52,361 INFO hook.py line 746 8122] Test: [13/78] Loss 3.2682 +[2025-03-27 15:33:52,399 INFO hook.py line 746 8122] Test: [14/78] Loss 3.0685 +[2025-03-27 15:33:52,433 INFO hook.py line 746 8122] Test: [15/78] Loss 2.9615 +[2025-03-27 15:33:52,479 INFO hook.py line 746 8122] Test: [16/78] Loss 2.0341 +[2025-03-27 15:33:52,517 INFO hook.py line 746 8122] Test: [17/78] Loss 2.1338 +[2025-03-27 15:33:52,549 INFO hook.py line 746 8122] Test: [18/78] Loss 2.7899 +[2025-03-27 15:33:52,589 INFO hook.py line 746 8122] Test: [19/78] Loss 2.4451 +[2025-03-27 15:33:52,621 INFO hook.py line 746 8122] Test: [20/78] Loss 2.1285 +[2025-03-27 15:33:52,656 INFO hook.py line 746 8122] Test: [21/78] Loss 2.0022 +[2025-03-27 15:33:52,693 INFO hook.py line 746 8122] Test: [22/78] Loss 2.7884 +[2025-03-27 15:33:52,721 INFO hook.py line 746 8122] Test: [23/78] Loss 2.6962 +[2025-03-27 15:33:52,760 INFO hook.py line 746 8122] Test: [24/78] Loss 2.3926 +[2025-03-27 15:33:52,797 INFO hook.py line 746 8122] Test: [25/78] Loss 2.7786 +[2025-03-27 15:33:52,834 INFO hook.py line 746 8122] Test: [26/78] Loss 2.2759 +[2025-03-27 15:33:52,881 INFO hook.py line 746 8122] Test: [27/78] Loss 2.8228 +[2025-03-27 15:33:52,914 INFO hook.py line 746 8122] Test: [28/78] Loss 3.2462 +[2025-03-27 15:33:52,949 INFO hook.py line 746 8122] Test: [29/78] Loss 2.0670 +[2025-03-27 15:33:52,999 INFO hook.py line 746 8122] Test: [30/78] Loss 2.5460 +[2025-03-27 15:33:53,053 INFO hook.py line 746 8122] Test: [31/78] Loss 2.4745 +[2025-03-27 15:33:53,086 INFO hook.py line 746 8122] Test: [32/78] Loss 3.0789 +[2025-03-27 15:33:53,134 INFO hook.py line 746 8122] Test: [33/78] Loss 2.1188 +[2025-03-27 15:33:53,168 INFO hook.py line 746 8122] Test: [34/78] Loss 2.4837 +[2025-03-27 15:33:53,201 INFO hook.py line 746 8122] Test: [35/78] Loss 2.1879 +[2025-03-27 15:33:53,234 INFO hook.py line 746 8122] Test: [36/78] Loss 2.4137 +[2025-03-27 15:33:53,267 INFO hook.py line 746 8122] Test: [37/78] Loss 2.5611 +[2025-03-27 15:33:53,298 INFO hook.py line 746 8122] Test: [38/78] Loss 2.3329 +[2025-03-27 15:33:53,354 INFO hook.py line 746 8122] Test: [39/78] Loss 2.7864 +[2025-03-27 15:33:53,400 INFO hook.py line 746 8122] Test: [40/78] Loss 2.9373 +[2025-03-27 15:33:53,438 INFO hook.py line 746 8122] Test: [41/78] Loss 2.3055 +[2025-03-27 15:33:53,468 INFO hook.py line 746 8122] Test: [42/78] Loss 3.1072 +[2025-03-27 15:33:53,500 INFO hook.py line 746 8122] Test: [43/78] Loss 3.0775 +[2025-03-27 15:33:53,555 INFO hook.py line 746 8122] Test: [44/78] Loss 2.3386 +[2025-03-27 15:33:53,586 INFO hook.py line 746 8122] Test: [45/78] Loss 2.8883 +[2025-03-27 15:33:53,630 INFO hook.py line 746 8122] Test: [46/78] Loss 3.1389 +[2025-03-27 15:33:53,663 INFO hook.py line 746 8122] Test: [47/78] Loss 2.6151 +[2025-03-27 15:33:53,692 INFO hook.py line 746 8122] Test: [48/78] Loss 2.7181 +[2025-03-27 15:33:53,720 INFO hook.py line 746 8122] Test: [49/78] Loss 3.2539 +[2025-03-27 15:33:53,747 INFO hook.py line 746 8122] Test: [50/78] Loss 2.5148 +[2025-03-27 15:33:53,771 INFO hook.py line 746 8122] Test: [51/78] Loss 3.2563 +[2025-03-27 15:33:53,801 INFO hook.py line 746 8122] Test: [52/78] Loss 2.7941 +[2025-03-27 15:33:53,822 INFO hook.py line 746 8122] Test: [53/78] Loss 2.1007 +[2025-03-27 15:33:53,853 INFO hook.py line 746 8122] Test: [54/78] Loss 2.9675 +[2025-03-27 15:33:53,886 INFO hook.py line 746 8122] Test: [55/78] Loss 1.9269 +[2025-03-27 15:33:53,920 INFO hook.py line 746 8122] Test: [56/78] Loss 2.0912 +[2025-03-27 15:33:53,949 INFO hook.py line 746 8122] Test: [57/78] Loss 2.5913 +[2025-03-27 15:33:53,971 INFO hook.py line 746 8122] Test: [58/78] Loss 2.7503 +[2025-03-27 15:33:54,006 INFO hook.py line 746 8122] Test: [59/78] Loss 2.3069 +[2025-03-27 15:33:54,035 INFO hook.py line 746 8122] Test: [60/78] Loss 2.2977 +[2025-03-27 15:33:54,055 INFO hook.py line 746 8122] Test: [61/78] Loss 3.4190 +[2025-03-27 15:33:54,083 INFO hook.py line 746 8122] Test: [62/78] Loss 2.3417 +[2025-03-27 15:33:54,116 INFO hook.py line 746 8122] Test: [63/78] Loss 2.5031 +[2025-03-27 15:33:54,166 INFO hook.py line 746 8122] Test: [64/78] Loss 2.7299 +[2025-03-27 15:33:54,189 INFO hook.py line 746 8122] Test: [65/78] Loss 3.2471 +[2025-03-27 15:33:54,226 INFO hook.py line 746 8122] Test: [66/78] Loss 2.6603 +[2025-03-27 15:33:54,260 INFO hook.py line 746 8122] Test: [67/78] Loss 2.5917 +[2025-03-27 15:33:54,289 INFO hook.py line 746 8122] Test: [68/78] Loss 2.5118 +[2025-03-27 15:33:54,315 INFO hook.py line 746 8122] Test: [69/78] Loss 1.7413 +[2025-03-27 15:33:54,366 INFO hook.py line 746 8122] Test: [70/78] Loss 2.5294 +[2025-03-27 15:33:54,403 INFO hook.py line 746 8122] Test: [71/78] Loss 2.9376 +[2025-03-27 15:33:54,449 INFO hook.py line 746 8122] Test: [72/78] Loss 2.0161 +[2025-03-27 15:33:54,493 INFO hook.py line 746 8122] Test: [73/78] Loss 2.3237 +[2025-03-27 15:33:54,530 INFO hook.py line 746 8122] Test: [74/78] Loss 2.9307 +[2025-03-27 15:33:54,575 INFO hook.py line 746 8122] Test: [75/78] Loss 2.4152 +[2025-03-27 15:33:54,600 INFO hook.py line 746 8122] Test: [76/78] Loss 2.3532 +[2025-03-27 15:33:54,650 INFO hook.py line 746 8122] Test: [77/78] Loss 2.1825 +[2025-03-27 15:33:54,674 INFO hook.py line 746 8122] Test: [78/78] Loss 2.1836 +[2025-03-27 15:33:55,853 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:33:55,853 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:33:55,853 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:33:55,853 INFO hook.py line 689 8122] wall : 0.4660 0.9606 +[2025-03-27 15:33:55,853 INFO hook.py line 689 8122] floor : 0.6492 0.9292 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] cabinet : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] bed : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] chair : 0.1315 0.1414 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] sofa : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] table : 0.0059 0.0059 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] door : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] window : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] bookshelf : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] picture : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] counter : 0.0000 0.0000 +[2025-03-27 15:33:55,854 INFO hook.py line 689 8122] desk : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 689 8122] curtain : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 689 8122] toilet : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 689 8122] sink : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 689 8122] otherfurniture : 0.0000 0.0000 +[2025-03-27 15:33:55,855 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:33:55,855 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.0626/0.1019/0.5560. +[2025-03-27 15:33:55,856 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:33:55,881 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.0626 +[2025-03-27 15:33:55,881 INFO misc.py line 164 8122] Currently Best mIoU: 0.0626 +[2025-03-27 15:33:55,882 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:34:11,247 INFO hook.py line 566 8122] Train: [3/100][50/300] Data 0.006 (0.058) Batch 0.223 (0.210) Remain 01:42:43 loss: 3.1220 Lr: 2.28420e-03 +[2025-03-27 15:34:22,274 INFO hook.py line 566 8122] Train: [3/100][100/300] Data 0.003 (0.056) Batch 0.177 (0.215) Remain 01:45:10 loss: 2.7298 Lr: 2.51700e-03 +[2025-03-27 15:34:33,355 INFO hook.py line 566 8122] Train: [3/100][150/300] Data 0.002 (0.054) Batch 0.202 (0.218) Remain 01:46:02 loss: 2.8364 Lr: 2.75236e-03 +[2025-03-27 15:34:44,066 INFO hook.py line 566 8122] Train: [3/100][200/300] Data 0.006 (0.059) Batch 0.138 (0.217) Remain 01:45:27 loss: 2.4535 Lr: 2.98769e-03 +[2025-03-27 15:34:55,203 INFO hook.py line 566 8122] Train: [3/100][250/300] Data 0.004 (0.061) Batch 0.109 (0.218) Remain 01:45:52 loss: 2.6391 Lr: 3.22041e-03 +[2025-03-27 15:35:02,464 INFO hook.py line 566 8122] Train: [3/100][300/300] Data 0.000 (0.058) Batch 0.071 (0.206) Remain 01:39:45 loss: 2.4727 Lr: 3.44798e-03 +[2025-03-27 15:35:02,464 INFO misc.py line 135 8122] Train result: loss: 2.7495 +[2025-03-27 15:35:02,504 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:35:15,212 INFO hook.py line 746 8122] Test: [1/78] Loss 3.0688 +[2025-03-27 15:35:15,258 INFO hook.py line 746 8122] Test: [2/78] Loss 2.0531 +[2025-03-27 15:35:15,307 INFO hook.py line 746 8122] Test: [3/78] Loss 2.1739 +[2025-03-27 15:35:15,380 INFO hook.py line 746 8122] Test: [4/78] Loss 1.7479 +[2025-03-27 15:35:15,417 INFO hook.py line 746 8122] Test: [5/78] Loss 2.2557 +[2025-03-27 15:35:15,472 INFO hook.py line 746 8122] Test: [6/78] Loss 2.2659 +[2025-03-27 15:35:15,523 INFO hook.py line 746 8122] Test: [7/78] Loss 2.2503 +[2025-03-27 15:35:15,548 INFO hook.py line 746 8122] Test: [8/78] Loss 1.6608 +[2025-03-27 15:35:15,663 INFO hook.py line 746 8122] Test: [9/78] Loss 1.8990 +[2025-03-27 15:35:15,690 INFO hook.py line 746 8122] Test: [10/78] Loss 3.0298 +[2025-03-27 15:35:15,732 INFO hook.py line 746 8122] Test: [11/78] Loss 2.3417 +[2025-03-27 15:35:15,761 INFO hook.py line 746 8122] Test: [12/78] Loss 2.0826 +[2025-03-27 15:35:15,804 INFO hook.py line 746 8122] Test: [13/78] Loss 3.0454 +[2025-03-27 15:35:15,842 INFO hook.py line 746 8122] Test: [14/78] Loss 2.7655 +[2025-03-27 15:35:15,876 INFO hook.py line 746 8122] Test: [15/78] Loss 2.7163 +[2025-03-27 15:35:15,916 INFO hook.py line 746 8122] Test: [16/78] Loss 1.6186 +[2025-03-27 15:35:15,951 INFO hook.py line 746 8122] Test: [17/78] Loss 1.8360 +[2025-03-27 15:35:15,991 INFO hook.py line 746 8122] Test: [18/78] Loss 2.4798 +[2025-03-27 15:35:16,033 INFO hook.py line 746 8122] Test: [19/78] Loss 2.1348 +[2025-03-27 15:35:16,065 INFO hook.py line 746 8122] Test: [20/78] Loss 1.8091 +[2025-03-27 15:35:16,097 INFO hook.py line 746 8122] Test: [21/78] Loss 1.6165 +[2025-03-27 15:35:16,138 INFO hook.py line 746 8122] Test: [22/78] Loss 2.5369 +[2025-03-27 15:35:16,175 INFO hook.py line 746 8122] Test: [23/78] Loss 2.3902 +[2025-03-27 15:35:16,218 INFO hook.py line 746 8122] Test: [24/78] Loss 2.0806 +[2025-03-27 15:35:16,262 INFO hook.py line 746 8122] Test: [25/78] Loss 2.5985 +[2025-03-27 15:35:16,304 INFO hook.py line 746 8122] Test: [26/78] Loss 2.0256 +[2025-03-27 15:35:16,358 INFO hook.py line 746 8122] Test: [27/78] Loss 2.5922 +[2025-03-27 15:35:16,391 INFO hook.py line 746 8122] Test: [28/78] Loss 2.9431 +[2025-03-27 15:35:16,426 INFO hook.py line 746 8122] Test: [29/78] Loss 1.6744 +[2025-03-27 15:35:16,475 INFO hook.py line 746 8122] Test: [30/78] Loss 2.2608 +[2025-03-27 15:35:16,529 INFO hook.py line 746 8122] Test: [31/78] Loss 2.1268 +[2025-03-27 15:35:16,560 INFO hook.py line 746 8122] Test: [32/78] Loss 2.7974 +[2025-03-27 15:35:16,606 INFO hook.py line 746 8122] Test: [33/78] Loss 1.8479 +[2025-03-27 15:35:16,640 INFO hook.py line 746 8122] Test: [34/78] Loss 2.1821 +[2025-03-27 15:35:16,673 INFO hook.py line 746 8122] Test: [35/78] Loss 1.9035 +[2025-03-27 15:35:16,713 INFO hook.py line 746 8122] Test: [36/78] Loss 2.1346 +[2025-03-27 15:35:16,754 INFO hook.py line 746 8122] Test: [37/78] Loss 2.2684 +[2025-03-27 15:35:16,782 INFO hook.py line 746 8122] Test: [38/78] Loss 1.9128 +[2025-03-27 15:35:16,839 INFO hook.py line 746 8122] Test: [39/78] Loss 2.4870 +[2025-03-27 15:35:16,884 INFO hook.py line 746 8122] Test: [40/78] Loss 2.7312 +[2025-03-27 15:35:16,922 INFO hook.py line 746 8122] Test: [41/78] Loss 2.0528 +[2025-03-27 15:35:16,945 INFO hook.py line 746 8122] Test: [42/78] Loss 2.8904 +[2025-03-27 15:35:16,977 INFO hook.py line 746 8122] Test: [43/78] Loss 3.0358 +[2025-03-27 15:35:17,033 INFO hook.py line 746 8122] Test: [44/78] Loss 1.9810 +[2025-03-27 15:35:17,061 INFO hook.py line 746 8122] Test: [45/78] Loss 2.7365 +[2025-03-27 15:35:17,105 INFO hook.py line 746 8122] Test: [46/78] Loss 3.0784 +[2025-03-27 15:35:17,138 INFO hook.py line 746 8122] Test: [47/78] Loss 2.3158 +[2025-03-27 15:35:17,167 INFO hook.py line 746 8122] Test: [48/78] Loss 2.3996 +[2025-03-27 15:35:17,195 INFO hook.py line 746 8122] Test: [49/78] Loss 3.0015 +[2025-03-27 15:35:17,223 INFO hook.py line 746 8122] Test: [50/78] Loss 2.2192 +[2025-03-27 15:35:17,247 INFO hook.py line 746 8122] Test: [51/78] Loss 3.0423 +[2025-03-27 15:35:17,276 INFO hook.py line 746 8122] Test: [52/78] Loss 2.5581 +[2025-03-27 15:35:17,298 INFO hook.py line 746 8122] Test: [53/78] Loss 1.8372 +[2025-03-27 15:35:17,328 INFO hook.py line 746 8122] Test: [54/78] Loss 2.7376 +[2025-03-27 15:35:17,360 INFO hook.py line 746 8122] Test: [55/78] Loss 1.5423 +[2025-03-27 15:35:17,395 INFO hook.py line 746 8122] Test: [56/78] Loss 1.8065 +[2025-03-27 15:35:17,423 INFO hook.py line 746 8122] Test: [57/78] Loss 2.2730 +[2025-03-27 15:35:17,446 INFO hook.py line 746 8122] Test: [58/78] Loss 2.5395 +[2025-03-27 15:35:17,481 INFO hook.py line 746 8122] Test: [59/78] Loss 1.9366 +[2025-03-27 15:35:17,510 INFO hook.py line 746 8122] Test: [60/78] Loss 2.0224 +[2025-03-27 15:35:17,531 INFO hook.py line 746 8122] Test: [61/78] Loss 3.1290 +[2025-03-27 15:35:17,559 INFO hook.py line 746 8122] Test: [62/78] Loss 2.1451 +[2025-03-27 15:35:17,591 INFO hook.py line 746 8122] Test: [63/78] Loss 2.2062 +[2025-03-27 15:35:17,641 INFO hook.py line 746 8122] Test: [64/78] Loss 2.4356 +[2025-03-27 15:35:17,665 INFO hook.py line 746 8122] Test: [65/78] Loss 3.0647 +[2025-03-27 15:35:17,701 INFO hook.py line 746 8122] Test: [66/78] Loss 2.3434 +[2025-03-27 15:35:17,736 INFO hook.py line 746 8122] Test: [67/78] Loss 2.2312 +[2025-03-27 15:35:17,764 INFO hook.py line 746 8122] Test: [68/78] Loss 2.2259 +[2025-03-27 15:35:17,790 INFO hook.py line 746 8122] Test: [69/78] Loss 1.3386 +[2025-03-27 15:35:17,841 INFO hook.py line 746 8122] Test: [70/78] Loss 2.2952 +[2025-03-27 15:35:17,879 INFO hook.py line 746 8122] Test: [71/78] Loss 2.6207 +[2025-03-27 15:35:17,925 INFO hook.py line 746 8122] Test: [72/78] Loss 1.6606 +[2025-03-27 15:35:17,969 INFO hook.py line 746 8122] Test: [73/78] Loss 2.0361 +[2025-03-27 15:35:18,005 INFO hook.py line 746 8122] Test: [74/78] Loss 2.7005 +[2025-03-27 15:35:18,051 INFO hook.py line 746 8122] Test: [75/78] Loss 1.9849 +[2025-03-27 15:35:18,075 INFO hook.py line 746 8122] Test: [76/78] Loss 1.9973 +[2025-03-27 15:35:18,126 INFO hook.py line 746 8122] Test: [77/78] Loss 1.8668 +[2025-03-27 15:35:18,149 INFO hook.py line 746 8122] Test: [78/78] Loss 1.8074 +[2025-03-27 15:35:19,316 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:35:19,316 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:35:19,316 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:35:19,316 INFO hook.py line 689 8122] wall : 0.5084 0.9503 +[2025-03-27 15:35:19,316 INFO hook.py line 689 8122] floor : 0.6552 0.9401 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] cabinet : 0.0016 0.0016 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] bed : 0.0032 0.0032 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] chair : 0.3284 0.4388 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] sofa : 0.0005 0.0005 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] table : 0.1198 0.1297 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] door : 0.0000 0.0000 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] window : 0.0175 0.0177 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] bookshelf : 0.0000 0.0000 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] picture : 0.0000 0.0000 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] counter : 0.0000 0.0000 +[2025-03-27 15:35:19,317 INFO hook.py line 689 8122] desk : 0.0000 0.0000 +[2025-03-27 15:35:19,318 INFO hook.py line 689 8122] curtain : 0.0000 0.0000 +[2025-03-27 15:35:19,318 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:35:19,318 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:35:19,318 INFO hook.py line 689 8122] toilet : 0.0000 0.0000 +[2025-03-27 15:35:19,318 INFO hook.py line 689 8122] sink : 0.0000 0.0000 +[2025-03-27 15:35:19,318 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:35:19,318 INFO hook.py line 689 8122] otherfurniture : 0.0115 0.0117 +[2025-03-27 15:35:19,318 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:35:19,318 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.0823/0.1247/0.5868. +[2025-03-27 15:35:19,319 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:35:19,344 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.0823 +[2025-03-27 15:35:19,344 INFO misc.py line 164 8122] Currently Best mIoU: 0.0823 +[2025-03-27 15:35:19,345 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:35:34,772 INFO hook.py line 566 8122] Train: [4/100][50/300] Data 0.011 (0.044) Batch 0.237 (0.219) Remain 01:46:12 loss: 2.6580 Lr: 3.66788e-03 +[2025-03-27 15:35:45,548 INFO hook.py line 566 8122] Train: [4/100][100/300] Data 0.002 (0.040) Batch 0.175 (0.217) Remain 01:45:04 loss: 2.5680 Lr: 3.87772e-03 +[2025-03-27 15:35:56,827 INFO hook.py line 566 8122] Train: [4/100][150/300] Data 0.005 (0.044) Batch 0.197 (0.220) Remain 01:46:13 loss: 2.6934 Lr: 4.07519e-03 +[2025-03-27 15:36:08,071 INFO hook.py line 566 8122] Train: [4/100][200/300] Data 0.002 (0.040) Batch 0.110 (0.221) Remain 01:46:37 loss: 2.5537 Lr: 4.25811e-03 +[2025-03-27 15:36:18,697 INFO hook.py line 566 8122] Train: [4/100][250/300] Data 0.006 (0.033) Batch 0.178 (0.220) Remain 01:45:34 loss: 2.4291 Lr: 4.42449e-03 +[2025-03-27 15:36:26,385 INFO hook.py line 566 8122] Train: [4/100][300/300] Data 0.000 (0.032) Batch 0.079 (0.208) Remain 01:40:04 loss: 2.3627 Lr: 4.57250e-03 +[2025-03-27 15:36:26,386 INFO misc.py line 135 8122] Train result: loss: 2.5395 +[2025-03-27 15:36:26,428 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:36:39,270 INFO hook.py line 746 8122] Test: [1/78] Loss 2.9849 +[2025-03-27 15:36:39,383 INFO hook.py line 746 8122] Test: [2/78] Loss 1.8788 +[2025-03-27 15:36:39,425 INFO hook.py line 746 8122] Test: [3/78] Loss 1.9754 +[2025-03-27 15:36:39,468 INFO hook.py line 746 8122] Test: [4/78] Loss 1.5386 +[2025-03-27 15:36:39,499 INFO hook.py line 746 8122] Test: [5/78] Loss 2.0796 +[2025-03-27 15:36:39,545 INFO hook.py line 746 8122] Test: [6/78] Loss 2.0738 +[2025-03-27 15:36:39,700 INFO hook.py line 746 8122] Test: [7/78] Loss 2.0287 +[2025-03-27 15:36:39,728 INFO hook.py line 746 8122] Test: [8/78] Loss 1.4507 +[2025-03-27 15:36:39,774 INFO hook.py line 746 8122] Test: [9/78] Loss 1.7410 +[2025-03-27 15:36:39,808 INFO hook.py line 746 8122] Test: [10/78] Loss 2.9212 +[2025-03-27 15:36:39,853 INFO hook.py line 746 8122] Test: [11/78] Loss 2.1097 +[2025-03-27 15:36:39,886 INFO hook.py line 746 8122] Test: [12/78] Loss 1.8807 +[2025-03-27 15:36:39,935 INFO hook.py line 746 8122] Test: [13/78] Loss 2.9154 +[2025-03-27 15:36:39,969 INFO hook.py line 746 8122] Test: [14/78] Loss 2.5276 +[2025-03-27 15:36:40,002 INFO hook.py line 746 8122] Test: [15/78] Loss 2.5278 +[2025-03-27 15:36:40,044 INFO hook.py line 746 8122] Test: [16/78] Loss 1.4350 +[2025-03-27 15:36:40,082 INFO hook.py line 746 8122] Test: [17/78] Loss 1.6783 +[2025-03-27 15:36:40,114 INFO hook.py line 746 8122] Test: [18/78] Loss 2.2773 +[2025-03-27 15:36:40,160 INFO hook.py line 746 8122] Test: [19/78] Loss 1.9569 +[2025-03-27 15:36:40,192 INFO hook.py line 746 8122] Test: [20/78] Loss 1.6926 +[2025-03-27 15:36:40,225 INFO hook.py line 746 8122] Test: [21/78] Loss 1.4044 +[2025-03-27 15:36:40,272 INFO hook.py line 746 8122] Test: [22/78] Loss 2.3820 +[2025-03-27 15:36:40,305 INFO hook.py line 746 8122] Test: [23/78] Loss 2.1906 +[2025-03-27 15:36:40,347 INFO hook.py line 746 8122] Test: [24/78] Loss 1.8896 +[2025-03-27 15:36:40,388 INFO hook.py line 746 8122] Test: [25/78] Loss 2.4200 +[2025-03-27 15:36:40,424 INFO hook.py line 746 8122] Test: [26/78] Loss 1.8901 +[2025-03-27 15:36:40,470 INFO hook.py line 746 8122] Test: [27/78] Loss 2.4366 +[2025-03-27 15:36:40,500 INFO hook.py line 746 8122] Test: [28/78] Loss 2.7224 +[2025-03-27 15:36:40,532 INFO hook.py line 746 8122] Test: [29/78] Loss 1.4628 +[2025-03-27 15:36:40,581 INFO hook.py line 746 8122] Test: [30/78] Loss 2.0997 +[2025-03-27 15:36:40,635 INFO hook.py line 746 8122] Test: [31/78] Loss 1.9116 +[2025-03-27 15:36:40,666 INFO hook.py line 746 8122] Test: [32/78] Loss 2.5891 +[2025-03-27 15:36:40,714 INFO hook.py line 746 8122] Test: [33/78] Loss 1.6971 +[2025-03-27 15:36:40,747 INFO hook.py line 746 8122] Test: [34/78] Loss 2.0287 +[2025-03-27 15:36:40,780 INFO hook.py line 746 8122] Test: [35/78] Loss 1.7398 +[2025-03-27 15:36:40,818 INFO hook.py line 746 8122] Test: [36/78] Loss 1.9832 +[2025-03-27 15:36:40,851 INFO hook.py line 746 8122] Test: [37/78] Loss 2.1015 +[2025-03-27 15:36:40,891 INFO hook.py line 746 8122] Test: [38/78] Loss 1.6699 +[2025-03-27 15:36:40,947 INFO hook.py line 746 8122] Test: [39/78] Loss 2.3256 +[2025-03-27 15:36:40,994 INFO hook.py line 746 8122] Test: [40/78] Loss 2.5445 +[2025-03-27 15:36:41,034 INFO hook.py line 746 8122] Test: [41/78] Loss 1.9046 +[2025-03-27 15:36:41,064 INFO hook.py line 746 8122] Test: [42/78] Loss 2.7801 +[2025-03-27 15:36:41,095 INFO hook.py line 746 8122] Test: [43/78] Loss 2.9529 +[2025-03-27 15:36:41,149 INFO hook.py line 746 8122] Test: [44/78] Loss 1.7788 +[2025-03-27 15:36:41,176 INFO hook.py line 746 8122] Test: [45/78] Loss 2.6505 +[2025-03-27 15:36:41,219 INFO hook.py line 746 8122] Test: [46/78] Loss 2.9775 +[2025-03-27 15:36:41,253 INFO hook.py line 746 8122] Test: [47/78] Loss 2.1543 +[2025-03-27 15:36:41,282 INFO hook.py line 746 8122] Test: [48/78] Loss 2.2060 +[2025-03-27 15:36:41,309 INFO hook.py line 746 8122] Test: [49/78] Loss 2.7818 +[2025-03-27 15:36:41,335 INFO hook.py line 746 8122] Test: [50/78] Loss 2.0462 +[2025-03-27 15:36:41,359 INFO hook.py line 746 8122] Test: [51/78] Loss 2.8251 +[2025-03-27 15:36:41,389 INFO hook.py line 746 8122] Test: [52/78] Loss 2.3784 +[2025-03-27 15:36:41,411 INFO hook.py line 746 8122] Test: [53/78] Loss 1.7034 +[2025-03-27 15:36:41,440 INFO hook.py line 746 8122] Test: [54/78] Loss 2.5930 +[2025-03-27 15:36:41,472 INFO hook.py line 746 8122] Test: [55/78] Loss 1.3292 +[2025-03-27 15:36:41,507 INFO hook.py line 746 8122] Test: [56/78] Loss 1.6610 +[2025-03-27 15:36:41,535 INFO hook.py line 746 8122] Test: [57/78] Loss 2.1012 +[2025-03-27 15:36:41,557 INFO hook.py line 746 8122] Test: [58/78] Loss 2.4083 +[2025-03-27 15:36:41,592 INFO hook.py line 746 8122] Test: [59/78] Loss 1.7470 +[2025-03-27 15:36:41,620 INFO hook.py line 746 8122] Test: [60/78] Loss 1.8814 +[2025-03-27 15:36:41,640 INFO hook.py line 746 8122] Test: [61/78] Loss 2.8979 +[2025-03-27 15:36:41,669 INFO hook.py line 746 8122] Test: [62/78] Loss 2.0384 +[2025-03-27 15:36:41,702 INFO hook.py line 746 8122] Test: [63/78] Loss 2.0314 +[2025-03-27 15:36:41,752 INFO hook.py line 746 8122] Test: [64/78] Loss 2.2617 +[2025-03-27 15:36:41,776 INFO hook.py line 746 8122] Test: [65/78] Loss 2.8528 +[2025-03-27 15:36:41,811 INFO hook.py line 746 8122] Test: [66/78] Loss 2.1731 +[2025-03-27 15:36:41,846 INFO hook.py line 746 8122] Test: [67/78] Loss 2.0056 +[2025-03-27 15:36:41,875 INFO hook.py line 746 8122] Test: [68/78] Loss 2.0537 +[2025-03-27 15:36:41,901 INFO hook.py line 746 8122] Test: [69/78] Loss 1.1348 +[2025-03-27 15:36:41,951 INFO hook.py line 746 8122] Test: [70/78] Loss 2.1541 +[2025-03-27 15:36:41,989 INFO hook.py line 746 8122] Test: [71/78] Loss 2.4181 +[2025-03-27 15:36:42,035 INFO hook.py line 746 8122] Test: [72/78] Loss 1.4690 +[2025-03-27 15:36:42,079 INFO hook.py line 746 8122] Test: [73/78] Loss 1.8810 +[2025-03-27 15:36:42,116 INFO hook.py line 746 8122] Test: [74/78] Loss 2.5730 +[2025-03-27 15:36:42,160 INFO hook.py line 746 8122] Test: [75/78] Loss 1.7357 +[2025-03-27 15:36:42,186 INFO hook.py line 746 8122] Test: [76/78] Loss 1.7960 +[2025-03-27 15:36:42,237 INFO hook.py line 746 8122] Test: [77/78] Loss 1.6833 +[2025-03-27 15:36:42,260 INFO hook.py line 746 8122] Test: [78/78] Loss 1.6365 +[2025-03-27 15:36:43,403 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:36:43,403 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:36:43,404 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] wall : 0.5350 0.9510 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] floor : 0.6790 0.9414 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] cabinet : 0.0148 0.0153 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] bed : 0.0280 0.0294 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] chair : 0.3964 0.5561 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] sofa : 0.0257 0.0266 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] table : 0.1846 0.2242 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] door : 0.0072 0.0073 +[2025-03-27 15:36:43,404 INFO hook.py line 689 8122] window : 0.0904 0.0984 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] bookshelf : 0.0001 0.0001 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] picture : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] counter : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] desk : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] curtain : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] toilet : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] sink : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:36:43,405 INFO hook.py line 689 8122] otherfurniture : 0.0507 0.0546 +[2025-03-27 15:36:43,406 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:36:43,406 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1006/0.1452/0.6075. +[2025-03-27 15:36:43,407 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:36:43,432 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1006 +[2025-03-27 15:36:43,432 INFO misc.py line 164 8122] Currently Best mIoU: 0.1006 +[2025-03-27 15:36:43,433 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:36:59,551 INFO hook.py line 566 8122] Train: [5/100][50/300] Data 1.034 (0.095) Batch 1.214 (0.239) Remain 01:54:41 loss: 2.8350 Lr: 4.70052e-03 +[2025-03-27 15:37:10,582 INFO hook.py line 566 8122] Train: [5/100][100/300] Data 0.001 (0.048) Batch 0.115 (0.230) Remain 01:49:52 loss: 2.5279 Lr: 4.80714e-03 +[2025-03-27 15:37:22,330 INFO hook.py line 566 8122] Train: [5/100][150/300] Data 0.005 (0.035) Batch 2.006 (0.231) Remain 01:50:32 loss: 2.4470 Lr: 4.89118e-03 +[2025-03-27 15:37:32,556 INFO hook.py line 566 8122] Train: [5/100][200/300] Data 0.006 (0.039) Batch 0.131 (0.225) Remain 01:47:04 loss: 2.3316 Lr: 4.95174e-03 +[2025-03-27 15:37:43,301 INFO hook.py line 566 8122] Train: [5/100][250/300] Data 0.001 (0.051) Batch 0.113 (0.223) Remain 01:45:57 loss: 2.2379 Lr: 4.98815e-03 +[2025-03-27 15:37:50,879 INFO hook.py line 566 8122] Train: [5/100][300/300] Data 0.000 (0.050) Batch 0.074 (0.211) Remain 01:40:04 loss: 2.3346 Lr: 5.00000e-03 +[2025-03-27 15:37:50,879 INFO misc.py line 135 8122] Train result: loss: 2.4112 +[2025-03-27 15:37:50,916 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:38:03,121 INFO hook.py line 746 8122] Test: [1/78] Loss 2.8642 +[2025-03-27 15:38:03,810 INFO hook.py line 746 8122] Test: [2/78] Loss 1.7897 +[2025-03-27 15:38:03,846 INFO hook.py line 746 8122] Test: [3/78] Loss 1.8967 +[2025-03-27 15:38:03,897 INFO hook.py line 746 8122] Test: [4/78] Loss 1.4255 +[2025-03-27 15:38:03,931 INFO hook.py line 746 8122] Test: [5/78] Loss 1.9888 +[2025-03-27 15:38:03,978 INFO hook.py line 746 8122] Test: [6/78] Loss 1.9848 +[2025-03-27 15:38:04,025 INFO hook.py line 746 8122] Test: [7/78] Loss 1.9021 +[2025-03-27 15:38:04,052 INFO hook.py line 746 8122] Test: [8/78] Loss 1.3277 +[2025-03-27 15:38:04,095 INFO hook.py line 746 8122] Test: [9/78] Loss 1.6389 +[2025-03-27 15:38:04,127 INFO hook.py line 746 8122] Test: [10/78] Loss 2.8302 +[2025-03-27 15:38:04,171 INFO hook.py line 746 8122] Test: [11/78] Loss 1.9656 +[2025-03-27 15:38:04,206 INFO hook.py line 746 8122] Test: [12/78] Loss 1.7449 +[2025-03-27 15:38:04,254 INFO hook.py line 746 8122] Test: [13/78] Loss 2.8163 +[2025-03-27 15:38:04,290 INFO hook.py line 746 8122] Test: [14/78] Loss 2.3766 +[2025-03-27 15:38:04,324 INFO hook.py line 746 8122] Test: [15/78] Loss 2.4121 +[2025-03-27 15:38:04,368 INFO hook.py line 746 8122] Test: [16/78] Loss 1.3127 +[2025-03-27 15:38:04,405 INFO hook.py line 746 8122] Test: [17/78] Loss 1.5896 +[2025-03-27 15:38:04,444 INFO hook.py line 746 8122] Test: [18/78] Loss 2.1695 +[2025-03-27 15:38:04,482 INFO hook.py line 746 8122] Test: [19/78] Loss 1.8485 +[2025-03-27 15:38:04,515 INFO hook.py line 746 8122] Test: [20/78] Loss 1.6211 +[2025-03-27 15:38:04,548 INFO hook.py line 746 8122] Test: [21/78] Loss 1.2643 +[2025-03-27 15:38:04,584 INFO hook.py line 746 8122] Test: [22/78] Loss 2.2761 +[2025-03-27 15:38:04,615 INFO hook.py line 746 8122] Test: [23/78] Loss 2.0914 +[2025-03-27 15:38:04,657 INFO hook.py line 746 8122] Test: [24/78] Loss 1.7980 +[2025-03-27 15:38:04,695 INFO hook.py line 746 8122] Test: [25/78] Loss 2.3117 +[2025-03-27 15:38:04,732 INFO hook.py line 746 8122] Test: [26/78] Loss 1.8073 +[2025-03-27 15:38:04,779 INFO hook.py line 746 8122] Test: [27/78] Loss 2.3232 +[2025-03-27 15:38:04,812 INFO hook.py line 746 8122] Test: [28/78] Loss 2.5828 +[2025-03-27 15:38:04,836 INFO hook.py line 746 8122] Test: [29/78] Loss 1.3264 +[2025-03-27 15:38:04,887 INFO hook.py line 746 8122] Test: [30/78] Loss 2.0010 +[2025-03-27 15:38:04,940 INFO hook.py line 746 8122] Test: [31/78] Loss 1.7720 +[2025-03-27 15:38:04,979 INFO hook.py line 746 8122] Test: [32/78] Loss 2.4697 +[2025-03-27 15:38:05,026 INFO hook.py line 746 8122] Test: [33/78] Loss 1.5954 +[2025-03-27 15:38:05,065 INFO hook.py line 746 8122] Test: [34/78] Loss 1.9547 +[2025-03-27 15:38:05,096 INFO hook.py line 746 8122] Test: [35/78] Loss 1.6388 +[2025-03-27 15:38:05,131 INFO hook.py line 746 8122] Test: [36/78] Loss 1.8824 +[2025-03-27 15:38:05,163 INFO hook.py line 746 8122] Test: [37/78] Loss 1.9997 +[2025-03-27 15:38:05,190 INFO hook.py line 746 8122] Test: [38/78] Loss 1.5093 +[2025-03-27 15:38:05,247 INFO hook.py line 746 8122] Test: [39/78] Loss 2.2504 +[2025-03-27 15:38:05,291 INFO hook.py line 746 8122] Test: [40/78] Loss 2.3966 +[2025-03-27 15:38:05,340 INFO hook.py line 746 8122] Test: [41/78] Loss 1.8154 +[2025-03-27 15:38:05,368 INFO hook.py line 746 8122] Test: [42/78] Loss 2.7041 +[2025-03-27 15:38:05,402 INFO hook.py line 746 8122] Test: [43/78] Loss 2.8256 +[2025-03-27 15:38:05,458 INFO hook.py line 746 8122] Test: [44/78] Loss 1.6544 +[2025-03-27 15:38:05,485 INFO hook.py line 746 8122] Test: [45/78] Loss 2.5819 +[2025-03-27 15:38:05,528 INFO hook.py line 746 8122] Test: [46/78] Loss 2.8278 +[2025-03-27 15:38:05,562 INFO hook.py line 746 8122] Test: [47/78] Loss 2.0798 +[2025-03-27 15:38:05,591 INFO hook.py line 746 8122] Test: [48/78] Loss 2.1072 +[2025-03-27 15:38:05,618 INFO hook.py line 746 8122] Test: [49/78] Loss 2.6355 +[2025-03-27 15:38:05,645 INFO hook.py line 746 8122] Test: [50/78] Loss 1.9595 +[2025-03-27 15:38:05,669 INFO hook.py line 746 8122] Test: [51/78] Loss 2.6789 +[2025-03-27 15:38:05,699 INFO hook.py line 746 8122] Test: [52/78] Loss 2.2749 +[2025-03-27 15:38:05,720 INFO hook.py line 746 8122] Test: [53/78] Loss 1.6098 +[2025-03-27 15:38:05,749 INFO hook.py line 746 8122] Test: [54/78] Loss 2.5354 +[2025-03-27 15:38:05,781 INFO hook.py line 746 8122] Test: [55/78] Loss 1.1792 +[2025-03-27 15:38:05,816 INFO hook.py line 746 8122] Test: [56/78] Loss 1.5637 +[2025-03-27 15:38:05,844 INFO hook.py line 746 8122] Test: [57/78] Loss 2.0187 +[2025-03-27 15:38:05,868 INFO hook.py line 746 8122] Test: [58/78] Loss 2.3074 +[2025-03-27 15:38:05,904 INFO hook.py line 746 8122] Test: [59/78] Loss 1.6375 +[2025-03-27 15:38:05,932 INFO hook.py line 746 8122] Test: [60/78] Loss 1.7914 +[2025-03-27 15:38:05,952 INFO hook.py line 746 8122] Test: [61/78] Loss 2.7606 +[2025-03-27 15:38:05,981 INFO hook.py line 746 8122] Test: [62/78] Loss 1.9709 +[2025-03-27 15:38:06,014 INFO hook.py line 746 8122] Test: [63/78] Loss 1.9245 +[2025-03-27 15:38:06,064 INFO hook.py line 746 8122] Test: [64/78] Loss 2.1567 +[2025-03-27 15:38:06,087 INFO hook.py line 746 8122] Test: [65/78] Loss 2.7218 +[2025-03-27 15:38:06,123 INFO hook.py line 746 8122] Test: [66/78] Loss 2.0880 +[2025-03-27 15:38:06,158 INFO hook.py line 746 8122] Test: [67/78] Loss 1.8777 +[2025-03-27 15:38:06,185 INFO hook.py line 746 8122] Test: [68/78] Loss 1.9632 +[2025-03-27 15:38:06,211 INFO hook.py line 746 8122] Test: [69/78] Loss 0.9984 +[2025-03-27 15:38:06,261 INFO hook.py line 746 8122] Test: [70/78] Loss 2.0440 +[2025-03-27 15:38:06,299 INFO hook.py line 746 8122] Test: [71/78] Loss 2.2958 +[2025-03-27 15:38:06,345 INFO hook.py line 746 8122] Test: [72/78] Loss 1.3497 +[2025-03-27 15:38:06,389 INFO hook.py line 746 8122] Test: [73/78] Loss 1.7740 +[2025-03-27 15:38:06,425 INFO hook.py line 746 8122] Test: [74/78] Loss 2.5265 +[2025-03-27 15:38:06,470 INFO hook.py line 746 8122] Test: [75/78] Loss 1.5678 +[2025-03-27 15:38:06,494 INFO hook.py line 746 8122] Test: [76/78] Loss 1.6786 +[2025-03-27 15:38:06,544 INFO hook.py line 746 8122] Test: [77/78] Loss 1.5680 +[2025-03-27 15:38:06,568 INFO hook.py line 746 8122] Test: [78/78] Loss 1.5308 +[2025-03-27 15:38:07,698 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:38:07,698 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:38:07,698 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] wall : 0.5536 0.9457 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] floor : 0.6955 0.9470 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] cabinet : 0.0276 0.0293 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] bed : 0.0496 0.0541 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] chair : 0.4276 0.6187 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] sofa : 0.0542 0.0575 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] table : 0.2189 0.2859 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] door : 0.0225 0.0233 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] window : 0.1323 0.1513 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] bookshelf : 0.0049 0.0050 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] picture : 0.0002 0.0002 +[2025-03-27 15:38:07,698 INFO hook.py line 689 8122] counter : 0.0000 0.0000 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] desk : 0.0002 0.0002 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] curtain : 0.0000 0.0000 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] toilet : 0.0000 0.0000 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] sink : 0.0000 0.0000 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:38:07,699 INFO hook.py line 689 8122] otherfurniture : 0.0697 0.0772 +[2025-03-27 15:38:07,699 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:38:07,699 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1128/0.1598/0.6206. +[2025-03-27 15:38:07,699 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:38:07,722 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1128 +[2025-03-27 15:38:07,722 INFO misc.py line 164 8122] Currently Best mIoU: 0.1128 +[2025-03-27 15:38:07,722 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:38:24,043 INFO hook.py line 566 8122] Train: [6/100][50/300] Data 0.011 (0.023) Batch 1.210 (0.244) Remain 01:55:38 loss: 2.2362 Lr: 4.99996e-03 +[2025-03-27 15:38:34,125 INFO hook.py line 566 8122] Train: [6/100][100/300] Data 0.003 (0.027) Batch 0.171 (0.222) Remain 01:45:07 loss: 2.3274 Lr: 4.99985e-03 +[2025-03-27 15:38:45,096 INFO hook.py line 566 8122] Train: [6/100][150/300] Data 0.002 (0.038) Batch 0.153 (0.221) Remain 01:44:30 loss: 2.2052 Lr: 4.99965e-03 +[2025-03-27 15:38:56,762 INFO hook.py line 566 8122] Train: [6/100][200/300] Data 0.003 (0.057) Batch 0.110 (0.224) Remain 01:45:46 loss: 2.2077 Lr: 4.99939e-03 +[2025-03-27 15:39:07,584 INFO hook.py line 566 8122] Train: [6/100][250/300] Data 0.005 (0.063) Batch 0.117 (0.223) Remain 01:44:50 loss: 2.3903 Lr: 4.99904e-03 +[2025-03-27 15:39:15,021 INFO hook.py line 566 8122] Train: [6/100][300/300] Data 0.000 (0.059) Batch 0.074 (0.210) Remain 01:38:48 loss: 2.3665 Lr: 4.99862e-03 +[2025-03-27 15:39:15,021 INFO misc.py line 135 8122] Train result: loss: 2.3276 +[2025-03-27 15:39:15,053 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:39:28,083 INFO hook.py line 746 8122] Test: [1/78] Loss 2.7257 +[2025-03-27 15:39:28,120 INFO hook.py line 746 8122] Test: [2/78] Loss 1.7415 +[2025-03-27 15:39:28,149 INFO hook.py line 746 8122] Test: [3/78] Loss 1.8393 +[2025-03-27 15:39:28,195 INFO hook.py line 746 8122] Test: [4/78] Loss 1.3725 +[2025-03-27 15:39:28,235 INFO hook.py line 746 8122] Test: [5/78] Loss 1.9286 +[2025-03-27 15:39:28,288 INFO hook.py line 746 8122] Test: [6/78] Loss 1.9320 +[2025-03-27 15:39:28,334 INFO hook.py line 746 8122] Test: [7/78] Loss 1.8434 +[2025-03-27 15:39:28,358 INFO hook.py line 746 8122] Test: [8/78] Loss 1.2641 +[2025-03-27 15:39:28,397 INFO hook.py line 746 8122] Test: [9/78] Loss 1.5861 +[2025-03-27 15:39:28,430 INFO hook.py line 746 8122] Test: [10/78] Loss 2.7388 +[2025-03-27 15:39:28,472 INFO hook.py line 746 8122] Test: [11/78] Loss 1.9000 +[2025-03-27 15:39:28,501 INFO hook.py line 746 8122] Test: [12/78] Loss 1.6730 +[2025-03-27 15:39:28,552 INFO hook.py line 746 8122] Test: [13/78] Loss 2.7591 +[2025-03-27 15:39:28,587 INFO hook.py line 746 8122] Test: [14/78] Loss 2.3266 +[2025-03-27 15:39:28,621 INFO hook.py line 746 8122] Test: [15/78] Loss 2.3059 +[2025-03-27 15:39:28,662 INFO hook.py line 746 8122] Test: [16/78] Loss 1.2626 +[2025-03-27 15:39:28,698 INFO hook.py line 746 8122] Test: [17/78] Loss 1.5393 +[2025-03-27 15:39:28,728 INFO hook.py line 746 8122] Test: [18/78] Loss 2.0978 +[2025-03-27 15:39:28,768 INFO hook.py line 746 8122] Test: [19/78] Loss 1.7415 +[2025-03-27 15:39:28,800 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5788 +[2025-03-27 15:39:28,832 INFO hook.py line 746 8122] Test: [21/78] Loss 1.1944 +[2025-03-27 15:39:28,867 INFO hook.py line 746 8122] Test: [22/78] Loss 2.1793 +[2025-03-27 15:39:28,894 INFO hook.py line 746 8122] Test: [23/78] Loss 2.0196 +[2025-03-27 15:39:28,934 INFO hook.py line 746 8122] Test: [24/78] Loss 1.7553 +[2025-03-27 15:39:28,971 INFO hook.py line 746 8122] Test: [25/78] Loss 2.2482 +[2025-03-27 15:39:29,006 INFO hook.py line 746 8122] Test: [26/78] Loss 1.7591 +[2025-03-27 15:39:29,052 INFO hook.py line 746 8122] Test: [27/78] Loss 2.2184 +[2025-03-27 15:39:29,082 INFO hook.py line 746 8122] Test: [28/78] Loss 2.5431 +[2025-03-27 15:39:29,112 INFO hook.py line 746 8122] Test: [29/78] Loss 1.2621 +[2025-03-27 15:39:29,162 INFO hook.py line 746 8122] Test: [30/78] Loss 1.9378 +[2025-03-27 15:39:29,218 INFO hook.py line 746 8122] Test: [31/78] Loss 1.7045 +[2025-03-27 15:39:29,249 INFO hook.py line 746 8122] Test: [32/78] Loss 2.4340 +[2025-03-27 15:39:29,295 INFO hook.py line 746 8122] Test: [33/78] Loss 1.5190 +[2025-03-27 15:39:29,329 INFO hook.py line 746 8122] Test: [34/78] Loss 1.9046 +[2025-03-27 15:39:29,360 INFO hook.py line 746 8122] Test: [35/78] Loss 1.5645 +[2025-03-27 15:39:29,397 INFO hook.py line 746 8122] Test: [36/78] Loss 1.8353 +[2025-03-27 15:39:29,431 INFO hook.py line 746 8122] Test: [37/78] Loss 1.9303 +[2025-03-27 15:39:29,457 INFO hook.py line 746 8122] Test: [38/78] Loss 1.4293 +[2025-03-27 15:39:29,514 INFO hook.py line 746 8122] Test: [39/78] Loss 2.1979 +[2025-03-27 15:39:29,559 INFO hook.py line 746 8122] Test: [40/78] Loss 2.2659 +[2025-03-27 15:39:29,598 INFO hook.py line 746 8122] Test: [41/78] Loss 1.7604 +[2025-03-27 15:39:29,623 INFO hook.py line 746 8122] Test: [42/78] Loss 2.6078 +[2025-03-27 15:39:29,653 INFO hook.py line 746 8122] Test: [43/78] Loss 2.6838 +[2025-03-27 15:39:29,705 INFO hook.py line 746 8122] Test: [44/78] Loss 1.5616 +[2025-03-27 15:39:29,734 INFO hook.py line 746 8122] Test: [45/78] Loss 2.5411 +[2025-03-27 15:39:29,776 INFO hook.py line 746 8122] Test: [46/78] Loss 2.6724 +[2025-03-27 15:39:29,809 INFO hook.py line 746 8122] Test: [47/78] Loss 2.0223 +[2025-03-27 15:39:29,838 INFO hook.py line 746 8122] Test: [48/78] Loss 2.0641 +[2025-03-27 15:39:29,865 INFO hook.py line 746 8122] Test: [49/78] Loss 2.5804 +[2025-03-27 15:39:29,893 INFO hook.py line 746 8122] Test: [50/78] Loss 1.8949 +[2025-03-27 15:39:29,917 INFO hook.py line 746 8122] Test: [51/78] Loss 2.5507 +[2025-03-27 15:39:29,947 INFO hook.py line 746 8122] Test: [52/78] Loss 2.1698 +[2025-03-27 15:39:29,967 INFO hook.py line 746 8122] Test: [53/78] Loss 1.5437 +[2025-03-27 15:39:29,997 INFO hook.py line 746 8122] Test: [54/78] Loss 2.4386 +[2025-03-27 15:39:30,029 INFO hook.py line 746 8122] Test: [55/78] Loss 1.1056 +[2025-03-27 15:39:30,064 INFO hook.py line 746 8122] Test: [56/78] Loss 1.4983 +[2025-03-27 15:39:30,091 INFO hook.py line 746 8122] Test: [57/78] Loss 1.9725 +[2025-03-27 15:39:30,113 INFO hook.py line 746 8122] Test: [58/78] Loss 2.2269 +[2025-03-27 15:39:30,148 INFO hook.py line 746 8122] Test: [59/78] Loss 1.5840 +[2025-03-27 15:39:30,176 INFO hook.py line 746 8122] Test: [60/78] Loss 1.7115 +[2025-03-27 15:39:30,195 INFO hook.py line 746 8122] Test: [61/78] Loss 2.7351 +[2025-03-27 15:39:30,224 INFO hook.py line 746 8122] Test: [62/78] Loss 1.9246 +[2025-03-27 15:39:30,256 INFO hook.py line 746 8122] Test: [63/78] Loss 1.8137 +[2025-03-27 15:39:30,306 INFO hook.py line 746 8122] Test: [64/78] Loss 2.1012 +[2025-03-27 15:39:30,329 INFO hook.py line 746 8122] Test: [65/78] Loss 2.5858 +[2025-03-27 15:39:30,365 INFO hook.py line 746 8122] Test: [66/78] Loss 2.0298 +[2025-03-27 15:39:30,400 INFO hook.py line 746 8122] Test: [67/78] Loss 1.7971 +[2025-03-27 15:39:30,427 INFO hook.py line 746 8122] Test: [68/78] Loss 1.8995 +[2025-03-27 15:39:30,453 INFO hook.py line 746 8122] Test: [69/78] Loss 0.9263 +[2025-03-27 15:39:30,503 INFO hook.py line 746 8122] Test: [70/78] Loss 1.9693 +[2025-03-27 15:39:30,541 INFO hook.py line 746 8122] Test: [71/78] Loss 2.2177 +[2025-03-27 15:39:30,587 INFO hook.py line 746 8122] Test: [72/78] Loss 1.2972 +[2025-03-27 15:39:30,630 INFO hook.py line 746 8122] Test: [73/78] Loss 1.7092 +[2025-03-27 15:39:30,666 INFO hook.py line 746 8122] Test: [74/78] Loss 2.4251 +[2025-03-27 15:39:30,711 INFO hook.py line 746 8122] Test: [75/78] Loss 1.4698 +[2025-03-27 15:39:30,735 INFO hook.py line 746 8122] Test: [76/78] Loss 1.6366 +[2025-03-27 15:39:30,786 INFO hook.py line 746 8122] Test: [77/78] Loss 1.5072 +[2025-03-27 15:39:30,809 INFO hook.py line 746 8122] Test: [78/78] Loss 1.4799 +[2025-03-27 15:39:31,910 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:39:31,910 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:39:31,910 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:39:31,910 INFO hook.py line 689 8122] wall : 0.5636 0.9410 +[2025-03-27 15:39:31,910 INFO hook.py line 689 8122] floor : 0.7109 0.9494 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] cabinet : 0.0351 0.0377 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] bed : 0.0762 0.0887 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] chair : 0.4488 0.6416 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] sofa : 0.0876 0.0966 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] table : 0.2440 0.3400 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] door : 0.0438 0.0469 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] window : 0.1537 0.1782 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] bookshelf : 0.0096 0.0097 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] picture : 0.0977 0.1184 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] counter : 0.0000 0.0000 +[2025-03-27 15:39:31,911 INFO hook.py line 689 8122] desk : 0.0006 0.0006 +[2025-03-27 15:39:31,912 INFO hook.py line 689 8122] curtain : 0.0018 0.0018 +[2025-03-27 15:39:31,912 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:39:31,912 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:39:31,912 INFO hook.py line 689 8122] toilet : 0.0000 0.0000 +[2025-03-27 15:39:31,912 INFO hook.py line 689 8122] sink : 0.0001 0.0001 +[2025-03-27 15:39:31,912 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:39:31,912 INFO hook.py line 689 8122] otherfurniture : 0.0855 0.0966 +[2025-03-27 15:39:31,912 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:39:31,912 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1280/0.1774/0.6297. +[2025-03-27 15:39:31,913 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:39:31,937 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1280 +[2025-03-27 15:39:31,937 INFO misc.py line 164 8122] Currently Best mIoU: 0.1280 +[2025-03-27 15:39:31,937 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:39:47,766 INFO hook.py line 566 8122] Train: [7/100][50/300] Data 0.002 (0.003) Batch 0.221 (0.208) Remain 01:37:47 loss: 1.9528 Lr: 4.99813e-03 +[2025-03-27 15:39:58,636 INFO hook.py line 566 8122] Train: [7/100][100/300] Data 0.002 (0.004) Batch 0.159 (0.213) Remain 01:39:47 loss: 2.2565 Lr: 4.99756e-03 +[2025-03-27 15:40:09,573 INFO hook.py line 566 8122] Train: [7/100][150/300] Data 0.005 (0.004) Batch 0.157 (0.215) Remain 01:40:30 loss: 2.5264 Lr: 4.99691e-03 +[2025-03-27 15:40:21,202 INFO hook.py line 566 8122] Train: [7/100][200/300] Data 0.002 (0.004) Batch 0.107 (0.219) Remain 01:42:24 loss: 2.4409 Lr: 4.99619e-03 +[2025-03-27 15:40:32,947 INFO hook.py line 566 8122] Train: [7/100][250/300] Data 0.006 (0.003) Batch 0.184 (0.223) Remain 01:43:41 loss: 2.1765 Lr: 4.99539e-03 +[2025-03-27 15:40:40,191 INFO hook.py line 566 8122] Train: [7/100][300/300] Data 0.000 (0.003) Batch 0.070 (0.209) Remain 01:37:25 loss: 2.2069 Lr: 4.99452e-03 +[2025-03-27 15:40:40,191 INFO misc.py line 135 8122] Train result: loss: 2.2673 +[2025-03-27 15:40:40,219 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:40:52,746 INFO hook.py line 746 8122] Test: [1/78] Loss 2.5701 +[2025-03-27 15:40:52,806 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6773 +[2025-03-27 15:40:52,869 INFO hook.py line 746 8122] Test: [3/78] Loss 1.8004 +[2025-03-27 15:40:53,019 INFO hook.py line 746 8122] Test: [4/78] Loss 1.3391 +[2025-03-27 15:40:53,067 INFO hook.py line 746 8122] Test: [5/78] Loss 1.8732 +[2025-03-27 15:40:53,193 INFO hook.py line 746 8122] Test: [6/78] Loss 1.9059 +[2025-03-27 15:40:53,241 INFO hook.py line 746 8122] Test: [7/78] Loss 1.7859 +[2025-03-27 15:40:53,265 INFO hook.py line 746 8122] Test: [8/78] Loss 1.2201 +[2025-03-27 15:40:53,307 INFO hook.py line 746 8122] Test: [9/78] Loss 1.5585 +[2025-03-27 15:40:53,340 INFO hook.py line 746 8122] Test: [10/78] Loss 2.6414 +[2025-03-27 15:40:53,382 INFO hook.py line 746 8122] Test: [11/78] Loss 1.8649 +[2025-03-27 15:40:53,410 INFO hook.py line 746 8122] Test: [12/78] Loss 1.6311 +[2025-03-27 15:40:53,453 INFO hook.py line 746 8122] Test: [13/78] Loss 2.7197 +[2025-03-27 15:40:53,496 INFO hook.py line 746 8122] Test: [14/78] Loss 2.3033 +[2025-03-27 15:40:53,538 INFO hook.py line 746 8122] Test: [15/78] Loss 2.2686 +[2025-03-27 15:40:53,580 INFO hook.py line 746 8122] Test: [16/78] Loss 1.2589 +[2025-03-27 15:40:53,617 INFO hook.py line 746 8122] Test: [17/78] Loss 1.5100 +[2025-03-27 15:40:53,647 INFO hook.py line 746 8122] Test: [18/78] Loss 2.0773 +[2025-03-27 15:40:53,686 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6875 +[2025-03-27 15:40:53,718 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5666 +[2025-03-27 15:40:53,752 INFO hook.py line 746 8122] Test: [21/78] Loss 1.1577 +[2025-03-27 15:40:53,788 INFO hook.py line 746 8122] Test: [22/78] Loss 2.1245 +[2025-03-27 15:40:53,815 INFO hook.py line 746 8122] Test: [23/78] Loss 1.9977 +[2025-03-27 15:40:53,855 INFO hook.py line 746 8122] Test: [24/78] Loss 1.7216 +[2025-03-27 15:40:53,891 INFO hook.py line 746 8122] Test: [25/78] Loss 2.1637 +[2025-03-27 15:40:53,927 INFO hook.py line 746 8122] Test: [26/78] Loss 1.6951 +[2025-03-27 15:40:53,973 INFO hook.py line 746 8122] Test: [27/78] Loss 2.1689 +[2025-03-27 15:40:54,004 INFO hook.py line 746 8122] Test: [28/78] Loss 2.5377 +[2025-03-27 15:40:54,039 INFO hook.py line 746 8122] Test: [29/78] Loss 1.2340 +[2025-03-27 15:40:54,090 INFO hook.py line 746 8122] Test: [30/78] Loss 1.8438 +[2025-03-27 15:40:54,146 INFO hook.py line 746 8122] Test: [31/78] Loss 1.6793 +[2025-03-27 15:40:54,177 INFO hook.py line 746 8122] Test: [32/78] Loss 2.4545 +[2025-03-27 15:40:54,224 INFO hook.py line 746 8122] Test: [33/78] Loss 1.4199 +[2025-03-27 15:40:54,258 INFO hook.py line 746 8122] Test: [34/78] Loss 1.8525 +[2025-03-27 15:40:54,292 INFO hook.py line 746 8122] Test: [35/78] Loss 1.4749 +[2025-03-27 15:40:54,325 INFO hook.py line 746 8122] Test: [36/78] Loss 1.8076 +[2025-03-27 15:40:54,359 INFO hook.py line 746 8122] Test: [37/78] Loss 1.8354 +[2025-03-27 15:40:54,388 INFO hook.py line 746 8122] Test: [38/78] Loss 1.3910 +[2025-03-27 15:40:54,445 INFO hook.py line 746 8122] Test: [39/78] Loss 2.1439 +[2025-03-27 15:40:54,488 INFO hook.py line 746 8122] Test: [40/78] Loss 2.2151 +[2025-03-27 15:40:54,526 INFO hook.py line 746 8122] Test: [41/78] Loss 1.7386 +[2025-03-27 15:40:54,561 INFO hook.py line 746 8122] Test: [42/78] Loss 2.5097 +[2025-03-27 15:40:54,597 INFO hook.py line 746 8122] Test: [43/78] Loss 2.5294 +[2025-03-27 15:40:54,648 INFO hook.py line 746 8122] Test: [44/78] Loss 1.4982 +[2025-03-27 15:40:54,688 INFO hook.py line 746 8122] Test: [45/78] Loss 2.4578 +[2025-03-27 15:40:54,732 INFO hook.py line 746 8122] Test: [46/78] Loss 2.5109 +[2025-03-27 15:40:54,766 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9808 +[2025-03-27 15:40:54,794 INFO hook.py line 746 8122] Test: [48/78] Loss 2.0330 +[2025-03-27 15:40:54,824 INFO hook.py line 746 8122] Test: [49/78] Loss 2.5690 +[2025-03-27 15:40:54,850 INFO hook.py line 746 8122] Test: [50/78] Loss 1.8553 +[2025-03-27 15:40:54,875 INFO hook.py line 746 8122] Test: [51/78] Loss 2.4870 +[2025-03-27 15:40:54,904 INFO hook.py line 746 8122] Test: [52/78] Loss 2.1213 +[2025-03-27 15:40:54,926 INFO hook.py line 746 8122] Test: [53/78] Loss 1.4585 +[2025-03-27 15:40:54,955 INFO hook.py line 746 8122] Test: [54/78] Loss 2.4101 +[2025-03-27 15:40:54,988 INFO hook.py line 746 8122] Test: [55/78] Loss 1.0764 +[2025-03-27 15:40:55,023 INFO hook.py line 746 8122] Test: [56/78] Loss 1.4080 +[2025-03-27 15:40:55,051 INFO hook.py line 746 8122] Test: [57/78] Loss 1.9184 +[2025-03-27 15:40:55,073 INFO hook.py line 746 8122] Test: [58/78] Loss 2.1292 +[2025-03-27 15:40:55,108 INFO hook.py line 746 8122] Test: [59/78] Loss 1.5614 +[2025-03-27 15:40:55,137 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6646 +[2025-03-27 15:40:55,157 INFO hook.py line 746 8122] Test: [61/78] Loss 2.7467 +[2025-03-27 15:40:55,186 INFO hook.py line 746 8122] Test: [62/78] Loss 1.8606 +[2025-03-27 15:40:55,218 INFO hook.py line 746 8122] Test: [63/78] Loss 1.7627 +[2025-03-27 15:40:55,268 INFO hook.py line 746 8122] Test: [64/78] Loss 2.0646 +[2025-03-27 15:40:55,292 INFO hook.py line 746 8122] Test: [65/78] Loss 2.5313 +[2025-03-27 15:40:55,329 INFO hook.py line 746 8122] Test: [66/78] Loss 1.9731 +[2025-03-27 15:40:55,363 INFO hook.py line 746 8122] Test: [67/78] Loss 1.7514 +[2025-03-27 15:40:55,391 INFO hook.py line 746 8122] Test: [68/78] Loss 1.8570 +[2025-03-27 15:40:55,417 INFO hook.py line 746 8122] Test: [69/78] Loss 0.8983 +[2025-03-27 15:40:55,468 INFO hook.py line 746 8122] Test: [70/78] Loss 1.8795 +[2025-03-27 15:40:55,505 INFO hook.py line 746 8122] Test: [71/78] Loss 2.1690 +[2025-03-27 15:40:55,552 INFO hook.py line 746 8122] Test: [72/78] Loss 1.2611 +[2025-03-27 15:40:55,596 INFO hook.py line 746 8122] Test: [73/78] Loss 1.6188 +[2025-03-27 15:40:55,632 INFO hook.py line 746 8122] Test: [74/78] Loss 2.4008 +[2025-03-27 15:40:55,678 INFO hook.py line 746 8122] Test: [75/78] Loss 1.4347 +[2025-03-27 15:40:55,702 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5973 +[2025-03-27 15:40:55,753 INFO hook.py line 746 8122] Test: [77/78] Loss 1.4753 +[2025-03-27 15:40:55,778 INFO hook.py line 746 8122] Test: [78/78] Loss 1.4660 +[2025-03-27 15:40:56,835 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:40:56,835 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:40:56,835 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] wall : 0.5709 0.9356 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] floor : 0.7201 0.9510 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] cabinet : 0.0509 0.0567 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] bed : 0.0773 0.0861 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] chair : 0.4619 0.6447 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] sofa : 0.1232 0.1459 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] table : 0.2556 0.3603 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] door : 0.0665 0.0736 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] window : 0.1751 0.2089 +[2025-03-27 15:40:56,835 INFO hook.py line 689 8122] bookshelf : 0.0090 0.0091 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] picture : 0.1496 0.2275 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] counter : 0.0000 0.0000 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] desk : 0.0014 0.0014 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] curtain : 0.0071 0.0072 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] toilet : 0.0000 0.0000 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] sink : 0.1069 0.1145 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:40:56,836 INFO hook.py line 689 8122] otherfurniture : 0.1053 0.1248 +[2025-03-27 15:40:56,836 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:40:56,836 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1440/0.1974/0.6358. +[2025-03-27 15:40:56,836 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:40:56,857 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1440 +[2025-03-27 15:40:56,857 INFO misc.py line 164 8122] Currently Best mIoU: 0.1440 +[2025-03-27 15:40:56,857 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:41:12,360 INFO hook.py line 566 8122] Train: [8/100][50/300] Data 0.006 (0.017) Batch 0.268 (0.221) Remain 01:42:32 loss: 2.3123 Lr: 4.99357e-03 +[2025-03-27 15:41:23,500 INFO hook.py line 566 8122] Train: [8/100][100/300] Data 0.008 (0.026) Batch 0.215 (0.222) Remain 01:42:48 loss: 2.2929 Lr: 4.99254e-03 +[2025-03-27 15:41:35,232 INFO hook.py line 566 8122] Train: [8/100][150/300] Data 0.003 (0.018) Batch 0.119 (0.226) Remain 01:44:37 loss: 2.1326 Lr: 4.99144e-03 +[2025-03-27 15:41:45,372 INFO hook.py line 566 8122] Train: [8/100][200/300] Data 0.007 (0.014) Batch 0.275 (0.220) Remain 01:41:41 loss: 2.3663 Lr: 4.99026e-03 +[2025-03-27 15:41:56,268 INFO hook.py line 566 8122] Train: [8/100][250/300] Data 0.002 (0.015) Batch 0.117 (0.220) Remain 01:41:17 loss: 2.3233 Lr: 4.98901e-03 +[2025-03-27 15:42:04,742 INFO hook.py line 566 8122] Train: [8/100][300/300] Data 0.000 (0.013) Batch 0.071 (0.211) Remain 01:37:12 loss: 2.0927 Lr: 4.98768e-03 +[2025-03-27 15:42:04,742 INFO misc.py line 135 8122] Train result: loss: 2.2351 +[2025-03-27 15:42:04,780 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:42:17,274 INFO hook.py line 746 8122] Test: [1/78] Loss 2.4771 +[2025-03-27 15:42:17,684 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6787 +[2025-03-27 15:42:17,723 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7737 +[2025-03-27 15:42:17,766 INFO hook.py line 746 8122] Test: [4/78] Loss 1.3095 +[2025-03-27 15:42:17,795 INFO hook.py line 746 8122] Test: [5/78] Loss 1.8694 +[2025-03-27 15:42:17,849 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8837 +[2025-03-27 15:42:17,895 INFO hook.py line 746 8122] Test: [7/78] Loss 1.7614 +[2025-03-27 15:42:17,920 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1801 +[2025-03-27 15:42:17,961 INFO hook.py line 746 8122] Test: [9/78] Loss 1.5102 +[2025-03-27 15:42:17,993 INFO hook.py line 746 8122] Test: [10/78] Loss 2.5986 +[2025-03-27 15:42:18,034 INFO hook.py line 746 8122] Test: [11/78] Loss 1.8111 +[2025-03-27 15:42:18,062 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5827 +[2025-03-27 15:42:18,105 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6953 +[2025-03-27 15:42:18,141 INFO hook.py line 746 8122] Test: [14/78] Loss 2.2590 +[2025-03-27 15:42:18,181 INFO hook.py line 746 8122] Test: [15/78] Loss 2.2260 +[2025-03-27 15:42:18,222 INFO hook.py line 746 8122] Test: [16/78] Loss 1.2069 +[2025-03-27 15:42:18,256 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4847 +[2025-03-27 15:42:18,286 INFO hook.py line 746 8122] Test: [18/78] Loss 2.0180 +[2025-03-27 15:42:18,329 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6473 +[2025-03-27 15:42:18,364 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5396 +[2025-03-27 15:42:18,397 INFO hook.py line 746 8122] Test: [21/78] Loss 1.1126 +[2025-03-27 15:42:18,433 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0977 +[2025-03-27 15:42:18,460 INFO hook.py line 746 8122] Test: [23/78] Loss 1.9550 +[2025-03-27 15:42:18,499 INFO hook.py line 746 8122] Test: [24/78] Loss 1.7027 +[2025-03-27 15:42:18,535 INFO hook.py line 746 8122] Test: [25/78] Loss 2.1566 +[2025-03-27 15:42:18,571 INFO hook.py line 746 8122] Test: [26/78] Loss 1.6621 +[2025-03-27 15:42:18,617 INFO hook.py line 746 8122] Test: [27/78] Loss 2.1322 +[2025-03-27 15:42:18,647 INFO hook.py line 746 8122] Test: [28/78] Loss 2.4758 +[2025-03-27 15:42:18,673 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1890 +[2025-03-27 15:42:18,720 INFO hook.py line 746 8122] Test: [30/78] Loss 1.8124 +[2025-03-27 15:42:18,774 INFO hook.py line 746 8122] Test: [31/78] Loss 1.6225 +[2025-03-27 15:42:18,808 INFO hook.py line 746 8122] Test: [32/78] Loss 2.3668 +[2025-03-27 15:42:18,856 INFO hook.py line 746 8122] Test: [33/78] Loss 1.3574 +[2025-03-27 15:42:18,890 INFO hook.py line 746 8122] Test: [34/78] Loss 1.8455 +[2025-03-27 15:42:18,924 INFO hook.py line 746 8122] Test: [35/78] Loss 1.4197 +[2025-03-27 15:42:18,962 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7623 +[2025-03-27 15:42:18,993 INFO hook.py line 746 8122] Test: [37/78] Loss 1.8035 +[2025-03-27 15:42:19,020 INFO hook.py line 746 8122] Test: [38/78] Loss 1.3409 +[2025-03-27 15:42:19,075 INFO hook.py line 746 8122] Test: [39/78] Loss 2.1343 +[2025-03-27 15:42:19,116 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1853 +[2025-03-27 15:42:19,155 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6976 +[2025-03-27 15:42:19,191 INFO hook.py line 746 8122] Test: [42/78] Loss 2.4872 +[2025-03-27 15:42:19,223 INFO hook.py line 746 8122] Test: [43/78] Loss 2.4405 +[2025-03-27 15:42:19,276 INFO hook.py line 746 8122] Test: [44/78] Loss 1.4735 +[2025-03-27 15:42:19,303 INFO hook.py line 746 8122] Test: [45/78] Loss 2.4257 +[2025-03-27 15:42:19,347 INFO hook.py line 746 8122] Test: [46/78] Loss 2.4213 +[2025-03-27 15:42:19,381 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9802 +[2025-03-27 15:42:19,410 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9980 +[2025-03-27 15:42:19,438 INFO hook.py line 746 8122] Test: [49/78] Loss 2.5093 +[2025-03-27 15:42:19,466 INFO hook.py line 746 8122] Test: [50/78] Loss 1.8259 +[2025-03-27 15:42:19,490 INFO hook.py line 746 8122] Test: [51/78] Loss 2.4393 +[2025-03-27 15:42:19,519 INFO hook.py line 746 8122] Test: [52/78] Loss 2.0613 +[2025-03-27 15:42:19,541 INFO hook.py line 746 8122] Test: [53/78] Loss 1.4044 +[2025-03-27 15:42:19,571 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3543 +[2025-03-27 15:42:19,603 INFO hook.py line 746 8122] Test: [55/78] Loss 1.0142 +[2025-03-27 15:42:19,638 INFO hook.py line 746 8122] Test: [56/78] Loss 1.3508 +[2025-03-27 15:42:19,666 INFO hook.py line 746 8122] Test: [57/78] Loss 1.9143 +[2025-03-27 15:42:19,689 INFO hook.py line 746 8122] Test: [58/78] Loss 2.0700 +[2025-03-27 15:42:19,724 INFO hook.py line 746 8122] Test: [59/78] Loss 1.5243 +[2025-03-27 15:42:19,752 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6513 +[2025-03-27 15:42:19,772 INFO hook.py line 746 8122] Test: [61/78] Loss 2.6774 +[2025-03-27 15:42:19,801 INFO hook.py line 746 8122] Test: [62/78] Loss 1.8296 +[2025-03-27 15:42:19,833 INFO hook.py line 746 8122] Test: [63/78] Loss 1.7270 +[2025-03-27 15:42:19,884 INFO hook.py line 746 8122] Test: [64/78] Loss 2.0465 +[2025-03-27 15:42:19,908 INFO hook.py line 746 8122] Test: [65/78] Loss 2.4683 +[2025-03-27 15:42:19,944 INFO hook.py line 746 8122] Test: [66/78] Loss 1.9568 +[2025-03-27 15:42:19,979 INFO hook.py line 746 8122] Test: [67/78] Loss 1.7053 +[2025-03-27 15:42:20,007 INFO hook.py line 746 8122] Test: [68/78] Loss 1.8233 +[2025-03-27 15:42:20,034 INFO hook.py line 746 8122] Test: [69/78] Loss 0.8502 +[2025-03-27 15:42:20,087 INFO hook.py line 746 8122] Test: [70/78] Loss 1.8199 +[2025-03-27 15:42:20,125 INFO hook.py line 746 8122] Test: [71/78] Loss 2.1236 +[2025-03-27 15:42:20,171 INFO hook.py line 746 8122] Test: [72/78] Loss 1.2218 +[2025-03-27 15:42:20,215 INFO hook.py line 746 8122] Test: [73/78] Loss 1.5680 +[2025-03-27 15:42:20,252 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3376 +[2025-03-27 15:42:20,297 INFO hook.py line 746 8122] Test: [75/78] Loss 1.3656 +[2025-03-27 15:42:20,322 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5833 +[2025-03-27 15:42:20,373 INFO hook.py line 746 8122] Test: [77/78] Loss 1.4265 +[2025-03-27 15:42:20,396 INFO hook.py line 746 8122] Test: [78/78] Loss 1.4281 +[2025-03-27 15:42:21,557 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:42:21,558 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:42:21,558 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] wall : 0.5741 0.9351 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] floor : 0.7325 0.9503 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] cabinet : 0.0488 0.0534 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] bed : 0.1007 0.1199 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] chair : 0.4717 0.6727 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] sofa : 0.1171 0.1342 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] table : 0.2692 0.3973 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] door : 0.0682 0.0750 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] window : 0.1748 0.2055 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] bookshelf : 0.0212 0.0216 +[2025-03-27 15:42:21,558 INFO hook.py line 689 8122] picture : 0.1695 0.2827 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] counter : 0.0001 0.0001 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] desk : 0.0023 0.0023 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] curtain : 0.0152 0.0154 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] toilet : 0.0009 0.0009 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] sink : 0.2087 0.2703 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:42:21,559 INFO hook.py line 689 8122] otherfurniture : 0.1002 0.1138 +[2025-03-27 15:42:21,559 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:42:21,559 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1538/0.2125/0.6405. +[2025-03-27 15:42:21,560 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:42:21,583 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1538 +[2025-03-27 15:42:21,583 INFO misc.py line 164 8122] Currently Best mIoU: 0.1538 +[2025-03-27 15:42:21,583 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:42:37,474 INFO hook.py line 566 8122] Train: [9/100][50/300] Data 0.007 (0.051) Batch 0.748 (0.233) Remain 01:46:49 loss: 2.5103 Lr: 4.98628e-03 +[2025-03-27 15:42:48,521 INFO hook.py line 566 8122] Train: [9/100][100/300] Data 0.002 (0.071) Batch 0.149 (0.227) Remain 01:43:51 loss: 2.1864 Lr: 4.98480e-03 +[2025-03-27 15:43:00,111 INFO hook.py line 566 8122] Train: [9/100][150/300] Data 0.003 (0.079) Batch 0.115 (0.228) Remain 01:44:28 loss: 1.9719 Lr: 4.98324e-03 +[2025-03-27 15:43:10,478 INFO hook.py line 566 8122] Train: [9/100][200/300] Data 0.006 (0.080) Batch 0.152 (0.223) Remain 01:41:51 loss: 2.2429 Lr: 4.98161e-03 +[2025-03-27 15:43:21,592 INFO hook.py line 566 8122] Train: [9/100][250/300] Data 0.003 (0.075) Batch 0.120 (0.223) Remain 01:41:35 loss: 2.2361 Lr: 4.97991e-03 +[2025-03-27 15:43:29,260 INFO hook.py line 566 8122] Train: [9/100][300/300] Data 0.000 (0.066) Batch 0.075 (0.211) Remain 01:36:05 loss: 2.0551 Lr: 4.97813e-03 +[2025-03-27 15:43:29,260 INFO misc.py line 135 8122] Train result: loss: 2.1964 +[2025-03-27 15:43:29,293 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:43:42,134 INFO hook.py line 746 8122] Test: [1/78] Loss 2.4034 +[2025-03-27 15:43:42,173 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6538 +[2025-03-27 15:43:42,215 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7565 +[2025-03-27 15:43:42,268 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2898 +[2025-03-27 15:43:42,312 INFO hook.py line 746 8122] Test: [5/78] Loss 1.8350 +[2025-03-27 15:43:42,366 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8584 +[2025-03-27 15:43:42,412 INFO hook.py line 746 8122] Test: [7/78] Loss 1.7258 +[2025-03-27 15:43:42,437 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1696 +[2025-03-27 15:43:42,479 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4924 +[2025-03-27 15:43:42,507 INFO hook.py line 746 8122] Test: [10/78] Loss 2.5689 +[2025-03-27 15:43:42,552 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7937 +[2025-03-27 15:43:42,579 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5590 +[2025-03-27 15:43:42,623 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6867 +[2025-03-27 15:43:42,657 INFO hook.py line 746 8122] Test: [14/78] Loss 2.2508 +[2025-03-27 15:43:42,690 INFO hook.py line 746 8122] Test: [15/78] Loss 2.2143 +[2025-03-27 15:43:42,734 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1921 +[2025-03-27 15:43:42,771 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4498 +[2025-03-27 15:43:42,804 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9988 +[2025-03-27 15:43:42,844 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6445 +[2025-03-27 15:43:42,874 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5068 +[2025-03-27 15:43:42,906 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0921 +[2025-03-27 15:43:42,943 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0767 +[2025-03-27 15:43:42,973 INFO hook.py line 746 8122] Test: [23/78] Loss 1.9392 +[2025-03-27 15:43:43,012 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6716 +[2025-03-27 15:43:43,049 INFO hook.py line 746 8122] Test: [25/78] Loss 2.1250 +[2025-03-27 15:43:43,084 INFO hook.py line 746 8122] Test: [26/78] Loss 1.6235 +[2025-03-27 15:43:43,130 INFO hook.py line 746 8122] Test: [27/78] Loss 2.1081 +[2025-03-27 15:43:43,160 INFO hook.py line 746 8122] Test: [28/78] Loss 2.4738 +[2025-03-27 15:43:43,185 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1722 +[2025-03-27 15:43:43,234 INFO hook.py line 746 8122] Test: [30/78] Loss 1.7709 +[2025-03-27 15:43:43,288 INFO hook.py line 746 8122] Test: [31/78] Loss 1.6004 +[2025-03-27 15:43:43,319 INFO hook.py line 746 8122] Test: [32/78] Loss 2.3925 +[2025-03-27 15:43:43,366 INFO hook.py line 746 8122] Test: [33/78] Loss 1.3101 +[2025-03-27 15:43:43,411 INFO hook.py line 746 8122] Test: [34/78] Loss 1.8180 +[2025-03-27 15:43:43,449 INFO hook.py line 746 8122] Test: [35/78] Loss 1.3764 +[2025-03-27 15:43:43,481 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7342 +[2025-03-27 15:43:43,514 INFO hook.py line 746 8122] Test: [37/78] Loss 1.7619 +[2025-03-27 15:43:43,541 INFO hook.py line 746 8122] Test: [38/78] Loss 1.3115 +[2025-03-27 15:43:43,597 INFO hook.py line 746 8122] Test: [39/78] Loss 2.1002 +[2025-03-27 15:43:43,642 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1756 +[2025-03-27 15:43:43,680 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6855 +[2025-03-27 15:43:43,705 INFO hook.py line 746 8122] Test: [42/78] Loss 2.4790 +[2025-03-27 15:43:43,736 INFO hook.py line 746 8122] Test: [43/78] Loss 2.3618 +[2025-03-27 15:43:43,788 INFO hook.py line 746 8122] Test: [44/78] Loss 1.4562 +[2025-03-27 15:43:43,821 INFO hook.py line 746 8122] Test: [45/78] Loss 2.3910 +[2025-03-27 15:43:43,863 INFO hook.py line 746 8122] Test: [46/78] Loss 2.3358 +[2025-03-27 15:43:43,897 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9858 +[2025-03-27 15:43:43,926 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9867 +[2025-03-27 15:43:43,954 INFO hook.py line 746 8122] Test: [49/78] Loss 2.5097 +[2025-03-27 15:43:43,981 INFO hook.py line 746 8122] Test: [50/78] Loss 1.8029 +[2025-03-27 15:43:44,005 INFO hook.py line 746 8122] Test: [51/78] Loss 2.3899 +[2025-03-27 15:43:44,034 INFO hook.py line 746 8122] Test: [52/78] Loss 2.0391 +[2025-03-27 15:43:44,056 INFO hook.py line 746 8122] Test: [53/78] Loss 1.3562 +[2025-03-27 15:43:44,086 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3359 +[2025-03-27 15:43:44,118 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9954 +[2025-03-27 15:43:44,153 INFO hook.py line 746 8122] Test: [56/78] Loss 1.3071 +[2025-03-27 15:43:44,182 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8925 +[2025-03-27 15:43:44,204 INFO hook.py line 746 8122] Test: [58/78] Loss 2.0331 +[2025-03-27 15:43:44,239 INFO hook.py line 746 8122] Test: [59/78] Loss 1.5067 +[2025-03-27 15:43:44,268 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6269 +[2025-03-27 15:43:44,288 INFO hook.py line 746 8122] Test: [61/78] Loss 2.6918 +[2025-03-27 15:43:44,318 INFO hook.py line 746 8122] Test: [62/78] Loss 1.7903 +[2025-03-27 15:43:44,350 INFO hook.py line 746 8122] Test: [63/78] Loss 1.7266 +[2025-03-27 15:43:44,400 INFO hook.py line 746 8122] Test: [64/78] Loss 2.0331 +[2025-03-27 15:43:44,424 INFO hook.py line 746 8122] Test: [65/78] Loss 2.4397 +[2025-03-27 15:43:44,460 INFO hook.py line 746 8122] Test: [66/78] Loss 1.9391 +[2025-03-27 15:43:44,494 INFO hook.py line 746 8122] Test: [67/78] Loss 1.6905 +[2025-03-27 15:43:44,522 INFO hook.py line 746 8122] Test: [68/78] Loss 1.8039 +[2025-03-27 15:43:44,548 INFO hook.py line 746 8122] Test: [69/78] Loss 0.8278 +[2025-03-27 15:43:44,599 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7924 +[2025-03-27 15:43:44,637 INFO hook.py line 746 8122] Test: [71/78] Loss 2.1211 +[2025-03-27 15:43:44,683 INFO hook.py line 746 8122] Test: [72/78] Loss 1.2094 +[2025-03-27 15:43:44,727 INFO hook.py line 746 8122] Test: [73/78] Loss 1.5160 +[2025-03-27 15:43:44,764 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3178 +[2025-03-27 15:43:44,809 INFO hook.py line 746 8122] Test: [75/78] Loss 1.3398 +[2025-03-27 15:43:44,833 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5509 +[2025-03-27 15:43:44,884 INFO hook.py line 746 8122] Test: [77/78] Loss 1.4139 +[2025-03-27 15:43:44,907 INFO hook.py line 746 8122] Test: [78/78] Loss 1.4087 +[2025-03-27 15:43:46,096 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:43:46,096 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:43:46,096 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:43:46,096 INFO hook.py line 689 8122] wall : 0.5792 0.9314 +[2025-03-27 15:43:46,096 INFO hook.py line 689 8122] floor : 0.7366 0.9521 +[2025-03-27 15:43:46,096 INFO hook.py line 689 8122] cabinet : 0.0524 0.0573 +[2025-03-27 15:43:46,096 INFO hook.py line 689 8122] bed : 0.1017 0.1189 +[2025-03-27 15:43:46,096 INFO hook.py line 689 8122] chair : 0.4790 0.6822 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] sofa : 0.1231 0.1421 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] table : 0.2748 0.4031 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] door : 0.0715 0.0784 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] window : 0.1875 0.2245 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] bookshelf : 0.0176 0.0179 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] picture : 0.1797 0.2957 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] counter : 0.0007 0.0007 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] desk : 0.0060 0.0062 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] curtain : 0.0250 0.0255 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] toilet : 0.0116 0.0117 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] sink : 0.2375 0.3203 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] bathtub : 0.0000 0.0000 +[2025-03-27 15:43:46,097 INFO hook.py line 689 8122] otherfurniture : 0.1191 0.1466 +[2025-03-27 15:43:46,097 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:43:46,097 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1601/0.2207/0.6438. +[2025-03-27 15:43:46,098 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:43:46,121 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1601 +[2025-03-27 15:43:46,121 INFO misc.py line 164 8122] Currently Best mIoU: 0.1601 +[2025-03-27 15:43:46,121 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:44:01,488 INFO hook.py line 566 8122] Train: [10/100][50/300] Data 0.005 (0.060) Batch 0.240 (0.210) Remain 01:35:10 loss: 2.0534 Lr: 4.97627e-03 +[2025-03-27 15:44:12,913 INFO hook.py line 566 8122] Train: [10/100][100/300] Data 0.001 (0.083) Batch 0.197 (0.219) Remain 01:39:25 loss: 2.2912 Lr: 4.97434e-03 +[2025-03-27 15:44:23,374 INFO hook.py line 566 8122] Train: [10/100][150/300] Data 0.006 (0.056) Batch 0.150 (0.216) Remain 01:37:41 loss: 2.1211 Lr: 4.97233e-03 +[2025-03-27 15:44:34,629 INFO hook.py line 566 8122] Train: [10/100][200/300] Data 0.001 (0.060) Batch 0.239 (0.218) Remain 01:38:33 loss: 2.0299 Lr: 4.97025e-03 +[2025-03-27 15:44:46,963 INFO hook.py line 566 8122] Train: [10/100][250/300] Data 0.002 (0.058) Batch 0.103 (0.224) Remain 01:40:58 loss: 1.9868 Lr: 4.96809e-03 +[2025-03-27 15:44:53,746 INFO hook.py line 566 8122] Train: [10/100][300/300] Data 0.000 (0.052) Batch 0.078 (0.209) Remain 01:34:06 loss: 2.3250 Lr: 4.96586e-03 +[2025-03-27 15:44:53,747 INFO misc.py line 135 8122] Train result: loss: 2.1904 +[2025-03-27 15:44:53,785 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:45:06,167 INFO hook.py line 746 8122] Test: [1/78] Loss 2.3392 +[2025-03-27 15:45:06,296 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6418 +[2025-03-27 15:45:06,333 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7550 +[2025-03-27 15:45:06,777 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2864 +[2025-03-27 15:45:06,811 INFO hook.py line 746 8122] Test: [5/78] Loss 1.8295 +[2025-03-27 15:45:06,871 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8506 +[2025-03-27 15:45:06,918 INFO hook.py line 746 8122] Test: [7/78] Loss 1.7236 +[2025-03-27 15:45:06,942 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1661 +[2025-03-27 15:45:06,981 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4902 +[2025-03-27 15:45:07,011 INFO hook.py line 746 8122] Test: [10/78] Loss 2.5398 +[2025-03-27 15:45:07,053 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7616 +[2025-03-27 15:45:07,088 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5566 +[2025-03-27 15:45:07,135 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6495 +[2025-03-27 15:45:07,169 INFO hook.py line 746 8122] Test: [14/78] Loss 2.2075 +[2025-03-27 15:45:07,209 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1886 +[2025-03-27 15:45:07,252 INFO hook.py line 746 8122] Test: [16/78] Loss 1.2020 +[2025-03-27 15:45:07,289 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4652 +[2025-03-27 15:45:07,318 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9748 +[2025-03-27 15:45:07,358 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6333 +[2025-03-27 15:45:07,390 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5116 +[2025-03-27 15:45:07,428 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0814 +[2025-03-27 15:45:07,464 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0691 +[2025-03-27 15:45:07,489 INFO hook.py line 746 8122] Test: [23/78] Loss 1.9245 +[2025-03-27 15:45:07,530 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6772 +[2025-03-27 15:45:07,567 INFO hook.py line 746 8122] Test: [25/78] Loss 2.1245 +[2025-03-27 15:45:07,604 INFO hook.py line 746 8122] Test: [26/78] Loss 1.6164 +[2025-03-27 15:45:07,649 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0941 +[2025-03-27 15:45:07,679 INFO hook.py line 746 8122] Test: [28/78] Loss 2.4095 +[2025-03-27 15:45:07,710 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1612 +[2025-03-27 15:45:07,760 INFO hook.py line 746 8122] Test: [30/78] Loss 1.7579 +[2025-03-27 15:45:07,813 INFO hook.py line 746 8122] Test: [31/78] Loss 1.6026 +[2025-03-27 15:45:07,848 INFO hook.py line 746 8122] Test: [32/78] Loss 2.3149 +[2025-03-27 15:45:07,895 INFO hook.py line 746 8122] Test: [33/78] Loss 1.2944 +[2025-03-27 15:45:07,930 INFO hook.py line 746 8122] Test: [34/78] Loss 1.8163 +[2025-03-27 15:45:07,963 INFO hook.py line 746 8122] Test: [35/78] Loss 1.3615 +[2025-03-27 15:45:07,995 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7302 +[2025-03-27 15:45:08,029 INFO hook.py line 746 8122] Test: [37/78] Loss 1.7429 +[2025-03-27 15:45:08,060 INFO hook.py line 746 8122] Test: [38/78] Loss 1.3056 +[2025-03-27 15:45:08,115 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0993 +[2025-03-27 15:45:08,160 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1760 +[2025-03-27 15:45:08,198 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6794 +[2025-03-27 15:45:08,223 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3805 +[2025-03-27 15:45:08,255 INFO hook.py line 746 8122] Test: [43/78] Loss 2.2989 +[2025-03-27 15:45:08,312 INFO hook.py line 746 8122] Test: [44/78] Loss 1.4338 +[2025-03-27 15:45:08,343 INFO hook.py line 746 8122] Test: [45/78] Loss 2.3618 +[2025-03-27 15:45:08,387 INFO hook.py line 746 8122] Test: [46/78] Loss 2.2703 +[2025-03-27 15:45:08,420 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9596 +[2025-03-27 15:45:08,449 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9629 +[2025-03-27 15:45:08,477 INFO hook.py line 746 8122] Test: [49/78] Loss 2.4480 +[2025-03-27 15:45:08,504 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7976 +[2025-03-27 15:45:08,528 INFO hook.py line 746 8122] Test: [51/78] Loss 2.3243 +[2025-03-27 15:45:08,558 INFO hook.py line 746 8122] Test: [52/78] Loss 2.0237 +[2025-03-27 15:45:08,579 INFO hook.py line 746 8122] Test: [53/78] Loss 1.3481 +[2025-03-27 15:45:08,609 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3243 +[2025-03-27 15:45:08,641 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9875 +[2025-03-27 15:45:08,676 INFO hook.py line 746 8122] Test: [56/78] Loss 1.2961 +[2025-03-27 15:45:08,704 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8695 +[2025-03-27 15:45:08,727 INFO hook.py line 746 8122] Test: [58/78] Loss 2.0006 +[2025-03-27 15:45:08,762 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4977 +[2025-03-27 15:45:08,790 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6227 +[2025-03-27 15:45:08,810 INFO hook.py line 746 8122] Test: [61/78] Loss 2.6148 +[2025-03-27 15:45:08,838 INFO hook.py line 746 8122] Test: [62/78] Loss 1.7805 +[2025-03-27 15:45:08,870 INFO hook.py line 746 8122] Test: [63/78] Loss 1.7134 +[2025-03-27 15:45:08,921 INFO hook.py line 746 8122] Test: [64/78] Loss 2.0127 +[2025-03-27 15:45:08,944 INFO hook.py line 746 8122] Test: [65/78] Loss 2.3820 +[2025-03-27 15:45:08,980 INFO hook.py line 746 8122] Test: [66/78] Loss 1.9053 +[2025-03-27 15:45:09,014 INFO hook.py line 746 8122] Test: [67/78] Loss 1.6434 +[2025-03-27 15:45:09,043 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7918 +[2025-03-27 15:45:09,069 INFO hook.py line 746 8122] Test: [69/78] Loss 0.8201 +[2025-03-27 15:45:09,120 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7708 +[2025-03-27 15:45:09,158 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0518 +[2025-03-27 15:45:09,204 INFO hook.py line 746 8122] Test: [72/78] Loss 1.2000 +[2025-03-27 15:45:09,247 INFO hook.py line 746 8122] Test: [73/78] Loss 1.4960 +[2025-03-27 15:45:09,284 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3112 +[2025-03-27 15:45:09,329 INFO hook.py line 746 8122] Test: [75/78] Loss 1.3199 +[2025-03-27 15:45:09,353 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5523 +[2025-03-27 15:45:09,403 INFO hook.py line 746 8122] Test: [77/78] Loss 1.4090 +[2025-03-27 15:45:09,427 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3959 +[2025-03-27 15:45:10,631 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:45:10,631 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:45:10,631 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:45:10,631 INFO hook.py line 689 8122] wall : 0.5835 0.9283 +[2025-03-27 15:45:10,631 INFO hook.py line 689 8122] floor : 0.7410 0.9533 +[2025-03-27 15:45:10,631 INFO hook.py line 689 8122] cabinet : 0.0598 0.0666 +[2025-03-27 15:45:10,631 INFO hook.py line 689 8122] bed : 0.1092 0.1297 +[2025-03-27 15:45:10,631 INFO hook.py line 689 8122] chair : 0.4820 0.6755 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] sofa : 0.1488 0.1831 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] table : 0.2800 0.4268 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] door : 0.0805 0.0892 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] window : 0.1887 0.2249 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] bookshelf : 0.0384 0.0402 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] picture : 0.1871 0.3187 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] counter : 0.0014 0.0014 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] desk : 0.0048 0.0049 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] curtain : 0.0523 0.0549 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] toilet : 0.0489 0.0511 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] sink : 0.2556 0.3438 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] bathtub : 0.0001 0.0001 +[2025-03-27 15:45:10,632 INFO hook.py line 689 8122] otherfurniture : 0.1177 0.1404 +[2025-03-27 15:45:10,632 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:45:10,632 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1690/0.2317/0.6469. +[2025-03-27 15:45:10,633 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:45:10,658 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1690 +[2025-03-27 15:45:10,659 INFO misc.py line 164 8122] Currently Best mIoU: 0.1690 +[2025-03-27 15:45:10,659 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:45:27,131 INFO hook.py line 566 8122] Train: [11/100][50/300] Data 0.002 (0.081) Batch 0.122 (0.234) Remain 01:45:16 loss: 2.0310 Lr: 4.96355e-03 +[2025-03-27 15:45:37,889 INFO hook.py line 566 8122] Train: [11/100][100/300] Data 0.002 (0.073) Batch 0.114 (0.224) Remain 01:40:38 loss: 2.3069 Lr: 4.96117e-03 +[2025-03-27 15:45:48,358 INFO hook.py line 566 8122] Train: [11/100][150/300] Data 0.002 (0.054) Batch 0.122 (0.219) Remain 01:38:09 loss: 2.2728 Lr: 4.95872e-03 +[2025-03-27 15:45:59,109 INFO hook.py line 566 8122] Train: [11/100][200/300] Data 0.003 (0.051) Batch 0.108 (0.218) Remain 01:37:28 loss: 2.0997 Lr: 4.95619e-03 +[2025-03-27 15:46:10,324 INFO hook.py line 566 8122] Train: [11/100][250/300] Data 0.003 (0.055) Batch 0.116 (0.219) Remain 01:37:50 loss: 2.2172 Lr: 4.95358e-03 +[2025-03-27 15:46:18,132 INFO hook.py line 566 8122] Train: [11/100][300/300] Data 0.001 (0.053) Batch 0.080 (0.209) Remain 01:32:55 loss: 2.1876 Lr: 4.95090e-03 +[2025-03-27 15:46:18,132 INFO misc.py line 135 8122] Train result: loss: 2.1630 +[2025-03-27 15:46:18,160 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:46:31,066 INFO hook.py line 746 8122] Test: [1/78] Loss 2.2896 +[2025-03-27 15:46:31,106 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6308 +[2025-03-27 15:46:31,136 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7412 +[2025-03-27 15:46:31,180 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2758 +[2025-03-27 15:46:31,211 INFO hook.py line 746 8122] Test: [5/78] Loss 1.8116 +[2025-03-27 15:46:31,258 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8393 +[2025-03-27 15:46:31,305 INFO hook.py line 746 8122] Test: [7/78] Loss 1.7146 +[2025-03-27 15:46:31,331 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1436 +[2025-03-27 15:46:31,373 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4714 +[2025-03-27 15:46:31,411 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4887 +[2025-03-27 15:46:31,454 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7486 +[2025-03-27 15:46:31,484 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5333 +[2025-03-27 15:46:31,527 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6219 +[2025-03-27 15:46:31,560 INFO hook.py line 746 8122] Test: [14/78] Loss 2.2125 +[2025-03-27 15:46:31,594 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1779 +[2025-03-27 15:46:31,638 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1827 +[2025-03-27 15:46:31,674 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4511 +[2025-03-27 15:46:31,703 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9530 +[2025-03-27 15:46:31,744 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6196 +[2025-03-27 15:46:31,781 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5004 +[2025-03-27 15:46:31,813 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0616 +[2025-03-27 15:46:31,849 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0539 +[2025-03-27 15:46:31,882 INFO hook.py line 746 8122] Test: [23/78] Loss 1.9008 +[2025-03-27 15:46:31,921 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6736 +[2025-03-27 15:46:31,958 INFO hook.py line 746 8122] Test: [25/78] Loss 2.1086 +[2025-03-27 15:46:31,996 INFO hook.py line 746 8122] Test: [26/78] Loss 1.6038 +[2025-03-27 15:46:32,042 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0697 +[2025-03-27 15:46:32,072 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3934 +[2025-03-27 15:46:32,099 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1432 +[2025-03-27 15:46:32,147 INFO hook.py line 746 8122] Test: [30/78] Loss 1.7338 +[2025-03-27 15:46:32,202 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5787 +[2025-03-27 15:46:32,234 INFO hook.py line 746 8122] Test: [32/78] Loss 2.3064 +[2025-03-27 15:46:32,282 INFO hook.py line 746 8122] Test: [33/78] Loss 1.2724 +[2025-03-27 15:46:32,314 INFO hook.py line 746 8122] Test: [34/78] Loss 1.8001 +[2025-03-27 15:46:32,346 INFO hook.py line 746 8122] Test: [35/78] Loss 1.3368 +[2025-03-27 15:46:32,378 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7160 +[2025-03-27 15:46:32,411 INFO hook.py line 746 8122] Test: [37/78] Loss 1.7188 +[2025-03-27 15:46:32,441 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2788 +[2025-03-27 15:46:32,504 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0877 +[2025-03-27 15:46:32,546 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1653 +[2025-03-27 15:46:32,585 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6691 +[2025-03-27 15:46:32,617 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3698 +[2025-03-27 15:46:32,649 INFO hook.py line 746 8122] Test: [43/78] Loss 2.2488 +[2025-03-27 15:46:32,701 INFO hook.py line 746 8122] Test: [44/78] Loss 1.4216 +[2025-03-27 15:46:32,735 INFO hook.py line 746 8122] Test: [45/78] Loss 2.3272 +[2025-03-27 15:46:32,777 INFO hook.py line 746 8122] Test: [46/78] Loss 2.2025 +[2025-03-27 15:46:32,811 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9444 +[2025-03-27 15:46:32,840 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9525 +[2025-03-27 15:46:32,868 INFO hook.py line 746 8122] Test: [49/78] Loss 2.4505 +[2025-03-27 15:46:32,894 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7829 +[2025-03-27 15:46:32,919 INFO hook.py line 746 8122] Test: [51/78] Loss 2.2699 +[2025-03-27 15:46:32,949 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9967 +[2025-03-27 15:46:32,970 INFO hook.py line 746 8122] Test: [53/78] Loss 1.3226 +[2025-03-27 15:46:32,999 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3149 +[2025-03-27 15:46:33,031 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9676 +[2025-03-27 15:46:33,066 INFO hook.py line 746 8122] Test: [56/78] Loss 1.2759 +[2025-03-27 15:46:33,094 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8612 +[2025-03-27 15:46:33,116 INFO hook.py line 746 8122] Test: [58/78] Loss 1.9720 +[2025-03-27 15:46:33,151 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4855 +[2025-03-27 15:46:33,180 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6134 +[2025-03-27 15:46:33,200 INFO hook.py line 746 8122] Test: [61/78] Loss 2.6080 +[2025-03-27 15:46:33,229 INFO hook.py line 746 8122] Test: [62/78] Loss 1.7643 +[2025-03-27 15:46:33,261 INFO hook.py line 746 8122] Test: [63/78] Loss 1.7001 +[2025-03-27 15:46:33,312 INFO hook.py line 746 8122] Test: [64/78] Loss 2.0093 +[2025-03-27 15:46:33,335 INFO hook.py line 746 8122] Test: [65/78] Loss 2.3270 +[2025-03-27 15:46:33,371 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8995 +[2025-03-27 15:46:33,406 INFO hook.py line 746 8122] Test: [67/78] Loss 1.6216 +[2025-03-27 15:46:33,434 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7802 +[2025-03-27 15:46:33,460 INFO hook.py line 746 8122] Test: [69/78] Loss 0.8050 +[2025-03-27 15:46:33,510 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7412 +[2025-03-27 15:46:33,548 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0436 +[2025-03-27 15:46:33,594 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1839 +[2025-03-27 15:46:33,638 INFO hook.py line 746 8122] Test: [73/78] Loss 1.4664 +[2025-03-27 15:46:33,674 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3021 +[2025-03-27 15:46:33,719 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2912 +[2025-03-27 15:46:33,743 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5489 +[2025-03-27 15:46:33,794 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3947 +[2025-03-27 15:46:33,818 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3850 +[2025-03-27 15:46:34,922 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:46:34,922 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:46:34,922 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:46:34,922 INFO hook.py line 689 8122] wall : 0.5870 0.9268 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] floor : 0.7456 0.9535 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] cabinet : 0.0634 0.0712 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] bed : 0.1172 0.1424 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] chair : 0.4853 0.6881 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] sofa : 0.1510 0.1854 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] table : 0.2833 0.4348 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] door : 0.0881 0.0982 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] window : 0.1869 0.2204 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] bookshelf : 0.0405 0.0424 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] picture : 0.1906 0.3249 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] counter : 0.0042 0.0043 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] desk : 0.0049 0.0050 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] curtain : 0.0801 0.0868 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:46:34,923 INFO hook.py line 689 8122] toilet : 0.0910 0.0999 +[2025-03-27 15:46:34,924 INFO hook.py line 689 8122] sink : 0.2662 0.3615 +[2025-03-27 15:46:34,924 INFO hook.py line 689 8122] bathtub : 0.0013 0.0013 +[2025-03-27 15:46:34,924 INFO hook.py line 689 8122] otherfurniture : 0.1164 0.1380 +[2025-03-27 15:46:34,924 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:46:34,924 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1751/0.2392/0.6494. +[2025-03-27 15:46:34,924 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:46:34,946 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1751 +[2025-03-27 15:46:34,947 INFO misc.py line 164 8122] Currently Best mIoU: 0.1751 +[2025-03-27 15:46:34,947 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:46:49,993 INFO hook.py line 566 8122] Train: [12/100][50/300] Data 0.007 (0.046) Batch 0.239 (0.193) Remain 01:25:39 loss: 2.4317 Lr: 4.94815e-03 +[2025-03-27 15:47:02,275 INFO hook.py line 566 8122] Train: [12/100][100/300] Data 0.001 (0.055) Batch 0.813 (0.220) Remain 01:37:33 loss: 2.1801 Lr: 4.94532e-03 +[2025-03-27 15:47:14,062 INFO hook.py line 566 8122] Train: [12/100][150/300] Data 0.002 (0.041) Batch 0.112 (0.225) Remain 01:39:44 loss: 2.2339 Lr: 4.94241e-03 +[2025-03-27 15:47:24,325 INFO hook.py line 566 8122] Train: [12/100][200/300] Data 0.001 (0.031) Batch 0.129 (0.220) Remain 01:37:17 loss: 2.2482 Lr: 4.93944e-03 +[2025-03-27 15:47:35,218 INFO hook.py line 566 8122] Train: [12/100][250/300] Data 0.002 (0.025) Batch 0.118 (0.220) Remain 01:36:53 loss: 2.1189 Lr: 4.93639e-03 +[2025-03-27 15:47:43,049 INFO hook.py line 566 8122] Train: [12/100][300/300] Data 0.001 (0.022) Batch 0.079 (0.209) Remain 01:32:01 loss: 2.1786 Lr: 4.93326e-03 +[2025-03-27 15:47:43,049 INFO misc.py line 135 8122] Train result: loss: 2.1623 +[2025-03-27 15:47:43,079 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:47:55,949 INFO hook.py line 746 8122] Test: [1/78] Loss 2.2157 +[2025-03-27 15:47:55,987 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6105 +[2025-03-27 15:47:56,019 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7078 +[2025-03-27 15:47:56,068 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2633 +[2025-03-27 15:47:56,101 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7815 +[2025-03-27 15:47:56,150 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8434 +[2025-03-27 15:47:56,196 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6778 +[2025-03-27 15:47:56,222 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1231 +[2025-03-27 15:47:56,261 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4563 +[2025-03-27 15:47:56,295 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4647 +[2025-03-27 15:47:56,338 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7174 +[2025-03-27 15:47:56,367 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5096 +[2025-03-27 15:47:56,409 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6019 +[2025-03-27 15:47:56,444 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1579 +[2025-03-27 15:47:56,476 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1643 +[2025-03-27 15:47:56,519 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1621 +[2025-03-27 15:47:56,557 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4500 +[2025-03-27 15:47:56,585 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9584 +[2025-03-27 15:47:56,626 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6124 +[2025-03-27 15:47:56,658 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4930 +[2025-03-27 15:47:56,691 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0457 +[2025-03-27 15:47:56,728 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0452 +[2025-03-27 15:47:56,753 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8842 +[2025-03-27 15:47:56,793 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6517 +[2025-03-27 15:47:56,830 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0725 +[2025-03-27 15:47:56,865 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5773 +[2025-03-27 15:47:56,912 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0782 +[2025-03-27 15:47:56,942 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3735 +[2025-03-27 15:47:56,970 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1334 +[2025-03-27 15:47:57,021 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6963 +[2025-03-27 15:47:57,076 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5515 +[2025-03-27 15:47:57,127 INFO hook.py line 746 8122] Test: [32/78] Loss 2.3010 +[2025-03-27 15:47:57,174 INFO hook.py line 746 8122] Test: [33/78] Loss 1.2541 +[2025-03-27 15:47:57,207 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7936 +[2025-03-27 15:47:57,240 INFO hook.py line 746 8122] Test: [35/78] Loss 1.3158 +[2025-03-27 15:47:57,280 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7126 +[2025-03-27 15:47:57,313 INFO hook.py line 746 8122] Test: [37/78] Loss 1.6876 +[2025-03-27 15:47:57,340 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2701 +[2025-03-27 15:47:57,397 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0817 +[2025-03-27 15:47:57,440 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1451 +[2025-03-27 15:47:57,479 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6572 +[2025-03-27 15:47:57,505 INFO hook.py line 746 8122] Test: [42/78] Loss 2.4264 +[2025-03-27 15:47:57,539 INFO hook.py line 746 8122] Test: [43/78] Loss 2.1767 +[2025-03-27 15:47:57,594 INFO hook.py line 746 8122] Test: [44/78] Loss 1.4206 +[2025-03-27 15:47:57,624 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2885 +[2025-03-27 15:47:57,664 INFO hook.py line 746 8122] Test: [46/78] Loss 2.1476 +[2025-03-27 15:47:57,697 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9261 +[2025-03-27 15:47:57,727 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9283 +[2025-03-27 15:47:57,754 INFO hook.py line 746 8122] Test: [49/78] Loss 2.4202 +[2025-03-27 15:47:57,781 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7551 +[2025-03-27 15:47:57,805 INFO hook.py line 746 8122] Test: [51/78] Loss 2.3241 +[2025-03-27 15:47:57,835 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9949 +[2025-03-27 15:47:57,857 INFO hook.py line 746 8122] Test: [53/78] Loss 1.3041 +[2025-03-27 15:47:57,886 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3132 +[2025-03-27 15:47:57,919 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9526 +[2025-03-27 15:47:57,954 INFO hook.py line 746 8122] Test: [56/78] Loss 1.2596 +[2025-03-27 15:47:57,982 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8497 +[2025-03-27 15:47:58,004 INFO hook.py line 746 8122] Test: [58/78] Loss 1.9363 +[2025-03-27 15:47:58,039 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4732 +[2025-03-27 15:47:58,067 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6232 +[2025-03-27 15:47:58,087 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5975 +[2025-03-27 15:47:58,116 INFO hook.py line 746 8122] Test: [62/78] Loss 1.7409 +[2025-03-27 15:47:58,149 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6939 +[2025-03-27 15:47:58,199 INFO hook.py line 746 8122] Test: [64/78] Loss 2.0000 +[2025-03-27 15:47:58,223 INFO hook.py line 746 8122] Test: [65/78] Loss 2.3503 +[2025-03-27 15:47:58,259 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8786 +[2025-03-27 15:47:58,294 INFO hook.py line 746 8122] Test: [67/78] Loss 1.6372 +[2025-03-27 15:47:58,322 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7480 +[2025-03-27 15:47:58,347 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7992 +[2025-03-27 15:47:58,398 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7272 +[2025-03-27 15:47:58,435 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0474 +[2025-03-27 15:47:58,482 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1685 +[2025-03-27 15:47:58,526 INFO hook.py line 746 8122] Test: [73/78] Loss 1.4425 +[2025-03-27 15:47:58,562 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3050 +[2025-03-27 15:47:58,607 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2822 +[2025-03-27 15:47:58,631 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5073 +[2025-03-27 15:47:58,682 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3842 +[2025-03-27 15:47:58,706 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3911 +[2025-03-27 15:47:59,748 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:47:59,748 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:47:59,748 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:47:59,748 INFO hook.py line 689 8122] wall : 0.5897 0.9241 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] floor : 0.7491 0.9532 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] cabinet : 0.0734 0.0851 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] bed : 0.1230 0.1515 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] chair : 0.4885 0.7007 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] sofa : 0.1403 0.1660 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] table : 0.2876 0.4317 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] door : 0.1019 0.1162 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] window : 0.2108 0.2636 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] bookshelf : 0.0456 0.0479 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] picture : 0.1950 0.3352 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] counter : 0.0056 0.0057 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] desk : 0.0071 0.0074 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] curtain : 0.0625 0.0659 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] toilet : 0.1326 0.1542 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] sink : 0.2736 0.3774 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] bathtub : 0.0043 0.0043 +[2025-03-27 15:47:59,749 INFO hook.py line 689 8122] otherfurniture : 0.1106 0.1279 +[2025-03-27 15:47:59,749 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:47:59,749 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1801/0.2459/0.6516. +[2025-03-27 15:47:59,749 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:47:59,772 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1801 +[2025-03-27 15:47:59,772 INFO misc.py line 164 8122] Currently Best mIoU: 0.1801 +[2025-03-27 15:47:59,772 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:48:16,709 INFO hook.py line 566 8122] Train: [13/100][50/300] Data 0.003 (0.085) Batch 0.118 (0.244) Remain 01:47:03 loss: 2.0961 Lr: 4.93006e-03 +[2025-03-27 15:48:27,787 INFO hook.py line 566 8122] Train: [13/100][100/300] Data 0.004 (0.093) Batch 0.137 (0.232) Remain 01:41:49 loss: 2.3076 Lr: 4.92679e-03 +[2025-03-27 15:48:38,115 INFO hook.py line 566 8122] Train: [13/100][150/300] Data 0.002 (0.080) Batch 0.148 (0.224) Remain 01:37:48 loss: 2.2812 Lr: 4.92344e-03 +[2025-03-27 15:48:48,490 INFO hook.py line 566 8122] Train: [13/100][200/300] Data 0.002 (0.074) Batch 0.124 (0.219) Remain 01:35:50 loss: 2.1793 Lr: 4.92002e-03 +[2025-03-27 15:48:59,539 INFO hook.py line 566 8122] Train: [13/100][250/300] Data 0.006 (0.074) Batch 0.113 (0.220) Remain 01:35:47 loss: 1.9959 Lr: 4.91653e-03 +[2025-03-27 15:49:07,466 INFO hook.py line 566 8122] Train: [13/100][300/300] Data 0.000 (0.068) Batch 0.075 (0.209) Remain 01:31:07 loss: 2.2291 Lr: 4.91296e-03 +[2025-03-27 15:49:07,466 INFO misc.py line 135 8122] Train result: loss: 2.1507 +[2025-03-27 15:49:07,508 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:49:20,081 INFO hook.py line 746 8122] Test: [1/78] Loss 2.1688 +[2025-03-27 15:49:20,138 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6147 +[2025-03-27 15:49:20,184 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7103 +[2025-03-27 15:49:20,249 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2685 +[2025-03-27 15:49:20,431 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7861 +[2025-03-27 15:49:20,483 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8279 +[2025-03-27 15:49:20,531 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6907 +[2025-03-27 15:49:20,557 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1254 +[2025-03-27 15:49:20,605 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4675 +[2025-03-27 15:49:20,638 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4506 +[2025-03-27 15:49:20,682 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7274 +[2025-03-27 15:49:20,711 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5224 +[2025-03-27 15:49:20,754 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6096 +[2025-03-27 15:49:20,791 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1742 +[2025-03-27 15:49:20,833 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1468 +[2025-03-27 15:49:20,875 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1852 +[2025-03-27 15:49:20,912 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4389 +[2025-03-27 15:49:20,942 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9322 +[2025-03-27 15:49:20,984 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5926 +[2025-03-27 15:49:21,016 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5035 +[2025-03-27 15:49:21,048 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0508 +[2025-03-27 15:49:21,087 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0476 +[2025-03-27 15:49:21,117 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8872 +[2025-03-27 15:49:21,158 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6566 +[2025-03-27 15:49:21,194 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0766 +[2025-03-27 15:49:21,233 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5658 +[2025-03-27 15:49:21,280 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0705 +[2025-03-27 15:49:21,312 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3688 +[2025-03-27 15:49:21,348 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1363 +[2025-03-27 15:49:21,395 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6875 +[2025-03-27 15:49:21,449 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5736 +[2025-03-27 15:49:21,479 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2875 +[2025-03-27 15:49:21,526 INFO hook.py line 746 8122] Test: [33/78] Loss 1.2343 +[2025-03-27 15:49:21,561 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7900 +[2025-03-27 15:49:21,595 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2998 +[2025-03-27 15:49:21,630 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7179 +[2025-03-27 15:49:21,663 INFO hook.py line 746 8122] Test: [37/78] Loss 1.6749 +[2025-03-27 15:49:21,695 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2820 +[2025-03-27 15:49:21,751 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0911 +[2025-03-27 15:49:21,796 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1489 +[2025-03-27 15:49:21,835 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6544 +[2025-03-27 15:49:21,861 INFO hook.py line 746 8122] Test: [42/78] Loss 2.4069 +[2025-03-27 15:49:21,897 INFO hook.py line 746 8122] Test: [43/78] Loss 2.1291 +[2025-03-27 15:49:21,951 INFO hook.py line 746 8122] Test: [44/78] Loss 1.4150 +[2025-03-27 15:49:21,989 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2597 +[2025-03-27 15:49:22,033 INFO hook.py line 746 8122] Test: [46/78] Loss 2.0979 +[2025-03-27 15:49:22,066 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9290 +[2025-03-27 15:49:22,095 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9420 +[2025-03-27 15:49:22,123 INFO hook.py line 746 8122] Test: [49/78] Loss 2.4265 +[2025-03-27 15:49:22,149 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7583 +[2025-03-27 15:49:22,174 INFO hook.py line 746 8122] Test: [51/78] Loss 2.2400 +[2025-03-27 15:49:22,203 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9660 +[2025-03-27 15:49:22,224 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2772 +[2025-03-27 15:49:22,254 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2718 +[2025-03-27 15:49:22,287 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9552 +[2025-03-27 15:49:22,322 INFO hook.py line 746 8122] Test: [56/78] Loss 1.2344 +[2025-03-27 15:49:22,350 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8496 +[2025-03-27 15:49:22,372 INFO hook.py line 746 8122] Test: [58/78] Loss 1.9071 +[2025-03-27 15:49:22,407 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4848 +[2025-03-27 15:49:22,435 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6172 +[2025-03-27 15:49:22,456 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5932 +[2025-03-27 15:49:22,485 INFO hook.py line 746 8122] Test: [62/78] Loss 1.7272 +[2025-03-27 15:49:22,517 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6775 +[2025-03-27 15:49:22,567 INFO hook.py line 746 8122] Test: [64/78] Loss 2.0049 +[2025-03-27 15:49:22,591 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2695 +[2025-03-27 15:49:22,628 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8817 +[2025-03-27 15:49:22,662 INFO hook.py line 746 8122] Test: [67/78] Loss 1.6095 +[2025-03-27 15:49:22,690 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7519 +[2025-03-27 15:49:22,716 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7941 +[2025-03-27 15:49:22,767 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7190 +[2025-03-27 15:49:22,804 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0360 +[2025-03-27 15:49:22,850 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1711 +[2025-03-27 15:49:22,894 INFO hook.py line 746 8122] Test: [73/78] Loss 1.4120 +[2025-03-27 15:49:22,931 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2585 +[2025-03-27 15:49:22,976 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2887 +[2025-03-27 15:49:23,001 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5318 +[2025-03-27 15:49:23,052 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3742 +[2025-03-27 15:49:23,075 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3879 +[2025-03-27 15:49:24,151 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:49:24,151 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:49:24,151 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] wall : 0.5896 0.9256 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] floor : 0.7529 0.9529 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] cabinet : 0.0749 0.0870 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] bed : 0.1344 0.1755 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] chair : 0.4930 0.6911 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] sofa : 0.1448 0.1722 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] table : 0.2890 0.4417 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] door : 0.0925 0.1034 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] window : 0.2010 0.2432 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] bookshelf : 0.0516 0.0549 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] picture : 0.1962 0.3446 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] counter : 0.0069 0.0071 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] desk : 0.0052 0.0053 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] curtain : 0.0918 0.1001 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] shower curtain : 0.0000 0.0000 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] toilet : 0.1787 0.2184 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] sink : 0.2812 0.3871 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] bathtub : 0.0097 0.0099 +[2025-03-27 15:49:24,151 INFO hook.py line 689 8122] otherfurniture : 0.1152 0.1347 +[2025-03-27 15:49:24,151 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:49:24,151 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1854/0.2527/0.6525. +[2025-03-27 15:49:24,152 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:49:24,172 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1854 +[2025-03-27 15:49:24,172 INFO misc.py line 164 8122] Currently Best mIoU: 0.1854 +[2025-03-27 15:49:24,172 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:49:39,821 INFO hook.py line 566 8122] Train: [14/100][50/300] Data 0.002 (0.009) Batch 0.727 (0.226) Remain 01:37:55 loss: 2.1292 Lr: 4.90932e-03 +[2025-03-27 15:49:51,286 INFO hook.py line 566 8122] Train: [14/100][100/300] Data 0.001 (0.051) Batch 0.107 (0.227) Remain 01:38:34 loss: 2.2064 Lr: 4.90560e-03 +[2025-03-27 15:50:01,582 INFO hook.py line 566 8122] Train: [14/100][150/300] Data 0.003 (0.045) Batch 0.172 (0.220) Remain 01:35:12 loss: 1.8855 Lr: 4.90182e-03 +[2025-03-27 15:50:13,536 INFO hook.py line 566 8122] Train: [14/100][200/300] Data 0.003 (0.035) Batch 0.097 (0.225) Remain 01:37:06 loss: 2.1245 Lr: 4.89796e-03 +[2025-03-27 15:50:25,431 INFO hook.py line 566 8122] Train: [14/100][250/300] Data 0.002 (0.035) Batch 0.092 (0.228) Remain 01:38:02 loss: 2.1064 Lr: 4.89403e-03 +[2025-03-27 15:50:32,131 INFO hook.py line 566 8122] Train: [14/100][300/300] Data 0.000 (0.029) Batch 0.077 (0.212) Remain 01:31:04 loss: 2.1560 Lr: 4.89002e-03 +[2025-03-27 15:50:32,131 INFO misc.py line 135 8122] Train result: loss: 2.1450 +[2025-03-27 15:50:32,166 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:50:44,337 INFO hook.py line 746 8122] Test: [1/78] Loss 2.1551 +[2025-03-27 15:50:45,280 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6113 +[2025-03-27 15:50:45,319 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7293 +[2025-03-27 15:50:45,361 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2623 +[2025-03-27 15:50:45,394 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7738 +[2025-03-27 15:50:45,447 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8440 +[2025-03-27 15:50:45,493 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6799 +[2025-03-27 15:50:45,520 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1136 +[2025-03-27 15:50:45,560 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4438 +[2025-03-27 15:50:45,589 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4300 +[2025-03-27 15:50:45,633 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7149 +[2025-03-27 15:50:45,699 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5015 +[2025-03-27 15:50:45,743 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6039 +[2025-03-27 15:50:45,780 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1724 +[2025-03-27 15:50:45,813 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1707 +[2025-03-27 15:50:45,857 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1662 +[2025-03-27 15:50:45,893 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4374 +[2025-03-27 15:50:45,921 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9491 +[2025-03-27 15:50:45,961 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6050 +[2025-03-27 15:50:45,993 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4857 +[2025-03-27 15:50:46,025 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0225 +[2025-03-27 15:50:46,061 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0252 +[2025-03-27 15:50:46,087 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8979 +[2025-03-27 15:50:46,129 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6617 +[2025-03-27 15:50:46,165 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0565 +[2025-03-27 15:50:46,206 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5508 +[2025-03-27 15:50:46,253 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0533 +[2025-03-27 15:50:46,282 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3626 +[2025-03-27 15:50:46,314 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1090 +[2025-03-27 15:50:46,362 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6568 +[2025-03-27 15:50:46,415 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5464 +[2025-03-27 15:50:46,449 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2937 +[2025-03-27 15:50:46,496 INFO hook.py line 746 8122] Test: [33/78] Loss 1.2133 +[2025-03-27 15:50:46,531 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7855 +[2025-03-27 15:50:46,565 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2775 +[2025-03-27 15:50:46,601 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6992 +[2025-03-27 15:50:46,636 INFO hook.py line 746 8122] Test: [37/78] Loss 1.6454 +[2025-03-27 15:50:46,663 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2529 +[2025-03-27 15:50:46,720 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0741 +[2025-03-27 15:50:46,762 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1394 +[2025-03-27 15:50:46,801 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6465 +[2025-03-27 15:50:46,834 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3425 +[2025-03-27 15:50:46,871 INFO hook.py line 746 8122] Test: [43/78] Loss 2.1105 +[2025-03-27 15:50:46,922 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3969 +[2025-03-27 15:50:46,953 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2712 +[2025-03-27 15:50:46,998 INFO hook.py line 746 8122] Test: [46/78] Loss 2.0605 +[2025-03-27 15:50:47,033 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9311 +[2025-03-27 15:50:47,062 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9292 +[2025-03-27 15:50:47,090 INFO hook.py line 746 8122] Test: [49/78] Loss 2.4351 +[2025-03-27 15:50:47,117 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7641 +[2025-03-27 15:50:47,141 INFO hook.py line 746 8122] Test: [51/78] Loss 2.2447 +[2025-03-27 15:50:47,170 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9941 +[2025-03-27 15:50:47,192 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2625 +[2025-03-27 15:50:47,221 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3287 +[2025-03-27 15:50:47,254 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9364 +[2025-03-27 15:50:47,289 INFO hook.py line 746 8122] Test: [56/78] Loss 1.2159 +[2025-03-27 15:50:47,317 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8449 +[2025-03-27 15:50:47,339 INFO hook.py line 746 8122] Test: [58/78] Loss 1.9083 +[2025-03-27 15:50:47,374 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4689 +[2025-03-27 15:50:47,403 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6053 +[2025-03-27 15:50:47,423 INFO hook.py line 746 8122] Test: [61/78] Loss 2.6010 +[2025-03-27 15:50:47,452 INFO hook.py line 746 8122] Test: [62/78] Loss 1.7100 +[2025-03-27 15:50:47,484 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6912 +[2025-03-27 15:50:47,535 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9903 +[2025-03-27 15:50:47,558 INFO hook.py line 746 8122] Test: [65/78] Loss 2.3251 +[2025-03-27 15:50:47,594 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8725 +[2025-03-27 15:50:47,629 INFO hook.py line 746 8122] Test: [67/78] Loss 1.6088 +[2025-03-27 15:50:47,657 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7557 +[2025-03-27 15:50:47,683 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7741 +[2025-03-27 15:50:47,734 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6939 +[2025-03-27 15:50:47,772 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0219 +[2025-03-27 15:50:47,818 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1547 +[2025-03-27 15:50:47,862 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3844 +[2025-03-27 15:50:47,899 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3173 +[2025-03-27 15:50:47,944 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2593 +[2025-03-27 15:50:47,969 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5244 +[2025-03-27 15:50:48,020 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3621 +[2025-03-27 15:50:48,044 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3608 +[2025-03-27 15:50:49,128 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:50:49,128 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:50:49,128 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] wall : 0.5905 0.9254 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] floor : 0.7532 0.9543 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] cabinet : 0.0716 0.0824 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] bed : 0.1190 0.1403 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] chair : 0.4914 0.6953 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] sofa : 0.1591 0.1970 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] table : 0.2881 0.4518 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] door : 0.0964 0.1084 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] window : 0.1992 0.2396 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] bookshelf : 0.0498 0.0526 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] picture : 0.1990 0.3491 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] counter : 0.0128 0.0137 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] desk : 0.0060 0.0062 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] curtain : 0.0882 0.0953 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] shower curtain : 0.0002 0.0002 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] toilet : 0.2047 0.2558 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] sink : 0.2808 0.4018 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] bathtub : 0.0106 0.0108 +[2025-03-27 15:50:49,128 INFO hook.py line 689 8122] otherfurniture : 0.1114 0.1289 +[2025-03-27 15:50:49,128 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:50:49,128 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1866/0.2554/0.6530. +[2025-03-27 15:50:49,128 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:50:49,149 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1866 +[2025-03-27 15:50:49,149 INFO misc.py line 164 8122] Currently Best mIoU: 0.1866 +[2025-03-27 15:50:49,149 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:51:04,862 INFO hook.py line 566 8122] Train: [15/100][50/300] Data 0.006 (0.032) Batch 0.742 (0.220) Remain 01:34:21 loss: 2.1707 Lr: 4.88594e-03 +[2025-03-27 15:51:15,197 INFO hook.py line 566 8122] Train: [15/100][100/300] Data 0.005 (0.019) Batch 0.326 (0.213) Remain 01:31:16 loss: 1.8945 Lr: 4.88179e-03 +[2025-03-27 15:51:26,282 INFO hook.py line 566 8122] Train: [15/100][150/300] Data 0.006 (0.015) Batch 0.177 (0.216) Remain 01:32:20 loss: 2.2406 Lr: 4.87757e-03 +[2025-03-27 15:51:37,795 INFO hook.py line 566 8122] Train: [15/100][200/300] Data 0.004 (0.017) Batch 0.164 (0.220) Remain 01:33:42 loss: 2.0650 Lr: 4.87327e-03 +[2025-03-27 15:51:48,948 INFO hook.py line 566 8122] Train: [15/100][250/300] Data 0.005 (0.014) Batch 0.566 (0.220) Remain 01:33:49 loss: 2.0511 Lr: 4.86891e-03 +[2025-03-27 15:51:56,608 INFO hook.py line 566 8122] Train: [15/100][300/300] Data 0.000 (0.012) Batch 0.072 (0.209) Remain 01:28:50 loss: 2.0553 Lr: 4.86447e-03 +[2025-03-27 15:51:56,608 INFO misc.py line 135 8122] Train result: loss: 2.1330 +[2025-03-27 15:51:56,639 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:52:09,345 INFO hook.py line 746 8122] Test: [1/78] Loss 2.1121 +[2025-03-27 15:52:09,402 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5905 +[2025-03-27 15:52:09,448 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7096 +[2025-03-27 15:52:09,498 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2541 +[2025-03-27 15:52:09,540 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7514 +[2025-03-27 15:52:09,590 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8380 +[2025-03-27 15:52:09,637 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6714 +[2025-03-27 15:52:09,662 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1105 +[2025-03-27 15:52:09,734 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4409 +[2025-03-27 15:52:09,763 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3933 +[2025-03-27 15:52:09,804 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6877 +[2025-03-27 15:52:09,832 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4961 +[2025-03-27 15:52:09,876 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5605 +[2025-03-27 15:52:09,910 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1443 +[2025-03-27 15:52:09,943 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1589 +[2025-03-27 15:52:09,985 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1617 +[2025-03-27 15:52:10,020 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4249 +[2025-03-27 15:52:10,051 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9512 +[2025-03-27 15:52:10,092 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6015 +[2025-03-27 15:52:10,122 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4722 +[2025-03-27 15:52:10,153 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0290 +[2025-03-27 15:52:10,189 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0218 +[2025-03-27 15:52:10,218 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8945 +[2025-03-27 15:52:10,257 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6531 +[2025-03-27 15:52:10,294 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0381 +[2025-03-27 15:52:10,331 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5396 +[2025-03-27 15:52:10,378 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0572 +[2025-03-27 15:52:10,418 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3189 +[2025-03-27 15:52:10,448 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1176 +[2025-03-27 15:52:10,499 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6314 +[2025-03-27 15:52:10,552 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5428 +[2025-03-27 15:52:10,586 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2447 +[2025-03-27 15:52:10,634 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1997 +[2025-03-27 15:52:10,674 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7558 +[2025-03-27 15:52:10,706 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2697 +[2025-03-27 15:52:10,741 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7154 +[2025-03-27 15:52:10,774 INFO hook.py line 746 8122] Test: [37/78] Loss 1.6160 +[2025-03-27 15:52:10,800 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2472 +[2025-03-27 15:52:10,859 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0540 +[2025-03-27 15:52:10,903 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1341 +[2025-03-27 15:52:10,943 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6409 +[2025-03-27 15:52:10,967 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3721 +[2025-03-27 15:52:11,000 INFO hook.py line 746 8122] Test: [43/78] Loss 2.0750 +[2025-03-27 15:52:11,051 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3986 +[2025-03-27 15:52:11,079 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2366 +[2025-03-27 15:52:11,123 INFO hook.py line 746 8122] Test: [46/78] Loss 2.0304 +[2025-03-27 15:52:11,156 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9109 +[2025-03-27 15:52:11,185 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9254 +[2025-03-27 15:52:11,213 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3880 +[2025-03-27 15:52:11,240 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7487 +[2025-03-27 15:52:11,265 INFO hook.py line 746 8122] Test: [51/78] Loss 2.2496 +[2025-03-27 15:52:11,296 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9884 +[2025-03-27 15:52:11,317 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2483 +[2025-03-27 15:52:11,347 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3173 +[2025-03-27 15:52:11,379 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9370 +[2025-03-27 15:52:11,414 INFO hook.py line 746 8122] Test: [56/78] Loss 1.2092 +[2025-03-27 15:52:11,442 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8414 +[2025-03-27 15:52:11,465 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8870 +[2025-03-27 15:52:11,500 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4759 +[2025-03-27 15:52:11,528 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5991 +[2025-03-27 15:52:11,549 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5583 +[2025-03-27 15:52:11,578 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6952 +[2025-03-27 15:52:11,610 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6868 +[2025-03-27 15:52:11,661 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9893 +[2025-03-27 15:52:11,684 INFO hook.py line 746 8122] Test: [65/78] Loss 2.3217 +[2025-03-27 15:52:11,720 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8695 +[2025-03-27 15:52:11,755 INFO hook.py line 746 8122] Test: [67/78] Loss 1.6011 +[2025-03-27 15:52:11,783 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7405 +[2025-03-27 15:52:11,809 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7769 +[2025-03-27 15:52:11,860 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6868 +[2025-03-27 15:52:11,899 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0021 +[2025-03-27 15:52:11,945 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1490 +[2025-03-27 15:52:11,989 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3661 +[2025-03-27 15:52:12,026 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3136 +[2025-03-27 15:52:12,071 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2590 +[2025-03-27 15:52:12,095 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5104 +[2025-03-27 15:52:12,146 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3640 +[2025-03-27 15:52:12,170 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3602 +[2025-03-27 15:52:13,240 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:52:13,240 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:52:13,240 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:52:13,240 INFO hook.py line 689 8122] wall : 0.5950 0.9212 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] floor : 0.7542 0.9547 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] cabinet : 0.0807 0.0955 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] bed : 0.1206 0.1413 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] chair : 0.4959 0.7014 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] sofa : 0.1516 0.1826 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] table : 0.2895 0.4468 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] door : 0.1069 0.1226 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] window : 0.2066 0.2528 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] bookshelf : 0.0641 0.0694 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] picture : 0.2026 0.3470 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] counter : 0.0133 0.0143 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] desk : 0.0047 0.0048 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] curtain : 0.0884 0.0952 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] refridgerator : 0.0001 0.0001 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] shower curtain : 0.0005 0.0005 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] toilet : 0.2374 0.3062 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] sink : 0.2895 0.4024 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] bathtub : 0.0165 0.0170 +[2025-03-27 15:52:13,241 INFO hook.py line 689 8122] otherfurniture : 0.1249 0.1527 +[2025-03-27 15:52:13,241 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:52:13,241 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1922/0.2614/0.6551. +[2025-03-27 15:52:13,241 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:52:13,270 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1922 +[2025-03-27 15:52:13,271 INFO misc.py line 164 8122] Currently Best mIoU: 0.1922 +[2025-03-27 15:52:13,271 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:52:29,955 INFO hook.py line 566 8122] Train: [16/100][50/300] Data 0.101 (0.080) Batch 0.226 (0.230) Remain 01:37:25 loss: 2.0341 Lr: 4.85996e-03 +[2025-03-27 15:52:40,495 INFO hook.py line 566 8122] Train: [16/100][100/300] Data 0.002 (0.047) Batch 0.168 (0.220) Remain 01:33:04 loss: 2.1106 Lr: 4.85537e-03 +[2025-03-27 15:52:51,471 INFO hook.py line 566 8122] Train: [16/100][150/300] Data 0.010 (0.032) Batch 0.211 (0.220) Remain 01:32:51 loss: 2.4442 Lr: 4.85072e-03 +[2025-03-27 15:53:03,537 INFO hook.py line 566 8122] Train: [16/100][200/300] Data 0.002 (0.044) Batch 0.114 (0.225) Remain 01:34:59 loss: 2.0208 Lr: 4.84599e-03 +[2025-03-27 15:53:14,459 INFO hook.py line 566 8122] Train: [16/100][250/300] Data 0.003 (0.047) Batch 0.154 (0.224) Remain 01:34:12 loss: 2.0568 Lr: 4.84120e-03 +[2025-03-27 15:53:21,371 INFO hook.py line 566 8122] Train: [16/100][300/300] Data 0.000 (0.044) Batch 0.067 (0.209) Remain 01:27:58 loss: 2.2086 Lr: 4.83633e-03 +[2025-03-27 15:53:21,372 INFO misc.py line 135 8122] Train result: loss: 2.1149 +[2025-03-27 15:53:21,403 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:53:34,126 INFO hook.py line 746 8122] Test: [1/78] Loss 2.0879 +[2025-03-27 15:53:34,176 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6003 +[2025-03-27 15:53:34,248 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6919 +[2025-03-27 15:53:34,324 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2545 +[2025-03-27 15:53:34,388 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7587 +[2025-03-27 15:53:34,448 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8026 +[2025-03-27 15:53:34,504 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6588 +[2025-03-27 15:53:34,534 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1215 +[2025-03-27 15:53:34,582 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4599 +[2025-03-27 15:53:34,613 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4211 +[2025-03-27 15:53:34,654 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7024 +[2025-03-27 15:53:34,682 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5089 +[2025-03-27 15:53:34,726 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5922 +[2025-03-27 15:53:34,759 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1512 +[2025-03-27 15:53:34,794 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1304 +[2025-03-27 15:53:34,834 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1828 +[2025-03-27 15:53:34,870 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4413 +[2025-03-27 15:53:34,901 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9082 +[2025-03-27 15:53:34,940 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6013 +[2025-03-27 15:53:34,973 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5028 +[2025-03-27 15:53:35,005 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0399 +[2025-03-27 15:53:35,041 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0293 +[2025-03-27 15:53:35,069 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8637 +[2025-03-27 15:53:35,108 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6345 +[2025-03-27 15:53:35,144 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0534 +[2025-03-27 15:53:35,181 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5430 +[2025-03-27 15:53:35,228 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0530 +[2025-03-27 15:53:35,259 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3213 +[2025-03-27 15:53:35,285 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1375 +[2025-03-27 15:53:35,335 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6392 +[2025-03-27 15:53:35,388 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5630 +[2025-03-27 15:53:35,422 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2559 +[2025-03-27 15:53:35,469 INFO hook.py line 746 8122] Test: [33/78] Loss 1.2006 +[2025-03-27 15:53:35,504 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7742 +[2025-03-27 15:53:35,546 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2667 +[2025-03-27 15:53:35,582 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6750 +[2025-03-27 15:53:35,616 INFO hook.py line 746 8122] Test: [37/78] Loss 1.6303 +[2025-03-27 15:53:35,650 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2709 +[2025-03-27 15:53:35,706 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0534 +[2025-03-27 15:53:35,748 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1395 +[2025-03-27 15:53:35,789 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6617 +[2025-03-27 15:53:35,812 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3319 +[2025-03-27 15:53:35,853 INFO hook.py line 746 8122] Test: [43/78] Loss 2.0458 +[2025-03-27 15:53:35,906 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3975 +[2025-03-27 15:53:35,937 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2402 +[2025-03-27 15:53:35,982 INFO hook.py line 746 8122] Test: [46/78] Loss 2.0154 +[2025-03-27 15:53:36,015 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9232 +[2025-03-27 15:53:36,044 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9013 +[2025-03-27 15:53:36,071 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3774 +[2025-03-27 15:53:36,098 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7371 +[2025-03-27 15:53:36,122 INFO hook.py line 746 8122] Test: [51/78] Loss 2.2163 +[2025-03-27 15:53:36,152 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9690 +[2025-03-27 15:53:36,174 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2501 +[2025-03-27 15:53:36,203 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2870 +[2025-03-27 15:53:36,236 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9568 +[2025-03-27 15:53:36,271 INFO hook.py line 746 8122] Test: [56/78] Loss 1.2091 +[2025-03-27 15:53:36,299 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8136 +[2025-03-27 15:53:36,322 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8820 +[2025-03-27 15:53:36,357 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4638 +[2025-03-27 15:53:36,388 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6035 +[2025-03-27 15:53:36,408 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5583 +[2025-03-27 15:53:36,437 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6977 +[2025-03-27 15:53:36,469 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6822 +[2025-03-27 15:53:36,520 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9791 +[2025-03-27 15:53:36,543 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2705 +[2025-03-27 15:53:36,580 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8454 +[2025-03-27 15:53:36,614 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5840 +[2025-03-27 15:53:36,642 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7311 +[2025-03-27 15:53:36,668 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7946 +[2025-03-27 15:53:36,719 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7156 +[2025-03-27 15:53:36,757 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9972 +[2025-03-27 15:53:36,803 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1706 +[2025-03-27 15:53:36,847 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3722 +[2025-03-27 15:53:36,884 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2723 +[2025-03-27 15:53:36,929 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2830 +[2025-03-27 15:53:36,954 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5193 +[2025-03-27 15:53:37,005 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3799 +[2025-03-27 15:53:37,028 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3840 +[2025-03-27 15:53:38,233 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:53:38,233 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:53:38,233 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] wall : 0.5949 0.9210 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] floor : 0.7563 0.9543 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] cabinet : 0.0770 0.0889 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] bed : 0.1349 0.1694 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] chair : 0.4962 0.6899 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] sofa : 0.1695 0.2157 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] table : 0.2924 0.4392 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] door : 0.1041 0.1186 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] window : 0.2082 0.2554 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] bookshelf : 0.0671 0.0729 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] picture : 0.2036 0.3563 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] counter : 0.0132 0.0140 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] desk : 0.0170 0.0187 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] curtain : 0.1207 0.1355 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] refridgerator : 0.0000 0.0000 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] shower curtain : 0.0018 0.0018 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] toilet : 0.2611 0.3549 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] sink : 0.2976 0.4004 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] bathtub : 0.0250 0.0262 +[2025-03-27 15:53:38,233 INFO hook.py line 689 8122] otherfurniture : 0.1217 0.1463 +[2025-03-27 15:53:38,233 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:53:38,233 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.1981/0.2690/0.6558. +[2025-03-27 15:53:38,234 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:53:38,257 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.1981 +[2025-03-27 15:53:38,257 INFO misc.py line 164 8122] Currently Best mIoU: 0.1981 +[2025-03-27 15:53:38,257 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:53:53,817 INFO hook.py line 566 8122] Train: [17/100][50/300] Data 0.257 (0.037) Batch 0.416 (0.211) Remain 01:28:16 loss: 1.8663 Lr: 4.83139e-03 +[2025-03-27 15:54:06,342 INFO hook.py line 566 8122] Train: [17/100][100/300] Data 0.001 (0.063) Batch 0.099 (0.231) Remain 01:36:42 loss: 2.0007 Lr: 4.82638e-03 +[2025-03-27 15:54:16,249 INFO hook.py line 566 8122] Train: [17/100][150/300] Data 0.002 (0.057) Batch 0.119 (0.220) Remain 01:31:49 loss: 2.2679 Lr: 4.82130e-03 +[2025-03-27 15:54:26,968 INFO hook.py line 566 8122] Train: [17/100][200/300] Data 0.005 (0.046) Batch 0.265 (0.219) Remain 01:31:03 loss: 2.3066 Lr: 4.81615e-03 +[2025-03-27 15:54:38,151 INFO hook.py line 566 8122] Train: [17/100][250/300] Data 0.002 (0.038) Batch 0.130 (0.220) Remain 01:31:18 loss: 2.2211 Lr: 4.81093e-03 +[2025-03-27 15:54:46,107 INFO hook.py line 566 8122] Train: [17/100][300/300] Data 0.000 (0.032) Batch 0.190 (0.209) Remain 01:26:53 loss: 2.1637 Lr: 4.80564e-03 +[2025-03-27 15:54:46,107 INFO misc.py line 135 8122] Train result: loss: 2.1159 +[2025-03-27 15:54:46,137 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:54:58,591 INFO hook.py line 746 8122] Test: [1/78] Loss 2.0153 +[2025-03-27 15:54:59,417 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5906 +[2025-03-27 15:54:59,462 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6830 +[2025-03-27 15:54:59,505 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2491 +[2025-03-27 15:54:59,536 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7513 +[2025-03-27 15:54:59,585 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8044 +[2025-03-27 15:54:59,631 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6427 +[2025-03-27 15:54:59,658 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1155 +[2025-03-27 15:54:59,698 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4612 +[2025-03-27 15:54:59,733 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4147 +[2025-03-27 15:54:59,773 INFO hook.py line 746 8122] Test: [11/78] Loss 1.7016 +[2025-03-27 15:54:59,803 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5039 +[2025-03-27 15:54:59,848 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6167 +[2025-03-27 15:54:59,883 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1458 +[2025-03-27 15:54:59,920 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1350 +[2025-03-27 15:54:59,961 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1921 +[2025-03-27 15:54:59,998 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4308 +[2025-03-27 15:55:00,030 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9103 +[2025-03-27 15:55:00,072 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5917 +[2025-03-27 15:55:00,104 INFO hook.py line 746 8122] Test: [20/78] Loss 1.5097 +[2025-03-27 15:55:00,141 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0408 +[2025-03-27 15:55:00,177 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0263 +[2025-03-27 15:55:00,205 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8594 +[2025-03-27 15:55:00,248 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6255 +[2025-03-27 15:55:00,292 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0266 +[2025-03-27 15:55:00,329 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5272 +[2025-03-27 15:55:00,376 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0562 +[2025-03-27 15:55:00,406 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3455 +[2025-03-27 15:55:00,435 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1389 +[2025-03-27 15:55:00,485 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6221 +[2025-03-27 15:55:00,540 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5678 +[2025-03-27 15:55:00,571 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2732 +[2025-03-27 15:55:00,618 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1839 +[2025-03-27 15:55:00,652 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7640 +[2025-03-27 15:55:00,686 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2538 +[2025-03-27 15:55:00,720 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6750 +[2025-03-27 15:55:00,754 INFO hook.py line 746 8122] Test: [37/78] Loss 1.6153 +[2025-03-27 15:55:00,782 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2715 +[2025-03-27 15:55:00,838 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0556 +[2025-03-27 15:55:00,880 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1433 +[2025-03-27 15:55:00,919 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6469 +[2025-03-27 15:55:00,949 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3973 +[2025-03-27 15:55:00,985 INFO hook.py line 746 8122] Test: [43/78] Loss 1.9735 +[2025-03-27 15:55:01,036 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3990 +[2025-03-27 15:55:01,065 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1973 +[2025-03-27 15:55:01,109 INFO hook.py line 746 8122] Test: [46/78] Loss 1.9658 +[2025-03-27 15:55:01,142 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9194 +[2025-03-27 15:55:01,172 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8988 +[2025-03-27 15:55:01,199 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3860 +[2025-03-27 15:55:01,225 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7253 +[2025-03-27 15:55:01,250 INFO hook.py line 746 8122] Test: [51/78] Loss 2.2182 +[2025-03-27 15:55:01,280 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9598 +[2025-03-27 15:55:01,302 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2328 +[2025-03-27 15:55:01,331 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2878 +[2025-03-27 15:55:01,363 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9528 +[2025-03-27 15:55:01,398 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1928 +[2025-03-27 15:55:01,427 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8156 +[2025-03-27 15:55:01,449 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8519 +[2025-03-27 15:55:01,484 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4736 +[2025-03-27 15:55:01,513 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5986 +[2025-03-27 15:55:01,533 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5844 +[2025-03-27 15:55:01,562 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6796 +[2025-03-27 15:55:01,595 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6735 +[2025-03-27 15:55:01,646 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9849 +[2025-03-27 15:55:01,669 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2584 +[2025-03-27 15:55:01,705 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8421 +[2025-03-27 15:55:01,740 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5965 +[2025-03-27 15:55:01,767 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7215 +[2025-03-27 15:55:01,793 INFO hook.py line 746 8122] Test: [69/78] Loss 0.8042 +[2025-03-27 15:55:01,844 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7046 +[2025-03-27 15:55:01,882 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0130 +[2025-03-27 15:55:01,928 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1639 +[2025-03-27 15:55:01,972 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3558 +[2025-03-27 15:55:02,008 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2791 +[2025-03-27 15:55:02,053 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2910 +[2025-03-27 15:55:02,078 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5054 +[2025-03-27 15:55:02,128 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3705 +[2025-03-27 15:55:02,152 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3977 +[2025-03-27 15:55:03,207 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:55:03,207 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:55:03,207 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:55:03,207 INFO hook.py line 689 8122] wall : 0.5939 0.9241 +[2025-03-27 15:55:03,207 INFO hook.py line 689 8122] floor : 0.7625 0.9513 +[2025-03-27 15:55:03,207 INFO hook.py line 689 8122] cabinet : 0.0815 0.0960 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] bed : 0.1391 0.1764 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] chair : 0.5001 0.6938 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] sofa : 0.1609 0.1965 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] table : 0.2957 0.4404 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] door : 0.1077 0.1240 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] window : 0.2134 0.2666 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] bookshelf : 0.0633 0.0682 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] picture : 0.2036 0.3446 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] counter : 0.0151 0.0162 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] desk : 0.0170 0.0186 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] curtain : 0.1159 0.1286 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] refridgerator : 0.0001 0.0001 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] shower curtain : 0.0075 0.0076 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] toilet : 0.2765 0.3956 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] sink : 0.3014 0.4134 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] bathtub : 0.0432 0.0477 +[2025-03-27 15:55:03,208 INFO hook.py line 689 8122] otherfurniture : 0.1219 0.1473 +[2025-03-27 15:55:03,208 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:55:03,208 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2010/0.2729/0.6568. +[2025-03-27 15:55:03,208 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:55:03,233 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2010 +[2025-03-27 15:55:03,233 INFO misc.py line 164 8122] Currently Best mIoU: 0.2010 +[2025-03-27 15:55:03,233 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:55:18,873 INFO hook.py line 566 8122] Train: [18/100][50/300] Data 0.006 (0.017) Batch 0.188 (0.218) Remain 01:30:24 loss: 1.9402 Lr: 4.80028e-03 +[2025-03-27 15:55:29,862 INFO hook.py line 566 8122] Train: [18/100][100/300] Data 0.002 (0.030) Batch 0.275 (0.219) Remain 01:30:32 loss: 1.9919 Lr: 4.79484e-03 +[2025-03-27 15:55:41,298 INFO hook.py line 566 8122] Train: [18/100][150/300] Data 0.002 (0.049) Batch 0.132 (0.222) Remain 01:31:42 loss: 1.8540 Lr: 4.78934e-03 +[2025-03-27 15:55:52,350 INFO hook.py line 566 8122] Train: [18/100][200/300] Data 0.002 (0.047) Batch 0.228 (0.222) Remain 01:31:23 loss: 2.1381 Lr: 4.78377e-03 +[2025-03-27 15:56:03,147 INFO hook.py line 566 8122] Train: [18/100][250/300] Data 0.001 (0.050) Batch 0.118 (0.221) Remain 01:30:42 loss: 2.1968 Lr: 4.77813e-03 +[2025-03-27 15:56:11,036 INFO hook.py line 566 8122] Train: [18/100][300/300] Data 0.000 (0.044) Batch 0.072 (0.210) Remain 01:26:10 loss: 1.8949 Lr: 4.77242e-03 +[2025-03-27 15:56:11,036 INFO misc.py line 135 8122] Train result: loss: 2.0991 +[2025-03-27 15:56:11,067 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:56:24,202 INFO hook.py line 746 8122] Test: [1/78] Loss 2.0142 +[2025-03-27 15:56:24,331 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6005 +[2025-03-27 15:56:24,377 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6851 +[2025-03-27 15:56:24,418 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2468 +[2025-03-27 15:56:24,449 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7517 +[2025-03-27 15:56:24,496 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8166 +[2025-03-27 15:56:24,545 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6610 +[2025-03-27 15:56:24,578 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0945 +[2025-03-27 15:56:24,619 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4441 +[2025-03-27 15:56:24,649 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4176 +[2025-03-27 15:56:24,694 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6795 +[2025-03-27 15:56:24,726 INFO hook.py line 746 8122] Test: [12/78] Loss 1.5020 +[2025-03-27 15:56:24,769 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5969 +[2025-03-27 15:56:24,805 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1201 +[2025-03-27 15:56:24,839 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1265 +[2025-03-27 15:56:24,881 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1665 +[2025-03-27 15:56:24,917 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4300 +[2025-03-27 15:56:24,949 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9149 +[2025-03-27 15:56:24,991 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5946 +[2025-03-27 15:56:25,022 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4803 +[2025-03-27 15:56:25,064 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0254 +[2025-03-27 15:56:25,100 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0141 +[2025-03-27 15:56:25,124 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8634 +[2025-03-27 15:56:25,163 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6391 +[2025-03-27 15:56:25,198 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0457 +[2025-03-27 15:56:25,234 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5249 +[2025-03-27 15:56:25,280 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0352 +[2025-03-27 15:56:25,311 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3070 +[2025-03-27 15:56:25,341 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1212 +[2025-03-27 15:56:25,395 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6059 +[2025-03-27 15:56:25,449 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5485 +[2025-03-27 15:56:25,484 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2446 +[2025-03-27 15:56:25,532 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1813 +[2025-03-27 15:56:25,565 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7658 +[2025-03-27 15:56:25,605 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2479 +[2025-03-27 15:56:25,645 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7036 +[2025-03-27 15:56:25,684 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5984 +[2025-03-27 15:56:25,713 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2574 +[2025-03-27 15:56:25,768 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0479 +[2025-03-27 15:56:25,810 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1206 +[2025-03-27 15:56:25,849 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6469 +[2025-03-27 15:56:25,874 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3408 +[2025-03-27 15:56:25,907 INFO hook.py line 746 8122] Test: [43/78] Loss 1.9739 +[2025-03-27 15:56:25,965 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3861 +[2025-03-27 15:56:26,000 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2145 +[2025-03-27 15:56:26,044 INFO hook.py line 746 8122] Test: [46/78] Loss 1.9515 +[2025-03-27 15:56:26,084 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9094 +[2025-03-27 15:56:26,113 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9056 +[2025-03-27 15:56:26,141 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3745 +[2025-03-27 15:56:26,169 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7274 +[2025-03-27 15:56:26,193 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1963 +[2025-03-27 15:56:26,223 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9628 +[2025-03-27 15:56:26,244 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2346 +[2025-03-27 15:56:26,274 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2921 +[2025-03-27 15:56:26,307 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9419 +[2025-03-27 15:56:26,342 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1951 +[2025-03-27 15:56:26,371 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8343 +[2025-03-27 15:56:26,394 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8473 +[2025-03-27 15:56:26,429 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4675 +[2025-03-27 15:56:26,457 INFO hook.py line 746 8122] Test: [60/78] Loss 1.6067 +[2025-03-27 15:56:26,477 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5571 +[2025-03-27 15:56:26,506 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6773 +[2025-03-27 15:56:26,539 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6774 +[2025-03-27 15:56:26,589 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9788 +[2025-03-27 15:56:26,613 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2744 +[2025-03-27 15:56:26,650 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8624 +[2025-03-27 15:56:26,684 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5818 +[2025-03-27 15:56:26,712 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7160 +[2025-03-27 15:56:26,738 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7842 +[2025-03-27 15:56:26,790 INFO hook.py line 746 8122] Test: [70/78] Loss 1.7083 +[2025-03-27 15:56:26,827 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9887 +[2025-03-27 15:56:26,873 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1427 +[2025-03-27 15:56:26,918 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3396 +[2025-03-27 15:56:26,954 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2816 +[2025-03-27 15:56:27,000 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2588 +[2025-03-27 15:56:27,024 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4967 +[2025-03-27 15:56:27,075 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3640 +[2025-03-27 15:56:27,098 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3646 +[2025-03-27 15:56:28,287 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:56:28,287 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:56:28,287 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:56:28,287 INFO hook.py line 689 8122] wall : 0.5978 0.9180 +[2025-03-27 15:56:28,287 INFO hook.py line 689 8122] floor : 0.7597 0.9550 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] cabinet : 0.0742 0.0850 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] bed : 0.1355 0.1688 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] chair : 0.4973 0.6959 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] sofa : 0.1668 0.2080 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] table : 0.2942 0.4581 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] door : 0.1178 0.1380 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] window : 0.2134 0.2647 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] bookshelf : 0.0705 0.0769 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] picture : 0.2044 0.3752 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] counter : 0.0135 0.0143 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] desk : 0.0079 0.0082 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] curtain : 0.1271 0.1429 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] refridgerator : 0.0001 0.0001 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] shower curtain : 0.0123 0.0126 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] toilet : 0.2873 0.4236 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] sink : 0.3013 0.4075 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] bathtub : 0.0483 0.0538 +[2025-03-27 15:56:28,288 INFO hook.py line 689 8122] otherfurniture : 0.1194 0.1423 +[2025-03-27 15:56:28,288 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:56:28,288 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2024/0.2774/0.6575. +[2025-03-27 15:56:28,289 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:56:28,313 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2024 +[2025-03-27 15:56:28,313 INFO misc.py line 164 8122] Currently Best mIoU: 0.2024 +[2025-03-27 15:56:28,314 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:56:43,524 INFO hook.py line 566 8122] Train: [19/100][50/300] Data 0.002 (0.017) Batch 0.219 (0.218) Remain 01:29:08 loss: 2.0932 Lr: 4.76665e-03 +[2025-03-27 15:56:54,842 INFO hook.py line 566 8122] Train: [19/100][100/300] Data 0.005 (0.010) Batch 0.158 (0.222) Remain 01:30:45 loss: 2.1624 Lr: 4.76080e-03 +[2025-03-27 15:57:06,142 INFO hook.py line 566 8122] Train: [19/100][150/300] Data 0.002 (0.008) Batch 0.124 (0.224) Remain 01:31:05 loss: 2.0214 Lr: 4.75488e-03 +[2025-03-27 15:57:17,013 INFO hook.py line 566 8122] Train: [19/100][200/300] Data 0.002 (0.007) Batch 0.134 (0.222) Remain 01:30:16 loss: 2.0616 Lr: 4.74890e-03 +[2025-03-27 15:57:27,984 INFO hook.py line 566 8122] Train: [19/100][250/300] Data 0.002 (0.006) Batch 0.193 (0.221) Remain 01:29:52 loss: 2.0024 Lr: 4.74285e-03 +[2025-03-27 15:57:35,870 INFO hook.py line 566 8122] Train: [19/100][300/300] Data 0.000 (0.005) Batch 0.170 (0.211) Remain 01:25:20 loss: 2.2972 Lr: 4.73673e-03 +[2025-03-27 15:57:35,870 INFO misc.py line 135 8122] Train result: loss: 2.1069 +[2025-03-27 15:57:35,909 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:57:49,342 INFO hook.py line 746 8122] Test: [1/78] Loss 2.0074 +[2025-03-27 15:57:49,381 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5973 +[2025-03-27 15:57:49,417 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7094 +[2025-03-27 15:57:49,589 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2389 +[2025-03-27 15:57:49,625 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7454 +[2025-03-27 15:57:50,091 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8352 +[2025-03-27 15:57:50,137 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6621 +[2025-03-27 15:57:50,161 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0946 +[2025-03-27 15:57:50,201 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4181 +[2025-03-27 15:57:50,234 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3994 +[2025-03-27 15:57:50,276 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6753 +[2025-03-27 15:57:50,309 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4686 +[2025-03-27 15:57:50,352 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5696 +[2025-03-27 15:57:50,387 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1332 +[2025-03-27 15:57:50,420 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1499 +[2025-03-27 15:57:50,461 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1313 +[2025-03-27 15:57:50,499 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4169 +[2025-03-27 15:57:50,530 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9368 +[2025-03-27 15:57:50,571 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5952 +[2025-03-27 15:57:50,603 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4527 +[2025-03-27 15:57:50,637 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0009 +[2025-03-27 15:57:50,675 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0083 +[2025-03-27 15:57:50,702 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8749 +[2025-03-27 15:57:50,742 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6506 +[2025-03-27 15:57:50,778 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0359 +[2025-03-27 15:57:50,816 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5226 +[2025-03-27 15:57:50,863 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0374 +[2025-03-27 15:57:50,901 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3146 +[2025-03-27 15:57:50,930 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0947 +[2025-03-27 15:57:50,980 INFO hook.py line 746 8122] Test: [30/78] Loss 1.6098 +[2025-03-27 15:57:51,035 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5134 +[2025-03-27 15:57:51,070 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2434 +[2025-03-27 15:57:51,117 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1770 +[2025-03-27 15:57:51,151 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7664 +[2025-03-27 15:57:51,184 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2472 +[2025-03-27 15:57:51,219 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6926 +[2025-03-27 15:57:51,252 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5978 +[2025-03-27 15:57:51,282 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2247 +[2025-03-27 15:57:51,339 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0636 +[2025-03-27 15:57:51,384 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1128 +[2025-03-27 15:57:51,423 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6245 +[2025-03-27 15:57:51,448 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3637 +[2025-03-27 15:57:51,479 INFO hook.py line 746 8122] Test: [43/78] Loss 1.9652 +[2025-03-27 15:57:51,531 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3859 +[2025-03-27 15:57:51,560 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2096 +[2025-03-27 15:57:51,601 INFO hook.py line 746 8122] Test: [46/78] Loss 1.9341 +[2025-03-27 15:57:51,636 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9106 +[2025-03-27 15:57:51,665 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9178 +[2025-03-27 15:57:51,692 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3979 +[2025-03-27 15:57:51,719 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7382 +[2025-03-27 15:57:51,744 INFO hook.py line 746 8122] Test: [51/78] Loss 2.2104 +[2025-03-27 15:57:51,774 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9689 +[2025-03-27 15:57:51,798 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2292 +[2025-03-27 15:57:51,829 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3140 +[2025-03-27 15:57:51,861 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9066 +[2025-03-27 15:57:51,897 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1826 +[2025-03-27 15:57:51,925 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8435 +[2025-03-27 15:57:51,947 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8509 +[2025-03-27 15:57:51,983 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4578 +[2025-03-27 15:57:52,012 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5947 +[2025-03-27 15:57:52,032 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5682 +[2025-03-27 15:57:52,061 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6730 +[2025-03-27 15:57:52,093 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6785 +[2025-03-27 15:57:52,144 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9821 +[2025-03-27 15:57:52,169 INFO hook.py line 746 8122] Test: [65/78] Loss 2.3030 +[2025-03-27 15:57:52,205 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8726 +[2025-03-27 15:57:52,240 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5917 +[2025-03-27 15:57:52,269 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7311 +[2025-03-27 15:57:52,295 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7542 +[2025-03-27 15:57:52,346 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6652 +[2025-03-27 15:57:52,384 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9983 +[2025-03-27 15:57:52,430 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1317 +[2025-03-27 15:57:52,475 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3367 +[2025-03-27 15:57:52,511 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2991 +[2025-03-27 15:57:52,557 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2223 +[2025-03-27 15:57:52,582 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5022 +[2025-03-27 15:57:52,633 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3443 +[2025-03-27 15:57:52,656 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3346 +[2025-03-27 15:57:53,929 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:57:53,929 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:57:53,929 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:57:53,929 INFO hook.py line 689 8122] wall : 0.5966 0.9202 +[2025-03-27 15:57:53,929 INFO hook.py line 689 8122] floor : 0.7608 0.9553 +[2025-03-27 15:57:53,929 INFO hook.py line 689 8122] cabinet : 0.0768 0.0888 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] bed : 0.1313 0.1584 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] chair : 0.4976 0.7127 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] sofa : 0.1507 0.1794 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] table : 0.2939 0.4710 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] door : 0.1053 0.1197 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] window : 0.2061 0.2507 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] bookshelf : 0.0642 0.0691 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] picture : 0.2057 0.3660 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] counter : 0.0168 0.0184 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] desk : 0.0053 0.0055 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] curtain : 0.1088 0.1193 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 15:57:53,930 INFO hook.py line 689 8122] shower curtain : 0.0197 0.0203 +[2025-03-27 15:57:53,931 INFO hook.py line 689 8122] toilet : 0.2919 0.4137 +[2025-03-27 15:57:53,931 INFO hook.py line 689 8122] sink : 0.3043 0.4154 +[2025-03-27 15:57:53,931 INFO hook.py line 689 8122] bathtub : 0.0492 0.0547 +[2025-03-27 15:57:53,931 INFO hook.py line 689 8122] otherfurniture : 0.1169 0.1381 +[2025-03-27 15:57:53,931 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:57:53,931 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2001/0.2738/0.6573. +[2025-03-27 15:57:53,932 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:57:53,955 INFO misc.py line 164 8122] Currently Best mIoU: 0.2024 +[2025-03-27 15:57:53,956 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:58:10,390 INFO hook.py line 566 8122] Train: [20/100][50/300] Data 0.009 (0.093) Batch 0.169 (0.232) Remain 01:33:42 loss: 2.0455 Lr: 4.73054e-03 +[2025-03-27 15:58:21,400 INFO hook.py line 566 8122] Train: [20/100][100/300] Data 0.007 (0.066) Batch 0.160 (0.226) Remain 01:31:05 loss: 2.2010 Lr: 4.72428e-03 +[2025-03-27 15:58:32,288 INFO hook.py line 566 8122] Train: [20/100][150/300] Data 0.006 (0.053) Batch 0.268 (0.223) Remain 01:29:47 loss: 2.0758 Lr: 4.71796e-03 +[2025-03-27 15:58:43,690 INFO hook.py line 566 8122] Train: [20/100][200/300] Data 0.007 (0.054) Batch 0.236 (0.224) Remain 01:30:06 loss: 2.2165 Lr: 4.71157e-03 +[2025-03-27 15:58:55,385 INFO hook.py line 566 8122] Train: [20/100][250/300] Data 0.002 (0.044) Batch 0.162 (0.226) Remain 01:30:42 loss: 1.9805 Lr: 4.70511e-03 +[2025-03-27 15:59:02,930 INFO hook.py line 566 8122] Train: [20/100][300/300] Data 0.001 (0.037) Batch 0.075 (0.214) Remain 01:25:26 loss: 2.1989 Lr: 4.69858e-03 +[2025-03-27 15:59:02,930 INFO misc.py line 135 8122] Train result: loss: 2.1039 +[2025-03-27 15:59:02,960 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 15:59:16,648 INFO hook.py line 746 8122] Test: [1/78] Loss 1.9760 +[2025-03-27 15:59:16,691 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6039 +[2025-03-27 15:59:16,732 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6818 +[2025-03-27 15:59:16,788 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2350 +[2025-03-27 15:59:16,847 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7599 +[2025-03-27 15:59:17,300 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8098 +[2025-03-27 15:59:17,359 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6558 +[2025-03-27 15:59:17,404 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0929 +[2025-03-27 15:59:17,446 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4384 +[2025-03-27 15:59:17,479 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4436 +[2025-03-27 15:59:17,520 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6817 +[2025-03-27 15:59:17,550 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4821 +[2025-03-27 15:59:17,600 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6295 +[2025-03-27 15:59:17,644 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1266 +[2025-03-27 15:59:17,685 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1293 +[2025-03-27 15:59:17,731 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1679 +[2025-03-27 15:59:17,923 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4188 +[2025-03-27 15:59:18,026 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8999 +[2025-03-27 15:59:18,119 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5861 +[2025-03-27 15:59:18,169 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4920 +[2025-03-27 15:59:18,202 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0131 +[2025-03-27 15:59:18,238 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0129 +[2025-03-27 15:59:18,265 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8587 +[2025-03-27 15:59:18,309 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6211 +[2025-03-27 15:59:18,345 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0426 +[2025-03-27 15:59:18,389 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5093 +[2025-03-27 15:59:18,567 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0373 +[2025-03-27 15:59:18,626 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3136 +[2025-03-27 15:59:18,734 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1086 +[2025-03-27 15:59:18,831 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5994 +[2025-03-27 15:59:18,885 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5388 +[2025-03-27 15:59:18,916 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2509 +[2025-03-27 15:59:18,963 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1606 +[2025-03-27 15:59:18,996 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7748 +[2025-03-27 15:59:19,029 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2298 +[2025-03-27 15:59:19,067 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6714 +[2025-03-27 15:59:19,100 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5936 +[2025-03-27 15:59:19,127 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2509 +[2025-03-27 15:59:19,184 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0633 +[2025-03-27 15:59:19,226 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1133 +[2025-03-27 15:59:19,266 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6363 +[2025-03-27 15:59:19,300 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3419 +[2025-03-27 15:59:19,336 INFO hook.py line 746 8122] Test: [43/78] Loss 1.9281 +[2025-03-27 15:59:19,387 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3841 +[2025-03-27 15:59:19,415 INFO hook.py line 746 8122] Test: [45/78] Loss 2.2164 +[2025-03-27 15:59:19,458 INFO hook.py line 746 8122] Test: [46/78] Loss 1.9193 +[2025-03-27 15:59:19,493 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9467 +[2025-03-27 15:59:19,522 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8980 +[2025-03-27 15:59:19,550 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3763 +[2025-03-27 15:59:19,577 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7256 +[2025-03-27 15:59:19,601 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1778 +[2025-03-27 15:59:19,631 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9552 +[2025-03-27 15:59:19,652 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2089 +[2025-03-27 15:59:19,682 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2859 +[2025-03-27 15:59:19,714 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9188 +[2025-03-27 15:59:19,750 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1662 +[2025-03-27 15:59:19,778 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8293 +[2025-03-27 15:59:19,800 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8415 +[2025-03-27 15:59:19,835 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4629 +[2025-03-27 15:59:19,865 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5898 +[2025-03-27 15:59:19,886 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5659 +[2025-03-27 15:59:19,915 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6556 +[2025-03-27 15:59:19,948 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6746 +[2025-03-27 15:59:19,998 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9741 +[2025-03-27 15:59:20,023 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2493 +[2025-03-27 15:59:20,059 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8583 +[2025-03-27 15:59:20,094 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5792 +[2025-03-27 15:59:20,123 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7171 +[2025-03-27 15:59:20,148 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7677 +[2025-03-27 15:59:20,200 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6995 +[2025-03-27 15:59:20,240 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9914 +[2025-03-27 15:59:20,287 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1421 +[2025-03-27 15:59:20,332 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3176 +[2025-03-27 15:59:20,369 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2705 +[2025-03-27 15:59:20,415 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2523 +[2025-03-27 15:59:20,440 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5004 +[2025-03-27 15:59:20,491 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3471 +[2025-03-27 15:59:20,516 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3616 +[2025-03-27 15:59:21,665 INFO hook.py line 674 8122] ######################################## +[2025-03-27 15:59:21,665 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 15:59:21,665 INFO hook.py line 680 8122] ######################################## +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] wall : 0.5921 0.9255 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] floor : 0.7657 0.9522 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] cabinet : 0.0629 0.0696 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] bed : 0.1419 0.1826 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] chair : 0.5005 0.6959 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] sofa : 0.1646 0.2022 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] table : 0.2971 0.4643 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] door : 0.1000 0.1129 +[2025-03-27 15:59:21,665 INFO hook.py line 689 8122] window : 0.2126 0.2628 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] bookshelf : 0.0700 0.0762 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] picture : 0.2053 0.3648 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] counter : 0.0144 0.0154 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] desk : 0.0118 0.0126 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] curtain : 0.1206 0.1333 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] shower curtain : 0.0372 0.0394 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] toilet : 0.3007 0.4316 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] sink : 0.3071 0.4262 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] bathtub : 0.0560 0.0628 +[2025-03-27 15:59:21,666 INFO hook.py line 689 8122] otherfurniture : 0.1148 0.1341 +[2025-03-27 15:59:21,666 INFO hook.py line 690 8122] ######################################## +[2025-03-27 15:59:21,666 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2038/0.2782/0.6574. +[2025-03-27 15:59:21,666 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 15:59:21,690 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2038 +[2025-03-27 15:59:21,691 INFO misc.py line 164 8122] Currently Best mIoU: 0.2038 +[2025-03-27 15:59:21,691 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 15:59:37,705 INFO hook.py line 566 8122] Train: [21/100][50/300] Data 0.003 (0.006) Batch 0.167 (0.210) Remain 01:23:52 loss: 2.0499 Lr: 4.69199e-03 +[2025-03-27 15:59:50,237 INFO hook.py line 566 8122] Train: [21/100][100/300] Data 0.002 (0.005) Batch 0.197 (0.231) Remain 01:32:01 loss: 2.2017 Lr: 4.68547e-03 +[2025-03-27 16:00:00,599 INFO hook.py line 566 8122] Train: [21/100][150/300] Data 0.009 (0.005) Batch 0.150 (0.223) Remain 01:28:36 loss: 1.9760 Lr: 4.67874e-03 +[2025-03-27 16:00:13,285 INFO hook.py line 566 8122] Train: [21/100][200/300] Data 0.003 (0.006) Batch 0.141 (0.231) Remain 01:31:31 loss: 1.9132 Lr: 4.67195e-03 +[2025-03-27 16:00:25,531 INFO hook.py line 566 8122] Train: [21/100][250/300] Data 1.272 (0.011) Batch 1.409 (0.234) Remain 01:32:28 loss: 2.0986 Lr: 4.66510e-03 +[2025-03-27 16:00:32,734 INFO hook.py line 566 8122] Train: [21/100][300/300] Data 0.001 (0.016) Batch 0.069 (0.219) Remain 01:26:19 loss: 2.0861 Lr: 4.65818e-03 +[2025-03-27 16:00:32,735 INFO misc.py line 135 8122] Train result: loss: 2.0981 +[2025-03-27 16:00:32,777 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:00:46,398 INFO hook.py line 746 8122] Test: [1/78] Loss 1.9650 +[2025-03-27 16:00:46,447 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5829 +[2025-03-27 16:00:47,533 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6927 +[2025-03-27 16:00:47,592 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2339 +[2025-03-27 16:00:47,627 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7378 +[2025-03-27 16:00:47,680 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8280 +[2025-03-27 16:00:47,726 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6627 +[2025-03-27 16:00:47,751 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0875 +[2025-03-27 16:00:47,801 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4228 +[2025-03-27 16:00:47,836 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4031 +[2025-03-27 16:00:47,878 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6794 +[2025-03-27 16:00:47,918 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4674 +[2025-03-27 16:00:47,962 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5628 +[2025-03-27 16:00:47,999 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1362 +[2025-03-27 16:00:48,034 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1517 +[2025-03-27 16:00:48,077 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1336 +[2025-03-27 16:00:48,113 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4066 +[2025-03-27 16:00:48,144 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9255 +[2025-03-27 16:00:48,184 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5957 +[2025-03-27 16:00:48,216 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4487 +[2025-03-27 16:00:48,249 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0021 +[2025-03-27 16:00:48,284 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9952 +[2025-03-27 16:00:48,312 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8709 +[2025-03-27 16:00:48,354 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6481 +[2025-03-27 16:00:48,396 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0228 +[2025-03-27 16:00:48,433 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5135 +[2025-03-27 16:00:48,487 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0156 +[2025-03-27 16:00:48,520 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3224 +[2025-03-27 16:00:48,546 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0947 +[2025-03-27 16:00:48,598 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5888 +[2025-03-27 16:00:48,653 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5140 +[2025-03-27 16:00:48,686 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2674 +[2025-03-27 16:00:48,733 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1573 +[2025-03-27 16:00:48,772 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7599 +[2025-03-27 16:00:48,815 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2261 +[2025-03-27 16:00:48,857 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6943 +[2025-03-27 16:00:48,891 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5773 +[2025-03-27 16:00:48,918 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2171 +[2025-03-27 16:00:48,975 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0457 +[2025-03-27 16:00:49,020 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1162 +[2025-03-27 16:00:49,065 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6286 +[2025-03-27 16:00:49,102 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3231 +[2025-03-27 16:00:49,140 INFO hook.py line 746 8122] Test: [43/78] Loss 1.9193 +[2025-03-27 16:00:49,192 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3777 +[2025-03-27 16:00:49,222 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1984 +[2025-03-27 16:00:49,268 INFO hook.py line 746 8122] Test: [46/78] Loss 1.9071 +[2025-03-27 16:00:49,303 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9092 +[2025-03-27 16:00:49,331 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9215 +[2025-03-27 16:00:49,360 INFO hook.py line 746 8122] Test: [49/78] Loss 2.4115 +[2025-03-27 16:00:49,388 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7410 +[2025-03-27 16:00:49,413 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1739 +[2025-03-27 16:00:49,443 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9714 +[2025-03-27 16:00:49,465 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2086 +[2025-03-27 16:00:49,495 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2951 +[2025-03-27 16:00:49,528 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9086 +[2025-03-27 16:00:49,564 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1648 +[2025-03-27 16:00:49,592 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8342 +[2025-03-27 16:00:49,616 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8441 +[2025-03-27 16:00:49,651 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4560 +[2025-03-27 16:00:49,680 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5768 +[2025-03-27 16:00:49,701 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5912 +[2025-03-27 16:00:49,731 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6532 +[2025-03-27 16:00:49,763 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6868 +[2025-03-27 16:00:49,813 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9810 +[2025-03-27 16:00:49,837 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2787 +[2025-03-27 16:00:49,874 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8598 +[2025-03-27 16:00:49,910 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5886 +[2025-03-27 16:00:49,939 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7275 +[2025-03-27 16:00:49,965 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7519 +[2025-03-27 16:00:50,017 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6681 +[2025-03-27 16:00:50,055 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9997 +[2025-03-27 16:00:50,102 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1336 +[2025-03-27 16:00:50,147 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3129 +[2025-03-27 16:00:50,184 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2883 +[2025-03-27 16:00:50,230 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2260 +[2025-03-27 16:00:50,254 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4960 +[2025-03-27 16:00:50,306 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3424 +[2025-03-27 16:00:50,330 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3289 +[2025-03-27 16:00:51,444 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:00:51,444 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:00:51,444 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] wall : 0.5984 0.9199 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] floor : 0.7637 0.9545 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] cabinet : 0.0752 0.0865 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] bed : 0.1309 0.1575 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] chair : 0.4988 0.7090 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] sofa : 0.1647 0.2031 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] table : 0.2943 0.4721 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] door : 0.1084 0.1237 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] window : 0.2095 0.2566 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] bookshelf : 0.0598 0.0638 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] picture : 0.2083 0.3584 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] counter : 0.0150 0.0160 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] desk : 0.0053 0.0055 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] curtain : 0.1233 0.1368 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] shower curtain : 0.0411 0.0435 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] toilet : 0.3089 0.4390 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] sink : 0.3104 0.4255 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] bathtub : 0.0657 0.0750 +[2025-03-27 16:00:51,445 INFO hook.py line 689 8122] otherfurniture : 0.1245 0.1530 +[2025-03-27 16:00:51,445 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:00:51,445 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2053/0.2800/0.6585. +[2025-03-27 16:00:51,445 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:00:51,466 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2053 +[2025-03-27 16:00:51,466 INFO misc.py line 164 8122] Currently Best mIoU: 0.2053 +[2025-03-27 16:00:51,466 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:01:08,300 INFO hook.py line 566 8122] Train: [22/100][50/300] Data 0.003 (0.095) Batch 0.118 (0.238) Remain 01:33:48 loss: 1.9893 Lr: 4.65119e-03 +[2025-03-27 16:01:20,695 INFO hook.py line 566 8122] Train: [22/100][100/300] Data 1.403 (0.074) Batch 1.500 (0.243) Remain 01:35:36 loss: 2.1867 Lr: 4.64414e-03 +[2025-03-27 16:01:30,980 INFO hook.py line 566 8122] Train: [22/100][150/300] Data 0.002 (0.051) Batch 0.194 (0.230) Remain 01:30:25 loss: 1.9876 Lr: 4.63702e-03 +[2025-03-27 16:01:42,985 INFO hook.py line 566 8122] Train: [22/100][200/300] Data 0.007 (0.041) Batch 0.197 (0.233) Remain 01:31:11 loss: 1.8715 Lr: 4.62984e-03 +[2025-03-27 16:01:54,108 INFO hook.py line 566 8122] Train: [22/100][250/300] Data 0.003 (0.034) Batch 0.192 (0.231) Remain 01:30:10 loss: 1.9770 Lr: 4.62259e-03 +[2025-03-27 16:02:02,139 INFO hook.py line 566 8122] Train: [22/100][300/300] Data 0.000 (0.029) Batch 0.080 (0.219) Remain 01:25:23 loss: 2.1071 Lr: 4.61528e-03 +[2025-03-27 16:02:02,140 INFO misc.py line 135 8122] Train result: loss: 2.1081 +[2025-03-27 16:02:02,172 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:02:15,058 INFO hook.py line 746 8122] Test: [1/78] Loss 1.9508 +[2025-03-27 16:02:15,684 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5876 +[2025-03-27 16:02:15,723 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6905 +[2025-03-27 16:02:15,772 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2437 +[2025-03-27 16:02:15,808 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7347 +[2025-03-27 16:02:15,868 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8220 +[2025-03-27 16:02:16,031 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6587 +[2025-03-27 16:02:16,059 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0913 +[2025-03-27 16:02:16,099 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4217 +[2025-03-27 16:02:16,129 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3716 +[2025-03-27 16:02:16,213 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6608 +[2025-03-27 16:02:16,256 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4721 +[2025-03-27 16:02:16,300 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5492 +[2025-03-27 16:02:16,336 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1045 +[2025-03-27 16:02:16,435 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1344 +[2025-03-27 16:02:16,476 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1410 +[2025-03-27 16:02:16,513 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4140 +[2025-03-27 16:02:16,544 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9113 +[2025-03-27 16:02:16,584 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5916 +[2025-03-27 16:02:16,615 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4592 +[2025-03-27 16:02:16,647 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0105 +[2025-03-27 16:02:16,683 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0110 +[2025-03-27 16:02:16,710 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8576 +[2025-03-27 16:02:16,750 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6439 +[2025-03-27 16:02:16,787 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0237 +[2025-03-27 16:02:16,825 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5144 +[2025-03-27 16:02:16,872 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0292 +[2025-03-27 16:02:16,902 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2905 +[2025-03-27 16:02:16,928 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1030 +[2025-03-27 16:02:16,978 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5809 +[2025-03-27 16:02:17,034 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5208 +[2025-03-27 16:02:17,072 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2182 +[2025-03-27 16:02:17,119 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1640 +[2025-03-27 16:02:17,154 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7591 +[2025-03-27 16:02:17,188 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2331 +[2025-03-27 16:02:17,221 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7040 +[2025-03-27 16:02:17,255 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5773 +[2025-03-27 16:02:17,285 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2261 +[2025-03-27 16:02:17,342 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0590 +[2025-03-27 16:02:17,385 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1161 +[2025-03-27 16:02:17,430 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6267 +[2025-03-27 16:02:17,459 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3594 +[2025-03-27 16:02:17,491 INFO hook.py line 746 8122] Test: [43/78] Loss 1.9075 +[2025-03-27 16:02:17,543 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3887 +[2025-03-27 16:02:17,574 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1937 +[2025-03-27 16:02:17,621 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8899 +[2025-03-27 16:02:17,655 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9034 +[2025-03-27 16:02:17,684 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9101 +[2025-03-27 16:02:17,714 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3682 +[2025-03-27 16:02:17,742 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7321 +[2025-03-27 16:02:17,768 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1663 +[2025-03-27 16:02:17,798 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9639 +[2025-03-27 16:02:17,821 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2201 +[2025-03-27 16:02:17,852 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2879 +[2025-03-27 16:02:17,886 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9141 +[2025-03-27 16:02:17,922 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1758 +[2025-03-27 16:02:17,951 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8397 +[2025-03-27 16:02:17,975 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8391 +[2025-03-27 16:02:18,010 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4647 +[2025-03-27 16:02:18,038 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5841 +[2025-03-27 16:02:18,059 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5485 +[2025-03-27 16:02:18,088 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6561 +[2025-03-27 16:02:18,120 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6752 +[2025-03-27 16:02:18,171 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9819 +[2025-03-27 16:02:18,194 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2463 +[2025-03-27 16:02:18,231 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8655 +[2025-03-27 16:02:18,266 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5791 +[2025-03-27 16:02:18,295 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7213 +[2025-03-27 16:02:18,322 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7585 +[2025-03-27 16:02:18,374 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6646 +[2025-03-27 16:02:18,412 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9811 +[2025-03-27 16:02:18,459 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1425 +[2025-03-27 16:02:18,503 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3148 +[2025-03-27 16:02:18,542 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2818 +[2025-03-27 16:02:18,587 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2212 +[2025-03-27 16:02:18,612 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4922 +[2025-03-27 16:02:18,663 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3454 +[2025-03-27 16:02:18,687 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3414 +[2025-03-27 16:02:19,753 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:02:19,753 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:02:19,753 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:02:19,753 INFO hook.py line 689 8122] wall : 0.5996 0.9180 +[2025-03-27 16:02:19,753 INFO hook.py line 689 8122] floor : 0.7633 0.9551 +[2025-03-27 16:02:19,753 INFO hook.py line 689 8122] cabinet : 0.0820 0.0964 +[2025-03-27 16:02:19,753 INFO hook.py line 689 8122] bed : 0.1392 0.1742 +[2025-03-27 16:02:19,753 INFO hook.py line 689 8122] chair : 0.5003 0.7080 +[2025-03-27 16:02:19,753 INFO hook.py line 689 8122] sofa : 0.1561 0.1879 +[2025-03-27 16:02:19,753 INFO hook.py line 689 8122] table : 0.2965 0.4686 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] door : 0.1093 0.1247 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] window : 0.2119 0.2604 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] bookshelf : 0.0774 0.0851 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] picture : 0.2091 0.3652 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] counter : 0.0201 0.0220 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] desk : 0.0051 0.0052 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] curtain : 0.1319 0.1472 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] shower curtain : 0.0585 0.0633 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] toilet : 0.3148 0.4475 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] sink : 0.3091 0.4325 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] bathtub : 0.0711 0.0816 +[2025-03-27 16:02:19,754 INFO hook.py line 689 8122] otherfurniture : 0.1222 0.1471 +[2025-03-27 16:02:19,754 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:02:19,754 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2089/0.2845/0.6592. +[2025-03-27 16:02:19,754 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:02:19,777 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2089 +[2025-03-27 16:02:19,777 INFO misc.py line 164 8122] Currently Best mIoU: 0.2089 +[2025-03-27 16:02:19,777 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:02:36,837 INFO hook.py line 566 8122] Train: [23/100][50/300] Data 0.005 (0.018) Batch 0.159 (0.238) Remain 01:32:34 loss: 2.0691 Lr: 4.60790e-03 +[2025-03-27 16:02:49,490 INFO hook.py line 566 8122] Train: [23/100][100/300] Data 1.509 (0.032) Batch 1.623 (0.246) Remain 01:35:24 loss: 2.0825 Lr: 4.60046e-03 +[2025-03-27 16:03:00,250 INFO hook.py line 566 8122] Train: [23/100][150/300] Data 0.006 (0.032) Batch 0.188 (0.235) Remain 01:31:11 loss: 2.0237 Lr: 4.59296e-03 +[2025-03-27 16:03:10,955 INFO hook.py line 566 8122] Train: [23/100][200/300] Data 0.006 (0.025) Batch 0.256 (0.230) Remain 01:28:54 loss: 2.0672 Lr: 4.58539e-03 +[2025-03-27 16:03:22,368 INFO hook.py line 566 8122] Train: [23/100][250/300] Data 0.002 (0.021) Batch 0.256 (0.230) Remain 01:28:35 loss: 2.1636 Lr: 4.57776e-03 +[2025-03-27 16:03:30,438 INFO hook.py line 566 8122] Train: [23/100][300/300] Data 0.000 (0.018) Batch 0.069 (0.218) Remain 01:23:58 loss: 1.9354 Lr: 4.57007e-03 +[2025-03-27 16:03:30,439 INFO misc.py line 135 8122] Train result: loss: 2.0940 +[2025-03-27 16:03:30,479 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:03:44,138 INFO hook.py line 746 8122] Test: [1/78] Loss 1.9078 +[2025-03-27 16:03:44,186 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5817 +[2025-03-27 16:03:44,224 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6887 +[2025-03-27 16:03:44,283 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2445 +[2025-03-27 16:03:44,323 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7347 +[2025-03-27 16:03:44,372 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8215 +[2025-03-27 16:03:44,422 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6525 +[2025-03-27 16:03:44,458 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1067 +[2025-03-27 16:03:44,504 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4478 +[2025-03-27 16:03:44,545 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3714 +[2025-03-27 16:03:44,587 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6899 +[2025-03-27 16:03:44,617 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4834 +[2025-03-27 16:03:44,661 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5879 +[2025-03-27 16:03:44,960 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1531 +[2025-03-27 16:03:44,993 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1402 +[2025-03-27 16:03:45,038 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1724 +[2025-03-27 16:03:45,077 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4173 +[2025-03-27 16:03:45,105 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9103 +[2025-03-27 16:03:45,145 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5836 +[2025-03-27 16:03:45,179 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4895 +[2025-03-27 16:03:45,214 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0190 +[2025-03-27 16:03:45,250 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0190 +[2025-03-27 16:03:45,276 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8738 +[2025-03-27 16:03:45,315 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6369 +[2025-03-27 16:03:45,352 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0229 +[2025-03-27 16:03:45,388 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4990 +[2025-03-27 16:03:45,434 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0443 +[2025-03-27 16:03:45,464 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3221 +[2025-03-27 16:03:45,492 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1125 +[2025-03-27 16:03:45,543 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5842 +[2025-03-27 16:03:45,600 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5523 +[2025-03-27 16:03:45,632 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2609 +[2025-03-27 16:03:45,682 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1458 +[2025-03-27 16:03:45,716 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7603 +[2025-03-27 16:03:45,749 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2178 +[2025-03-27 16:03:45,786 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6880 +[2025-03-27 16:03:45,818 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5730 +[2025-03-27 16:03:45,848 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2520 +[2025-03-27 16:03:45,906 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0724 +[2025-03-27 16:03:45,950 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1217 +[2025-03-27 16:03:45,989 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6409 +[2025-03-27 16:03:46,017 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3637 +[2025-03-27 16:03:46,054 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8668 +[2025-03-27 16:03:46,106 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3867 +[2025-03-27 16:03:46,136 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1828 +[2025-03-27 16:03:46,182 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8699 +[2025-03-27 16:03:46,215 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9193 +[2025-03-27 16:03:46,244 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9181 +[2025-03-27 16:03:46,272 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3937 +[2025-03-27 16:03:46,299 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7374 +[2025-03-27 16:03:46,324 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1718 +[2025-03-27 16:03:46,354 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9568 +[2025-03-27 16:03:46,375 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1953 +[2025-03-27 16:03:46,405 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2832 +[2025-03-27 16:03:46,437 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9325 +[2025-03-27 16:03:46,473 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1569 +[2025-03-27 16:03:46,501 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8265 +[2025-03-27 16:03:46,527 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8305 +[2025-03-27 16:03:46,563 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4725 +[2025-03-27 16:03:46,592 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5877 +[2025-03-27 16:03:46,613 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5922 +[2025-03-27 16:03:46,644 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6377 +[2025-03-27 16:03:46,677 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6682 +[2025-03-27 16:03:46,727 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9802 +[2025-03-27 16:03:46,751 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2286 +[2025-03-27 16:03:46,788 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8534 +[2025-03-27 16:03:46,823 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5874 +[2025-03-27 16:03:46,851 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7288 +[2025-03-27 16:03:46,877 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7741 +[2025-03-27 16:03:46,929 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6579 +[2025-03-27 16:03:46,967 INFO hook.py line 746 8122] Test: [71/78] Loss 2.0043 +[2025-03-27 16:03:47,014 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1558 +[2025-03-27 16:03:47,058 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3005 +[2025-03-27 16:03:47,094 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2687 +[2025-03-27 16:03:47,139 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2604 +[2025-03-27 16:03:47,164 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5091 +[2025-03-27 16:03:47,215 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3489 +[2025-03-27 16:03:47,239 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3678 +[2025-03-27 16:03:48,598 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:03:48,599 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:03:48,599 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] wall : 0.5959 0.9222 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] floor : 0.7639 0.9549 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] cabinet : 0.0855 0.1021 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] bed : 0.1420 0.1808 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] chair : 0.5016 0.6898 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] sofa : 0.1632 0.1995 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] table : 0.2968 0.4555 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] door : 0.0982 0.1099 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] window : 0.2098 0.2570 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] bookshelf : 0.0706 0.0766 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] picture : 0.2090 0.3685 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] counter : 0.0246 0.0274 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] desk : 0.0088 0.0092 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] curtain : 0.1316 0.1465 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] shower curtain : 0.0800 0.0904 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] toilet : 0.3146 0.4825 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] sink : 0.3123 0.4330 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] bathtub : 0.0739 0.0856 +[2025-03-27 16:03:48,599 INFO hook.py line 689 8122] otherfurniture : 0.1229 0.1481 +[2025-03-27 16:03:48,599 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:03:48,599 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2103/0.2870/0.6584. +[2025-03-27 16:03:48,600 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:03:48,622 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2103 +[2025-03-27 16:03:48,623 INFO misc.py line 164 8122] Currently Best mIoU: 0.2103 +[2025-03-27 16:03:48,624 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:04:04,866 INFO hook.py line 566 8122] Train: [24/100][50/300] Data 0.010 (0.007) Batch 0.253 (0.225) Remain 01:26:32 loss: 2.1457 Lr: 4.56231e-03 +[2025-03-27 16:04:16,931 INFO hook.py line 566 8122] Train: [24/100][100/300] Data 0.326 (0.031) Batch 0.603 (0.234) Remain 01:29:31 loss: 2.1735 Lr: 4.55449e-03 +[2025-03-27 16:04:28,547 INFO hook.py line 566 8122] Train: [24/100][150/300] Data 0.006 (0.036) Batch 0.226 (0.233) Remain 01:29:10 loss: 2.2727 Lr: 4.54661e-03 +[2025-03-27 16:04:40,398 INFO hook.py line 566 8122] Train: [24/100][200/300] Data 0.002 (0.034) Batch 0.104 (0.234) Remain 01:29:21 loss: 1.9435 Lr: 4.53866e-03 +[2025-03-27 16:04:52,152 INFO hook.py line 566 8122] Train: [24/100][250/300] Data 0.001 (0.043) Batch 0.170 (0.234) Remain 01:29:13 loss: 2.2128 Lr: 4.53066e-03 +[2025-03-27 16:05:00,049 INFO hook.py line 566 8122] Train: [24/100][300/300] Data 0.000 (0.041) Batch 0.074 (0.221) Remain 01:24:09 loss: 1.9458 Lr: 4.52259e-03 +[2025-03-27 16:05:00,050 INFO misc.py line 135 8122] Train result: loss: 2.0920 +[2025-03-27 16:05:00,098 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:05:13,609 INFO hook.py line 746 8122] Test: [1/78] Loss 1.9066 +[2025-03-27 16:05:13,674 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5908 +[2025-03-27 16:05:13,723 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7058 +[2025-03-27 16:05:13,827 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2478 +[2025-03-27 16:05:13,856 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7497 +[2025-03-27 16:05:14,192 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8225 +[2025-03-27 16:05:14,240 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6595 +[2025-03-27 16:05:14,269 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1058 +[2025-03-27 16:05:14,310 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4388 +[2025-03-27 16:05:14,343 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3785 +[2025-03-27 16:05:14,390 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6781 +[2025-03-27 16:05:14,419 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4936 +[2025-03-27 16:05:14,463 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5631 +[2025-03-27 16:05:14,499 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1414 +[2025-03-27 16:05:14,535 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1403 +[2025-03-27 16:05:14,582 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1663 +[2025-03-27 16:05:14,627 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4249 +[2025-03-27 16:05:14,657 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9071 +[2025-03-27 16:05:14,698 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5903 +[2025-03-27 16:05:14,730 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4857 +[2025-03-27 16:05:14,762 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0169 +[2025-03-27 16:05:14,799 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0139 +[2025-03-27 16:05:14,825 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8719 +[2025-03-27 16:05:14,864 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6449 +[2025-03-27 16:05:14,903 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0395 +[2025-03-27 16:05:14,939 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5037 +[2025-03-27 16:05:14,986 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0446 +[2025-03-27 16:05:15,018 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2941 +[2025-03-27 16:05:15,046 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1147 +[2025-03-27 16:05:15,101 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5819 +[2025-03-27 16:05:15,156 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5510 +[2025-03-27 16:05:15,190 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2191 +[2025-03-27 16:05:15,237 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1578 +[2025-03-27 16:05:15,275 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7566 +[2025-03-27 16:05:15,309 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2273 +[2025-03-27 16:05:15,348 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6745 +[2025-03-27 16:05:15,380 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5731 +[2025-03-27 16:05:15,407 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2436 +[2025-03-27 16:05:15,463 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0625 +[2025-03-27 16:05:15,506 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1364 +[2025-03-27 16:05:15,545 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6438 +[2025-03-27 16:05:15,570 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3373 +[2025-03-27 16:05:15,602 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8571 +[2025-03-27 16:05:15,657 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3824 +[2025-03-27 16:05:15,693 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1774 +[2025-03-27 16:05:15,737 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8575 +[2025-03-27 16:05:15,771 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9157 +[2025-03-27 16:05:15,801 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9039 +[2025-03-27 16:05:15,829 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3617 +[2025-03-27 16:05:15,857 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7421 +[2025-03-27 16:05:15,882 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1671 +[2025-03-27 16:05:15,912 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9585 +[2025-03-27 16:05:15,934 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2048 +[2025-03-27 16:05:15,965 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3070 +[2025-03-27 16:05:15,998 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9308 +[2025-03-27 16:05:16,035 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1662 +[2025-03-27 16:05:16,063 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8197 +[2025-03-27 16:05:16,087 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8319 +[2025-03-27 16:05:16,122 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4606 +[2025-03-27 16:05:16,151 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5769 +[2025-03-27 16:05:16,171 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5475 +[2025-03-27 16:05:16,200 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6469 +[2025-03-27 16:05:16,233 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6733 +[2025-03-27 16:05:16,283 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9726 +[2025-03-27 16:05:16,307 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2488 +[2025-03-27 16:05:16,344 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8451 +[2025-03-27 16:05:16,379 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5711 +[2025-03-27 16:05:16,408 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7361 +[2025-03-27 16:05:16,434 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7686 +[2025-03-27 16:05:16,487 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6675 +[2025-03-27 16:05:16,525 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9647 +[2025-03-27 16:05:16,573 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1487 +[2025-03-27 16:05:16,617 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3040 +[2025-03-27 16:05:16,654 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2903 +[2025-03-27 16:05:16,701 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2506 +[2025-03-27 16:05:16,726 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5286 +[2025-03-27 16:05:16,777 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3498 +[2025-03-27 16:05:16,800 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3539 +[2025-03-27 16:05:18,001 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:05:18,001 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:05:18,001 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] wall : 0.5967 0.9226 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] floor : 0.7643 0.9548 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] cabinet : 0.0830 0.0982 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] bed : 0.1371 0.1689 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] chair : 0.5003 0.6924 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] sofa : 0.1719 0.2166 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] table : 0.2966 0.4622 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] door : 0.1002 0.1126 +[2025-03-27 16:05:18,002 INFO hook.py line 689 8122] window : 0.1991 0.2375 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] bookshelf : 0.0857 0.0957 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] picture : 0.2100 0.3573 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] counter : 0.0185 0.0200 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] desk : 0.0118 0.0125 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] curtain : 0.1336 0.1494 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] shower curtain : 0.0940 0.1087 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] toilet : 0.3185 0.4841 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] sink : 0.3157 0.4227 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] bathtub : 0.0878 0.1066 +[2025-03-27 16:05:18,003 INFO hook.py line 689 8122] otherfurniture : 0.1197 0.1420 +[2025-03-27 16:05:18,004 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:05:18,004 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2122/0.2883/0.6588. +[2025-03-27 16:05:18,005 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:05:18,031 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2122 +[2025-03-27 16:05:18,031 INFO misc.py line 164 8122] Currently Best mIoU: 0.2122 +[2025-03-27 16:05:18,031 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:05:34,139 INFO hook.py line 566 8122] Train: [25/100][50/300] Data 0.002 (0.019) Batch 0.155 (0.197) Remain 01:14:31 loss: 2.0926 Lr: 4.51446e-03 +[2025-03-27 16:05:45,865 INFO hook.py line 566 8122] Train: [25/100][100/300] Data 0.002 (0.012) Batch 0.256 (0.216) Remain 01:21:46 loss: 2.0961 Lr: 4.50627e-03 +[2025-03-27 16:05:57,967 INFO hook.py line 566 8122] Train: [25/100][150/300] Data 0.641 (0.023) Batch 0.775 (0.225) Remain 01:24:55 loss: 2.0736 Lr: 4.49802e-03 +[2025-03-27 16:06:08,823 INFO hook.py line 566 8122] Train: [25/100][200/300] Data 0.002 (0.022) Batch 0.238 (0.223) Remain 01:23:58 loss: 1.8823 Lr: 4.48971e-03 +[2025-03-27 16:06:20,982 INFO hook.py line 566 8122] Train: [25/100][250/300] Data 0.005 (0.022) Batch 0.226 (0.227) Remain 01:25:19 loss: 1.9717 Lr: 4.48134e-03 +[2025-03-27 16:06:28,866 INFO hook.py line 566 8122] Train: [25/100][300/300] Data 0.001 (0.024) Batch 0.071 (0.215) Remain 01:20:45 loss: 2.1060 Lr: 4.47290e-03 +[2025-03-27 16:06:28,866 INFO misc.py line 135 8122] Train result: loss: 2.0983 +[2025-03-27 16:06:28,895 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:06:42,618 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8961 +[2025-03-27 16:06:42,668 INFO hook.py line 746 8122] Test: [2/78] Loss 1.6053 +[2025-03-27 16:06:42,709 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6817 +[2025-03-27 16:06:42,851 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2403 +[2025-03-27 16:06:42,886 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7595 +[2025-03-27 16:06:42,937 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8082 +[2025-03-27 16:06:42,989 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6630 +[2025-03-27 16:06:43,016 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1011 +[2025-03-27 16:06:43,057 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4375 +[2025-03-27 16:06:43,086 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4178 +[2025-03-27 16:06:43,128 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6801 +[2025-03-27 16:06:43,157 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4809 +[2025-03-27 16:06:43,201 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6214 +[2025-03-27 16:06:43,239 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1431 +[2025-03-27 16:06:43,275 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1201 +[2025-03-27 16:06:43,317 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1645 +[2025-03-27 16:06:43,352 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4198 +[2025-03-27 16:06:43,384 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8879 +[2025-03-27 16:06:43,427 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5784 +[2025-03-27 16:06:43,460 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4972 +[2025-03-27 16:06:43,493 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0101 +[2025-03-27 16:06:43,530 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0167 +[2025-03-27 16:06:43,558 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8533 +[2025-03-27 16:06:43,597 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6293 +[2025-03-27 16:06:43,634 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0341 +[2025-03-27 16:06:43,672 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4987 +[2025-03-27 16:06:43,718 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0415 +[2025-03-27 16:06:43,748 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3026 +[2025-03-27 16:06:43,776 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1073 +[2025-03-27 16:06:43,829 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5810 +[2025-03-27 16:06:43,882 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5410 +[2025-03-27 16:06:43,917 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2270 +[2025-03-27 16:06:43,964 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1440 +[2025-03-27 16:06:43,999 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7635 +[2025-03-27 16:06:44,036 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2146 +[2025-03-27 16:06:44,075 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6693 +[2025-03-27 16:06:44,108 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5781 +[2025-03-27 16:06:44,135 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2429 +[2025-03-27 16:06:44,191 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0663 +[2025-03-27 16:06:44,236 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1149 +[2025-03-27 16:06:44,274 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6418 +[2025-03-27 16:06:44,299 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3696 +[2025-03-27 16:06:44,331 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8571 +[2025-03-27 16:06:44,382 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3848 +[2025-03-27 16:06:44,414 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1861 +[2025-03-27 16:06:44,459 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8502 +[2025-03-27 16:06:44,493 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9442 +[2025-03-27 16:06:44,524 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9037 +[2025-03-27 16:06:44,553 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3643 +[2025-03-27 16:06:44,581 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7306 +[2025-03-27 16:06:44,606 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1525 +[2025-03-27 16:06:44,637 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9427 +[2025-03-27 16:06:44,659 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1941 +[2025-03-27 16:06:44,690 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2698 +[2025-03-27 16:06:44,724 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9173 +[2025-03-27 16:06:44,760 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1509 +[2025-03-27 16:06:44,788 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8350 +[2025-03-27 16:06:44,812 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8097 +[2025-03-27 16:06:44,847 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4741 +[2025-03-27 16:06:44,876 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5840 +[2025-03-27 16:06:44,897 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5602 +[2025-03-27 16:06:44,926 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6372 +[2025-03-27 16:06:44,958 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6641 +[2025-03-27 16:06:45,010 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9747 +[2025-03-27 16:06:45,034 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2191 +[2025-03-27 16:06:45,071 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8599 +[2025-03-27 16:06:45,106 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5701 +[2025-03-27 16:06:45,134 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7183 +[2025-03-27 16:06:45,161 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7614 +[2025-03-27 16:06:45,212 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6766 +[2025-03-27 16:06:45,250 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9821 +[2025-03-27 16:06:45,297 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1497 +[2025-03-27 16:06:45,341 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2956 +[2025-03-27 16:06:45,378 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2537 +[2025-03-27 16:06:45,424 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2529 +[2025-03-27 16:06:45,450 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5198 +[2025-03-27 16:06:45,500 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3483 +[2025-03-27 16:06:45,524 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3634 +[2025-03-27 16:06:46,752 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:06:46,752 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:06:46,753 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] wall : 0.5930 0.9263 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] floor : 0.7678 0.9527 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] cabinet : 0.0672 0.0749 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] bed : 0.1485 0.1971 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] chair : 0.5017 0.6963 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] sofa : 0.1622 0.1972 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] table : 0.2985 0.4590 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] door : 0.0934 0.1039 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] window : 0.2019 0.2432 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] bookshelf : 0.0826 0.0915 +[2025-03-27 16:06:46,754 INFO hook.py line 689 8122] picture : 0.2094 0.3669 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] counter : 0.0247 0.0276 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] desk : 0.0113 0.0120 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] curtain : 0.1390 0.1565 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] shower curtain : 0.0889 0.1007 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] toilet : 0.3147 0.5106 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] sink : 0.3196 0.4199 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] bathtub : 0.0937 0.1157 +[2025-03-27 16:06:46,755 INFO hook.py line 689 8122] otherfurniture : 0.1140 0.1330 +[2025-03-27 16:06:46,755 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:06:46,755 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2116/0.2893/0.6585. +[2025-03-27 16:06:46,755 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:06:46,780 INFO misc.py line 164 8122] Currently Best mIoU: 0.2122 +[2025-03-27 16:06:46,780 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:07:03,157 INFO hook.py line 566 8122] Train: [26/100][50/300] Data 0.003 (0.030) Batch 0.249 (0.230) Remain 01:26:10 loss: 2.0384 Lr: 4.46441e-03 +[2025-03-27 16:07:14,647 INFO hook.py line 566 8122] Train: [26/100][100/300] Data 0.005 (0.017) Batch 0.260 (0.230) Remain 01:25:52 loss: 1.9000 Lr: 4.45586e-03 +[2025-03-27 16:07:26,258 INFO hook.py line 566 8122] Train: [26/100][150/300] Data 0.006 (0.013) Batch 0.214 (0.231) Remain 01:25:57 loss: 2.0836 Lr: 4.44725e-03 +[2025-03-27 16:07:37,839 INFO hook.py line 566 8122] Train: [26/100][200/300] Data 0.007 (0.013) Batch 0.164 (0.231) Remain 01:25:50 loss: 1.9901 Lr: 4.43858e-03 +[2025-03-27 16:07:49,614 INFO hook.py line 566 8122] Train: [26/100][250/300] Data 0.002 (0.013) Batch 0.251 (0.232) Remain 01:25:59 loss: 1.9495 Lr: 4.42985e-03 +[2025-03-27 16:07:57,508 INFO hook.py line 566 8122] Train: [26/100][300/300] Data 0.000 (0.011) Batch 0.074 (0.219) Remain 01:21:11 loss: 2.0504 Lr: 4.42106e-03 +[2025-03-27 16:07:57,509 INFO misc.py line 135 8122] Train result: loss: 2.0903 +[2025-03-27 16:07:57,541 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:08:10,738 INFO hook.py line 746 8122] Test: [1/78] Loss 1.9011 +[2025-03-27 16:08:11,611 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5809 +[2025-03-27 16:08:11,652 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7035 +[2025-03-27 16:08:11,705 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2440 +[2025-03-27 16:08:11,986 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7499 +[2025-03-27 16:08:12,033 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8290 +[2025-03-27 16:08:12,080 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6582 +[2025-03-27 16:08:12,109 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0930 +[2025-03-27 16:08:12,148 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4301 +[2025-03-27 16:08:12,180 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3730 +[2025-03-27 16:08:12,223 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6702 +[2025-03-27 16:08:12,252 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4714 +[2025-03-27 16:08:12,295 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5433 +[2025-03-27 16:08:12,331 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1245 +[2025-03-27 16:08:12,364 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1426 +[2025-03-27 16:08:12,405 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1442 +[2025-03-27 16:08:12,441 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4197 +[2025-03-27 16:08:12,481 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9115 +[2025-03-27 16:08:12,522 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5895 +[2025-03-27 16:08:12,555 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4686 +[2025-03-27 16:08:12,589 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0029 +[2025-03-27 16:08:12,626 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0056 +[2025-03-27 16:08:12,652 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8670 +[2025-03-27 16:08:12,693 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6459 +[2025-03-27 16:08:12,730 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0403 +[2025-03-27 16:08:12,766 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5107 +[2025-03-27 16:08:12,812 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0290 +[2025-03-27 16:08:12,843 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2974 +[2025-03-27 16:08:12,871 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0941 +[2025-03-27 16:08:12,920 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5804 +[2025-03-27 16:08:12,975 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5189 +[2025-03-27 16:08:13,011 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2365 +[2025-03-27 16:08:13,059 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1578 +[2025-03-27 16:08:13,094 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7657 +[2025-03-27 16:08:13,128 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2286 +[2025-03-27 16:08:13,164 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6788 +[2025-03-27 16:08:13,199 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5676 +[2025-03-27 16:08:13,228 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2273 +[2025-03-27 16:08:13,285 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0594 +[2025-03-27 16:08:13,329 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1237 +[2025-03-27 16:08:13,368 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6349 +[2025-03-27 16:08:13,391 INFO hook.py line 746 8122] Test: [42/78] Loss 2.2851 +[2025-03-27 16:08:13,423 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8575 +[2025-03-27 16:08:13,478 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3730 +[2025-03-27 16:08:13,513 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1823 +[2025-03-27 16:08:13,561 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8540 +[2025-03-27 16:08:13,595 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9089 +[2025-03-27 16:08:13,625 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9044 +[2025-03-27 16:08:13,653 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3795 +[2025-03-27 16:08:13,680 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7447 +[2025-03-27 16:08:13,705 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1549 +[2025-03-27 16:08:13,736 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9643 +[2025-03-27 16:08:13,758 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2090 +[2025-03-27 16:08:13,789 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3080 +[2025-03-27 16:08:13,821 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9116 +[2025-03-27 16:08:13,857 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1631 +[2025-03-27 16:08:13,886 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8201 +[2025-03-27 16:08:13,909 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8298 +[2025-03-27 16:08:13,944 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4574 +[2025-03-27 16:08:13,972 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5746 +[2025-03-27 16:08:13,993 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5675 +[2025-03-27 16:08:14,022 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6465 +[2025-03-27 16:08:14,054 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6777 +[2025-03-27 16:08:14,105 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9710 +[2025-03-27 16:08:14,128 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2560 +[2025-03-27 16:08:14,164 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8440 +[2025-03-27 16:08:14,199 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5730 +[2025-03-27 16:08:14,227 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7351 +[2025-03-27 16:08:14,253 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7544 +[2025-03-27 16:08:14,305 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6518 +[2025-03-27 16:08:14,344 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9741 +[2025-03-27 16:08:14,390 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1414 +[2025-03-27 16:08:14,434 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3046 +[2025-03-27 16:08:14,472 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3005 +[2025-03-27 16:08:14,520 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2203 +[2025-03-27 16:08:14,546 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5061 +[2025-03-27 16:08:14,597 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3496 +[2025-03-27 16:08:14,621 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3361 +[2025-03-27 16:08:15,813 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:08:15,814 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:08:15,814 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:08:15,814 INFO hook.py line 689 8122] wall : 0.5991 0.9202 +[2025-03-27 16:08:15,814 INFO hook.py line 689 8122] floor : 0.7659 0.9552 +[2025-03-27 16:08:15,814 INFO hook.py line 689 8122] cabinet : 0.0827 0.0973 +[2025-03-27 16:08:15,814 INFO hook.py line 689 8122] bed : 0.1360 0.1668 +[2025-03-27 16:08:15,814 INFO hook.py line 689 8122] chair : 0.4988 0.7002 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] sofa : 0.1772 0.2271 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] table : 0.2974 0.4752 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] door : 0.1011 0.1136 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] window : 0.2063 0.2507 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] bookshelf : 0.0759 0.0828 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] picture : 0.2108 0.3640 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] counter : 0.0204 0.0224 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] desk : 0.0076 0.0080 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] curtain : 0.1395 0.1562 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] shower curtain : 0.0994 0.1146 +[2025-03-27 16:08:15,815 INFO hook.py line 689 8122] toilet : 0.3231 0.4890 +[2025-03-27 16:08:15,816 INFO hook.py line 689 8122] sink : 0.3145 0.4367 +[2025-03-27 16:08:15,816 INFO hook.py line 689 8122] bathtub : 0.0921 0.1119 +[2025-03-27 16:08:15,816 INFO hook.py line 689 8122] otherfurniture : 0.1157 0.1359 +[2025-03-27 16:08:15,816 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:08:15,816 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2132/0.2914/0.6596. +[2025-03-27 16:08:15,817 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:08:15,842 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2132 +[2025-03-27 16:08:15,843 INFO misc.py line 164 8122] Currently Best mIoU: 0.2132 +[2025-03-27 16:08:15,843 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:08:32,212 INFO hook.py line 566 8122] Train: [27/100][50/300] Data 0.005 (0.011) Batch 0.260 (0.216) Remain 01:19:45 loss: 1.8621 Lr: 4.41221e-03 +[2025-03-27 16:08:43,511 INFO hook.py line 566 8122] Train: [27/100][100/300] Data 0.010 (0.008) Batch 0.226 (0.221) Remain 01:21:27 loss: 2.3663 Lr: 4.40331e-03 +[2025-03-27 16:08:56,414 INFO hook.py line 566 8122] Train: [27/100][150/300] Data 0.002 (0.012) Batch 1.387 (0.234) Remain 01:25:53 loss: 2.0489 Lr: 4.39435e-03 +[2025-03-27 16:09:06,650 INFO hook.py line 566 8122] Train: [27/100][200/300] Data 0.006 (0.010) Batch 0.281 (0.226) Remain 01:22:59 loss: 1.8240 Lr: 4.38533e-03 +[2025-03-27 16:09:17,904 INFO hook.py line 566 8122] Train: [27/100][250/300] Data 0.007 (0.010) Batch 0.174 (0.226) Remain 01:22:42 loss: 1.9860 Lr: 4.37625e-03 +[2025-03-27 16:09:26,321 INFO hook.py line 566 8122] Train: [27/100][300/300] Data 0.002 (0.015) Batch 0.075 (0.216) Remain 01:18:58 loss: 1.9787 Lr: 4.36712e-03 +[2025-03-27 16:09:26,322 INFO misc.py line 135 8122] Train result: loss: 2.0846 +[2025-03-27 16:09:26,355 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:09:39,454 INFO hook.py line 746 8122] Test: [1/78] Loss 1.9017 +[2025-03-27 16:09:40,141 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5954 +[2025-03-27 16:09:40,175 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7008 +[2025-03-27 16:09:40,225 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2341 +[2025-03-27 16:09:40,263 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7558 +[2025-03-27 16:09:40,416 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8147 +[2025-03-27 16:09:40,463 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6464 +[2025-03-27 16:09:40,488 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1041 +[2025-03-27 16:09:40,528 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4283 +[2025-03-27 16:09:40,567 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4134 +[2025-03-27 16:09:40,612 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6499 +[2025-03-27 16:09:40,641 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4663 +[2025-03-27 16:09:40,684 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5736 +[2025-03-27 16:09:40,718 INFO hook.py line 746 8122] Test: [14/78] Loss 2.0836 +[2025-03-27 16:09:40,751 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1238 +[2025-03-27 16:09:40,798 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1451 +[2025-03-27 16:09:40,835 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4052 +[2025-03-27 16:09:40,866 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8933 +[2025-03-27 16:09:40,907 INFO hook.py line 746 8122] Test: [19/78] Loss 1.6004 +[2025-03-27 16:09:40,940 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4842 +[2025-03-27 16:09:40,975 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0064 +[2025-03-27 16:09:41,012 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0049 +[2025-03-27 16:09:41,041 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8624 +[2025-03-27 16:09:41,082 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6231 +[2025-03-27 16:09:41,120 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0353 +[2025-03-27 16:09:41,165 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4994 +[2025-03-27 16:09:41,211 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0229 +[2025-03-27 16:09:41,251 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2490 +[2025-03-27 16:09:41,280 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0973 +[2025-03-27 16:09:41,327 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5733 +[2025-03-27 16:09:41,382 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5147 +[2025-03-27 16:09:41,417 INFO hook.py line 746 8122] Test: [32/78] Loss 2.1850 +[2025-03-27 16:09:41,463 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1474 +[2025-03-27 16:09:41,498 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7795 +[2025-03-27 16:09:41,532 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2198 +[2025-03-27 16:09:41,567 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6638 +[2025-03-27 16:09:41,601 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5603 +[2025-03-27 16:09:41,628 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2296 +[2025-03-27 16:09:41,685 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0685 +[2025-03-27 16:09:41,728 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1046 +[2025-03-27 16:09:41,770 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6263 +[2025-03-27 16:09:41,806 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3214 +[2025-03-27 16:09:41,845 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8574 +[2025-03-27 16:09:41,897 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3843 +[2025-03-27 16:09:41,930 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1968 +[2025-03-27 16:09:41,975 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8607 +[2025-03-27 16:09:42,014 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9444 +[2025-03-27 16:09:42,045 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8810 +[2025-03-27 16:09:42,073 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3149 +[2025-03-27 16:09:42,101 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7295 +[2025-03-27 16:09:42,126 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1644 +[2025-03-27 16:09:42,156 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9580 +[2025-03-27 16:09:42,178 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1915 +[2025-03-27 16:09:42,208 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2901 +[2025-03-27 16:09:42,241 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9122 +[2025-03-27 16:09:42,277 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1487 +[2025-03-27 16:09:42,306 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8238 +[2025-03-27 16:09:42,329 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8271 +[2025-03-27 16:09:42,365 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4599 +[2025-03-27 16:09:42,394 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5763 +[2025-03-27 16:09:42,415 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5029 +[2025-03-27 16:09:42,445 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6440 +[2025-03-27 16:09:42,477 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6866 +[2025-03-27 16:09:42,528 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9613 +[2025-03-27 16:09:42,556 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2492 +[2025-03-27 16:09:42,594 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8468 +[2025-03-27 16:09:42,629 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5576 +[2025-03-27 16:09:42,658 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7232 +[2025-03-27 16:09:42,684 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7548 +[2025-03-27 16:09:42,736 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6791 +[2025-03-27 16:09:42,774 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9519 +[2025-03-27 16:09:42,821 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1473 +[2025-03-27 16:09:42,866 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2914 +[2025-03-27 16:09:42,903 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2810 +[2025-03-27 16:09:42,949 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2288 +[2025-03-27 16:09:42,974 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4963 +[2025-03-27 16:09:43,026 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3388 +[2025-03-27 16:09:43,051 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3427 +[2025-03-27 16:09:44,157 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:09:44,157 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:09:44,157 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] wall : 0.5967 0.9217 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] floor : 0.7689 0.9532 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] cabinet : 0.0722 0.0815 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] bed : 0.1406 0.1744 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] chair : 0.5011 0.7071 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] sofa : 0.1719 0.2153 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] table : 0.3007 0.4717 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] door : 0.0921 0.1017 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] window : 0.2145 0.2659 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] bookshelf : 0.0944 0.1070 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] picture : 0.2114 0.3737 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] counter : 0.0188 0.0204 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] desk : 0.0125 0.0133 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] curtain : 0.1274 0.1404 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] shower curtain : 0.1030 0.1189 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] toilet : 0.3276 0.4908 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] sink : 0.3159 0.4462 +[2025-03-27 16:09:44,157 INFO hook.py line 689 8122] bathtub : 0.0841 0.0985 +[2025-03-27 16:09:44,158 INFO hook.py line 689 8122] otherfurniture : 0.1190 0.1409 +[2025-03-27 16:09:44,158 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:09:44,158 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2136/0.2921/0.6600. +[2025-03-27 16:09:44,158 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:09:44,179 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2136 +[2025-03-27 16:09:44,179 INFO misc.py line 164 8122] Currently Best mIoU: 0.2136 +[2025-03-27 16:09:44,179 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:10:01,888 INFO hook.py line 566 8122] Train: [28/100][50/300] Data 1.563 (0.111) Batch 1.683 (0.258) Remain 01:33:47 loss: 2.0165 Lr: 4.35811e-03 +[2025-03-27 16:10:13,275 INFO hook.py line 566 8122] Train: [28/100][100/300] Data 0.003 (0.103) Batch 0.112 (0.242) Remain 01:27:59 loss: 2.1915 Lr: 4.34886e-03 +[2025-03-27 16:10:24,068 INFO hook.py line 566 8122] Train: [28/100][150/300] Data 0.003 (0.077) Batch 0.141 (0.233) Remain 01:24:32 loss: 1.9865 Lr: 4.33956e-03 +[2025-03-27 16:10:37,190 INFO hook.py line 566 8122] Train: [28/100][200/300] Data 0.001 (0.058) Batch 0.097 (0.241) Remain 01:27:02 loss: 1.9680 Lr: 4.33020e-03 +[2025-03-27 16:10:47,459 INFO hook.py line 566 8122] Train: [28/100][250/300] Data 0.005 (0.048) Batch 0.311 (0.234) Remain 01:24:15 loss: 2.3135 Lr: 4.32079e-03 +[2025-03-27 16:10:55,359 INFO hook.py line 566 8122] Train: [28/100][300/300] Data 0.001 (0.040) Batch 0.073 (0.221) Remain 01:19:29 loss: 1.9860 Lr: 4.31132e-03 +[2025-03-27 16:10:55,359 INFO misc.py line 135 8122] Train result: loss: 2.0906 +[2025-03-27 16:10:55,399 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:11:08,243 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8761 +[2025-03-27 16:11:08,984 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5836 +[2025-03-27 16:11:09,367 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7010 +[2025-03-27 16:11:09,411 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2535 +[2025-03-27 16:11:09,447 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7232 +[2025-03-27 16:11:09,500 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8137 +[2025-03-27 16:11:09,707 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6629 +[2025-03-27 16:11:09,732 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0995 +[2025-03-27 16:11:09,771 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4424 +[2025-03-27 16:11:09,804 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3369 +[2025-03-27 16:11:09,848 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6889 +[2025-03-27 16:11:09,877 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4908 +[2025-03-27 16:11:09,926 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5620 +[2025-03-27 16:11:09,961 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1623 +[2025-03-27 16:11:09,995 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1341 +[2025-03-27 16:11:10,037 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1629 +[2025-03-27 16:11:10,074 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4161 +[2025-03-27 16:11:10,112 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8956 +[2025-03-27 16:11:10,151 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5790 +[2025-03-27 16:11:10,183 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4912 +[2025-03-27 16:11:10,215 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0178 +[2025-03-27 16:11:10,252 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0101 +[2025-03-27 16:11:10,280 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8635 +[2025-03-27 16:11:10,320 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6492 +[2025-03-27 16:11:10,358 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0115 +[2025-03-27 16:11:10,394 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4921 +[2025-03-27 16:11:10,441 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0314 +[2025-03-27 16:11:10,475 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3143 +[2025-03-27 16:11:10,502 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1128 +[2025-03-27 16:11:10,551 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5651 +[2025-03-27 16:11:10,606 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5476 +[2025-03-27 16:11:10,640 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2452 +[2025-03-27 16:11:10,687 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1421 +[2025-03-27 16:11:10,721 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7514 +[2025-03-27 16:11:10,756 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2157 +[2025-03-27 16:11:10,795 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6832 +[2025-03-27 16:11:10,833 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5562 +[2025-03-27 16:11:10,865 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2445 +[2025-03-27 16:11:10,923 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0591 +[2025-03-27 16:11:10,968 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1321 +[2025-03-27 16:11:11,008 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6373 +[2025-03-27 16:11:11,035 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3527 +[2025-03-27 16:11:11,067 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8333 +[2025-03-27 16:11:11,118 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3863 +[2025-03-27 16:11:11,148 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1642 +[2025-03-27 16:11:11,193 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8244 +[2025-03-27 16:11:11,226 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9104 +[2025-03-27 16:11:11,257 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9225 +[2025-03-27 16:11:11,286 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3999 +[2025-03-27 16:11:11,313 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7373 +[2025-03-27 16:11:11,338 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1435 +[2025-03-27 16:11:11,369 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9505 +[2025-03-27 16:11:11,398 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1907 +[2025-03-27 16:11:11,428 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2787 +[2025-03-27 16:11:11,461 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9267 +[2025-03-27 16:11:11,496 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1470 +[2025-03-27 16:11:11,525 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8282 +[2025-03-27 16:11:11,548 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8118 +[2025-03-27 16:11:11,583 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4733 +[2025-03-27 16:11:11,611 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5816 +[2025-03-27 16:11:11,632 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5854 +[2025-03-27 16:11:11,662 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6267 +[2025-03-27 16:11:11,694 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6685 +[2025-03-27 16:11:11,745 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9875 +[2025-03-27 16:11:11,769 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2092 +[2025-03-27 16:11:11,805 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8520 +[2025-03-27 16:11:11,840 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5787 +[2025-03-27 16:11:11,869 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7266 +[2025-03-27 16:11:11,896 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7765 +[2025-03-27 16:11:11,949 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6471 +[2025-03-27 16:11:11,987 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9925 +[2025-03-27 16:11:12,033 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1475 +[2025-03-27 16:11:12,078 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2898 +[2025-03-27 16:11:12,115 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2603 +[2025-03-27 16:11:12,161 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2503 +[2025-03-27 16:11:12,186 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5276 +[2025-03-27 16:11:12,237 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3498 +[2025-03-27 16:11:12,262 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3684 +[2025-03-27 16:11:13,504 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:11:13,504 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:11:13,504 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] wall : 0.5976 0.9229 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] floor : 0.7706 0.9521 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] cabinet : 0.0862 0.1030 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] bed : 0.1467 0.1888 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] chair : 0.5023 0.6976 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] sofa : 0.1693 0.2101 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] table : 0.3012 0.4634 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] door : 0.1001 0.1125 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] window : 0.2037 0.2453 +[2025-03-27 16:11:13,505 INFO hook.py line 689 8122] bookshelf : 0.0738 0.0805 +[2025-03-27 16:11:13,506 INFO hook.py line 689 8122] picture : 0.2102 0.3632 +[2025-03-27 16:11:13,506 INFO hook.py line 689 8122] counter : 0.0363 0.0431 +[2025-03-27 16:11:13,506 INFO hook.py line 689 8122] desk : 0.0084 0.0088 +[2025-03-27 16:11:13,506 INFO hook.py line 689 8122] curtain : 0.1461 0.1656 +[2025-03-27 16:11:13,507 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:11:13,507 INFO hook.py line 689 8122] shower curtain : 0.1072 0.1249 +[2025-03-27 16:11:13,507 INFO hook.py line 689 8122] toilet : 0.3252 0.5069 +[2025-03-27 16:11:13,507 INFO hook.py line 689 8122] sink : 0.3160 0.4533 +[2025-03-27 16:11:13,507 INFO hook.py line 689 8122] bathtub : 0.0909 0.1081 +[2025-03-27 16:11:13,507 INFO hook.py line 689 8122] otherfurniture : 0.1238 0.1508 +[2025-03-27 16:11:13,507 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:11:13,507 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2158/0.2951/0.6600. +[2025-03-27 16:11:13,508 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:11:13,534 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2158 +[2025-03-27 16:11:13,535 INFO misc.py line 164 8122] Currently Best mIoU: 0.2158 +[2025-03-27 16:11:13,535 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:11:29,778 INFO hook.py line 566 8122] Train: [29/100][50/300] Data 0.095 (0.024) Batch 0.373 (0.218) Remain 01:18:09 loss: 1.8188 Lr: 4.30180e-03 +[2025-03-27 16:11:42,195 INFO hook.py line 566 8122] Train: [29/100][100/300] Data 0.003 (0.026) Batch 0.467 (0.233) Remain 01:23:38 loss: 2.1399 Lr: 4.29222e-03 +[2025-03-27 16:11:52,884 INFO hook.py line 566 8122] Train: [29/100][150/300] Data 0.005 (0.028) Batch 0.163 (0.227) Remain 01:21:03 loss: 2.0732 Lr: 4.28259e-03 +[2025-03-27 16:12:04,116 INFO hook.py line 566 8122] Train: [29/100][200/300] Data 0.006 (0.027) Batch 0.205 (0.226) Remain 01:20:41 loss: 2.1795 Lr: 4.27290e-03 +[2025-03-27 16:12:15,625 INFO hook.py line 566 8122] Train: [29/100][250/300] Data 0.008 (0.028) Batch 0.295 (0.227) Remain 01:20:46 loss: 2.1091 Lr: 4.26316e-03 +[2025-03-27 16:12:24,443 INFO hook.py line 566 8122] Train: [29/100][300/300] Data 0.000 (0.028) Batch 0.072 (0.218) Remain 01:17:33 loss: 2.0973 Lr: 4.25336e-03 +[2025-03-27 16:12:24,443 INFO misc.py line 135 8122] Train result: loss: 2.0847 +[2025-03-27 16:12:24,477 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:12:38,039 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8926 +[2025-03-27 16:12:38,271 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5960 +[2025-03-27 16:12:38,303 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6937 +[2025-03-27 16:12:38,569 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2454 +[2025-03-27 16:12:38,608 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7566 +[2025-03-27 16:12:38,686 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8238 +[2025-03-27 16:12:39,075 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6561 +[2025-03-27 16:12:39,101 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1038 +[2025-03-27 16:12:39,141 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4279 +[2025-03-27 16:12:39,171 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3938 +[2025-03-27 16:12:39,212 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6763 +[2025-03-27 16:12:39,242 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4822 +[2025-03-27 16:12:39,285 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5774 +[2025-03-27 16:12:39,320 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1293 +[2025-03-27 16:12:39,355 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1289 +[2025-03-27 16:12:39,403 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1474 +[2025-03-27 16:12:39,441 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4239 +[2025-03-27 16:12:39,473 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9001 +[2025-03-27 16:12:39,516 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5892 +[2025-03-27 16:12:39,547 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4913 +[2025-03-27 16:12:39,580 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0051 +[2025-03-27 16:12:39,617 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0092 +[2025-03-27 16:12:39,642 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8543 +[2025-03-27 16:12:39,683 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6321 +[2025-03-27 16:12:39,724 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0456 +[2025-03-27 16:12:39,759 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5065 +[2025-03-27 16:12:39,807 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0335 +[2025-03-27 16:12:39,839 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2917 +[2025-03-27 16:12:39,867 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0963 +[2025-03-27 16:12:39,918 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5726 +[2025-03-27 16:12:39,975 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5224 +[2025-03-27 16:12:40,006 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2361 +[2025-03-27 16:12:40,061 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1508 +[2025-03-27 16:12:40,095 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7783 +[2025-03-27 16:12:40,128 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2224 +[2025-03-27 16:12:40,163 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6573 +[2025-03-27 16:12:40,197 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5678 +[2025-03-27 16:12:40,224 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2317 +[2025-03-27 16:12:40,282 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0733 +[2025-03-27 16:12:40,323 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1246 +[2025-03-27 16:12:40,363 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6473 +[2025-03-27 16:12:40,390 INFO hook.py line 746 8122] Test: [42/78] Loss 2.2744 +[2025-03-27 16:12:40,420 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8462 +[2025-03-27 16:12:40,475 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3771 +[2025-03-27 16:12:40,504 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1954 +[2025-03-27 16:12:40,548 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8402 +[2025-03-27 16:12:40,583 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9317 +[2025-03-27 16:12:40,613 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8939 +[2025-03-27 16:12:40,641 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3631 +[2025-03-27 16:12:40,667 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7381 +[2025-03-27 16:12:40,693 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1714 +[2025-03-27 16:12:40,722 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9604 +[2025-03-27 16:12:40,745 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1978 +[2025-03-27 16:12:40,776 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2929 +[2025-03-27 16:12:40,808 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9206 +[2025-03-27 16:12:40,849 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1571 +[2025-03-27 16:12:40,876 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8244 +[2025-03-27 16:12:40,902 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8231 +[2025-03-27 16:12:40,937 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4604 +[2025-03-27 16:12:40,967 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5824 +[2025-03-27 16:12:40,990 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5586 +[2025-03-27 16:12:41,021 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6437 +[2025-03-27 16:12:41,053 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6749 +[2025-03-27 16:12:41,105 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9647 +[2025-03-27 16:12:41,141 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2377 +[2025-03-27 16:12:41,177 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8430 +[2025-03-27 16:12:41,212 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5676 +[2025-03-27 16:12:41,242 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7282 +[2025-03-27 16:12:41,267 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7562 +[2025-03-27 16:12:41,318 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6685 +[2025-03-27 16:12:41,357 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9685 +[2025-03-27 16:12:41,404 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1364 +[2025-03-27 16:12:41,450 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2930 +[2025-03-27 16:12:41,486 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2859 +[2025-03-27 16:12:41,531 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2358 +[2025-03-27 16:12:41,555 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5130 +[2025-03-27 16:12:41,607 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3469 +[2025-03-27 16:12:41,630 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3497 +[2025-03-27 16:12:42,822 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:12:42,822 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:12:42,822 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] wall : 0.5970 0.9212 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] floor : 0.7668 0.9545 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] cabinet : 0.0752 0.0859 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] bed : 0.1428 0.1819 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] chair : 0.4965 0.7015 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] sofa : 0.1816 0.2364 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] table : 0.2984 0.4664 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] door : 0.0950 0.1057 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] window : 0.2067 0.2510 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] bookshelf : 0.0813 0.0897 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] picture : 0.2106 0.3749 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] counter : 0.0252 0.0281 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] desk : 0.0129 0.0137 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] curtain : 0.1340 0.1490 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] shower curtain : 0.1149 0.1360 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] toilet : 0.3249 0.5018 +[2025-03-27 16:12:42,822 INFO hook.py line 689 8122] sink : 0.3146 0.4424 +[2025-03-27 16:12:42,823 INFO hook.py line 689 8122] bathtub : 0.0959 0.1157 +[2025-03-27 16:12:42,823 INFO hook.py line 689 8122] otherfurniture : 0.1072 0.1219 +[2025-03-27 16:12:42,823 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:12:42,823 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2141/0.2939/0.6591. +[2025-03-27 16:12:42,823 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:12:42,844 INFO misc.py line 164 8122] Currently Best mIoU: 0.2158 +[2025-03-27 16:12:42,844 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:12:59,942 INFO hook.py line 566 8122] Train: [30/100][50/300] Data 0.002 (0.039) Batch 0.117 (0.248) Remain 01:27:52 loss: 2.0947 Lr: 4.24352e-03 +[2025-03-27 16:13:10,399 INFO hook.py line 566 8122] Train: [30/100][100/300] Data 0.002 (0.033) Batch 0.229 (0.228) Remain 01:20:34 loss: 2.1836 Lr: 4.23361e-03 +[2025-03-27 16:13:23,740 INFO hook.py line 566 8122] Train: [30/100][150/300] Data 0.005 (0.029) Batch 1.570 (0.241) Remain 01:25:01 loss: 2.2117 Lr: 4.22366e-03 +[2025-03-27 16:13:35,129 INFO hook.py line 566 8122] Train: [30/100][200/300] Data 0.002 (0.023) Batch 0.117 (0.238) Remain 01:23:37 loss: 1.7465 Lr: 4.21365e-03 +[2025-03-27 16:13:45,440 INFO hook.py line 566 8122] Train: [30/100][250/300] Data 0.007 (0.019) Batch 0.234 (0.231) Remain 01:21:11 loss: 2.0056 Lr: 4.20360e-03 +[2025-03-27 16:13:53,756 INFO hook.py line 566 8122] Train: [30/100][300/300] Data 0.000 (0.016) Batch 0.070 (0.220) Remain 01:17:09 loss: 2.3385 Lr: 4.19349e-03 +[2025-03-27 16:13:53,756 INFO misc.py line 135 8122] Train result: loss: 2.0730 +[2025-03-27 16:13:53,788 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:14:07,252 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8782 +[2025-03-27 16:14:07,747 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5849 +[2025-03-27 16:14:07,777 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6765 +[2025-03-27 16:14:07,823 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2380 +[2025-03-27 16:14:07,855 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7304 +[2025-03-27 16:14:07,902 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8084 +[2025-03-27 16:14:07,951 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6500 +[2025-03-27 16:14:07,976 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1034 +[2025-03-27 16:14:08,025 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4333 +[2025-03-27 16:14:08,058 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3805 +[2025-03-27 16:14:08,102 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6704 +[2025-03-27 16:14:08,134 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4762 +[2025-03-27 16:14:08,177 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5841 +[2025-03-27 16:14:08,216 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1172 +[2025-03-27 16:14:08,249 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1291 +[2025-03-27 16:14:08,293 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1573 +[2025-03-27 16:14:08,332 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4083 +[2025-03-27 16:14:08,364 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8934 +[2025-03-27 16:14:08,404 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5887 +[2025-03-27 16:14:08,435 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4784 +[2025-03-27 16:14:08,468 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0161 +[2025-03-27 16:14:08,505 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0034 +[2025-03-27 16:14:08,536 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8563 +[2025-03-27 16:14:08,576 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6262 +[2025-03-27 16:14:08,612 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0186 +[2025-03-27 16:14:08,650 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4947 +[2025-03-27 16:14:08,696 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0283 +[2025-03-27 16:14:08,726 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2820 +[2025-03-27 16:14:08,759 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1079 +[2025-03-27 16:14:08,810 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5604 +[2025-03-27 16:14:08,864 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5310 +[2025-03-27 16:14:08,896 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2272 +[2025-03-27 16:14:08,943 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1408 +[2025-03-27 16:14:08,977 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7578 +[2025-03-27 16:14:09,010 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2103 +[2025-03-27 16:14:09,053 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6723 +[2025-03-27 16:14:09,086 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5533 +[2025-03-27 16:14:09,122 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2375 +[2025-03-27 16:14:09,184 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0525 +[2025-03-27 16:14:09,226 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1179 +[2025-03-27 16:14:09,266 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6432 +[2025-03-27 16:14:09,290 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3192 +[2025-03-27 16:14:09,323 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8312 +[2025-03-27 16:14:09,376 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3808 +[2025-03-27 16:14:09,404 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1753 +[2025-03-27 16:14:09,450 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8293 +[2025-03-27 16:14:09,485 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9246 +[2025-03-27 16:14:09,515 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8956 +[2025-03-27 16:14:09,543 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3552 +[2025-03-27 16:14:09,571 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7251 +[2025-03-27 16:14:09,596 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1566 +[2025-03-27 16:14:09,627 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9510 +[2025-03-27 16:14:09,649 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1936 +[2025-03-27 16:14:09,679 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2792 +[2025-03-27 16:14:09,712 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9293 +[2025-03-27 16:14:09,747 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1477 +[2025-03-27 16:14:09,777 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8208 +[2025-03-27 16:14:09,800 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8198 +[2025-03-27 16:14:09,836 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4700 +[2025-03-27 16:14:09,865 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5753 +[2025-03-27 16:14:09,887 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5471 +[2025-03-27 16:14:09,916 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6318 +[2025-03-27 16:14:09,948 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6740 +[2025-03-27 16:14:09,999 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9675 +[2025-03-27 16:14:10,022 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2301 +[2025-03-27 16:14:10,059 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8470 +[2025-03-27 16:14:10,095 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5701 +[2025-03-27 16:14:10,123 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7147 +[2025-03-27 16:14:10,150 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7685 +[2025-03-27 16:14:10,201 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6656 +[2025-03-27 16:14:10,239 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9756 +[2025-03-27 16:14:10,286 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1419 +[2025-03-27 16:14:10,331 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2856 +[2025-03-27 16:14:10,368 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2668 +[2025-03-27 16:14:10,415 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2507 +[2025-03-27 16:14:10,440 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5011 +[2025-03-27 16:14:10,492 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3472 +[2025-03-27 16:14:10,516 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3579 +[2025-03-27 16:14:11,781 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:14:11,781 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:14:11,781 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:14:11,781 INFO hook.py line 689 8122] wall : 0.5983 0.9210 +[2025-03-27 16:14:11,781 INFO hook.py line 689 8122] floor : 0.7688 0.9535 +[2025-03-27 16:14:11,781 INFO hook.py line 689 8122] cabinet : 0.0768 0.0879 +[2025-03-27 16:14:11,781 INFO hook.py line 689 8122] bed : 0.1445 0.1839 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] chair : 0.5006 0.7011 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] sofa : 0.1722 0.2155 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] table : 0.3003 0.4605 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] door : 0.1038 0.1172 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] window : 0.2132 0.2631 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] bookshelf : 0.0819 0.0905 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] picture : 0.2112 0.3646 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] counter : 0.0268 0.0300 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] desk : 0.0118 0.0125 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] curtain : 0.1375 0.1529 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] shower curtain : 0.1185 0.1407 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] toilet : 0.3295 0.5117 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] sink : 0.3197 0.4413 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] bathtub : 0.1004 0.1224 +[2025-03-27 16:14:11,782 INFO hook.py line 689 8122] otherfurniture : 0.1240 0.1513 +[2025-03-27 16:14:11,782 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:14:11,782 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2170/0.2961/0.6603. +[2025-03-27 16:14:11,783 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:14:11,804 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2170 +[2025-03-27 16:14:11,805 INFO misc.py line 164 8122] Currently Best mIoU: 0.2170 +[2025-03-27 16:14:11,805 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:14:28,687 INFO hook.py line 566 8122] Train: [31/100][50/300] Data 0.513 (0.045) Batch 0.686 (0.239) Remain 01:23:27 loss: 2.0703 Lr: 4.18333e-03 +[2025-03-27 16:14:41,599 INFO hook.py line 566 8122] Train: [31/100][100/300] Data 0.001 (0.064) Batch 0.074 (0.249) Remain 01:26:42 loss: 2.0338 Lr: 4.17311e-03 +[2025-03-27 16:14:51,466 INFO hook.py line 566 8122] Train: [31/100][150/300] Data 0.002 (0.053) Batch 0.214 (0.231) Remain 01:20:24 loss: 1.9645 Lr: 4.16285e-03 +[2025-03-27 16:15:02,381 INFO hook.py line 566 8122] Train: [31/100][200/300] Data 0.005 (0.042) Batch 0.230 (0.228) Remain 01:19:03 loss: 2.0974 Lr: 4.15254e-03 +[2025-03-27 16:15:14,161 INFO hook.py line 566 8122] Train: [31/100][250/300] Data 0.002 (0.040) Batch 0.220 (0.230) Remain 01:19:23 loss: 2.0622 Lr: 4.14217e-03 +[2025-03-27 16:15:22,422 INFO hook.py line 566 8122] Train: [31/100][300/300] Data 0.000 (0.034) Batch 0.079 (0.219) Remain 01:15:28 loss: 1.9859 Lr: 4.13176e-03 +[2025-03-27 16:15:22,423 INFO misc.py line 135 8122] Train result: loss: 2.0788 +[2025-03-27 16:15:22,453 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:15:35,971 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8881 +[2025-03-27 16:15:36,019 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5914 +[2025-03-27 16:15:36,296 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6938 +[2025-03-27 16:15:36,342 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2352 +[2025-03-27 16:15:36,371 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7377 +[2025-03-27 16:15:36,423 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8182 +[2025-03-27 16:15:36,470 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6528 +[2025-03-27 16:15:36,500 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0875 +[2025-03-27 16:15:36,538 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4201 +[2025-03-27 16:15:36,568 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3970 +[2025-03-27 16:15:36,615 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6609 +[2025-03-27 16:15:36,649 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4682 +[2025-03-27 16:15:36,693 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5839 +[2025-03-27 16:15:36,729 INFO hook.py line 746 8122] Test: [14/78] Loss 2.0987 +[2025-03-27 16:15:36,762 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1385 +[2025-03-27 16:15:36,805 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1496 +[2025-03-27 16:15:36,841 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4109 +[2025-03-27 16:15:36,872 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9088 +[2025-03-27 16:15:36,913 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5967 +[2025-03-27 16:15:36,944 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4791 +[2025-03-27 16:15:36,976 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0053 +[2025-03-27 16:15:37,012 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9960 +[2025-03-27 16:15:37,050 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8645 +[2025-03-27 16:15:37,090 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6301 +[2025-03-27 16:15:37,131 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0233 +[2025-03-27 16:15:37,168 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4957 +[2025-03-27 16:15:37,224 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0155 +[2025-03-27 16:15:37,261 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2849 +[2025-03-27 16:15:37,289 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0921 +[2025-03-27 16:15:37,339 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5668 +[2025-03-27 16:15:37,394 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5134 +[2025-03-27 16:15:37,425 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2281 +[2025-03-27 16:15:37,474 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1457 +[2025-03-27 16:15:37,508 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7757 +[2025-03-27 16:15:37,542 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2225 +[2025-03-27 16:15:37,579 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6655 +[2025-03-27 16:15:37,613 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5583 +[2025-03-27 16:15:37,643 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2278 +[2025-03-27 16:15:37,700 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0677 +[2025-03-27 16:15:37,743 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1135 +[2025-03-27 16:15:37,785 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6246 +[2025-03-27 16:15:37,812 INFO hook.py line 746 8122] Test: [42/78] Loss 2.2808 +[2025-03-27 16:15:37,846 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8354 +[2025-03-27 16:15:37,901 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3748 +[2025-03-27 16:15:37,931 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1856 +[2025-03-27 16:15:37,976 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8288 +[2025-03-27 16:15:38,010 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9283 +[2025-03-27 16:15:38,039 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8864 +[2025-03-27 16:15:38,068 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3554 +[2025-03-27 16:15:38,096 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7367 +[2025-03-27 16:15:38,120 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1555 +[2025-03-27 16:15:38,150 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9618 +[2025-03-27 16:15:38,172 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1998 +[2025-03-27 16:15:38,201 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3027 +[2025-03-27 16:15:38,234 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9124 +[2025-03-27 16:15:38,269 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1519 +[2025-03-27 16:15:38,298 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8149 +[2025-03-27 16:15:38,322 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8227 +[2025-03-27 16:15:38,358 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4603 +[2025-03-27 16:15:38,387 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5737 +[2025-03-27 16:15:38,408 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5456 +[2025-03-27 16:15:38,438 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6377 +[2025-03-27 16:15:38,470 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6808 +[2025-03-27 16:15:38,525 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9638 +[2025-03-27 16:15:38,550 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2615 +[2025-03-27 16:15:38,587 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8395 +[2025-03-27 16:15:38,621 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5648 +[2025-03-27 16:15:38,651 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7238 +[2025-03-27 16:15:38,677 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7596 +[2025-03-27 16:15:38,729 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6576 +[2025-03-27 16:15:38,767 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9619 +[2025-03-27 16:15:38,816 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1391 +[2025-03-27 16:15:38,861 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2961 +[2025-03-27 16:15:38,899 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2920 +[2025-03-27 16:15:38,945 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2216 +[2025-03-27 16:15:38,971 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4919 +[2025-03-27 16:15:39,023 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3385 +[2025-03-27 16:15:39,047 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3313 +[2025-03-27 16:15:40,255 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:15:40,255 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:15:40,255 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:15:40,255 INFO hook.py line 689 8122] wall : 0.5979 0.9211 +[2025-03-27 16:15:40,255 INFO hook.py line 689 8122] floor : 0.7714 0.9526 +[2025-03-27 16:15:40,255 INFO hook.py line 689 8122] cabinet : 0.0711 0.0801 +[2025-03-27 16:15:40,255 INFO hook.py line 689 8122] bed : 0.1392 0.1715 +[2025-03-27 16:15:40,255 INFO hook.py line 689 8122] chair : 0.4991 0.7012 +[2025-03-27 16:15:40,255 INFO hook.py line 689 8122] sofa : 0.1815 0.2361 +[2025-03-27 16:15:40,255 INFO hook.py line 689 8122] table : 0.2997 0.4860 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] door : 0.1010 0.1136 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] window : 0.2178 0.2718 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] bookshelf : 0.0796 0.0878 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] picture : 0.2119 0.3713 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] counter : 0.0235 0.0261 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] desk : 0.0095 0.0099 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] curtain : 0.1324 0.1462 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] shower curtain : 0.1159 0.1358 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] toilet : 0.3353 0.4947 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] sink : 0.3195 0.4445 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] bathtub : 0.0993 0.1200 +[2025-03-27 16:15:40,256 INFO hook.py line 689 8122] otherfurniture : 0.1168 0.1373 +[2025-03-27 16:15:40,256 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:15:40,256 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2161/0.2954/0.6603. +[2025-03-27 16:15:40,257 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:15:40,284 INFO misc.py line 164 8122] Currently Best mIoU: 0.2170 +[2025-03-27 16:15:40,284 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:15:58,093 INFO hook.py line 566 8122] Train: [32/100][50/300] Data 0.002 (0.076) Batch 0.113 (0.262) Remain 01:30:15 loss: 2.0738 Lr: 4.12130e-03 +[2025-03-27 16:16:09,198 INFO hook.py line 566 8122] Train: [32/100][100/300] Data 0.002 (0.081) Batch 0.112 (0.242) Remain 01:22:56 loss: 1.9989 Lr: 4.11078e-03 +[2025-03-27 16:16:20,188 INFO hook.py line 566 8122] Train: [32/100][150/300] Data 0.002 (0.081) Batch 0.112 (0.234) Remain 01:20:11 loss: 2.2394 Lr: 4.10022e-03 +[2025-03-27 16:16:33,705 INFO hook.py line 566 8122] Train: [32/100][200/300] Data 0.003 (0.065) Batch 2.465 (0.243) Remain 01:23:08 loss: 2.0399 Lr: 4.08961e-03 +[2025-03-27 16:16:44,022 INFO hook.py line 566 8122] Train: [32/100][250/300] Data 0.003 (0.052) Batch 0.199 (0.236) Remain 01:20:23 loss: 2.1206 Lr: 4.07895e-03 +[2025-03-27 16:16:52,027 INFO hook.py line 566 8122] Train: [32/100][300/300] Data 0.000 (0.044) Batch 0.072 (0.223) Remain 01:15:51 loss: 2.0059 Lr: 4.06825e-03 +[2025-03-27 16:16:52,027 INFO misc.py line 135 8122] Train result: loss: 2.0765 +[2025-03-27 16:16:52,052 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:17:05,372 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8775 +[2025-03-27 16:17:05,433 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5932 +[2025-03-27 16:17:05,680 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6808 +[2025-03-27 16:17:05,836 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2413 +[2025-03-27 16:17:05,875 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7429 +[2025-03-27 16:17:05,926 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8152 +[2025-03-27 16:17:05,976 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6620 +[2025-03-27 16:17:06,009 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0902 +[2025-03-27 16:17:06,050 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4354 +[2025-03-27 16:17:06,089 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3761 +[2025-03-27 16:17:06,135 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6569 +[2025-03-27 16:17:06,173 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4806 +[2025-03-27 16:17:06,220 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5636 +[2025-03-27 16:17:06,261 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1067 +[2025-03-27 16:17:06,295 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1215 +[2025-03-27 16:17:06,337 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1437 +[2025-03-27 16:17:06,374 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4290 +[2025-03-27 16:17:06,404 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8900 +[2025-03-27 16:17:06,442 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5820 +[2025-03-27 16:17:06,479 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4805 +[2025-03-27 16:17:06,510 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0065 +[2025-03-27 16:17:06,550 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0102 +[2025-03-27 16:17:06,582 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8483 +[2025-03-27 16:17:06,627 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6441 +[2025-03-27 16:17:06,664 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0344 +[2025-03-27 16:17:06,699 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5042 +[2025-03-27 16:17:06,746 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0296 +[2025-03-27 16:17:06,787 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2651 +[2025-03-27 16:17:06,814 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1014 +[2025-03-27 16:17:06,863 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5702 +[2025-03-27 16:17:06,917 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5266 +[2025-03-27 16:17:06,950 INFO hook.py line 746 8122] Test: [32/78] Loss 2.1891 +[2025-03-27 16:17:06,998 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1558 +[2025-03-27 16:17:07,036 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7696 +[2025-03-27 16:17:07,068 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2253 +[2025-03-27 16:17:07,103 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6826 +[2025-03-27 16:17:07,137 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5645 +[2025-03-27 16:17:07,171 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2365 +[2025-03-27 16:17:07,229 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0659 +[2025-03-27 16:17:07,273 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1210 +[2025-03-27 16:17:07,313 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6312 +[2025-03-27 16:17:07,338 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3284 +[2025-03-27 16:17:07,369 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8281 +[2025-03-27 16:17:07,421 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3854 +[2025-03-27 16:17:07,447 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1746 +[2025-03-27 16:17:07,489 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8343 +[2025-03-27 16:17:07,524 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9083 +[2025-03-27 16:17:07,554 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8923 +[2025-03-27 16:17:07,582 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3449 +[2025-03-27 16:17:07,609 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7268 +[2025-03-27 16:17:07,635 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1396 +[2025-03-27 16:17:07,665 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9397 +[2025-03-27 16:17:07,688 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2082 +[2025-03-27 16:17:07,719 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2796 +[2025-03-27 16:17:07,751 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9215 +[2025-03-27 16:17:07,787 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1638 +[2025-03-27 16:17:07,816 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8331 +[2025-03-27 16:17:07,839 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8150 +[2025-03-27 16:17:07,875 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4636 +[2025-03-27 16:17:07,904 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5971 +[2025-03-27 16:17:07,925 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5186 +[2025-03-27 16:17:07,956 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6462 +[2025-03-27 16:17:07,988 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6644 +[2025-03-27 16:17:08,040 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9696 +[2025-03-27 16:17:08,065 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2149 +[2025-03-27 16:17:08,101 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8520 +[2025-03-27 16:17:08,137 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5642 +[2025-03-27 16:17:08,165 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7172 +[2025-03-27 16:17:08,191 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7624 +[2025-03-27 16:17:08,243 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6633 +[2025-03-27 16:17:08,281 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9603 +[2025-03-27 16:17:08,327 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1326 +[2025-03-27 16:17:08,372 INFO hook.py line 746 8122] Test: [73/78] Loss 1.3006 +[2025-03-27 16:17:08,409 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2659 +[2025-03-27 16:17:08,454 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2348 +[2025-03-27 16:17:08,480 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5081 +[2025-03-27 16:17:08,531 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3450 +[2025-03-27 16:17:08,556 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3505 +[2025-03-27 16:17:09,771 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:17:09,771 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:17:09,771 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] wall : 0.5996 0.9197 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] floor : 0.7705 0.9532 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] cabinet : 0.0799 0.0926 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] bed : 0.1495 0.1973 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] chair : 0.5006 0.7069 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] sofa : 0.1682 0.2074 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] table : 0.3013 0.4747 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] door : 0.1075 0.1220 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] window : 0.2092 0.2553 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] bookshelf : 0.0937 0.1059 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] picture : 0.2117 0.3727 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] counter : 0.0221 0.0242 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] desk : 0.0087 0.0091 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] curtain : 0.1517 0.1723 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] shower curtain : 0.1224 0.1456 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] toilet : 0.3325 0.5178 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] sink : 0.3206 0.4364 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] bathtub : 0.1027 0.1248 +[2025-03-27 16:17:09,771 INFO hook.py line 689 8122] otherfurniture : 0.1118 0.1289 +[2025-03-27 16:17:09,771 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:17:09,771 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2182/0.2984/0.6610. +[2025-03-27 16:17:09,772 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:17:09,794 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2182 +[2025-03-27 16:17:09,794 INFO misc.py line 164 8122] Currently Best mIoU: 0.2182 +[2025-03-27 16:17:09,794 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:17:28,028 INFO hook.py line 566 8122] Train: [33/100][50/300] Data 1.729 (0.083) Batch 1.823 (0.272) Remain 01:32:19 loss: 1.8103 Lr: 4.05749e-03 +[2025-03-27 16:17:38,804 INFO hook.py line 566 8122] Train: [33/100][100/300] Data 0.002 (0.078) Batch 0.114 (0.243) Remain 01:22:12 loss: 2.1143 Lr: 4.04669e-03 +[2025-03-27 16:17:50,412 INFO hook.py line 566 8122] Train: [33/100][150/300] Data 0.003 (0.083) Batch 0.117 (0.239) Remain 01:20:46 loss: 1.9164 Lr: 4.03585e-03 +[2025-03-27 16:18:01,420 INFO hook.py line 566 8122] Train: [33/100][200/300] Data 0.002 (0.075) Batch 0.117 (0.234) Remain 01:18:55 loss: 2.0456 Lr: 4.02495e-03 +[2025-03-27 16:18:12,720 INFO hook.py line 566 8122] Train: [33/100][250/300] Data 0.008 (0.068) Batch 0.214 (0.233) Remain 01:18:09 loss: 2.2392 Lr: 4.01401e-03 +[2025-03-27 16:18:21,718 INFO hook.py line 566 8122] Train: [33/100][300/300] Data 0.001 (0.060) Batch 0.080 (0.224) Remain 01:14:59 loss: 2.0279 Lr: 4.00302e-03 +[2025-03-27 16:18:21,719 INFO misc.py line 135 8122] Train result: loss: 2.0801 +[2025-03-27 16:18:21,749 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:18:34,921 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8719 +[2025-03-27 16:18:35,465 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5984 +[2025-03-27 16:18:35,503 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6986 +[2025-03-27 16:18:35,547 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2406 +[2025-03-27 16:18:35,578 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7484 +[2025-03-27 16:18:35,638 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8263 +[2025-03-27 16:18:35,685 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6680 +[2025-03-27 16:18:35,722 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0863 +[2025-03-27 16:18:35,774 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4188 +[2025-03-27 16:18:35,811 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3986 +[2025-03-27 16:18:35,862 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6655 +[2025-03-27 16:18:35,899 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4735 +[2025-03-27 16:18:35,967 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5782 +[2025-03-27 16:18:36,043 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1204 +[2025-03-27 16:18:36,083 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1370 +[2025-03-27 16:18:36,124 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1446 +[2025-03-27 16:18:36,159 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4187 +[2025-03-27 16:18:36,190 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9086 +[2025-03-27 16:18:36,231 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5827 +[2025-03-27 16:18:36,264 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4770 +[2025-03-27 16:18:36,297 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9948 +[2025-03-27 16:18:36,333 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9995 +[2025-03-27 16:18:36,360 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8596 +[2025-03-27 16:18:36,407 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6439 +[2025-03-27 16:18:36,445 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0356 +[2025-03-27 16:18:36,482 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4986 +[2025-03-27 16:18:36,533 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0241 +[2025-03-27 16:18:36,565 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2828 +[2025-03-27 16:18:36,592 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0857 +[2025-03-27 16:18:36,641 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5518 +[2025-03-27 16:18:36,696 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5201 +[2025-03-27 16:18:36,728 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2232 +[2025-03-27 16:18:36,775 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1422 +[2025-03-27 16:18:36,821 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7694 +[2025-03-27 16:18:36,860 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2084 +[2025-03-27 16:18:36,894 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6784 +[2025-03-27 16:18:36,930 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5455 +[2025-03-27 16:18:36,959 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2222 +[2025-03-27 16:18:37,016 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0625 +[2025-03-27 16:18:37,062 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1151 +[2025-03-27 16:18:37,101 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6376 +[2025-03-27 16:18:37,130 INFO hook.py line 746 8122] Test: [42/78] Loss 2.2809 +[2025-03-27 16:18:37,165 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8273 +[2025-03-27 16:18:37,226 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3701 +[2025-03-27 16:18:37,259 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1818 +[2025-03-27 16:18:37,304 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8186 +[2025-03-27 16:18:37,338 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9175 +[2025-03-27 16:18:37,368 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8985 +[2025-03-27 16:18:37,398 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3715 +[2025-03-27 16:18:37,426 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7385 +[2025-03-27 16:18:37,451 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1360 +[2025-03-27 16:18:37,481 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9601 +[2025-03-27 16:18:37,503 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1894 +[2025-03-27 16:18:37,533 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3033 +[2025-03-27 16:18:37,566 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9125 +[2025-03-27 16:18:37,601 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1494 +[2025-03-27 16:18:37,630 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8309 +[2025-03-27 16:18:37,653 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8126 +[2025-03-27 16:18:37,689 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4640 +[2025-03-27 16:18:37,718 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5746 +[2025-03-27 16:18:37,739 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5519 +[2025-03-27 16:18:37,769 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6345 +[2025-03-27 16:18:37,803 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6687 +[2025-03-27 16:18:37,854 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9706 +[2025-03-27 16:18:37,878 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2402 +[2025-03-27 16:18:37,915 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8558 +[2025-03-27 16:18:37,950 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5655 +[2025-03-27 16:18:37,979 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7277 +[2025-03-27 16:18:38,005 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7484 +[2025-03-27 16:18:38,057 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6626 +[2025-03-27 16:18:38,095 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9623 +[2025-03-27 16:18:38,142 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1264 +[2025-03-27 16:18:38,187 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2789 +[2025-03-27 16:18:38,226 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2898 +[2025-03-27 16:18:38,276 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2145 +[2025-03-27 16:18:38,307 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5116 +[2025-03-27 16:18:38,359 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3379 +[2025-03-27 16:18:38,383 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3271 +[2025-03-27 16:18:39,569 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:18:39,569 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:18:39,570 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] wall : 0.5978 0.9208 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] floor : 0.7670 0.9557 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] cabinet : 0.0708 0.0798 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] bed : 0.1413 0.1785 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] chair : 0.4983 0.6934 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] sofa : 0.1784 0.2289 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] table : 0.2968 0.4844 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] door : 0.1035 0.1173 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] window : 0.2040 0.2453 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] bookshelf : 0.0810 0.0892 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] picture : 0.2109 0.3694 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] counter : 0.0205 0.0224 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] desk : 0.0061 0.0063 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] curtain : 0.1415 0.1583 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] shower curtain : 0.1256 0.1516 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] toilet : 0.3261 0.5240 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] sink : 0.3131 0.4439 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] bathtub : 0.1010 0.1230 +[2025-03-27 16:18:39,570 INFO hook.py line 689 8122] otherfurniture : 0.1103 0.1268 +[2025-03-27 16:18:39,570 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:18:39,570 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2147/0.2960/0.6595. +[2025-03-27 16:18:39,571 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:18:39,592 INFO misc.py line 164 8122] Currently Best mIoU: 0.2182 +[2025-03-27 16:18:39,593 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:18:56,656 INFO hook.py line 566 8122] Train: [34/100][50/300] Data 0.008 (0.098) Batch 0.187 (0.230) Remain 01:16:47 loss: 2.1132 Lr: 3.99199e-03 +[2025-03-27 16:19:07,237 INFO hook.py line 566 8122] Train: [34/100][100/300] Data 0.003 (0.059) Batch 0.207 (0.220) Remain 01:13:28 loss: 2.1357 Lr: 3.98091e-03 +[2025-03-27 16:19:19,662 INFO hook.py line 566 8122] Train: [34/100][150/300] Data 0.002 (0.040) Batch 0.136 (0.230) Remain 01:16:27 loss: 2.0785 Lr: 3.96979e-03 +[2025-03-27 16:19:32,625 INFO hook.py line 566 8122] Train: [34/100][200/300] Data 0.001 (0.036) Batch 0.110 (0.237) Remain 01:18:44 loss: 2.1300 Lr: 3.95862e-03 +[2025-03-27 16:19:43,313 INFO hook.py line 566 8122] Train: [34/100][250/300] Data 0.006 (0.029) Batch 0.161 (0.233) Remain 01:16:57 loss: 1.8037 Lr: 3.94741e-03 +[2025-03-27 16:19:51,729 INFO hook.py line 566 8122] Train: [34/100][300/300] Data 0.000 (0.024) Batch 0.078 (0.222) Remain 01:13:11 loss: 2.0737 Lr: 3.93638e-03 +[2025-03-27 16:19:51,730 INFO misc.py line 135 8122] Train result: loss: 2.0908 +[2025-03-27 16:19:51,758 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:20:05,640 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8587 +[2025-03-27 16:20:05,680 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5757 +[2025-03-27 16:20:05,718 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6887 +[2025-03-27 16:20:05,764 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2377 +[2025-03-27 16:20:05,802 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7376 +[2025-03-27 16:20:05,855 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8199 +[2025-03-27 16:20:05,903 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6581 +[2025-03-27 16:20:05,928 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0872 +[2025-03-27 16:20:05,970 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4332 +[2025-03-27 16:20:06,016 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3622 +[2025-03-27 16:20:06,058 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6697 +[2025-03-27 16:20:06,098 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4782 +[2025-03-27 16:20:06,153 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5587 +[2025-03-27 16:20:06,190 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1225 +[2025-03-27 16:20:06,224 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1362 +[2025-03-27 16:20:06,276 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1599 +[2025-03-27 16:20:06,311 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4198 +[2025-03-27 16:20:06,344 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9077 +[2025-03-27 16:20:06,388 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5846 +[2025-03-27 16:20:06,421 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4842 +[2025-03-27 16:20:06,454 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0094 +[2025-03-27 16:20:06,491 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9997 +[2025-03-27 16:20:06,517 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8681 +[2025-03-27 16:20:06,560 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6408 +[2025-03-27 16:20:06,596 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0226 +[2025-03-27 16:20:06,632 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4966 +[2025-03-27 16:20:06,683 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0292 +[2025-03-27 16:20:06,716 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2873 +[2025-03-27 16:20:06,741 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1081 +[2025-03-27 16:20:06,792 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5526 +[2025-03-27 16:20:06,847 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5348 +[2025-03-27 16:20:06,886 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2217 +[2025-03-27 16:20:06,933 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1398 +[2025-03-27 16:20:06,965 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7488 +[2025-03-27 16:20:06,997 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2082 +[2025-03-27 16:20:07,038 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6758 +[2025-03-27 16:20:07,071 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5432 +[2025-03-27 16:20:07,099 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2362 +[2025-03-27 16:20:07,158 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0488 +[2025-03-27 16:20:07,202 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1190 +[2025-03-27 16:20:07,240 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6352 +[2025-03-27 16:20:07,270 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3043 +[2025-03-27 16:20:07,310 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8112 +[2025-03-27 16:20:07,362 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3724 +[2025-03-27 16:20:07,394 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1599 +[2025-03-27 16:20:07,434 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8181 +[2025-03-27 16:20:07,468 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9025 +[2025-03-27 16:20:07,498 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8983 +[2025-03-27 16:20:07,526 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3680 +[2025-03-27 16:20:07,554 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7318 +[2025-03-27 16:20:07,580 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1535 +[2025-03-27 16:20:07,610 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9667 +[2025-03-27 16:20:07,632 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1910 +[2025-03-27 16:20:07,663 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3156 +[2025-03-27 16:20:07,695 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9219 +[2025-03-27 16:20:07,731 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1489 +[2025-03-27 16:20:07,760 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8124 +[2025-03-27 16:20:07,783 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8089 +[2025-03-27 16:20:07,819 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4653 +[2025-03-27 16:20:07,847 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5753 +[2025-03-27 16:20:07,868 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5552 +[2025-03-27 16:20:07,897 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6328 +[2025-03-27 16:20:07,930 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6724 +[2025-03-27 16:20:07,981 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9679 +[2025-03-27 16:20:08,005 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2482 +[2025-03-27 16:20:08,042 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8378 +[2025-03-27 16:20:08,077 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5697 +[2025-03-27 16:20:08,105 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7200 +[2025-03-27 16:20:08,130 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7678 +[2025-03-27 16:20:08,181 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6505 +[2025-03-27 16:20:08,219 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9635 +[2025-03-27 16:20:08,265 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1343 +[2025-03-27 16:20:08,309 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2802 +[2025-03-27 16:20:08,345 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3033 +[2025-03-27 16:20:08,390 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2394 +[2025-03-27 16:20:08,414 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5065 +[2025-03-27 16:20:08,465 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3471 +[2025-03-27 16:20:08,488 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3504 +[2025-03-27 16:20:09,603 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:20:09,603 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:20:09,603 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] wall : 0.5993 0.9210 +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] floor : 0.7702 0.9533 +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] cabinet : 0.0816 0.0960 +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] bed : 0.1377 0.1680 +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] chair : 0.5005 0.6934 +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] sofa : 0.1803 0.2324 +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] table : 0.3002 0.4777 +[2025-03-27 16:20:09,603 INFO hook.py line 689 8122] door : 0.1116 0.1285 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] window : 0.2067 0.2518 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] bookshelf : 0.0834 0.0924 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] picture : 0.2126 0.3660 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] counter : 0.0214 0.0234 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] desk : 0.0081 0.0084 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] curtain : 0.1432 0.1608 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] shower curtain : 0.1285 0.1546 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] toilet : 0.3315 0.5197 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] sink : 0.3155 0.4532 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] bathtub : 0.1059 0.1307 +[2025-03-27 16:20:09,604 INFO hook.py line 689 8122] otherfurniture : 0.1196 0.1425 +[2025-03-27 16:20:09,604 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:20:09,604 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2179/0.2987/0.6606. +[2025-03-27 16:20:09,604 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:20:09,625 INFO misc.py line 164 8122] Currently Best mIoU: 0.2182 +[2025-03-27 16:20:09,625 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:20:26,677 INFO hook.py line 566 8122] Train: [35/100][50/300] Data 0.006 (0.004) Batch 1.087 (0.245) Remain 01:20:33 loss: 2.2508 Lr: 3.92508e-03 +[2025-03-27 16:20:38,063 INFO hook.py line 566 8122] Train: [35/100][100/300] Data 0.002 (0.007) Batch 0.118 (0.236) Remain 01:17:28 loss: 2.1702 Lr: 3.91374e-03 +[2025-03-27 16:20:49,409 INFO hook.py line 566 8122] Train: [35/100][150/300] Data 0.002 (0.006) Batch 0.143 (0.233) Remain 01:16:16 loss: 1.9987 Lr: 3.90235e-03 +[2025-03-27 16:21:01,761 INFO hook.py line 566 8122] Train: [35/100][200/300] Data 0.001 (0.005) Batch 0.163 (0.236) Remain 01:17:15 loss: 2.1937 Lr: 3.89093e-03 +[2025-03-27 16:21:12,957 INFO hook.py line 566 8122] Train: [35/100][250/300] Data 0.002 (0.005) Batch 0.203 (0.234) Remain 01:16:13 loss: 2.2422 Lr: 3.87946e-03 +[2025-03-27 16:21:20,831 INFO hook.py line 566 8122] Train: [35/100][300/300] Data 0.000 (0.004) Batch 0.080 (0.221) Remain 01:11:50 loss: 2.0980 Lr: 3.86794e-03 +[2025-03-27 16:21:20,832 INFO misc.py line 135 8122] Train result: loss: 2.0858 +[2025-03-27 16:21:20,860 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:21:34,318 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8676 +[2025-03-27 16:21:34,634 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5860 +[2025-03-27 16:21:34,680 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6776 +[2025-03-27 16:21:34,831 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2381 +[2025-03-27 16:21:34,860 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7379 +[2025-03-27 16:21:34,970 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8140 +[2025-03-27 16:21:35,017 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6592 +[2025-03-27 16:21:35,051 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0906 +[2025-03-27 16:21:35,096 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4310 +[2025-03-27 16:21:35,126 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3653 +[2025-03-27 16:21:35,175 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6723 +[2025-03-27 16:21:35,207 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4785 +[2025-03-27 16:21:35,250 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5603 +[2025-03-27 16:21:35,286 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1266 +[2025-03-27 16:21:35,320 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1236 +[2025-03-27 16:21:35,363 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1535 +[2025-03-27 16:21:35,398 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4268 +[2025-03-27 16:21:35,430 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8975 +[2025-03-27 16:21:35,478 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5797 +[2025-03-27 16:21:35,517 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4836 +[2025-03-27 16:21:35,549 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0081 +[2025-03-27 16:21:35,588 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0075 +[2025-03-27 16:21:35,623 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8393 +[2025-03-27 16:21:35,663 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6357 +[2025-03-27 16:21:35,700 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0245 +[2025-03-27 16:21:35,735 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5041 +[2025-03-27 16:21:35,783 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0322 +[2025-03-27 16:21:35,815 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3013 +[2025-03-27 16:21:35,842 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1077 +[2025-03-27 16:21:35,895 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5586 +[2025-03-27 16:21:35,949 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5312 +[2025-03-27 16:21:35,981 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2419 +[2025-03-27 16:21:36,028 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1492 +[2025-03-27 16:21:36,062 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7575 +[2025-03-27 16:21:36,095 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2191 +[2025-03-27 16:21:36,129 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6844 +[2025-03-27 16:21:36,166 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5516 +[2025-03-27 16:21:36,200 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2336 +[2025-03-27 16:21:36,256 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0573 +[2025-03-27 16:21:36,298 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1219 +[2025-03-27 16:21:36,337 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6381 +[2025-03-27 16:21:36,361 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3115 +[2025-03-27 16:21:36,391 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8205 +[2025-03-27 16:21:36,444 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3743 +[2025-03-27 16:21:36,475 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1716 +[2025-03-27 16:21:36,521 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8179 +[2025-03-27 16:21:36,553 INFO hook.py line 746 8122] Test: [47/78] Loss 1.8955 +[2025-03-27 16:21:36,584 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9034 +[2025-03-27 16:21:36,612 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3850 +[2025-03-27 16:21:36,639 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7237 +[2025-03-27 16:21:36,663 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1321 +[2025-03-27 16:21:36,694 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9445 +[2025-03-27 16:21:36,715 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2052 +[2025-03-27 16:21:36,745 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2798 +[2025-03-27 16:21:36,777 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9211 +[2025-03-27 16:21:36,812 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1593 +[2025-03-27 16:21:36,841 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8248 +[2025-03-27 16:21:36,864 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8112 +[2025-03-27 16:21:36,900 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4644 +[2025-03-27 16:21:36,930 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5849 +[2025-03-27 16:21:36,951 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5736 +[2025-03-27 16:21:36,980 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6362 +[2025-03-27 16:21:37,013 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6622 +[2025-03-27 16:21:37,064 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9788 +[2025-03-27 16:21:37,089 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2078 +[2025-03-27 16:21:37,124 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8465 +[2025-03-27 16:21:37,160 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5785 +[2025-03-27 16:21:37,188 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7117 +[2025-03-27 16:21:37,214 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7652 +[2025-03-27 16:21:37,265 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6534 +[2025-03-27 16:21:37,303 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9828 +[2025-03-27 16:21:37,350 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1393 +[2025-03-27 16:21:37,394 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2882 +[2025-03-27 16:21:37,430 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2701 +[2025-03-27 16:21:37,475 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2337 +[2025-03-27 16:21:37,500 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5047 +[2025-03-27 16:21:37,551 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3513 +[2025-03-27 16:21:37,576 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3437 +[2025-03-27 16:21:38,724 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:21:38,724 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:21:38,724 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] wall : 0.6005 0.9189 +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] floor : 0.7693 0.9541 +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] cabinet : 0.0810 0.0944 +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] bed : 0.1494 0.1980 +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] chair : 0.5002 0.6999 +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] sofa : 0.1716 0.2142 +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] table : 0.2994 0.4753 +[2025-03-27 16:21:38,725 INFO hook.py line 689 8122] door : 0.1133 0.1306 +[2025-03-27 16:21:38,726 INFO hook.py line 689 8122] window : 0.2078 0.2531 +[2025-03-27 16:21:38,726 INFO hook.py line 689 8122] bookshelf : 0.0767 0.0839 +[2025-03-27 16:21:38,726 INFO hook.py line 689 8122] picture : 0.2120 0.3671 +[2025-03-27 16:21:38,726 INFO hook.py line 689 8122] counter : 0.0250 0.0279 +[2025-03-27 16:21:38,726 INFO hook.py line 689 8122] desk : 0.0080 0.0083 +[2025-03-27 16:21:38,726 INFO hook.py line 689 8122] curtain : 0.1507 0.1709 +[2025-03-27 16:21:38,726 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 16:21:38,727 INFO hook.py line 689 8122] shower curtain : 0.1322 0.1606 +[2025-03-27 16:21:38,727 INFO hook.py line 689 8122] toilet : 0.3286 0.5279 +[2025-03-27 16:21:38,727 INFO hook.py line 689 8122] sink : 0.3182 0.4436 +[2025-03-27 16:21:38,727 INFO hook.py line 689 8122] bathtub : 0.1061 0.1299 +[2025-03-27 16:21:38,727 INFO hook.py line 689 8122] otherfurniture : 0.1140 0.1329 +[2025-03-27 16:21:38,727 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:21:38,727 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2182/0.2996/0.6606. +[2025-03-27 16:21:38,728 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:21:38,753 INFO misc.py line 164 8122] Currently Best mIoU: 0.2182 +[2025-03-27 16:21:38,753 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:21:55,112 INFO hook.py line 566 8122] Train: [36/100][50/300] Data 0.573 (0.062) Batch 0.672 (0.234) Remain 01:15:55 loss: 2.0772 Lr: 3.85639e-03 +[2025-03-27 16:22:08,116 INFO hook.py line 566 8122] Train: [36/100][100/300] Data 0.002 (0.048) Batch 0.108 (0.248) Remain 01:20:02 loss: 1.9972 Lr: 3.84480e-03 +[2025-03-27 16:22:18,431 INFO hook.py line 566 8122] Train: [36/100][150/300] Data 0.002 (0.033) Batch 0.211 (0.234) Remain 01:15:18 loss: 1.9997 Lr: 3.83316e-03 +[2025-03-27 16:22:30,630 INFO hook.py line 566 8122] Train: [36/100][200/300] Data 0.002 (0.025) Batch 0.096 (0.236) Remain 01:15:58 loss: 2.0661 Lr: 3.82149e-03 +[2025-03-27 16:22:42,876 INFO hook.py line 566 8122] Train: [36/100][250/300] Data 0.002 (0.021) Batch 0.133 (0.238) Remain 01:16:20 loss: 2.0066 Lr: 3.80977e-03 +[2025-03-27 16:22:50,822 INFO hook.py line 566 8122] Train: [36/100][300/300] Data 0.001 (0.019) Batch 0.081 (0.225) Remain 01:11:53 loss: 1.9148 Lr: 3.79802e-03 +[2025-03-27 16:22:50,823 INFO misc.py line 135 8122] Train result: loss: 2.0878 +[2025-03-27 16:22:50,853 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:23:04,049 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8852 +[2025-03-27 16:23:04,119 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5950 +[2025-03-27 16:23:04,174 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6866 +[2025-03-27 16:23:04,475 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2468 +[2025-03-27 16:23:04,513 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7387 +[2025-03-27 16:23:04,570 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8161 +[2025-03-27 16:23:04,888 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6617 +[2025-03-27 16:23:04,912 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1032 +[2025-03-27 16:23:04,959 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4291 +[2025-03-27 16:23:05,000 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3695 +[2025-03-27 16:23:05,127 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6593 +[2025-03-27 16:23:05,155 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4823 +[2025-03-27 16:23:05,199 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5477 +[2025-03-27 16:23:05,232 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1118 +[2025-03-27 16:23:05,713 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1194 +[2025-03-27 16:23:05,753 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1363 +[2025-03-27 16:23:05,788 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4263 +[2025-03-27 16:23:05,820 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8927 +[2025-03-27 16:23:05,860 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5871 +[2025-03-27 16:23:05,894 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4709 +[2025-03-27 16:23:05,927 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0080 +[2025-03-27 16:23:05,968 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0070 +[2025-03-27 16:23:05,997 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8418 +[2025-03-27 16:23:06,037 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6415 +[2025-03-27 16:23:06,075 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0311 +[2025-03-27 16:23:06,111 INFO hook.py line 746 8122] Test: [26/78] Loss 1.5042 +[2025-03-27 16:23:06,167 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0317 +[2025-03-27 16:23:06,201 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2572 +[2025-03-27 16:23:06,235 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1028 +[2025-03-27 16:23:06,285 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5564 +[2025-03-27 16:23:06,340 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5136 +[2025-03-27 16:23:06,375 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2107 +[2025-03-27 16:23:06,423 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1549 +[2025-03-27 16:23:06,457 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7764 +[2025-03-27 16:23:06,489 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2207 +[2025-03-27 16:23:06,532 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6909 +[2025-03-27 16:23:06,568 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5538 +[2025-03-27 16:23:06,596 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2268 +[2025-03-27 16:23:06,653 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0683 +[2025-03-27 16:23:06,698 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1170 +[2025-03-27 16:23:06,737 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6573 +[2025-03-27 16:23:06,763 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3250 +[2025-03-27 16:23:06,799 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8401 +[2025-03-27 16:23:06,851 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3889 +[2025-03-27 16:23:06,885 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1844 +[2025-03-27 16:23:06,931 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8195 +[2025-03-27 16:23:06,966 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9115 +[2025-03-27 16:23:06,996 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9039 +[2025-03-27 16:23:07,024 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3549 +[2025-03-27 16:23:07,051 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7264 +[2025-03-27 16:23:07,076 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1545 +[2025-03-27 16:23:07,107 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9499 +[2025-03-27 16:23:07,130 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2060 +[2025-03-27 16:23:07,160 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2737 +[2025-03-27 16:23:07,193 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9182 +[2025-03-27 16:23:07,229 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1618 +[2025-03-27 16:23:07,258 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8377 +[2025-03-27 16:23:07,281 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8185 +[2025-03-27 16:23:07,317 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4644 +[2025-03-27 16:23:07,346 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5873 +[2025-03-27 16:23:07,368 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5279 +[2025-03-27 16:23:07,399 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6473 +[2025-03-27 16:23:07,432 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6702 +[2025-03-27 16:23:07,483 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9803 +[2025-03-27 16:23:07,508 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2107 +[2025-03-27 16:23:07,544 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8616 +[2025-03-27 16:23:07,580 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5726 +[2025-03-27 16:23:07,610 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7135 +[2025-03-27 16:23:07,635 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7595 +[2025-03-27 16:23:07,686 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6544 +[2025-03-27 16:23:07,724 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9646 +[2025-03-27 16:23:07,772 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1414 +[2025-03-27 16:23:07,818 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2917 +[2025-03-27 16:23:07,854 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2555 +[2025-03-27 16:23:07,899 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2218 +[2025-03-27 16:23:07,923 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5044 +[2025-03-27 16:23:07,975 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3607 +[2025-03-27 16:23:08,000 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3402 +[2025-03-27 16:23:09,199 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:23:09,199 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:23:09,199 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] wall : 0.6023 0.9148 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] floor : 0.7652 0.9560 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] cabinet : 0.0823 0.0956 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] bed : 0.1508 0.2030 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] chair : 0.4975 0.7115 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] sofa : 0.1670 0.2062 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] table : 0.2978 0.4647 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] door : 0.1082 0.1229 +[2025-03-27 16:23:09,200 INFO hook.py line 689 8122] window : 0.2119 0.2597 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] bookshelf : 0.0854 0.0947 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] picture : 0.2129 0.3794 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] counter : 0.0293 0.0333 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] desk : 0.0077 0.0080 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] curtain : 0.1473 0.1659 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] shower curtain : 0.1292 0.1543 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] toilet : 0.3304 0.5201 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] sink : 0.3177 0.4435 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] bathtub : 0.1053 0.1268 +[2025-03-27 16:23:09,201 INFO hook.py line 689 8122] otherfurniture : 0.1124 0.1300 +[2025-03-27 16:23:09,201 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:23:09,202 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2180/0.2995/0.6605. +[2025-03-27 16:23:09,202 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:23:09,225 INFO misc.py line 164 8122] Currently Best mIoU: 0.2182 +[2025-03-27 16:23:09,225 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:23:25,989 INFO hook.py line 566 8122] Train: [37/100][50/300] Data 0.009 (0.003) Batch 0.221 (0.222) Remain 01:10:47 loss: 2.1116 Lr: 3.78622e-03 +[2025-03-27 16:23:37,569 INFO hook.py line 566 8122] Train: [37/100][100/300] Data 0.009 (0.031) Batch 0.190 (0.227) Remain 01:12:12 loss: 1.8928 Lr: 3.77439e-03 +[2025-03-27 16:23:49,435 INFO hook.py line 566 8122] Train: [37/100][150/300] Data 0.606 (0.039) Batch 0.855 (0.230) Remain 01:13:09 loss: 2.0354 Lr: 3.76251e-03 +[2025-03-27 16:24:01,323 INFO hook.py line 566 8122] Train: [37/100][200/300] Data 0.005 (0.044) Batch 0.148 (0.232) Remain 01:13:33 loss: 1.8199 Lr: 3.75060e-03 +[2025-03-27 16:24:13,320 INFO hook.py line 566 8122] Train: [37/100][250/300] Data 0.002 (0.037) Batch 0.257 (0.234) Remain 01:13:50 loss: 2.1935 Lr: 3.73865e-03 +[2025-03-27 16:24:21,355 INFO hook.py line 566 8122] Train: [37/100][300/300] Data 0.153 (0.037) Batch 0.231 (0.222) Remain 01:09:46 loss: 2.0128 Lr: 3.72667e-03 +[2025-03-27 16:24:21,355 INFO misc.py line 135 8122] Train result: loss: 2.0791 +[2025-03-27 16:24:21,391 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:24:34,922 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8390 +[2025-03-27 16:24:34,978 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5719 +[2025-03-27 16:24:35,526 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6918 +[2025-03-27 16:24:35,569 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2411 +[2025-03-27 16:24:35,605 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7395 +[2025-03-27 16:24:35,654 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8205 +[2025-03-27 16:24:35,701 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6420 +[2025-03-27 16:24:35,736 INFO hook.py line 746 8122] Test: [8/78] Loss 1.1040 +[2025-03-27 16:24:35,776 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4375 +[2025-03-27 16:24:35,806 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3803 +[2025-03-27 16:24:35,848 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6666 +[2025-03-27 16:24:35,877 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4774 +[2025-03-27 16:24:35,922 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5654 +[2025-03-27 16:24:35,965 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1230 +[2025-03-27 16:24:35,999 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1381 +[2025-03-27 16:24:36,040 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1629 +[2025-03-27 16:24:36,079 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4157 +[2025-03-27 16:24:36,110 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9075 +[2025-03-27 16:24:36,153 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5911 +[2025-03-27 16:24:36,190 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4879 +[2025-03-27 16:24:36,233 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0171 +[2025-03-27 16:24:36,269 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0049 +[2025-03-27 16:24:36,295 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8713 +[2025-03-27 16:24:36,350 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6268 +[2025-03-27 16:24:36,386 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0090 +[2025-03-27 16:24:36,421 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4872 +[2025-03-27 16:24:36,468 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0340 +[2025-03-27 16:24:36,499 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2792 +[2025-03-27 16:24:36,529 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1065 +[2025-03-27 16:24:36,579 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5613 +[2025-03-27 16:24:36,633 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5396 +[2025-03-27 16:24:36,668 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2108 +[2025-03-27 16:24:36,715 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1347 +[2025-03-27 16:24:36,748 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7615 +[2025-03-27 16:24:36,781 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2120 +[2025-03-27 16:24:36,817 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6601 +[2025-03-27 16:24:36,858 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5570 +[2025-03-27 16:24:36,890 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2464 +[2025-03-27 16:24:36,949 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0670 +[2025-03-27 16:24:36,992 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1196 +[2025-03-27 16:24:37,037 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6347 +[2025-03-27 16:24:37,062 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3223 +[2025-03-27 16:24:37,096 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7880 +[2025-03-27 16:24:37,151 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3823 +[2025-03-27 16:24:37,185 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1540 +[2025-03-27 16:24:37,228 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8074 +[2025-03-27 16:24:37,263 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9236 +[2025-03-27 16:24:37,292 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8892 +[2025-03-27 16:24:37,321 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3411 +[2025-03-27 16:24:37,348 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7341 +[2025-03-27 16:24:37,373 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1776 +[2025-03-27 16:24:37,404 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9596 +[2025-03-27 16:24:37,425 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1880 +[2025-03-27 16:24:37,455 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3032 +[2025-03-27 16:24:37,488 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9227 +[2025-03-27 16:24:37,524 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1447 +[2025-03-27 16:24:37,553 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8052 +[2025-03-27 16:24:37,576 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8034 +[2025-03-27 16:24:37,612 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4595 +[2025-03-27 16:24:37,641 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5767 +[2025-03-27 16:24:37,662 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5340 +[2025-03-27 16:24:37,692 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6279 +[2025-03-27 16:24:37,725 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6737 +[2025-03-27 16:24:37,775 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9606 +[2025-03-27 16:24:37,800 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2580 +[2025-03-27 16:24:37,837 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8313 +[2025-03-27 16:24:37,872 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5741 +[2025-03-27 16:24:37,901 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7218 +[2025-03-27 16:24:37,927 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7701 +[2025-03-27 16:24:37,978 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6635 +[2025-03-27 16:24:38,016 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9646 +[2025-03-27 16:24:38,063 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1448 +[2025-03-27 16:24:38,107 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2820 +[2025-03-27 16:24:38,143 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2928 +[2025-03-27 16:24:38,188 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2472 +[2025-03-27 16:24:38,212 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5044 +[2025-03-27 16:24:38,264 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3408 +[2025-03-27 16:24:38,288 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3538 +[2025-03-27 16:24:39,476 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:24:39,477 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:24:39,477 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] wall : 0.5974 0.9221 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] floor : 0.7708 0.9529 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] cabinet : 0.0831 0.0979 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] bed : 0.1415 0.1741 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] chair : 0.5015 0.6951 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] sofa : 0.1740 0.2194 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] table : 0.3013 0.4701 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] door : 0.0974 0.1090 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] window : 0.2124 0.2616 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] bookshelf : 0.0871 0.0973 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] picture : 0.2134 0.3697 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] counter : 0.0236 0.0260 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] desk : 0.0148 0.0160 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] curtain : 0.1246 0.1362 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] shower curtain : 0.1418 0.1774 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] toilet : 0.3265 0.5402 +[2025-03-27 16:24:39,477 INFO hook.py line 689 8122] sink : 0.3190 0.4403 +[2025-03-27 16:24:39,478 INFO hook.py line 689 8122] bathtub : 0.1091 0.1364 +[2025-03-27 16:24:39,478 INFO hook.py line 689 8122] otherfurniture : 0.1209 0.1449 +[2025-03-27 16:24:39,478 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:24:39,478 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2180/0.2993/0.6602. +[2025-03-27 16:24:39,478 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:24:39,502 INFO misc.py line 164 8122] Currently Best mIoU: 0.2182 +[2025-03-27 16:24:39,503 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:24:56,574 INFO hook.py line 566 8122] Train: [38/100][50/300] Data 0.004 (0.015) Batch 0.182 (0.248) Remain 01:17:47 loss: 2.0875 Lr: 3.71464e-03 +[2025-03-27 16:25:08,836 INFO hook.py line 566 8122] Train: [38/100][100/300] Data 0.001 (0.032) Batch 0.113 (0.246) Remain 01:17:12 loss: 1.9772 Lr: 3.70258e-03 +[2025-03-27 16:25:18,977 INFO hook.py line 566 8122] Train: [38/100][150/300] Data 0.006 (0.037) Batch 0.214 (0.232) Remain 01:12:21 loss: 2.1812 Lr: 3.69048e-03 +[2025-03-27 16:25:30,835 INFO hook.py line 566 8122] Train: [38/100][200/300] Data 0.003 (0.045) Batch 0.186 (0.233) Remain 01:12:36 loss: 2.2955 Lr: 3.67835e-03 +[2025-03-27 16:25:43,295 INFO hook.py line 566 8122] Train: [38/100][250/300] Data 0.009 (0.053) Batch 0.129 (0.236) Remain 01:13:26 loss: 1.8653 Lr: 3.66618e-03 +[2025-03-27 16:25:50,876 INFO hook.py line 566 8122] Train: [38/100][300/300] Data 0.000 (0.053) Batch 0.075 (0.222) Remain 01:08:49 loss: 2.2396 Lr: 3.65398e-03 +[2025-03-27 16:25:50,876 INFO misc.py line 135 8122] Train result: loss: 2.0816 +[2025-03-27 16:25:50,911 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:26:03,498 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8511 +[2025-03-27 16:26:04,790 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5628 +[2025-03-27 16:26:04,822 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6872 +[2025-03-27 16:26:04,867 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2417 +[2025-03-27 16:26:04,896 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7217 +[2025-03-27 16:26:04,943 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8246 +[2025-03-27 16:26:04,991 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6482 +[2025-03-27 16:26:05,015 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0935 +[2025-03-27 16:26:05,057 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4322 +[2025-03-27 16:26:05,086 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3621 +[2025-03-27 16:26:05,133 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6575 +[2025-03-27 16:26:05,162 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4728 +[2025-03-27 16:26:05,205 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5500 +[2025-03-27 16:26:05,240 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1055 +[2025-03-27 16:26:05,274 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1383 +[2025-03-27 16:26:05,315 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1525 +[2025-03-27 16:26:05,350 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4148 +[2025-03-27 16:26:05,380 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9280 +[2025-03-27 16:26:05,430 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5872 +[2025-03-27 16:26:05,460 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4579 +[2025-03-27 16:26:05,496 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0097 +[2025-03-27 16:26:05,532 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9972 +[2025-03-27 16:26:05,560 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8734 +[2025-03-27 16:26:05,600 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6387 +[2025-03-27 16:26:05,636 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0028 +[2025-03-27 16:26:05,676 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4870 +[2025-03-27 16:26:05,723 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0268 +[2025-03-27 16:26:05,754 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2760 +[2025-03-27 16:26:05,782 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1012 +[2025-03-27 16:26:05,830 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5386 +[2025-03-27 16:26:05,885 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5286 +[2025-03-27 16:26:05,919 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2338 +[2025-03-27 16:26:05,967 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1421 +[2025-03-27 16:26:06,001 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7504 +[2025-03-27 16:26:06,034 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2125 +[2025-03-27 16:26:06,070 INFO hook.py line 746 8122] Test: [36/78] Loss 1.7003 +[2025-03-27 16:26:06,104 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5342 +[2025-03-27 16:26:06,131 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2328 +[2025-03-27 16:26:06,187 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0532 +[2025-03-27 16:26:06,231 INFO hook.py line 746 8122] Test: [40/78] Loss 2.0947 +[2025-03-27 16:26:06,270 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6361 +[2025-03-27 16:26:06,294 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3276 +[2025-03-27 16:26:06,330 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8025 +[2025-03-27 16:26:06,386 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3789 +[2025-03-27 16:26:06,415 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1602 +[2025-03-27 16:26:06,458 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8121 +[2025-03-27 16:26:06,492 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9044 +[2025-03-27 16:26:06,523 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9040 +[2025-03-27 16:26:06,551 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3684 +[2025-03-27 16:26:06,578 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7285 +[2025-03-27 16:26:06,603 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1582 +[2025-03-27 16:26:06,634 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9686 +[2025-03-27 16:26:06,655 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1906 +[2025-03-27 16:26:06,685 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2952 +[2025-03-27 16:26:06,718 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9224 +[2025-03-27 16:26:06,753 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1534 +[2025-03-27 16:26:06,781 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8280 +[2025-03-27 16:26:06,804 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7969 +[2025-03-27 16:26:06,840 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4651 +[2025-03-27 16:26:06,869 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5815 +[2025-03-27 16:26:06,890 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5538 +[2025-03-27 16:26:06,920 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6259 +[2025-03-27 16:26:06,952 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6742 +[2025-03-27 16:26:07,003 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9716 +[2025-03-27 16:26:07,027 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2542 +[2025-03-27 16:26:07,063 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8568 +[2025-03-27 16:26:07,098 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5846 +[2025-03-27 16:26:07,127 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7197 +[2025-03-27 16:26:07,152 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7616 +[2025-03-27 16:26:07,203 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6562 +[2025-03-27 16:26:07,242 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9708 +[2025-03-27 16:26:07,289 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1397 +[2025-03-27 16:26:07,334 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2789 +[2025-03-27 16:26:07,370 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2912 +[2025-03-27 16:26:07,415 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2324 +[2025-03-27 16:26:07,440 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4864 +[2025-03-27 16:26:07,492 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3489 +[2025-03-27 16:26:07,520 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3335 +[2025-03-27 16:26:08,694 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:26:08,694 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:26:08,694 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] wall : 0.6019 0.9157 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] floor : 0.7667 0.9555 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] cabinet : 0.0876 0.1043 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] bed : 0.1364 0.1654 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] chair : 0.5014 0.6989 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] sofa : 0.1702 0.2119 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] table : 0.2988 0.4741 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] door : 0.1121 0.1284 +[2025-03-27 16:26:08,695 INFO hook.py line 689 8122] window : 0.2184 0.2723 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] bookshelf : 0.0784 0.0861 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] picture : 0.2130 0.3852 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] counter : 0.0259 0.0290 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] desk : 0.0062 0.0064 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] curtain : 0.1279 0.1399 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] shower curtain : 0.1447 0.1820 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] toilet : 0.3373 0.5203 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] sink : 0.3182 0.4479 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] bathtub : 0.1116 0.1398 +[2025-03-27 16:26:08,696 INFO hook.py line 689 8122] otherfurniture : 0.1271 0.1571 +[2025-03-27 16:26:08,697 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:26:08,697 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2192/0.3010/0.6607. +[2025-03-27 16:26:08,697 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:26:08,724 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2192 +[2025-03-27 16:26:08,724 INFO misc.py line 164 8122] Currently Best mIoU: 0.2192 +[2025-03-27 16:26:08,724 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:26:24,945 INFO hook.py line 566 8122] Train: [39/100][50/300] Data 0.163 (0.024) Batch 0.418 (0.221) Remain 01:08:20 loss: 2.0898 Lr: 3.64174e-03 +[2025-03-27 16:26:36,888 INFO hook.py line 566 8122] Train: [39/100][100/300] Data 0.380 (0.033) Batch 0.595 (0.230) Remain 01:10:59 loss: 2.3004 Lr: 3.62946e-03 +[2025-03-27 16:26:49,477 INFO hook.py line 566 8122] Train: [39/100][150/300] Data 0.001 (0.041) Batch 0.109 (0.238) Remain 01:13:03 loss: 1.7393 Lr: 3.61715e-03 +[2025-03-27 16:26:59,750 INFO hook.py line 566 8122] Train: [39/100][200/300] Data 0.006 (0.039) Batch 0.221 (0.229) Remain 01:10:21 loss: 2.0586 Lr: 3.60481e-03 +[2025-03-27 16:27:11,654 INFO hook.py line 566 8122] Train: [39/100][250/300] Data 0.002 (0.044) Batch 0.112 (0.231) Remain 01:10:41 loss: 2.3167 Lr: 3.59243e-03 +[2025-03-27 16:27:20,201 INFO hook.py line 566 8122] Train: [39/100][300/300] Data 0.001 (0.044) Batch 0.070 (0.221) Remain 01:07:24 loss: 2.6362 Lr: 3.58003e-03 +[2025-03-27 16:27:20,202 INFO misc.py line 135 8122] Train result: loss: 2.0834 +[2025-03-27 16:27:20,233 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:27:33,909 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8302 +[2025-03-27 16:27:34,210 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5793 +[2025-03-27 16:27:34,245 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6883 +[2025-03-27 16:27:34,294 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2525 +[2025-03-27 16:27:34,333 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7232 +[2025-03-27 16:27:34,383 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8164 +[2025-03-27 16:27:34,430 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6584 +[2025-03-27 16:27:34,466 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0973 +[2025-03-27 16:27:34,507 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4378 +[2025-03-27 16:27:34,537 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3393 +[2025-03-27 16:27:34,581 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6782 +[2025-03-27 16:27:34,611 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4837 +[2025-03-27 16:27:34,655 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5686 +[2025-03-27 16:27:34,822 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1438 +[2025-03-27 16:27:34,856 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1312 +[2025-03-27 16:27:34,897 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1711 +[2025-03-27 16:27:34,932 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4204 +[2025-03-27 16:27:34,963 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9077 +[2025-03-27 16:27:35,005 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5761 +[2025-03-27 16:27:35,037 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4865 +[2025-03-27 16:27:35,071 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0134 +[2025-03-27 16:27:35,112 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0058 +[2025-03-27 16:27:35,143 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8636 +[2025-03-27 16:27:35,187 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6358 +[2025-03-27 16:27:35,230 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0084 +[2025-03-27 16:27:35,269 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4849 +[2025-03-27 16:27:35,316 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0351 +[2025-03-27 16:27:35,349 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2990 +[2025-03-27 16:27:35,379 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1126 +[2025-03-27 16:27:35,431 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5478 +[2025-03-27 16:27:35,485 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5481 +[2025-03-27 16:27:35,518 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2409 +[2025-03-27 16:27:35,566 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1328 +[2025-03-27 16:27:35,600 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7462 +[2025-03-27 16:27:35,632 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2054 +[2025-03-27 16:27:35,672 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6852 +[2025-03-27 16:27:35,709 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5366 +[2025-03-27 16:27:35,742 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2416 +[2025-03-27 16:27:35,799 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0560 +[2025-03-27 16:27:35,842 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1174 +[2025-03-27 16:27:35,887 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6464 +[2025-03-27 16:27:35,917 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3345 +[2025-03-27 16:27:35,948 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7928 +[2025-03-27 16:27:36,000 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3815 +[2025-03-27 16:27:36,027 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1491 +[2025-03-27 16:27:36,072 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7895 +[2025-03-27 16:27:36,106 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9047 +[2025-03-27 16:27:36,136 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9117 +[2025-03-27 16:27:36,164 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3805 +[2025-03-27 16:27:36,191 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7270 +[2025-03-27 16:27:36,216 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1426 +[2025-03-27 16:27:36,247 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9448 +[2025-03-27 16:27:36,269 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1867 +[2025-03-27 16:27:36,300 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2769 +[2025-03-27 16:27:36,332 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9354 +[2025-03-27 16:27:36,368 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1461 +[2025-03-27 16:27:36,397 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8193 +[2025-03-27 16:27:36,420 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8020 +[2025-03-27 16:27:36,456 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4708 +[2025-03-27 16:27:36,486 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5793 +[2025-03-27 16:27:36,508 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5699 +[2025-03-27 16:27:36,538 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6229 +[2025-03-27 16:27:36,571 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6613 +[2025-03-27 16:27:36,622 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9742 +[2025-03-27 16:27:36,648 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2156 +[2025-03-27 16:27:36,685 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8459 +[2025-03-27 16:27:36,721 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5787 +[2025-03-27 16:27:36,751 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7171 +[2025-03-27 16:27:36,777 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7728 +[2025-03-27 16:27:36,840 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6512 +[2025-03-27 16:27:36,879 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9790 +[2025-03-27 16:27:36,926 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1408 +[2025-03-27 16:27:36,972 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2757 +[2025-03-27 16:27:37,009 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2594 +[2025-03-27 16:27:37,054 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2515 +[2025-03-27 16:27:37,079 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5178 +[2025-03-27 16:27:37,130 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3586 +[2025-03-27 16:27:37,155 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3546 +[2025-03-27 16:27:38,242 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:27:38,242 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:27:38,243 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] wall : 0.5996 0.9191 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] floor : 0.7688 0.9544 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] cabinet : 0.0856 0.1016 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] bed : 0.1484 0.1927 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] chair : 0.5019 0.6915 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] sofa : 0.1731 0.2172 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] table : 0.3011 0.4658 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] door : 0.1106 0.1266 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] window : 0.2064 0.2501 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] bookshelf : 0.0804 0.0885 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] picture : 0.2126 0.3777 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] counter : 0.0321 0.0369 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] desk : 0.0099 0.0104 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] curtain : 0.1391 0.1551 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] shower curtain : 0.1436 0.1811 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] toilet : 0.3302 0.5427 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] sink : 0.3218 0.4458 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] bathtub : 0.1145 0.1441 +[2025-03-27 16:27:38,243 INFO hook.py line 689 8122] otherfurniture : 0.1228 0.1483 +[2025-03-27 16:27:38,243 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:27:38,243 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2201/0.3025/0.6605. +[2025-03-27 16:27:38,243 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:27:38,264 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2201 +[2025-03-27 16:27:38,264 INFO misc.py line 164 8122] Currently Best mIoU: 0.2201 +[2025-03-27 16:27:38,264 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:27:54,757 INFO hook.py line 566 8122] Train: [40/100][50/300] Data 0.006 (0.005) Batch 0.242 (0.235) Remain 01:11:21 loss: 2.0913 Lr: 3.56758e-03 +[2025-03-27 16:28:06,301 INFO hook.py line 566 8122] Train: [40/100][100/300] Data 0.003 (0.005) Batch 0.188 (0.233) Remain 01:10:34 loss: 1.8792 Lr: 3.55511e-03 +[2025-03-27 16:28:18,461 INFO hook.py line 566 8122] Train: [40/100][150/300] Data 0.006 (0.006) Batch 0.928 (0.236) Remain 01:11:28 loss: 2.1481 Lr: 3.54260e-03 +[2025-03-27 16:28:30,711 INFO hook.py line 566 8122] Train: [40/100][200/300] Data 0.002 (0.005) Batch 0.208 (0.238) Remain 01:11:56 loss: 2.0608 Lr: 3.53006e-03 +[2025-03-27 16:28:43,086 INFO hook.py line 566 8122] Train: [40/100][250/300] Data 0.001 (0.007) Batch 0.103 (0.240) Remain 01:12:17 loss: 2.1656 Lr: 3.51749e-03 +[2025-03-27 16:28:51,539 INFO hook.py line 566 8122] Train: [40/100][300/300] Data 0.000 (0.013) Batch 0.070 (0.228) Remain 01:08:29 loss: 2.2103 Lr: 3.50489e-03 +[2025-03-27 16:28:51,539 INFO misc.py line 135 8122] Train result: loss: 2.0991 +[2025-03-27 16:28:51,575 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:29:04,538 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8447 +[2025-03-27 16:29:04,983 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5897 +[2025-03-27 16:29:05,288 INFO hook.py line 746 8122] Test: [3/78] Loss 1.7038 +[2025-03-27 16:29:05,707 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2416 +[2025-03-27 16:29:05,742 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7446 +[2025-03-27 16:29:05,788 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8339 +[2025-03-27 16:29:05,837 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6626 +[2025-03-27 16:29:05,869 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0921 +[2025-03-27 16:29:05,908 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4222 +[2025-03-27 16:29:05,940 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3776 +[2025-03-27 16:29:05,985 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6641 +[2025-03-27 16:29:06,014 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4612 +[2025-03-27 16:29:06,057 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5649 +[2025-03-27 16:29:06,097 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1252 +[2025-03-27 16:29:06,130 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1408 +[2025-03-27 16:29:06,174 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1382 +[2025-03-27 16:29:06,212 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4137 +[2025-03-27 16:29:06,245 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9152 +[2025-03-27 16:29:06,285 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5803 +[2025-03-27 16:29:06,317 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4755 +[2025-03-27 16:29:06,350 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9940 +[2025-03-27 16:29:06,387 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9986 +[2025-03-27 16:29:06,413 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8740 +[2025-03-27 16:29:06,453 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6473 +[2025-03-27 16:29:06,489 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0284 +[2025-03-27 16:29:06,527 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4926 +[2025-03-27 16:29:06,574 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0298 +[2025-03-27 16:29:06,604 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2736 +[2025-03-27 16:29:06,631 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0850 +[2025-03-27 16:29:06,679 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5524 +[2025-03-27 16:29:06,734 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5265 +[2025-03-27 16:29:06,767 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2000 +[2025-03-27 16:29:06,814 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1324 +[2025-03-27 16:29:06,848 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7670 +[2025-03-27 16:29:06,881 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2088 +[2025-03-27 16:29:06,915 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6829 +[2025-03-27 16:29:06,949 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5448 +[2025-03-27 16:29:06,978 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2283 +[2025-03-27 16:29:07,043 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0628 +[2025-03-27 16:29:07,088 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1119 +[2025-03-27 16:29:07,128 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6352 +[2025-03-27 16:29:07,154 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3217 +[2025-03-27 16:29:07,185 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7999 +[2025-03-27 16:29:07,242 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3730 +[2025-03-27 16:29:07,270 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1616 +[2025-03-27 16:29:07,320 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8043 +[2025-03-27 16:29:07,355 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9179 +[2025-03-27 16:29:07,386 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9043 +[2025-03-27 16:29:07,415 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3613 +[2025-03-27 16:29:07,443 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7404 +[2025-03-27 16:29:07,467 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1402 +[2025-03-27 16:29:07,498 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9639 +[2025-03-27 16:29:07,520 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1849 +[2025-03-27 16:29:07,550 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3101 +[2025-03-27 16:29:07,583 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9064 +[2025-03-27 16:29:07,619 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1409 +[2025-03-27 16:29:07,648 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8328 +[2025-03-27 16:29:07,671 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7967 +[2025-03-27 16:29:07,706 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4647 +[2025-03-27 16:29:07,735 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5756 +[2025-03-27 16:29:07,755 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5336 +[2025-03-27 16:29:07,785 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6281 +[2025-03-27 16:29:07,817 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6697 +[2025-03-27 16:29:07,867 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9726 +[2025-03-27 16:29:07,892 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2336 +[2025-03-27 16:29:07,928 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8549 +[2025-03-27 16:29:07,962 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5688 +[2025-03-27 16:29:07,991 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7310 +[2025-03-27 16:29:08,016 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7482 +[2025-03-27 16:29:08,067 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6559 +[2025-03-27 16:29:08,104 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9591 +[2025-03-27 16:29:08,151 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1310 +[2025-03-27 16:29:08,197 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2739 +[2025-03-27 16:29:08,234 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2975 +[2025-03-27 16:29:08,279 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2256 +[2025-03-27 16:29:08,307 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5156 +[2025-03-27 16:29:08,362 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3358 +[2025-03-27 16:29:08,387 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3406 +[2025-03-27 16:29:09,645 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:29:09,645 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:29:09,645 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:29:09,646 INFO hook.py line 689 8122] wall : 0.5973 0.9228 +[2025-03-27 16:29:09,646 INFO hook.py line 689 8122] floor : 0.7697 0.9539 +[2025-03-27 16:29:09,646 INFO hook.py line 689 8122] cabinet : 0.0800 0.0935 +[2025-03-27 16:29:09,646 INFO hook.py line 689 8122] bed : 0.1405 0.1736 +[2025-03-27 16:29:09,646 INFO hook.py line 689 8122] chair : 0.4998 0.7040 +[2025-03-27 16:29:09,647 INFO hook.py line 689 8122] sofa : 0.1684 0.2085 +[2025-03-27 16:29:09,647 INFO hook.py line 689 8122] table : 0.2990 0.4736 +[2025-03-27 16:29:09,647 INFO hook.py line 689 8122] door : 0.1003 0.1125 +[2025-03-27 16:29:09,647 INFO hook.py line 689 8122] window : 0.2006 0.2398 +[2025-03-27 16:29:09,647 INFO hook.py line 689 8122] bookshelf : 0.0902 0.1012 +[2025-03-27 16:29:09,647 INFO hook.py line 689 8122] picture : 0.2131 0.3744 +[2025-03-27 16:29:09,647 INFO hook.py line 689 8122] counter : 0.0215 0.0235 +[2025-03-27 16:29:09,648 INFO hook.py line 689 8122] desk : 0.0065 0.0067 +[2025-03-27 16:29:09,648 INFO hook.py line 689 8122] curtain : 0.1387 0.1545 +[2025-03-27 16:29:09,648 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:29:09,648 INFO hook.py line 689 8122] shower curtain : 0.1408 0.1739 +[2025-03-27 16:29:09,648 INFO hook.py line 689 8122] toilet : 0.3288 0.5387 +[2025-03-27 16:29:09,648 INFO hook.py line 689 8122] sink : 0.3191 0.4406 +[2025-03-27 16:29:09,648 INFO hook.py line 689 8122] bathtub : 0.1075 0.1337 +[2025-03-27 16:29:09,649 INFO hook.py line 689 8122] otherfurniture : 0.1123 0.1300 +[2025-03-27 16:29:09,649 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:29:09,649 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2167/0.2980/0.6602. +[2025-03-27 16:29:09,650 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:29:09,674 INFO misc.py line 164 8122] Currently Best mIoU: 0.2201 +[2025-03-27 16:29:09,674 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:29:26,043 INFO hook.py line 566 8122] Train: [41/100][50/300] Data 0.006 (0.029) Batch 0.189 (0.223) Remain 01:06:48 loss: 2.0861 Lr: 3.49226e-03 +[2025-03-27 16:29:38,405 INFO hook.py line 566 8122] Train: [41/100][100/300] Data 0.001 (0.016) Batch 0.126 (0.236) Remain 01:10:18 loss: 2.1868 Lr: 3.47960e-03 +[2025-03-27 16:29:49,787 INFO hook.py line 566 8122] Train: [41/100][150/300] Data 0.002 (0.012) Batch 0.141 (0.233) Remain 01:09:17 loss: 2.4173 Lr: 3.46691e-03 +[2025-03-27 16:30:01,027 INFO hook.py line 566 8122] Train: [41/100][200/300] Data 0.003 (0.010) Batch 0.220 (0.231) Remain 01:08:29 loss: 2.3494 Lr: 3.45444e-03 +[2025-03-27 16:30:12,028 INFO hook.py line 566 8122] Train: [41/100][250/300] Data 0.002 (0.008) Batch 0.217 (0.229) Remain 01:07:38 loss: 2.0520 Lr: 3.44170e-03 +[2025-03-27 16:30:21,380 INFO hook.py line 566 8122] Train: [41/100][300/300] Data 0.000 (0.011) Batch 0.075 (0.222) Remain 01:05:23 loss: 2.2432 Lr: 3.42892e-03 +[2025-03-27 16:30:21,381 INFO misc.py line 135 8122] Train result: loss: 2.0804 +[2025-03-27 16:30:21,414 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:30:35,192 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8612 +[2025-03-27 16:30:35,239 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5883 +[2025-03-27 16:30:35,337 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6760 +[2025-03-27 16:30:35,391 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2305 +[2025-03-27 16:30:35,423 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7235 +[2025-03-27 16:30:35,469 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8099 +[2025-03-27 16:30:35,517 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6460 +[2025-03-27 16:30:35,552 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0922 +[2025-03-27 16:30:35,594 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4250 +[2025-03-27 16:30:35,633 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3766 +[2025-03-27 16:30:35,681 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6580 +[2025-03-27 16:30:35,719 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4656 +[2025-03-27 16:30:35,763 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5804 +[2025-03-27 16:30:35,798 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1074 +[2025-03-27 16:30:35,832 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1383 +[2025-03-27 16:30:35,873 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1464 +[2025-03-27 16:30:35,908 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4075 +[2025-03-27 16:30:35,939 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8996 +[2025-03-27 16:30:35,981 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5923 +[2025-03-27 16:30:36,014 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4664 +[2025-03-27 16:30:36,047 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0038 +[2025-03-27 16:30:36,087 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9971 +[2025-03-27 16:30:36,120 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8512 +[2025-03-27 16:30:36,159 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6274 +[2025-03-27 16:30:36,196 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0103 +[2025-03-27 16:30:36,231 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4891 +[2025-03-27 16:30:36,279 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0203 +[2025-03-27 16:30:36,313 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2760 +[2025-03-27 16:30:36,342 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0966 +[2025-03-27 16:30:36,394 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5487 +[2025-03-27 16:30:36,448 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5137 +[2025-03-27 16:30:36,479 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2210 +[2025-03-27 16:30:36,527 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1361 +[2025-03-27 16:30:36,560 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7569 +[2025-03-27 16:30:36,593 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2051 +[2025-03-27 16:30:36,631 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6635 +[2025-03-27 16:30:36,670 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5434 +[2025-03-27 16:30:36,699 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2239 +[2025-03-27 16:30:36,757 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0470 +[2025-03-27 16:30:36,802 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1170 +[2025-03-27 16:30:36,841 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6336 +[2025-03-27 16:30:36,865 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3343 +[2025-03-27 16:30:36,899 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8177 +[2025-03-27 16:30:36,953 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3776 +[2025-03-27 16:30:36,982 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1704 +[2025-03-27 16:30:37,025 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8065 +[2025-03-27 16:30:37,060 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9223 +[2025-03-27 16:30:37,091 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8960 +[2025-03-27 16:30:37,122 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3458 +[2025-03-27 16:30:37,149 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7213 +[2025-03-27 16:30:37,178 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1266 +[2025-03-27 16:30:37,209 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9524 +[2025-03-27 16:30:37,232 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1870 +[2025-03-27 16:30:37,262 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2920 +[2025-03-27 16:30:37,295 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9117 +[2025-03-27 16:30:37,331 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1454 +[2025-03-27 16:30:37,359 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8188 +[2025-03-27 16:30:37,382 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8069 +[2025-03-27 16:30:37,418 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4571 +[2025-03-27 16:30:37,447 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5693 +[2025-03-27 16:30:37,468 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5426 +[2025-03-27 16:30:37,498 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6279 +[2025-03-27 16:30:37,531 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6746 +[2025-03-27 16:30:37,582 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9722 +[2025-03-27 16:30:37,606 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2329 +[2025-03-27 16:30:37,642 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8473 +[2025-03-27 16:30:37,677 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5761 +[2025-03-27 16:30:37,706 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7116 +[2025-03-27 16:30:37,732 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7565 +[2025-03-27 16:30:37,782 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6587 +[2025-03-27 16:30:37,820 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9666 +[2025-03-27 16:30:37,867 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1366 +[2025-03-27 16:30:37,912 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2788 +[2025-03-27 16:30:37,949 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2835 +[2025-03-27 16:30:37,994 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2271 +[2025-03-27 16:30:38,019 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4957 +[2025-03-27 16:30:38,071 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3436 +[2025-03-27 16:30:38,096 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3404 +[2025-03-27 16:30:39,276 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:30:39,276 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:30:39,276 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:30:39,276 INFO hook.py line 689 8122] wall : 0.5992 0.9203 +[2025-03-27 16:30:39,276 INFO hook.py line 689 8122] floor : 0.7703 0.9538 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] cabinet : 0.0760 0.0871 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] bed : 0.1426 0.1781 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] chair : 0.5011 0.7056 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] sofa : 0.1675 0.2066 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] table : 0.3004 0.4743 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] door : 0.1071 0.1218 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] window : 0.2111 0.2592 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] bookshelf : 0.0838 0.0928 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] picture : 0.2128 0.3604 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] counter : 0.0267 0.0300 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] desk : 0.0119 0.0127 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] curtain : 0.1421 0.1585 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] shower curtain : 0.1355 0.1638 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] toilet : 0.3399 0.5188 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] sink : 0.3219 0.4427 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] bathtub : 0.1089 0.1353 +[2025-03-27 16:30:39,277 INFO hook.py line 689 8122] otherfurniture : 0.1213 0.1459 +[2025-03-27 16:30:39,277 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:30:39,277 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2190/0.2984/0.6609. +[2025-03-27 16:30:39,278 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:30:39,298 INFO misc.py line 164 8122] Currently Best mIoU: 0.2201 +[2025-03-27 16:30:39,299 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:30:55,980 INFO hook.py line 566 8122] Train: [42/100][50/300] Data 0.004 (0.066) Batch 0.136 (0.210) Remain 01:01:45 loss: 2.2945 Lr: 3.41611e-03 +[2025-03-27 16:31:07,687 INFO hook.py line 566 8122] Train: [42/100][100/300] Data 0.004 (0.056) Batch 0.167 (0.222) Remain 01:05:14 loss: 1.9522 Lr: 3.40328e-03 +[2025-03-27 16:31:20,608 INFO hook.py line 566 8122] Train: [42/100][150/300] Data 0.002 (0.042) Batch 0.120 (0.235) Remain 01:08:38 loss: 1.9170 Lr: 3.39042e-03 +[2025-03-27 16:31:31,211 INFO hook.py line 566 8122] Train: [42/100][200/300] Data 0.006 (0.032) Batch 0.500 (0.229) Remain 01:06:46 loss: 2.2303 Lr: 3.37753e-03 +[2025-03-27 16:31:42,884 INFO hook.py line 566 8122] Train: [42/100][250/300] Data 0.002 (0.026) Batch 0.137 (0.230) Remain 01:06:50 loss: 2.2924 Lr: 3.36462e-03 +[2025-03-27 16:31:50,588 INFO hook.py line 566 8122] Train: [42/100][300/300] Data 0.001 (0.022) Batch 0.081 (0.217) Remain 01:02:57 loss: 2.0619 Lr: 3.35168e-03 +[2025-03-27 16:31:50,589 INFO misc.py line 135 8122] Train result: loss: 2.0933 +[2025-03-27 16:31:50,623 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:32:04,616 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8410 +[2025-03-27 16:32:04,653 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5817 +[2025-03-27 16:32:04,689 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6782 +[2025-03-27 16:32:04,732 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2351 +[2025-03-27 16:32:04,763 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7290 +[2025-03-27 16:32:04,811 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8093 +[2025-03-27 16:32:04,860 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6406 +[2025-03-27 16:32:04,896 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0900 +[2025-03-27 16:32:04,936 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4304 +[2025-03-27 16:32:04,972 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3731 +[2025-03-27 16:32:05,015 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6819 +[2025-03-27 16:32:05,056 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4703 +[2025-03-27 16:32:05,099 INFO hook.py line 746 8122] Test: [13/78] Loss 2.6014 +[2025-03-27 16:32:05,134 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1480 +[2025-03-27 16:32:05,167 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1410 +[2025-03-27 16:32:05,210 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1673 +[2025-03-27 16:32:05,245 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4013 +[2025-03-27 16:32:05,277 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9022 +[2025-03-27 16:32:05,319 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5787 +[2025-03-27 16:32:05,357 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4963 +[2025-03-27 16:32:05,391 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0035 +[2025-03-27 16:32:05,428 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0027 +[2025-03-27 16:32:05,455 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8607 +[2025-03-27 16:32:05,495 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6177 +[2025-03-27 16:32:05,532 INFO hook.py line 746 8122] Test: [25/78] Loss 1.9913 +[2025-03-27 16:32:05,567 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4733 +[2025-03-27 16:32:05,614 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0270 +[2025-03-27 16:32:05,645 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3171 +[2025-03-27 16:32:05,672 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1009 +[2025-03-27 16:32:05,723 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5408 +[2025-03-27 16:32:05,777 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5404 +[2025-03-27 16:32:05,810 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2707 +[2025-03-27 16:32:05,858 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1222 +[2025-03-27 16:32:05,899 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7487 +[2025-03-27 16:32:05,933 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1940 +[2025-03-27 16:32:05,974 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6540 +[2025-03-27 16:32:06,008 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5351 +[2025-03-27 16:32:06,039 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2398 +[2025-03-27 16:32:06,104 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0546 +[2025-03-27 16:32:06,147 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1169 +[2025-03-27 16:32:06,186 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6386 +[2025-03-27 16:32:06,212 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3445 +[2025-03-27 16:32:06,247 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7941 +[2025-03-27 16:32:06,303 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3719 +[2025-03-27 16:32:06,331 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1506 +[2025-03-27 16:32:06,375 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7931 +[2025-03-27 16:32:06,410 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9199 +[2025-03-27 16:32:06,439 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8949 +[2025-03-27 16:32:06,467 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3855 +[2025-03-27 16:32:06,494 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7251 +[2025-03-27 16:32:06,519 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1407 +[2025-03-27 16:32:06,549 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9528 +[2025-03-27 16:32:06,572 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1688 +[2025-03-27 16:32:06,603 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3046 +[2025-03-27 16:32:06,635 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9230 +[2025-03-27 16:32:06,671 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1275 +[2025-03-27 16:32:06,699 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8097 +[2025-03-27 16:32:06,723 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7922 +[2025-03-27 16:32:06,758 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4682 +[2025-03-27 16:32:06,786 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5663 +[2025-03-27 16:32:06,807 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5922 +[2025-03-27 16:32:06,836 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6123 +[2025-03-27 16:32:06,870 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6637 +[2025-03-27 16:32:06,923 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9693 +[2025-03-27 16:32:06,946 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2203 +[2025-03-27 16:32:06,982 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8364 +[2025-03-27 16:32:07,017 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5845 +[2025-03-27 16:32:07,045 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7114 +[2025-03-27 16:32:07,070 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7635 +[2025-03-27 16:32:07,121 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6532 +[2025-03-27 16:32:07,160 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9898 +[2025-03-27 16:32:07,207 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1387 +[2025-03-27 16:32:07,252 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2588 +[2025-03-27 16:32:07,289 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2929 +[2025-03-27 16:32:07,335 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2545 +[2025-03-27 16:32:07,359 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5046 +[2025-03-27 16:32:07,411 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3397 +[2025-03-27 16:32:07,435 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3620 +[2025-03-27 16:32:08,669 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:32:08,669 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:32:08,669 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:32:08,669 INFO hook.py line 689 8122] wall : 0.5944 0.9260 +[2025-03-27 16:32:08,669 INFO hook.py line 689 8122] floor : 0.7705 0.9531 +[2025-03-27 16:32:08,669 INFO hook.py line 689 8122] cabinet : 0.0761 0.0880 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] bed : 0.1437 0.1800 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] chair : 0.5018 0.6903 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] sofa : 0.1722 0.2154 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] table : 0.3005 0.4590 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] door : 0.1024 0.1160 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] window : 0.2114 0.2602 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] bookshelf : 0.0729 0.0792 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] picture : 0.2113 0.3530 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] counter : 0.0285 0.0321 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] desk : 0.0140 0.0151 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] curtain : 0.1345 0.1490 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] shower curtain : 0.1346 0.1635 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] toilet : 0.3323 0.5302 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] sink : 0.3193 0.4474 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] bathtub : 0.1083 0.1350 +[2025-03-27 16:32:08,670 INFO hook.py line 689 8122] otherfurniture : 0.1168 0.1379 +[2025-03-27 16:32:08,670 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:32:08,670 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2173/0.2966/0.6598. +[2025-03-27 16:32:08,670 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:32:08,692 INFO misc.py line 164 8122] Currently Best mIoU: 0.2201 +[2025-03-27 16:32:08,692 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:32:24,800 INFO hook.py line 566 8122] Train: [43/100][50/300] Data 0.002 (0.011) Batch 0.214 (0.230) Remain 01:06:33 loss: 2.0409 Lr: 3.33871e-03 +[2025-03-27 16:32:37,127 INFO hook.py line 566 8122] Train: [43/100][100/300] Data 0.002 (0.035) Batch 0.111 (0.239) Remain 01:08:47 loss: 2.1500 Lr: 3.32572e-03 +[2025-03-27 16:32:49,725 INFO hook.py line 566 8122] Train: [43/100][150/300] Data 0.002 (0.053) Batch 0.114 (0.243) Remain 01:09:54 loss: 2.2936 Lr: 3.31270e-03 +[2025-03-27 16:33:00,802 INFO hook.py line 566 8122] Train: [43/100][200/300] Data 0.003 (0.050) Batch 0.231 (0.238) Remain 01:08:07 loss: 2.0492 Lr: 3.29966e-03 +[2025-03-27 16:33:13,457 INFO hook.py line 566 8122] Train: [43/100][250/300] Data 0.001 (0.057) Batch 0.105 (0.241) Remain 01:08:49 loss: 1.9056 Lr: 3.28659e-03 +[2025-03-27 16:33:21,151 INFO hook.py line 566 8122] Train: [43/100][300/300] Data 0.001 (0.057) Batch 0.077 (0.226) Remain 01:04:27 loss: 1.9583 Lr: 3.27350e-03 +[2025-03-27 16:33:21,152 INFO misc.py line 135 8122] Train result: loss: 2.0953 +[2025-03-27 16:33:21,186 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:33:34,479 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8667 +[2025-03-27 16:33:34,978 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5982 +[2025-03-27 16:33:35,012 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6774 +[2025-03-27 16:33:35,062 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2305 +[2025-03-27 16:33:35,096 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7419 +[2025-03-27 16:33:35,145 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8162 +[2025-03-27 16:33:35,203 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6473 +[2025-03-27 16:33:35,231 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0753 +[2025-03-27 16:33:35,272 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4108 +[2025-03-27 16:33:35,304 INFO hook.py line 746 8122] Test: [10/78] Loss 2.4017 +[2025-03-27 16:33:35,350 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6473 +[2025-03-27 16:33:35,386 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4564 +[2025-03-27 16:33:35,429 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5772 +[2025-03-27 16:33:35,465 INFO hook.py line 746 8122] Test: [14/78] Loss 2.0967 +[2025-03-27 16:33:35,498 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1426 +[2025-03-27 16:33:35,540 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1193 +[2025-03-27 16:33:35,575 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4061 +[2025-03-27 16:33:35,606 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8991 +[2025-03-27 16:33:35,652 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5895 +[2025-03-27 16:33:35,684 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4580 +[2025-03-27 16:33:35,719 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9918 +[2025-03-27 16:33:35,755 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9972 +[2025-03-27 16:33:35,781 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8471 +[2025-03-27 16:33:35,821 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6274 +[2025-03-27 16:33:35,869 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0260 +[2025-03-27 16:33:35,910 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4849 +[2025-03-27 16:33:35,957 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0273 +[2025-03-27 16:33:35,993 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2632 +[2025-03-27 16:33:36,018 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0795 +[2025-03-27 16:33:36,069 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5449 +[2025-03-27 16:33:36,124 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5023 +[2025-03-27 16:33:36,158 INFO hook.py line 746 8122] Test: [32/78] Loss 2.1977 +[2025-03-27 16:33:36,205 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1302 +[2025-03-27 16:33:36,238 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7627 +[2025-03-27 16:33:36,272 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2012 +[2025-03-27 16:33:36,311 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6667 +[2025-03-27 16:33:36,344 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5361 +[2025-03-27 16:33:36,372 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2136 +[2025-03-27 16:33:36,429 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0549 +[2025-03-27 16:33:36,470 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1168 +[2025-03-27 16:33:36,509 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6263 +[2025-03-27 16:33:36,534 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3768 +[2025-03-27 16:33:36,569 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8145 +[2025-03-27 16:33:36,620 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3778 +[2025-03-27 16:33:36,649 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1824 +[2025-03-27 16:33:36,689 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8144 +[2025-03-27 16:33:36,724 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9343 +[2025-03-27 16:33:36,754 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8954 +[2025-03-27 16:33:36,782 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3458 +[2025-03-27 16:33:36,809 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7237 +[2025-03-27 16:33:36,834 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1565 +[2025-03-27 16:33:36,865 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9565 +[2025-03-27 16:33:36,887 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1786 +[2025-03-27 16:33:36,917 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2905 +[2025-03-27 16:33:36,950 INFO hook.py line 746 8122] Test: [55/78] Loss 0.8980 +[2025-03-27 16:33:36,985 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1394 +[2025-03-27 16:33:37,014 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8351 +[2025-03-27 16:33:37,037 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8120 +[2025-03-27 16:33:37,072 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4539 +[2025-03-27 16:33:37,101 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5735 +[2025-03-27 16:33:37,122 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5313 +[2025-03-27 16:33:37,153 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6204 +[2025-03-27 16:33:37,186 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6727 +[2025-03-27 16:33:37,238 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9737 +[2025-03-27 16:33:37,263 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2466 +[2025-03-27 16:33:37,299 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8622 +[2025-03-27 16:33:37,335 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5825 +[2025-03-27 16:33:37,365 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7120 +[2025-03-27 16:33:37,390 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7417 +[2025-03-27 16:33:37,441 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6645 +[2025-03-27 16:33:37,480 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9679 +[2025-03-27 16:33:37,527 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1255 +[2025-03-27 16:33:37,572 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2693 +[2025-03-27 16:33:37,608 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2816 +[2025-03-27 16:33:37,653 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2161 +[2025-03-27 16:33:37,677 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4875 +[2025-03-27 16:33:37,729 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3343 +[2025-03-27 16:33:37,754 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3279 +[2025-03-27 16:33:38,856 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:33:38,856 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:33:38,856 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] wall : 0.5978 0.9221 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] floor : 0.7698 0.9540 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] cabinet : 0.0706 0.0795 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] bed : 0.1451 0.1837 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] chair : 0.5004 0.7153 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] sofa : 0.1525 0.1810 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] table : 0.2999 0.4737 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] door : 0.1031 0.1163 +[2025-03-27 16:33:38,857 INFO hook.py line 689 8122] window : 0.2106 0.2576 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] bookshelf : 0.0870 0.0968 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] picture : 0.2134 0.3551 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] counter : 0.0226 0.0249 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] desk : 0.0098 0.0103 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] curtain : 0.1259 0.1374 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] shower curtain : 0.1409 0.1732 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] toilet : 0.3353 0.5295 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] sink : 0.3203 0.4432 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] bathtub : 0.1045 0.1272 +[2025-03-27 16:33:38,858 INFO hook.py line 689 8122] otherfurniture : 0.1151 0.1355 +[2025-03-27 16:33:38,859 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:33:38,859 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2162/0.2958/0.6605. +[2025-03-27 16:33:38,859 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:33:38,882 INFO misc.py line 164 8122] Currently Best mIoU: 0.2201 +[2025-03-27 16:33:38,883 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:33:56,118 INFO hook.py line 566 8122] Train: [44/100][50/300] Data 0.002 (0.095) Batch 0.105 (0.262) Remain 01:14:19 loss: 2.0110 Lr: 3.26039e-03 +[2025-03-27 16:34:07,522 INFO hook.py line 566 8122] Train: [44/100][100/300] Data 0.003 (0.060) Batch 0.126 (0.244) Remain 01:09:12 loss: 2.1491 Lr: 3.24725e-03 +[2025-03-27 16:34:18,657 INFO hook.py line 566 8122] Train: [44/100][150/300] Data 0.005 (0.041) Batch 0.282 (0.237) Remain 01:06:56 loss: 2.2862 Lr: 3.23409e-03 +[2025-03-27 16:34:30,271 INFO hook.py line 566 8122] Train: [44/100][200/300] Data 0.002 (0.032) Batch 0.110 (0.236) Remain 01:06:24 loss: 2.2713 Lr: 3.22091e-03 +[2025-03-27 16:34:41,850 INFO hook.py line 566 8122] Train: [44/100][250/300] Data 0.011 (0.026) Batch 0.222 (0.235) Remain 01:05:58 loss: 2.1173 Lr: 3.20771e-03 +[2025-03-27 16:34:50,207 INFO hook.py line 566 8122] Train: [44/100][300/300] Data 0.000 (0.022) Batch 0.081 (0.224) Remain 01:02:34 loss: 2.0314 Lr: 3.19448e-03 +[2025-03-27 16:34:50,208 INFO misc.py line 135 8122] Train result: loss: 2.0909 +[2025-03-27 16:34:50,242 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:35:03,296 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8418 +[2025-03-27 16:35:03,974 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5728 +[2025-03-27 16:35:04,014 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6897 +[2025-03-27 16:35:04,066 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2354 +[2025-03-27 16:35:04,170 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7212 +[2025-03-27 16:35:04,217 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8303 +[2025-03-27 16:35:04,565 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6541 +[2025-03-27 16:35:04,598 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0865 +[2025-03-27 16:35:04,637 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4241 +[2025-03-27 16:35:04,665 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3626 +[2025-03-27 16:35:04,712 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6673 +[2025-03-27 16:35:04,741 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4684 +[2025-03-27 16:35:04,784 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5710 +[2025-03-27 16:35:04,821 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1280 +[2025-03-27 16:35:04,864 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1579 +[2025-03-27 16:35:04,909 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1510 +[2025-03-27 16:35:04,955 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4070 +[2025-03-27 16:35:04,986 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9254 +[2025-03-27 16:35:05,028 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5775 +[2025-03-27 16:35:05,064 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4664 +[2025-03-27 16:35:05,099 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9960 +[2025-03-27 16:35:05,138 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9957 +[2025-03-27 16:35:05,163 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8766 +[2025-03-27 16:35:05,205 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6319 +[2025-03-27 16:35:05,248 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0013 +[2025-03-27 16:35:05,284 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4763 +[2025-03-27 16:35:05,330 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0414 +[2025-03-27 16:35:05,364 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2959 +[2025-03-27 16:35:05,390 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0861 +[2025-03-27 16:35:05,446 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5382 +[2025-03-27 16:35:05,500 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5304 +[2025-03-27 16:35:05,534 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2367 +[2025-03-27 16:35:05,582 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1210 +[2025-03-27 16:35:05,616 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7518 +[2025-03-27 16:35:05,649 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1897 +[2025-03-27 16:35:05,683 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6766 +[2025-03-27 16:35:05,717 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5309 +[2025-03-27 16:35:05,746 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2275 +[2025-03-27 16:35:05,802 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0580 +[2025-03-27 16:35:05,846 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1135 +[2025-03-27 16:35:05,886 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6349 +[2025-03-27 16:35:05,919 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3233 +[2025-03-27 16:35:05,952 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7950 +[2025-03-27 16:35:06,003 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3668 +[2025-03-27 16:35:06,035 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1650 +[2025-03-27 16:35:06,075 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7976 +[2025-03-27 16:35:06,109 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9229 +[2025-03-27 16:35:06,140 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9064 +[2025-03-27 16:35:06,168 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3811 +[2025-03-27 16:35:06,196 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7361 +[2025-03-27 16:35:06,220 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1871 +[2025-03-27 16:35:06,250 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9714 +[2025-03-27 16:35:06,271 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1713 +[2025-03-27 16:35:06,301 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3068 +[2025-03-27 16:35:06,334 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9083 +[2025-03-27 16:35:06,369 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1289 +[2025-03-27 16:35:06,397 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8190 +[2025-03-27 16:35:06,420 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8061 +[2025-03-27 16:35:06,455 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4654 +[2025-03-27 16:35:06,484 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5628 +[2025-03-27 16:35:06,506 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5643 +[2025-03-27 16:35:06,535 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6132 +[2025-03-27 16:35:06,567 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6652 +[2025-03-27 16:35:06,617 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9713 +[2025-03-27 16:35:06,641 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2703 +[2025-03-27 16:35:06,677 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8458 +[2025-03-27 16:35:06,712 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5875 +[2025-03-27 16:35:06,740 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7240 +[2025-03-27 16:35:06,766 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7533 +[2025-03-27 16:35:06,817 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6421 +[2025-03-27 16:35:06,855 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9787 +[2025-03-27 16:35:06,902 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1345 +[2025-03-27 16:35:06,955 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2536 +[2025-03-27 16:35:06,992 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2974 +[2025-03-27 16:35:07,037 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2356 +[2025-03-27 16:35:07,062 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5021 +[2025-03-27 16:35:07,113 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3369 +[2025-03-27 16:35:07,136 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3384 +[2025-03-27 16:35:08,357 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:35:08,358 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:35:08,358 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:35:08,358 INFO hook.py line 689 8122] wall : 0.5962 0.9238 +[2025-03-27 16:35:08,358 INFO hook.py line 689 8122] floor : 0.7687 0.9546 +[2025-03-27 16:35:08,358 INFO hook.py line 689 8122] cabinet : 0.0793 0.0925 +[2025-03-27 16:35:08,358 INFO hook.py line 689 8122] bed : 0.1392 0.1707 +[2025-03-27 16:35:08,358 INFO hook.py line 689 8122] chair : 0.5010 0.6925 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] sofa : 0.1697 0.2106 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] table : 0.2995 0.4732 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] door : 0.1030 0.1165 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] window : 0.2062 0.2499 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] bookshelf : 0.0792 0.0870 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] picture : 0.2117 0.3581 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] counter : 0.0272 0.0305 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] desk : 0.0070 0.0073 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] curtain : 0.1106 0.1187 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] shower curtain : 0.1435 0.1776 +[2025-03-27 16:35:08,359 INFO hook.py line 689 8122] toilet : 0.3335 0.5307 +[2025-03-27 16:35:08,361 INFO hook.py line 689 8122] sink : 0.3154 0.4533 +[2025-03-27 16:35:08,361 INFO hook.py line 689 8122] bathtub : 0.1060 0.1304 +[2025-03-27 16:35:08,361 INFO hook.py line 689 8122] otherfurniture : 0.1195 0.1428 +[2025-03-27 16:35:08,361 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:35:08,361 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2158/0.2961/0.6597. +[2025-03-27 16:35:08,362 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:35:08,385 INFO misc.py line 164 8122] Currently Best mIoU: 0.2201 +[2025-03-27 16:35:08,386 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:35:24,775 INFO hook.py line 566 8122] Train: [45/100][50/300] Data 0.002 (0.017) Batch 0.200 (0.239) Remain 01:06:51 loss: 2.2342 Lr: 3.18124e-03 +[2025-03-27 16:35:36,737 INFO hook.py line 566 8122] Train: [45/100][100/300] Data 0.002 (0.012) Batch 1.094 (0.239) Remain 01:06:37 loss: 2.1158 Lr: 3.16797e-03 +[2025-03-27 16:35:47,991 INFO hook.py line 566 8122] Train: [45/100][150/300] Data 0.003 (0.010) Batch 0.161 (0.235) Remain 01:05:04 loss: 2.1250 Lr: 3.15468e-03 +[2025-03-27 16:35:59,238 INFO hook.py line 566 8122] Train: [45/100][200/300] Data 0.003 (0.014) Batch 0.239 (0.232) Remain 01:04:12 loss: 2.1279 Lr: 3.14138e-03 +[2025-03-27 16:36:10,659 INFO hook.py line 566 8122] Train: [45/100][250/300] Data 0.004 (0.029) Batch 0.196 (0.231) Remain 01:03:48 loss: 2.0725 Lr: 3.12805e-03 +[2025-03-27 16:36:19,177 INFO hook.py line 566 8122] Train: [45/100][300/300] Data 0.001 (0.032) Batch 0.072 (0.221) Remain 01:00:47 loss: 1.8508 Lr: 3.11470e-03 +[2025-03-27 16:36:19,177 INFO misc.py line 135 8122] Train result: loss: 2.0940 +[2025-03-27 16:36:19,214 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:36:33,285 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8475 +[2025-03-27 16:36:33,321 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5929 +[2025-03-27 16:36:33,351 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6837 +[2025-03-27 16:36:33,397 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2430 +[2025-03-27 16:36:33,437 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7338 +[2025-03-27 16:36:33,484 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8149 +[2025-03-27 16:36:33,534 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6586 +[2025-03-27 16:36:33,566 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0899 +[2025-03-27 16:36:33,611 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4250 +[2025-03-27 16:36:33,642 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3653 +[2025-03-27 16:36:33,689 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6659 +[2025-03-27 16:36:33,720 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4693 +[2025-03-27 16:36:33,763 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5627 +[2025-03-27 16:36:33,800 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1330 +[2025-03-27 16:36:33,834 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1241 +[2025-03-27 16:36:33,875 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1421 +[2025-03-27 16:36:33,913 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4261 +[2025-03-27 16:36:33,945 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9008 +[2025-03-27 16:36:33,985 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5807 +[2025-03-27 16:36:34,015 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4807 +[2025-03-27 16:36:34,048 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0021 +[2025-03-27 16:36:34,085 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0073 +[2025-03-27 16:36:34,113 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8506 +[2025-03-27 16:36:34,153 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6408 +[2025-03-27 16:36:34,192 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0224 +[2025-03-27 16:36:34,228 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4946 +[2025-03-27 16:36:34,278 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0264 +[2025-03-27 16:36:34,310 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2797 +[2025-03-27 16:36:34,335 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0989 +[2025-03-27 16:36:34,386 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5568 +[2025-03-27 16:36:34,442 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5271 +[2025-03-27 16:36:34,473 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2168 +[2025-03-27 16:36:34,521 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1454 +[2025-03-27 16:36:34,555 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7631 +[2025-03-27 16:36:34,587 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2189 +[2025-03-27 16:36:34,624 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6834 +[2025-03-27 16:36:34,660 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5473 +[2025-03-27 16:36:34,690 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2265 +[2025-03-27 16:36:34,747 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0599 +[2025-03-27 16:36:34,789 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1086 +[2025-03-27 16:36:34,829 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6388 +[2025-03-27 16:36:34,860 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3430 +[2025-03-27 16:36:34,898 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8030 +[2025-03-27 16:36:34,954 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3784 +[2025-03-27 16:36:34,980 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1669 +[2025-03-27 16:36:35,024 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7915 +[2025-03-27 16:36:35,062 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9004 +[2025-03-27 16:36:35,093 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9084 +[2025-03-27 16:36:35,121 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3683 +[2025-03-27 16:36:35,148 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7255 +[2025-03-27 16:36:35,173 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1241 +[2025-03-27 16:36:35,203 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9465 +[2025-03-27 16:36:35,225 INFO hook.py line 746 8122] Test: [53/78] Loss 1.2029 +[2025-03-27 16:36:35,255 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2924 +[2025-03-27 16:36:35,288 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9192 +[2025-03-27 16:36:35,323 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1576 +[2025-03-27 16:36:35,352 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8274 +[2025-03-27 16:36:35,374 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8026 +[2025-03-27 16:36:35,409 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4581 +[2025-03-27 16:36:35,439 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5872 +[2025-03-27 16:36:35,461 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5504 +[2025-03-27 16:36:35,491 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6362 +[2025-03-27 16:36:35,524 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6641 +[2025-03-27 16:36:35,576 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9740 +[2025-03-27 16:36:35,601 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2135 +[2025-03-27 16:36:35,637 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8522 +[2025-03-27 16:36:35,671 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5760 +[2025-03-27 16:36:35,701 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7127 +[2025-03-27 16:36:35,726 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7598 +[2025-03-27 16:36:35,777 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6564 +[2025-03-27 16:36:35,816 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9752 +[2025-03-27 16:36:35,863 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1285 +[2025-03-27 16:36:35,909 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2842 +[2025-03-27 16:36:35,945 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2819 +[2025-03-27 16:36:35,990 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2268 +[2025-03-27 16:36:36,014 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5098 +[2025-03-27 16:36:36,066 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3489 +[2025-03-27 16:36:36,090 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3401 +[2025-03-27 16:36:37,252 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:36:37,252 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:36:37,252 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:36:37,252 INFO hook.py line 689 8122] wall : 0.6013 0.9178 +[2025-03-27 16:36:37,252 INFO hook.py line 689 8122] floor : 0.7685 0.9549 +[2025-03-27 16:36:37,252 INFO hook.py line 689 8122] cabinet : 0.0821 0.0958 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] bed : 0.1483 0.1927 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] chair : 0.5000 0.7029 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] sofa : 0.1664 0.2047 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] table : 0.2997 0.4773 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] door : 0.1141 0.1312 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] window : 0.2065 0.2496 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] bookshelf : 0.0847 0.0939 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] picture : 0.2129 0.3797 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] counter : 0.0274 0.0309 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] desk : 0.0098 0.0103 +[2025-03-27 16:36:37,253 INFO hook.py line 689 8122] curtain : 0.1521 0.1726 +[2025-03-27 16:36:37,254 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:36:37,254 INFO hook.py line 689 8122] shower curtain : 0.1454 0.1832 +[2025-03-27 16:36:37,254 INFO hook.py line 689 8122] toilet : 0.3339 0.5372 +[2025-03-27 16:36:37,254 INFO hook.py line 689 8122] sink : 0.3224 0.4367 +[2025-03-27 16:36:37,254 INFO hook.py line 689 8122] bathtub : 0.1151 0.1451 +[2025-03-27 16:36:37,254 INFO hook.py line 689 8122] otherfurniture : 0.1133 0.1314 +[2025-03-27 16:36:37,254 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:36:37,254 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2202/0.3024/0.6610. +[2025-03-27 16:36:37,255 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:36:37,283 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2202 +[2025-03-27 16:36:37,283 INFO misc.py line 164 8122] Currently Best mIoU: 0.2202 +[2025-03-27 16:36:37,284 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:36:53,448 INFO hook.py line 566 8122] Train: [46/100][50/300] Data 0.005 (0.025) Batch 0.239 (0.233) Remain 01:03:53 loss: 2.0278 Lr: 3.10134e-03 +[2025-03-27 16:37:04,408 INFO hook.py line 566 8122] Train: [46/100][100/300] Data 0.002 (0.015) Batch 0.202 (0.226) Remain 01:01:45 loss: 2.1097 Lr: 3.08796e-03 +[2025-03-27 16:37:17,301 INFO hook.py line 566 8122] Train: [46/100][150/300] Data 0.002 (0.036) Batch 0.133 (0.237) Remain 01:04:31 loss: 1.9868 Lr: 3.07456e-03 +[2025-03-27 16:37:27,113 INFO hook.py line 566 8122] Train: [46/100][200/300] Data 0.005 (0.032) Batch 0.230 (0.227) Remain 01:01:31 loss: 2.3135 Lr: 3.06114e-03 +[2025-03-27 16:37:39,451 INFO hook.py line 566 8122] Train: [46/100][250/300] Data 0.002 (0.026) Batch 0.296 (0.231) Remain 01:02:27 loss: 1.9044 Lr: 3.04770e-03 +[2025-03-27 16:37:48,019 INFO hook.py line 566 8122] Train: [46/100][300/300] Data 0.001 (0.022) Batch 0.078 (0.221) Remain 00:59:34 loss: 2.2747 Lr: 3.03425e-03 +[2025-03-27 16:37:48,019 INFO misc.py line 135 8122] Train result: loss: 2.0842 +[2025-03-27 16:37:48,054 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:38:01,811 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8284 +[2025-03-27 16:38:01,962 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5725 +[2025-03-27 16:38:02,254 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6924 +[2025-03-27 16:38:02,297 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2392 +[2025-03-27 16:38:02,327 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7245 +[2025-03-27 16:38:02,376 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8325 +[2025-03-27 16:38:02,423 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6503 +[2025-03-27 16:38:02,449 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0841 +[2025-03-27 16:38:02,488 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4248 +[2025-03-27 16:38:02,516 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3422 +[2025-03-27 16:38:02,559 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6596 +[2025-03-27 16:38:02,590 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4708 +[2025-03-27 16:38:02,641 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5375 +[2025-03-27 16:38:02,676 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1204 +[2025-03-27 16:38:02,710 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1469 +[2025-03-27 16:38:02,752 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1470 +[2025-03-27 16:38:02,800 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4211 +[2025-03-27 16:38:02,832 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9255 +[2025-03-27 16:38:02,872 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5822 +[2025-03-27 16:38:02,904 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4811 +[2025-03-27 16:38:02,937 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0007 +[2025-03-27 16:38:02,973 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9969 +[2025-03-27 16:38:03,010 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8679 +[2025-03-27 16:38:03,058 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6402 +[2025-03-27 16:38:03,102 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0069 +[2025-03-27 16:38:03,141 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4866 +[2025-03-27 16:38:03,189 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0379 +[2025-03-27 16:38:03,223 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2641 +[2025-03-27 16:38:03,254 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0975 +[2025-03-27 16:38:03,304 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5464 +[2025-03-27 16:38:03,358 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5240 +[2025-03-27 16:38:03,389 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2028 +[2025-03-27 16:38:03,437 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1384 +[2025-03-27 16:38:03,471 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7491 +[2025-03-27 16:38:03,504 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2069 +[2025-03-27 16:38:03,542 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6746 +[2025-03-27 16:38:03,576 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5376 +[2025-03-27 16:38:03,604 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2250 +[2025-03-27 16:38:03,661 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0546 +[2025-03-27 16:38:03,706 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1169 +[2025-03-27 16:38:03,751 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6374 +[2025-03-27 16:38:03,784 INFO hook.py line 746 8122] Test: [42/78] Loss 2.2994 +[2025-03-27 16:38:03,821 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7896 +[2025-03-27 16:38:03,873 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3705 +[2025-03-27 16:38:03,912 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1424 +[2025-03-27 16:38:03,959 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7906 +[2025-03-27 16:38:03,994 INFO hook.py line 746 8122] Test: [47/78] Loss 1.8990 +[2025-03-27 16:38:04,024 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8944 +[2025-03-27 16:38:04,051 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3568 +[2025-03-27 16:38:04,079 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7303 +[2025-03-27 16:38:04,104 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1856 +[2025-03-27 16:38:04,134 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9612 +[2025-03-27 16:38:04,157 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1898 +[2025-03-27 16:38:04,187 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3095 +[2025-03-27 16:38:04,220 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9173 +[2025-03-27 16:38:04,255 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1454 +[2025-03-27 16:38:04,283 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8158 +[2025-03-27 16:38:04,306 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7901 +[2025-03-27 16:38:04,341 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4579 +[2025-03-27 16:38:04,370 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5718 +[2025-03-27 16:38:04,392 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5285 +[2025-03-27 16:38:04,421 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6289 +[2025-03-27 16:38:04,454 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6676 +[2025-03-27 16:38:04,505 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9655 +[2025-03-27 16:38:04,529 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2633 +[2025-03-27 16:38:04,565 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8358 +[2025-03-27 16:38:04,600 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5739 +[2025-03-27 16:38:04,629 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7214 +[2025-03-27 16:38:04,655 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7572 +[2025-03-27 16:38:04,706 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6399 +[2025-03-27 16:38:04,744 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9507 +[2025-03-27 16:38:04,792 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1326 +[2025-03-27 16:38:04,837 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2746 +[2025-03-27 16:38:04,874 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3031 +[2025-03-27 16:38:04,920 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2250 +[2025-03-27 16:38:04,945 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5113 +[2025-03-27 16:38:04,997 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3421 +[2025-03-27 16:38:05,022 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3435 +[2025-03-27 16:38:06,183 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:38:06,183 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:38:06,183 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] wall : 0.5996 0.9202 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] floor : 0.7709 0.9532 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] cabinet : 0.0882 0.1064 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] bed : 0.1400 0.1714 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] chair : 0.5002 0.6977 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] sofa : 0.1785 0.2283 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] table : 0.3012 0.4789 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] door : 0.1121 0.1292 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] window : 0.2082 0.2531 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] bookshelf : 0.0912 0.1026 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] picture : 0.2135 0.3663 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] counter : 0.0259 0.0289 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] desk : 0.0083 0.0086 +[2025-03-27 16:38:06,184 INFO hook.py line 689 8122] curtain : 0.1236 0.1347 +[2025-03-27 16:38:06,185 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 16:38:06,185 INFO hook.py line 689 8122] shower curtain : 0.1443 0.1799 +[2025-03-27 16:38:06,185 INFO hook.py line 689 8122] toilet : 0.3343 0.5378 +[2025-03-27 16:38:06,185 INFO hook.py line 689 8122] sink : 0.3202 0.4433 +[2025-03-27 16:38:06,185 INFO hook.py line 689 8122] bathtub : 0.1134 0.1428 +[2025-03-27 16:38:06,185 INFO hook.py line 689 8122] otherfurniture : 0.1139 0.1325 +[2025-03-27 16:38:06,185 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:38:06,185 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3008/0.6609. +[2025-03-27 16:38:06,185 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:38:06,212 INFO misc.py line 164 8122] Currently Best mIoU: 0.2202 +[2025-03-27 16:38:06,212 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:38:22,940 INFO hook.py line 566 8122] Train: [47/100][50/300] Data 0.817 (0.055) Batch 1.081 (0.244) Remain 01:05:48 loss: 2.1142 Lr: 3.02079e-03 +[2025-03-27 16:38:34,453 INFO hook.py line 566 8122] Train: [47/100][100/300] Data 0.002 (0.043) Batch 0.098 (0.237) Remain 01:03:38 loss: 1.9734 Lr: 3.00730e-03 +[2025-03-27 16:38:45,473 INFO hook.py line 566 8122] Train: [47/100][150/300] Data 0.002 (0.045) Batch 0.217 (0.231) Remain 01:01:55 loss: 2.1787 Lr: 2.99380e-03 +[2025-03-27 16:38:57,288 INFO hook.py line 566 8122] Train: [47/100][200/300] Data 0.001 (0.038) Batch 0.250 (0.233) Remain 01:02:03 loss: 2.0676 Lr: 2.98029e-03 +[2025-03-27 16:39:10,251 INFO hook.py line 566 8122] Train: [47/100][250/300] Data 0.002 (0.041) Batch 0.111 (0.238) Remain 01:03:17 loss: 1.8804 Lr: 2.96676e-03 +[2025-03-27 16:39:17,745 INFO hook.py line 566 8122] Train: [47/100][300/300] Data 0.001 (0.034) Batch 0.068 (0.223) Remain 00:59:09 loss: 2.2886 Lr: 2.95322e-03 +[2025-03-27 16:39:17,746 INFO misc.py line 135 8122] Train result: loss: 2.0791 +[2025-03-27 16:39:17,781 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:39:31,195 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8476 +[2025-03-27 16:39:31,618 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5902 +[2025-03-27 16:39:31,656 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6649 +[2025-03-27 16:39:31,700 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2350 +[2025-03-27 16:39:31,743 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7299 +[2025-03-27 16:39:31,799 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8040 +[2025-03-27 16:39:31,851 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6449 +[2025-03-27 16:39:31,875 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0938 +[2025-03-27 16:39:31,915 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4331 +[2025-03-27 16:39:32,062 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3688 +[2025-03-27 16:39:32,104 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6712 +[2025-03-27 16:39:32,133 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4718 +[2025-03-27 16:39:32,180 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5827 +[2025-03-27 16:39:32,213 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1359 +[2025-03-27 16:39:32,247 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1265 +[2025-03-27 16:39:32,289 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1545 +[2025-03-27 16:39:32,328 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4138 +[2025-03-27 16:39:32,361 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8945 +[2025-03-27 16:39:32,402 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5781 +[2025-03-27 16:39:32,435 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4796 +[2025-03-27 16:39:32,467 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0048 +[2025-03-27 16:39:32,503 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0057 +[2025-03-27 16:39:32,533 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8373 +[2025-03-27 16:39:32,573 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6208 +[2025-03-27 16:39:32,610 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0110 +[2025-03-27 16:39:32,646 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4854 +[2025-03-27 16:39:32,693 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0330 +[2025-03-27 16:39:32,723 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2936 +[2025-03-27 16:39:32,750 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0983 +[2025-03-27 16:39:32,798 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5438 +[2025-03-27 16:39:32,852 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5246 +[2025-03-27 16:39:32,893 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2494 +[2025-03-27 16:39:32,941 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1333 +[2025-03-27 16:39:32,987 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7535 +[2025-03-27 16:39:33,025 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2042 +[2025-03-27 16:39:33,061 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6678 +[2025-03-27 16:39:33,095 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5344 +[2025-03-27 16:39:33,123 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2336 +[2025-03-27 16:39:33,180 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0531 +[2025-03-27 16:39:33,221 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1139 +[2025-03-27 16:39:33,271 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6360 +[2025-03-27 16:39:33,305 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3649 +[2025-03-27 16:39:33,343 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8036 +[2025-03-27 16:39:33,396 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3828 +[2025-03-27 16:39:33,429 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1596 +[2025-03-27 16:39:33,470 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8036 +[2025-03-27 16:39:33,504 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9110 +[2025-03-27 16:39:33,534 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9014 +[2025-03-27 16:39:33,561 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3743 +[2025-03-27 16:39:33,589 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7113 +[2025-03-27 16:39:33,613 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1415 +[2025-03-27 16:39:33,644 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9331 +[2025-03-27 16:39:33,666 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1873 +[2025-03-27 16:39:33,696 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2629 +[2025-03-27 16:39:33,729 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9222 +[2025-03-27 16:39:33,764 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1438 +[2025-03-27 16:39:33,794 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8237 +[2025-03-27 16:39:33,816 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8030 +[2025-03-27 16:39:33,852 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4592 +[2025-03-27 16:39:33,882 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5800 +[2025-03-27 16:39:33,904 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5719 +[2025-03-27 16:39:33,935 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6243 +[2025-03-27 16:39:33,967 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6636 +[2025-03-27 16:39:34,019 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9788 +[2025-03-27 16:39:34,044 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2008 +[2025-03-27 16:39:34,080 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8469 +[2025-03-27 16:39:34,116 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5872 +[2025-03-27 16:39:34,144 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7040 +[2025-03-27 16:39:34,169 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7652 +[2025-03-27 16:39:34,220 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6583 +[2025-03-27 16:39:34,259 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9921 +[2025-03-27 16:39:34,305 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1362 +[2025-03-27 16:39:34,349 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2763 +[2025-03-27 16:39:34,386 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2537 +[2025-03-27 16:39:34,431 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2368 +[2025-03-27 16:39:34,456 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4957 +[2025-03-27 16:39:34,507 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3456 +[2025-03-27 16:39:34,532 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3526 +[2025-03-27 16:39:35,706 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:39:35,706 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:39:35,706 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] wall : 0.5983 0.9215 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] floor : 0.7714 0.9530 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] cabinet : 0.0775 0.0893 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] bed : 0.1525 0.2038 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] chair : 0.5024 0.7037 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] sofa : 0.1612 0.1947 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] table : 0.3009 0.4678 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] door : 0.1091 0.1247 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] window : 0.2122 0.2616 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] bookshelf : 0.0749 0.0816 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] picture : 0.2126 0.3618 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] counter : 0.0266 0.0297 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] desk : 0.0126 0.0134 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] curtain : 0.1407 0.1566 +[2025-03-27 16:39:35,706 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 16:39:35,707 INFO hook.py line 689 8122] shower curtain : 0.1384 0.1691 +[2025-03-27 16:39:35,707 INFO hook.py line 689 8122] toilet : 0.3383 0.5249 +[2025-03-27 16:39:35,707 INFO hook.py line 689 8122] sink : 0.3238 0.4488 +[2025-03-27 16:39:35,707 INFO hook.py line 689 8122] bathtub : 0.1090 0.1340 +[2025-03-27 16:39:35,707 INFO hook.py line 689 8122] otherfurniture : 0.1184 0.1404 +[2025-03-27 16:39:35,707 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:39:35,707 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2191/0.2990/0.6608. +[2025-03-27 16:39:35,707 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:39:35,729 INFO misc.py line 164 8122] Currently Best mIoU: 0.2202 +[2025-03-27 16:39:35,729 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:39:51,832 INFO hook.py line 566 8122] Train: [48/100][50/300] Data 0.345 (0.034) Batch 0.513 (0.211) Remain 00:55:45 loss: 2.3476 Lr: 2.93966e-03 +[2025-03-27 16:40:03,443 INFO hook.py line 566 8122] Train: [48/100][100/300] Data 0.008 (0.048) Batch 0.187 (0.222) Remain 00:58:27 loss: 1.9985 Lr: 2.92609e-03 +[2025-03-27 16:40:15,749 INFO hook.py line 566 8122] Train: [48/100][150/300] Data 0.002 (0.052) Batch 0.228 (0.230) Remain 01:00:25 loss: 2.0295 Lr: 2.91278e-03 +[2025-03-27 16:40:28,399 INFO hook.py line 566 8122] Train: [48/100][200/300] Data 0.002 (0.052) Batch 0.107 (0.236) Remain 01:01:44 loss: 2.2472 Lr: 2.89919e-03 +[2025-03-27 16:40:40,079 INFO hook.py line 566 8122] Train: [48/100][250/300] Data 0.003 (0.055) Batch 0.112 (0.235) Remain 01:01:25 loss: 1.9583 Lr: 2.88558e-03 +[2025-03-27 16:40:48,275 INFO hook.py line 566 8122] Train: [48/100][300/300] Data 0.000 (0.048) Batch 0.081 (0.223) Remain 00:58:05 loss: 2.1340 Lr: 2.87196e-03 +[2025-03-27 16:40:48,275 INFO misc.py line 135 8122] Train result: loss: 2.0936 +[2025-03-27 16:40:48,312 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:41:02,066 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8539 +[2025-03-27 16:41:02,111 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5760 +[2025-03-27 16:41:02,473 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6969 +[2025-03-27 16:41:02,525 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2429 +[2025-03-27 16:41:02,564 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7436 +[2025-03-27 16:41:02,615 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8212 +[2025-03-27 16:41:02,663 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6567 +[2025-03-27 16:41:02,691 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0926 +[2025-03-27 16:41:02,738 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4299 +[2025-03-27 16:41:02,774 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3845 +[2025-03-27 16:41:02,816 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6465 +[2025-03-27 16:41:02,847 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4766 +[2025-03-27 16:41:02,891 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5567 +[2025-03-27 16:41:02,927 INFO hook.py line 746 8122] Test: [14/78] Loss 2.0984 +[2025-03-27 16:41:02,960 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1370 +[2025-03-27 16:41:03,001 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1536 +[2025-03-27 16:41:03,036 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4147 +[2025-03-27 16:41:03,073 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9087 +[2025-03-27 16:41:03,113 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5902 +[2025-03-27 16:41:03,153 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4649 +[2025-03-27 16:41:03,190 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0070 +[2025-03-27 16:41:03,236 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0038 +[2025-03-27 16:41:03,266 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8719 +[2025-03-27 16:41:03,309 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6370 +[2025-03-27 16:41:03,346 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0321 +[2025-03-27 16:41:03,381 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4943 +[2025-03-27 16:41:03,435 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0296 +[2025-03-27 16:41:03,466 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2423 +[2025-03-27 16:41:03,493 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0977 +[2025-03-27 16:41:03,545 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5409 +[2025-03-27 16:41:03,603 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5302 +[2025-03-27 16:41:03,635 INFO hook.py line 746 8122] Test: [32/78] Loss 2.1849 +[2025-03-27 16:41:03,683 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1352 +[2025-03-27 16:41:03,716 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7596 +[2025-03-27 16:41:03,748 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2099 +[2025-03-27 16:41:03,783 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6828 +[2025-03-27 16:41:03,818 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5364 +[2025-03-27 16:41:03,847 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2276 +[2025-03-27 16:41:03,904 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0577 +[2025-03-27 16:41:03,947 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1104 +[2025-03-27 16:41:03,994 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6380 +[2025-03-27 16:41:04,024 INFO hook.py line 746 8122] Test: [42/78] Loss 2.2942 +[2025-03-27 16:41:04,060 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8085 +[2025-03-27 16:41:04,111 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3710 +[2025-03-27 16:41:04,139 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1703 +[2025-03-27 16:41:04,184 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8071 +[2025-03-27 16:41:04,218 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9183 +[2025-03-27 16:41:04,248 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8886 +[2025-03-27 16:41:04,277 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3298 +[2025-03-27 16:41:04,304 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7395 +[2025-03-27 16:41:04,329 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1343 +[2025-03-27 16:41:04,359 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9651 +[2025-03-27 16:41:04,381 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1863 +[2025-03-27 16:41:04,412 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3103 +[2025-03-27 16:41:04,444 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9231 +[2025-03-27 16:41:04,480 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1456 +[2025-03-27 16:41:04,509 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8192 +[2025-03-27 16:41:04,532 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8118 +[2025-03-27 16:41:04,568 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4629 +[2025-03-27 16:41:04,597 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5630 +[2025-03-27 16:41:04,619 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5064 +[2025-03-27 16:41:04,649 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6306 +[2025-03-27 16:41:04,682 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6745 +[2025-03-27 16:41:04,732 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9639 +[2025-03-27 16:41:04,757 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2397 +[2025-03-27 16:41:04,793 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8483 +[2025-03-27 16:41:04,828 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5641 +[2025-03-27 16:41:04,857 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7284 +[2025-03-27 16:41:04,883 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7597 +[2025-03-27 16:41:04,934 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6560 +[2025-03-27 16:41:04,972 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9389 +[2025-03-27 16:41:05,019 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1323 +[2025-03-27 16:41:05,064 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2746 +[2025-03-27 16:41:05,100 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2985 +[2025-03-27 16:41:05,144 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2278 +[2025-03-27 16:41:05,168 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5093 +[2025-03-27 16:41:05,220 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3401 +[2025-03-27 16:41:05,244 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3329 +[2025-03-27 16:41:06,481 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:41:06,481 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:41:06,481 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] wall : 0.6002 0.9189 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] floor : 0.7686 0.9550 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] cabinet : 0.0812 0.0943 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] bed : 0.1381 0.1690 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] chair : 0.5006 0.6938 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] sofa : 0.1798 0.2316 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] table : 0.2991 0.4773 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] door : 0.1043 0.1176 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] window : 0.2105 0.2568 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] bookshelf : 0.0981 0.1121 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] picture : 0.2150 0.3772 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] counter : 0.0210 0.0229 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] desk : 0.0086 0.0089 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] curtain : 0.1407 0.1567 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] shower curtain : 0.1455 0.1816 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] toilet : 0.3355 0.5292 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] sink : 0.3174 0.4498 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] bathtub : 0.1124 0.1408 +[2025-03-27 16:41:06,482 INFO hook.py line 689 8122] otherfurniture : 0.1217 0.1455 +[2025-03-27 16:41:06,482 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:41:06,482 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2199/0.3020/0.6609. +[2025-03-27 16:41:06,483 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:41:06,504 INFO misc.py line 164 8122] Currently Best mIoU: 0.2202 +[2025-03-27 16:41:06,504 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:41:23,225 INFO hook.py line 566 8122] Train: [49/100][50/300] Data 0.358 (0.065) Batch 0.647 (0.231) Remain 00:59:48 loss: 2.1224 Lr: 2.85833e-03 +[2025-03-27 16:41:36,854 INFO hook.py line 566 8122] Train: [49/100][100/300] Data 0.002 (0.093) Batch 0.106 (0.252) Remain 01:05:10 loss: 2.0386 Lr: 2.84469e-03 +[2025-03-27 16:41:48,087 INFO hook.py line 566 8122] Train: [49/100][150/300] Data 0.002 (0.094) Batch 0.117 (0.243) Remain 01:02:32 loss: 1.9925 Lr: 2.83104e-03 +[2025-03-27 16:41:59,392 INFO hook.py line 566 8122] Train: [49/100][200/300] Data 0.002 (0.086) Batch 0.216 (0.239) Remain 01:01:15 loss: 1.9355 Lr: 2.81738e-03 +[2025-03-27 16:42:10,777 INFO hook.py line 566 8122] Train: [49/100][250/300] Data 0.002 (0.081) Batch 0.279 (0.236) Remain 01:00:29 loss: 2.3728 Lr: 2.80371e-03 +[2025-03-27 16:42:19,026 INFO hook.py line 566 8122] Train: [49/100][300/300] Data 0.000 (0.068) Batch 0.075 (0.224) Remain 00:57:13 loss: 2.3485 Lr: 2.79003e-03 +[2025-03-27 16:42:19,026 INFO misc.py line 135 8122] Train result: loss: 2.0803 +[2025-03-27 16:42:19,059 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:42:32,793 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8340 +[2025-03-27 16:42:32,830 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5738 +[2025-03-27 16:42:32,869 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6968 +[2025-03-27 16:42:32,913 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2438 +[2025-03-27 16:42:32,945 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7290 +[2025-03-27 16:42:33,004 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8320 +[2025-03-27 16:42:33,053 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6526 +[2025-03-27 16:42:33,084 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0919 +[2025-03-27 16:42:33,126 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4211 +[2025-03-27 16:42:33,162 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3555 +[2025-03-27 16:42:33,207 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6504 +[2025-03-27 16:42:33,237 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4696 +[2025-03-27 16:42:33,280 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5343 +[2025-03-27 16:42:33,322 INFO hook.py line 746 8122] Test: [14/78] Loss 2.0988 +[2025-03-27 16:42:33,464 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1437 +[2025-03-27 16:42:33,504 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1387 +[2025-03-27 16:42:33,543 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4206 +[2025-03-27 16:42:33,571 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9200 +[2025-03-27 16:42:33,612 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5865 +[2025-03-27 16:42:33,643 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4753 +[2025-03-27 16:42:33,677 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0027 +[2025-03-27 16:42:33,714 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0014 +[2025-03-27 16:42:33,746 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8660 +[2025-03-27 16:42:33,786 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6440 +[2025-03-27 16:42:33,823 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0168 +[2025-03-27 16:42:33,859 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4972 +[2025-03-27 16:42:33,906 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0276 +[2025-03-27 16:42:33,937 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2593 +[2025-03-27 16:42:33,964 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0942 +[2025-03-27 16:42:34,015 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5466 +[2025-03-27 16:42:34,069 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5104 +[2025-03-27 16:42:34,104 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2066 +[2025-03-27 16:42:34,152 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1422 +[2025-03-27 16:42:34,185 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7632 +[2025-03-27 16:42:34,217 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2167 +[2025-03-27 16:42:34,251 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6877 +[2025-03-27 16:42:34,284 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5390 +[2025-03-27 16:42:34,314 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2220 +[2025-03-27 16:42:34,373 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0616 +[2025-03-27 16:42:34,420 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1135 +[2025-03-27 16:42:34,460 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6341 +[2025-03-27 16:42:34,485 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3088 +[2025-03-27 16:42:34,527 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7936 +[2025-03-27 16:42:34,579 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3755 +[2025-03-27 16:42:34,610 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1514 +[2025-03-27 16:42:34,653 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8006 +[2025-03-27 16:42:34,687 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9015 +[2025-03-27 16:42:34,717 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8884 +[2025-03-27 16:42:34,744 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3540 +[2025-03-27 16:42:34,771 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7298 +[2025-03-27 16:42:34,797 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1556 +[2025-03-27 16:42:34,827 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9632 +[2025-03-27 16:42:34,849 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1980 +[2025-03-27 16:42:34,879 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3165 +[2025-03-27 16:42:34,911 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9164 +[2025-03-27 16:42:34,946 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1528 +[2025-03-27 16:42:34,975 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8175 +[2025-03-27 16:42:34,997 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7892 +[2025-03-27 16:42:35,033 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4592 +[2025-03-27 16:42:35,063 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5792 +[2025-03-27 16:42:35,085 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5256 +[2025-03-27 16:42:35,116 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6349 +[2025-03-27 16:42:35,150 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6767 +[2025-03-27 16:42:35,202 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9634 +[2025-03-27 16:42:35,227 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2457 +[2025-03-27 16:42:35,264 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8424 +[2025-03-27 16:42:35,300 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5778 +[2025-03-27 16:42:35,331 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7192 +[2025-03-27 16:42:35,357 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7583 +[2025-03-27 16:42:35,408 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6502 +[2025-03-27 16:42:35,446 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9588 +[2025-03-27 16:42:35,493 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1354 +[2025-03-27 16:42:35,538 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2811 +[2025-03-27 16:42:35,575 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3051 +[2025-03-27 16:42:35,620 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2201 +[2025-03-27 16:42:35,645 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4981 +[2025-03-27 16:42:35,696 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3473 +[2025-03-27 16:42:35,720 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3387 +[2025-03-27 16:42:36,893 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:42:36,893 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:42:36,893 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:42:36,893 INFO hook.py line 689 8122] wall : 0.6015 0.9181 +[2025-03-27 16:42:36,893 INFO hook.py line 689 8122] floor : 0.7688 0.9543 +[2025-03-27 16:42:36,893 INFO hook.py line 689 8122] cabinet : 0.0889 0.1072 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] bed : 0.1396 0.1720 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] chair : 0.4993 0.7055 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] sofa : 0.1751 0.2217 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] table : 0.2997 0.4749 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] door : 0.1105 0.1259 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] window : 0.2132 0.2620 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] bookshelf : 0.0897 0.1002 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] picture : 0.2134 0.3694 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] counter : 0.0242 0.0269 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] desk : 0.0069 0.0072 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] curtain : 0.1368 0.1511 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] shower curtain : 0.1446 0.1794 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] toilet : 0.3305 0.5407 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] sink : 0.3178 0.4458 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] bathtub : 0.1161 0.1475 +[2025-03-27 16:42:36,894 INFO hook.py line 689 8122] otherfurniture : 0.1118 0.1295 +[2025-03-27 16:42:36,894 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:42:36,894 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3020/0.6611. +[2025-03-27 16:42:36,895 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:42:36,917 INFO misc.py line 164 8122] Currently Best mIoU: 0.2202 +[2025-03-27 16:42:36,918 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:42:54,168 INFO hook.py line 566 8122] Train: [50/100][50/300] Data 0.149 (0.085) Batch 0.241 (0.231) Remain 00:58:46 loss: 2.4715 Lr: 2.77634e-03 +[2025-03-27 16:43:06,119 INFO hook.py line 566 8122] Train: [50/100][100/300] Data 0.002 (0.060) Batch 0.108 (0.235) Remain 00:59:35 loss: 1.8913 Lr: 2.76264e-03 +[2025-03-27 16:43:18,298 INFO hook.py line 566 8122] Train: [50/100][150/300] Data 0.005 (0.076) Batch 0.124 (0.238) Remain 01:00:06 loss: 2.0169 Lr: 2.74894e-03 +[2025-03-27 16:43:29,430 INFO hook.py line 566 8122] Train: [50/100][200/300] Data 0.009 (0.066) Batch 0.255 (0.234) Remain 00:58:55 loss: 1.9485 Lr: 2.73522e-03 +[2025-03-27 16:43:40,303 INFO hook.py line 566 8122] Train: [50/100][250/300] Data 0.009 (0.054) Batch 0.199 (0.231) Remain 00:57:53 loss: 1.8924 Lr: 2.72150e-03 +[2025-03-27 16:43:49,131 INFO hook.py line 566 8122] Train: [50/100][300/300] Data 0.001 (0.045) Batch 0.077 (0.222) Remain 00:55:24 loss: 2.1995 Lr: 2.70778e-03 +[2025-03-27 16:43:49,131 INFO misc.py line 135 8122] Train result: loss: 2.0833 +[2025-03-27 16:43:49,165 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:44:02,819 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8433 +[2025-03-27 16:44:03,078 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5915 +[2025-03-27 16:44:03,128 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6928 +[2025-03-27 16:44:03,172 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2408 +[2025-03-27 16:44:03,206 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7339 +[2025-03-27 16:44:03,585 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8234 +[2025-03-27 16:44:03,635 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6560 +[2025-03-27 16:44:03,663 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0889 +[2025-03-27 16:44:03,702 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4277 +[2025-03-27 16:44:03,729 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3531 +[2025-03-27 16:44:03,776 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6778 +[2025-03-27 16:44:03,806 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4753 +[2025-03-27 16:44:03,850 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5767 +[2025-03-27 16:44:04,480 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1490 +[2025-03-27 16:44:04,514 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1378 +[2025-03-27 16:44:04,556 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1493 +[2025-03-27 16:44:04,596 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4177 +[2025-03-27 16:44:04,637 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9100 +[2025-03-27 16:44:04,676 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5780 +[2025-03-27 16:44:04,715 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4895 +[2025-03-27 16:44:04,749 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9992 +[2025-03-27 16:44:04,785 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0095 +[2025-03-27 16:44:04,811 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8606 +[2025-03-27 16:44:04,850 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6408 +[2025-03-27 16:44:04,894 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0113 +[2025-03-27 16:44:04,932 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4817 +[2025-03-27 16:44:04,978 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0305 +[2025-03-27 16:44:05,008 INFO hook.py line 746 8122] Test: [28/78] Loss 2.3054 +[2025-03-27 16:44:05,035 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0964 +[2025-03-27 16:44:05,085 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5459 +[2025-03-27 16:44:05,140 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5298 +[2025-03-27 16:44:05,173 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2477 +[2025-03-27 16:44:05,220 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1329 +[2025-03-27 16:44:05,255 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7573 +[2025-03-27 16:44:05,287 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2033 +[2025-03-27 16:44:05,329 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6616 +[2025-03-27 16:44:05,369 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5381 +[2025-03-27 16:44:05,401 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2294 +[2025-03-27 16:44:05,457 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0604 +[2025-03-27 16:44:05,501 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1141 +[2025-03-27 16:44:05,545 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6331 +[2025-03-27 16:44:05,574 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3244 +[2025-03-27 16:44:05,612 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7942 +[2025-03-27 16:44:05,664 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3723 +[2025-03-27 16:44:05,693 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1548 +[2025-03-27 16:44:05,738 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7854 +[2025-03-27 16:44:05,772 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9209 +[2025-03-27 16:44:05,802 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9066 +[2025-03-27 16:44:05,830 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3846 +[2025-03-27 16:44:05,857 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7301 +[2025-03-27 16:44:05,882 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1467 +[2025-03-27 16:44:05,913 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9474 +[2025-03-27 16:44:05,935 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1820 +[2025-03-27 16:44:05,965 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3017 +[2025-03-27 16:44:05,998 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9134 +[2025-03-27 16:44:06,033 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1401 +[2025-03-27 16:44:06,061 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8213 +[2025-03-27 16:44:06,083 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7968 +[2025-03-27 16:44:06,119 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4640 +[2025-03-27 16:44:06,147 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5724 +[2025-03-27 16:44:06,167 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5799 +[2025-03-27 16:44:06,195 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6142 +[2025-03-27 16:44:06,227 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6640 +[2025-03-27 16:44:06,278 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9744 +[2025-03-27 16:44:06,302 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2179 +[2025-03-27 16:44:06,337 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8458 +[2025-03-27 16:44:06,372 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5831 +[2025-03-27 16:44:06,401 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7172 +[2025-03-27 16:44:06,427 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7554 +[2025-03-27 16:44:06,478 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6405 +[2025-03-27 16:44:06,517 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9837 +[2025-03-27 16:44:06,565 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1351 +[2025-03-27 16:44:06,609 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2699 +[2025-03-27 16:44:06,646 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2890 +[2025-03-27 16:44:06,691 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2320 +[2025-03-27 16:44:06,716 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5154 +[2025-03-27 16:44:06,767 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3385 +[2025-03-27 16:44:06,792 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3482 +[2025-03-27 16:44:08,031 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:44:08,031 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:44:08,031 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:44:08,031 INFO hook.py line 689 8122] wall : 0.5967 0.9232 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] floor : 0.7703 0.9536 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] cabinet : 0.0789 0.0918 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] bed : 0.1442 0.1822 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] chair : 0.4998 0.6999 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] sofa : 0.1709 0.2131 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] table : 0.2998 0.4720 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] door : 0.1047 0.1187 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] window : 0.2021 0.2428 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] bookshelf : 0.0762 0.0832 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] picture : 0.2120 0.3689 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] counter : 0.0325 0.0377 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] desk : 0.0103 0.0108 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] curtain : 0.1376 0.1530 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] refridgerator : 0.0006 0.0006 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] shower curtain : 0.1415 0.1738 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] toilet : 0.3340 0.5344 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] sink : 0.3222 0.4445 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] bathtub : 0.1103 0.1371 +[2025-03-27 16:44:08,032 INFO hook.py line 689 8122] otherfurniture : 0.1111 0.1281 +[2025-03-27 16:44:08,032 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:44:08,032 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2178/0.2985/0.6600. +[2025-03-27 16:44:08,033 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:44:08,055 INFO misc.py line 164 8122] Currently Best mIoU: 0.2202 +[2025-03-27 16:44:08,056 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:44:25,838 INFO hook.py line 566 8122] Train: [51/100][50/300] Data 0.002 (0.100) Batch 0.105 (0.269) Remain 01:06:57 loss: 2.4181 Lr: 2.69404e-03 +[2025-03-27 16:44:37,045 INFO hook.py line 566 8122] Train: [51/100][100/300] Data 0.709 (0.082) Batch 0.909 (0.246) Remain 01:01:01 loss: 1.9558 Lr: 2.68030e-03 +[2025-03-27 16:44:48,220 INFO hook.py line 566 8122] Train: [51/100][150/300] Data 0.004 (0.069) Batch 0.163 (0.238) Remain 00:58:57 loss: 2.1244 Lr: 2.66656e-03 +[2025-03-27 16:45:00,193 INFO hook.py line 566 8122] Train: [51/100][200/300] Data 0.001 (0.064) Batch 0.117 (0.239) Remain 00:58:49 loss: 2.2324 Lr: 2.65281e-03 +[2025-03-27 16:45:12,029 INFO hook.py line 566 8122] Train: [51/100][250/300] Data 0.005 (0.063) Batch 0.159 (0.238) Remain 00:58:32 loss: 2.2248 Lr: 2.63906e-03 +[2025-03-27 16:45:20,429 INFO hook.py line 566 8122] Train: [51/100][300/300] Data 0.001 (0.053) Batch 0.082 (0.226) Remain 00:55:27 loss: 2.1147 Lr: 2.62530e-03 +[2025-03-27 16:45:20,429 INFO misc.py line 135 8122] Train result: loss: 2.0940 +[2025-03-27 16:45:20,457 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:45:33,875 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8084 +[2025-03-27 16:45:34,137 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5757 +[2025-03-27 16:45:34,180 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6766 +[2025-03-27 16:45:34,417 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2409 +[2025-03-27 16:45:34,452 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7226 +[2025-03-27 16:45:34,507 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8172 +[2025-03-27 16:45:34,554 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6459 +[2025-03-27 16:45:34,744 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0888 +[2025-03-27 16:45:34,783 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4388 +[2025-03-27 16:45:34,813 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3597 +[2025-03-27 16:45:34,855 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6578 +[2025-03-27 16:45:34,884 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4797 +[2025-03-27 16:45:34,928 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5611 +[2025-03-27 16:45:35,003 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1005 +[2025-03-27 16:45:35,038 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1284 +[2025-03-27 16:45:35,077 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1590 +[2025-03-27 16:45:35,112 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4278 +[2025-03-27 16:45:35,144 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9125 +[2025-03-27 16:45:35,187 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5725 +[2025-03-27 16:45:35,226 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4944 +[2025-03-27 16:45:35,260 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0128 +[2025-03-27 16:45:35,301 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0100 +[2025-03-27 16:45:35,330 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8595 +[2025-03-27 16:45:35,370 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6286 +[2025-03-27 16:45:35,407 INFO hook.py line 746 8122] Test: [25/78] Loss 1.9981 +[2025-03-27 16:45:35,442 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4855 +[2025-03-27 16:45:35,489 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0378 +[2025-03-27 16:45:35,521 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2633 +[2025-03-27 16:45:35,548 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1152 +[2025-03-27 16:45:35,596 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5415 +[2025-03-27 16:45:35,650 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5374 +[2025-03-27 16:45:35,684 INFO hook.py line 746 8122] Test: [32/78] Loss 2.1975 +[2025-03-27 16:45:35,731 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1322 +[2025-03-27 16:45:35,764 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7522 +[2025-03-27 16:45:35,797 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2018 +[2025-03-27 16:45:35,830 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6807 +[2025-03-27 16:45:35,864 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5387 +[2025-03-27 16:45:35,896 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2451 +[2025-03-27 16:45:35,954 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0589 +[2025-03-27 16:45:35,997 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1149 +[2025-03-27 16:45:36,037 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6362 +[2025-03-27 16:45:36,062 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3633 +[2025-03-27 16:45:36,099 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7668 +[2025-03-27 16:45:36,152 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3846 +[2025-03-27 16:45:36,181 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1221 +[2025-03-27 16:45:36,227 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7751 +[2025-03-27 16:45:36,261 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9042 +[2025-03-27 16:45:36,291 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8900 +[2025-03-27 16:45:36,319 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3339 +[2025-03-27 16:45:36,346 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7168 +[2025-03-27 16:45:36,370 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1633 +[2025-03-27 16:45:36,401 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9461 +[2025-03-27 16:45:36,424 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1873 +[2025-03-27 16:45:36,454 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3026 +[2025-03-27 16:45:36,487 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9266 +[2025-03-27 16:45:36,523 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1424 +[2025-03-27 16:45:36,551 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8158 +[2025-03-27 16:45:36,573 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7811 +[2025-03-27 16:45:36,608 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4667 +[2025-03-27 16:45:36,638 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5866 +[2025-03-27 16:45:36,659 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5218 +[2025-03-27 16:45:36,690 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6231 +[2025-03-27 16:45:36,722 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6583 +[2025-03-27 16:45:36,774 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9642 +[2025-03-27 16:45:36,799 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2236 +[2025-03-27 16:45:36,835 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8398 +[2025-03-27 16:45:36,869 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5779 +[2025-03-27 16:45:36,898 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7073 +[2025-03-27 16:45:36,924 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7688 +[2025-03-27 16:45:36,975 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6604 +[2025-03-27 16:45:37,013 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9647 +[2025-03-27 16:45:37,060 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1415 +[2025-03-27 16:45:37,104 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2766 +[2025-03-27 16:45:37,141 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2899 +[2025-03-27 16:45:37,186 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2494 +[2025-03-27 16:45:37,211 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5014 +[2025-03-27 16:45:37,262 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3491 +[2025-03-27 16:45:37,287 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3664 +[2025-03-27 16:45:38,429 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:45:38,430 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:45:38,430 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] wall : 0.5995 0.9207 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] floor : 0.7714 0.9528 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] cabinet : 0.0873 0.1047 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] bed : 0.1468 0.1877 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] chair : 0.5025 0.6983 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] sofa : 0.1636 0.1990 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] table : 0.3025 0.4659 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] door : 0.1137 0.1313 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] window : 0.2133 0.2633 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] bookshelf : 0.0948 0.1073 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] picture : 0.2131 0.3651 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] counter : 0.0273 0.0306 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] desk : 0.0109 0.0115 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] curtain : 0.1341 0.1476 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] refridgerator : 0.0002 0.0002 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] shower curtain : 0.1518 0.1948 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] toilet : 0.3264 0.5552 +[2025-03-27 16:45:38,430 INFO hook.py line 689 8122] sink : 0.3200 0.4474 +[2025-03-27 16:45:38,431 INFO hook.py line 689 8122] bathtub : 0.1231 0.1618 +[2025-03-27 16:45:38,431 INFO hook.py line 689 8122] otherfurniture : 0.1162 0.1363 +[2025-03-27 16:45:38,431 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:45:38,431 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2209/0.3041/0.6613. +[2025-03-27 16:45:38,431 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:45:38,453 INFO misc.py line 159 8122] Best validation mIoU updated to: 0.2209 +[2025-03-27 16:45:38,453 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:45:38,453 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:45:55,286 INFO hook.py line 566 8122] Train: [52/100][50/300] Data 0.005 (0.043) Batch 0.251 (0.229) Remain 00:56:01 loss: 1.9053 Lr: 2.61154e-03 +[2025-03-27 16:46:07,442 INFO hook.py line 566 8122] Train: [52/100][100/300] Data 0.005 (0.043) Batch 0.122 (0.237) Remain 00:57:33 loss: 2.1982 Lr: 2.59777e-03 +[2025-03-27 16:46:18,652 INFO hook.py line 566 8122] Train: [52/100][150/300] Data 0.002 (0.042) Batch 0.138 (0.232) Remain 00:56:20 loss: 2.1904 Lr: 2.58400e-03 +[2025-03-27 16:46:30,392 INFO hook.py line 566 8122] Train: [52/100][200/300] Data 0.004 (0.048) Batch 0.117 (0.233) Remain 00:56:17 loss: 2.0098 Lr: 2.57023e-03 +[2025-03-27 16:46:41,847 INFO hook.py line 566 8122] Train: [52/100][250/300] Data 0.001 (0.054) Batch 0.111 (0.232) Remain 00:55:54 loss: 2.1726 Lr: 2.55646e-03 +[2025-03-27 16:46:49,583 INFO hook.py line 566 8122] Train: [52/100][300/300] Data 0.001 (0.054) Batch 0.070 (0.219) Remain 00:52:35 loss: 1.8438 Lr: 2.54268e-03 +[2025-03-27 16:46:49,584 INFO misc.py line 135 8122] Train result: loss: 2.0665 +[2025-03-27 16:46:49,616 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:47:02,912 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8559 +[2025-03-27 16:47:03,237 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5847 +[2025-03-27 16:47:03,412 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6811 +[2025-03-27 16:47:03,469 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2370 +[2025-03-27 16:47:03,511 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7353 +[2025-03-27 16:47:03,563 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8184 +[2025-03-27 16:47:03,768 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6508 +[2025-03-27 16:47:03,794 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0868 +[2025-03-27 16:47:03,833 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4254 +[2025-03-27 16:47:03,870 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3596 +[2025-03-27 16:47:03,921 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6566 +[2025-03-27 16:47:04,074 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4686 +[2025-03-27 16:47:04,117 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5621 +[2025-03-27 16:47:04,156 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1151 +[2025-03-27 16:47:04,191 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1308 +[2025-03-27 16:47:04,233 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1389 +[2025-03-27 16:47:04,271 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4154 +[2025-03-27 16:47:04,301 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9052 +[2025-03-27 16:47:04,343 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5843 +[2025-03-27 16:47:04,376 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4628 +[2025-03-27 16:47:04,408 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0030 +[2025-03-27 16:47:04,445 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0042 +[2025-03-27 16:47:04,479 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8514 +[2025-03-27 16:47:04,519 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6338 +[2025-03-27 16:47:04,556 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0208 +[2025-03-27 16:47:04,594 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4930 +[2025-03-27 16:47:04,642 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0250 +[2025-03-27 16:47:04,675 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2881 +[2025-03-27 16:47:04,701 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0941 +[2025-03-27 16:47:04,751 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5429 +[2025-03-27 16:47:04,806 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5148 +[2025-03-27 16:47:04,841 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2277 +[2025-03-27 16:47:04,888 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1372 +[2025-03-27 16:47:04,922 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7573 +[2025-03-27 16:47:04,956 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2126 +[2025-03-27 16:47:04,991 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6724 +[2025-03-27 16:47:05,024 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5365 +[2025-03-27 16:47:05,053 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2240 +[2025-03-27 16:47:05,110 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0582 +[2025-03-27 16:47:05,152 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1147 +[2025-03-27 16:47:05,192 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6349 +[2025-03-27 16:47:05,217 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3350 +[2025-03-27 16:47:05,249 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8058 +[2025-03-27 16:47:05,304 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3804 +[2025-03-27 16:47:05,339 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1685 +[2025-03-27 16:47:05,382 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8112 +[2025-03-27 16:47:05,418 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9119 +[2025-03-27 16:47:05,448 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9027 +[2025-03-27 16:47:05,476 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3634 +[2025-03-27 16:47:05,504 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7238 +[2025-03-27 16:47:05,528 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1481 +[2025-03-27 16:47:05,558 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9514 +[2025-03-27 16:47:05,579 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1880 +[2025-03-27 16:47:05,609 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2918 +[2025-03-27 16:47:05,641 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9153 +[2025-03-27 16:47:05,677 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1419 +[2025-03-27 16:47:05,705 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8269 +[2025-03-27 16:47:05,727 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8067 +[2025-03-27 16:47:05,762 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4601 +[2025-03-27 16:47:05,792 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5779 +[2025-03-27 16:47:05,813 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5614 +[2025-03-27 16:47:05,843 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6300 +[2025-03-27 16:47:05,876 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6683 +[2025-03-27 16:47:05,927 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9710 +[2025-03-27 16:47:05,951 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2235 +[2025-03-27 16:47:05,987 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8506 +[2025-03-27 16:47:06,022 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5791 +[2025-03-27 16:47:06,050 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7130 +[2025-03-27 16:47:06,077 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7538 +[2025-03-27 16:47:06,128 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6463 +[2025-03-27 16:47:06,166 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9804 +[2025-03-27 16:47:06,213 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1296 +[2025-03-27 16:47:06,259 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2754 +[2025-03-27 16:47:06,295 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2808 +[2025-03-27 16:47:06,341 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2211 +[2025-03-27 16:47:06,366 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4971 +[2025-03-27 16:47:06,417 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3432 +[2025-03-27 16:47:06,441 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3358 +[2025-03-27 16:47:07,575 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:47:07,575 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:47:07,575 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:47:07,575 INFO hook.py line 689 8122] wall : 0.5998 0.9194 +[2025-03-27 16:47:07,575 INFO hook.py line 689 8122] floor : 0.7692 0.9545 +[2025-03-27 16:47:07,575 INFO hook.py line 689 8122] cabinet : 0.0821 0.0959 +[2025-03-27 16:47:07,575 INFO hook.py line 689 8122] bed : 0.1455 0.1850 +[2025-03-27 16:47:07,575 INFO hook.py line 689 8122] chair : 0.5000 0.7082 +[2025-03-27 16:47:07,575 INFO hook.py line 689 8122] sofa : 0.1646 0.2014 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] table : 0.3003 0.4744 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] door : 0.1057 0.1196 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] window : 0.2093 0.2556 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] bookshelf : 0.0775 0.0848 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] picture : 0.2130 0.3683 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] counter : 0.0262 0.0293 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] desk : 0.0097 0.0102 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] curtain : 0.1395 0.1550 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] shower curtain : 0.1431 0.1770 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] toilet : 0.3389 0.5216 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] sink : 0.3183 0.4529 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] bathtub : 0.1090 0.1336 +[2025-03-27 16:47:07,576 INFO hook.py line 689 8122] otherfurniture : 0.1175 0.1392 +[2025-03-27 16:47:07,576 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:47:07,576 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2185/0.2993/0.6607. +[2025-03-27 16:47:07,576 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:47:07,597 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:47:07,597 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:47:25,160 INFO hook.py line 566 8122] Train: [53/100][50/300] Data 0.002 (0.025) Batch 0.109 (0.253) Remain 01:00:32 loss: 1.9705 Lr: 2.52891e-03 +[2025-03-27 16:47:35,671 INFO hook.py line 566 8122] Train: [53/100][100/300] Data 0.002 (0.019) Batch 0.150 (0.231) Remain 00:55:03 loss: 1.9190 Lr: 2.51513e-03 +[2025-03-27 16:47:47,424 INFO hook.py line 566 8122] Train: [53/100][150/300] Data 0.002 (0.018) Batch 0.239 (0.232) Remain 00:55:11 loss: 1.8091 Lr: 2.50135e-03 +[2025-03-27 16:47:58,457 INFO hook.py line 566 8122] Train: [53/100][200/300] Data 0.003 (0.015) Batch 0.185 (0.229) Remain 00:54:17 loss: 1.9715 Lr: 2.48757e-03 +[2025-03-27 16:48:09,503 INFO hook.py line 566 8122] Train: [53/100][250/300] Data 0.002 (0.013) Batch 0.250 (0.228) Remain 00:53:41 loss: 1.8894 Lr: 2.47380e-03 +[2025-03-27 16:48:17,502 INFO hook.py line 566 8122] Train: [53/100][300/300] Data 0.000 (0.011) Batch 0.069 (0.216) Remain 00:50:49 loss: 2.0722 Lr: 2.46002e-03 +[2025-03-27 16:48:17,502 INFO misc.py line 135 8122] Train result: loss: 2.0867 +[2025-03-27 16:48:17,535 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:48:30,769 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8382 +[2025-03-27 16:48:31,301 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5783 +[2025-03-27 16:48:31,331 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6867 +[2025-03-27 16:48:31,376 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2372 +[2025-03-27 16:48:31,409 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7238 +[2025-03-27 16:48:31,457 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8204 +[2025-03-27 16:48:31,505 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6447 +[2025-03-27 16:48:31,536 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0950 +[2025-03-27 16:48:31,576 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4297 +[2025-03-27 16:48:31,608 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3510 +[2025-03-27 16:48:31,654 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6492 +[2025-03-27 16:48:31,778 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4719 +[2025-03-27 16:48:31,821 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5495 +[2025-03-27 16:48:31,856 INFO hook.py line 746 8122] Test: [14/78] Loss 2.0986 +[2025-03-27 16:48:31,890 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1356 +[2025-03-27 16:48:31,939 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1446 +[2025-03-27 16:48:31,976 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4221 +[2025-03-27 16:48:32,006 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9134 +[2025-03-27 16:48:32,050 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5852 +[2025-03-27 16:48:32,081 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4696 +[2025-03-27 16:48:32,116 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0058 +[2025-03-27 16:48:32,153 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0054 +[2025-03-27 16:48:32,191 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8551 +[2025-03-27 16:48:32,231 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6370 +[2025-03-27 16:48:32,268 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0131 +[2025-03-27 16:48:32,304 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4912 +[2025-03-27 16:48:32,351 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0308 +[2025-03-27 16:48:32,395 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2673 +[2025-03-27 16:48:32,422 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1004 +[2025-03-27 16:48:32,470 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5490 +[2025-03-27 16:48:32,524 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5186 +[2025-03-27 16:48:32,557 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2044 +[2025-03-27 16:48:32,604 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1395 +[2025-03-27 16:48:32,638 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7551 +[2025-03-27 16:48:32,671 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2153 +[2025-03-27 16:48:32,705 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6704 +[2025-03-27 16:48:32,738 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5410 +[2025-03-27 16:48:32,766 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2293 +[2025-03-27 16:48:32,823 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0617 +[2025-03-27 16:48:32,869 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1106 +[2025-03-27 16:48:32,909 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6285 +[2025-03-27 16:48:32,934 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3543 +[2025-03-27 16:48:32,972 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7953 +[2025-03-27 16:48:33,025 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3832 +[2025-03-27 16:48:33,056 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1503 +[2025-03-27 16:48:33,097 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7978 +[2025-03-27 16:48:33,132 INFO hook.py line 746 8122] Test: [47/78] Loss 1.8994 +[2025-03-27 16:48:33,162 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8932 +[2025-03-27 16:48:33,190 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3464 +[2025-03-27 16:48:33,216 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7231 +[2025-03-27 16:48:33,242 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1659 +[2025-03-27 16:48:33,272 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9515 +[2025-03-27 16:48:33,295 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1986 +[2025-03-27 16:48:33,326 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3014 +[2025-03-27 16:48:33,358 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9178 +[2025-03-27 16:48:33,394 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1590 +[2025-03-27 16:48:33,422 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8167 +[2025-03-27 16:48:33,444 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7970 +[2025-03-27 16:48:33,480 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4517 +[2025-03-27 16:48:33,509 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5877 +[2025-03-27 16:48:33,529 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5317 +[2025-03-27 16:48:33,558 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6332 +[2025-03-27 16:48:33,591 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6719 +[2025-03-27 16:48:33,642 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9709 +[2025-03-27 16:48:33,666 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2476 +[2025-03-27 16:48:33,703 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8424 +[2025-03-27 16:48:33,738 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5844 +[2025-03-27 16:48:33,767 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7110 +[2025-03-27 16:48:33,793 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7616 +[2025-03-27 16:48:33,844 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6427 +[2025-03-27 16:48:33,882 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9684 +[2025-03-27 16:48:33,928 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1291 +[2025-03-27 16:48:33,973 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2874 +[2025-03-27 16:48:34,010 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2932 +[2025-03-27 16:48:34,055 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2230 +[2025-03-27 16:48:34,081 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4972 +[2025-03-27 16:48:34,132 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3371 +[2025-03-27 16:48:34,155 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3392 +[2025-03-27 16:48:35,291 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:48:35,291 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:48:35,291 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] wall : 0.6009 0.9185 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] floor : 0.7719 0.9530 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] cabinet : 0.0871 0.1037 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] bed : 0.1443 0.1801 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] chair : 0.5016 0.7079 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] sofa : 0.1635 0.1991 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] table : 0.3020 0.4829 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] door : 0.1120 0.1282 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] window : 0.2121 0.2601 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] bookshelf : 0.0865 0.0964 +[2025-03-27 16:48:35,291 INFO hook.py line 689 8122] picture : 0.2137 0.3727 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] counter : 0.0250 0.0280 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] desk : 0.0116 0.0123 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] curtain : 0.1312 0.1440 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] shower curtain : 0.1500 0.1896 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] toilet : 0.3345 0.5391 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] sink : 0.3227 0.4445 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] bathtub : 0.1164 0.1468 +[2025-03-27 16:48:35,292 INFO hook.py line 689 8122] otherfurniture : 0.1190 0.1410 +[2025-03-27 16:48:35,292 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:48:35,292 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2203/0.3024/0.6614. +[2025-03-27 16:48:35,292 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:48:35,314 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:48:35,315 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:48:51,794 INFO hook.py line 566 8122] Train: [54/100][50/300] Data 0.004 (0.047) Batch 0.228 (0.235) Remain 00:54:55 loss: 1.9585 Lr: 2.44625e-03 +[2025-03-27 16:49:02,975 INFO hook.py line 566 8122] Train: [54/100][100/300] Data 0.004 (0.030) Batch 0.190 (0.229) Remain 00:53:24 loss: 1.9708 Lr: 2.43247e-03 +[2025-03-27 16:49:14,481 INFO hook.py line 566 8122] Train: [54/100][150/300] Data 0.017 (0.026) Batch 0.293 (0.229) Remain 00:53:19 loss: 2.2468 Lr: 2.41870e-03 +[2025-03-27 16:49:26,446 INFO hook.py line 566 8122] Train: [54/100][200/300] Data 0.003 (0.021) Batch 0.184 (0.232) Remain 00:53:42 loss: 2.2228 Lr: 2.40493e-03 +[2025-03-27 16:49:37,825 INFO hook.py line 566 8122] Train: [54/100][250/300] Data 0.003 (0.017) Batch 0.161 (0.231) Remain 00:53:19 loss: 1.9406 Lr: 2.39117e-03 +[2025-03-27 16:49:45,289 INFO hook.py line 566 8122] Train: [54/100][300/300] Data 0.000 (0.015) Batch 0.070 (0.217) Remain 00:49:57 loss: 2.0069 Lr: 2.37740e-03 +[2025-03-27 16:49:45,290 INFO misc.py line 135 8122] Train result: loss: 2.0901 +[2025-03-27 16:49:45,323 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:49:59,107 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8354 +[2025-03-27 16:49:59,152 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5877 +[2025-03-27 16:49:59,185 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6857 +[2025-03-27 16:49:59,230 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2353 +[2025-03-27 16:49:59,262 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7430 +[2025-03-27 16:49:59,316 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8145 +[2025-03-27 16:49:59,512 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6473 +[2025-03-27 16:49:59,541 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0942 +[2025-03-27 16:49:59,583 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4272 +[2025-03-27 16:49:59,616 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3766 +[2025-03-27 16:49:59,663 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6617 +[2025-03-27 16:49:59,694 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4773 +[2025-03-27 16:49:59,738 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5741 +[2025-03-27 16:49:59,774 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1167 +[2025-03-27 16:49:59,808 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1302 +[2025-03-27 16:49:59,849 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1413 +[2025-03-27 16:49:59,888 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4114 +[2025-03-27 16:49:59,919 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9037 +[2025-03-27 16:49:59,959 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5799 +[2025-03-27 16:49:59,992 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4695 +[2025-03-27 16:50:00,025 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9981 +[2025-03-27 16:50:00,062 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0069 +[2025-03-27 16:50:00,089 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8508 +[2025-03-27 16:50:00,129 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6251 +[2025-03-27 16:50:00,166 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0209 +[2025-03-27 16:50:00,202 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4835 +[2025-03-27 16:50:00,249 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0282 +[2025-03-27 16:50:00,280 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2909 +[2025-03-27 16:50:00,312 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0952 +[2025-03-27 16:50:00,361 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5519 +[2025-03-27 16:50:00,415 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5215 +[2025-03-27 16:50:00,456 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2404 +[2025-03-27 16:50:00,503 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1325 +[2025-03-27 16:50:00,537 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7612 +[2025-03-27 16:50:00,570 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2023 +[2025-03-27 16:50:00,605 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6675 +[2025-03-27 16:50:00,650 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5402 +[2025-03-27 16:50:00,678 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2235 +[2025-03-27 16:50:00,735 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0640 +[2025-03-27 16:50:00,780 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1120 +[2025-03-27 16:50:00,820 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6358 +[2025-03-27 16:50:00,851 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3488 +[2025-03-27 16:50:00,884 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7926 +[2025-03-27 16:50:00,937 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3758 +[2025-03-27 16:50:00,967 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1592 +[2025-03-27 16:50:01,010 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8006 +[2025-03-27 16:50:01,044 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9162 +[2025-03-27 16:50:01,073 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9042 +[2025-03-27 16:50:01,101 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3749 +[2025-03-27 16:50:01,127 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7276 +[2025-03-27 16:50:01,152 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1466 +[2025-03-27 16:50:01,182 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9445 +[2025-03-27 16:50:01,204 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1817 +[2025-03-27 16:50:01,234 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2821 +[2025-03-27 16:50:01,266 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9078 +[2025-03-27 16:50:01,302 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1397 +[2025-03-27 16:50:01,331 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8251 +[2025-03-27 16:50:01,353 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7937 +[2025-03-27 16:50:01,388 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4544 +[2025-03-27 16:50:01,418 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5726 +[2025-03-27 16:50:01,439 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5645 +[2025-03-27 16:50:01,469 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6240 +[2025-03-27 16:50:01,501 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6681 +[2025-03-27 16:50:01,553 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9751 +[2025-03-27 16:50:01,578 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2183 +[2025-03-27 16:50:01,614 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8486 +[2025-03-27 16:50:01,649 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5839 +[2025-03-27 16:50:01,678 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7144 +[2025-03-27 16:50:01,704 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7488 +[2025-03-27 16:50:01,755 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6448 +[2025-03-27 16:50:01,793 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9830 +[2025-03-27 16:50:01,839 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1350 +[2025-03-27 16:50:01,884 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2728 +[2025-03-27 16:50:01,921 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2700 +[2025-03-27 16:50:01,966 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2292 +[2025-03-27 16:50:01,991 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5023 +[2025-03-27 16:50:02,043 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3384 +[2025-03-27 16:50:02,068 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3386 +[2025-03-27 16:50:03,284 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:50:03,284 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:50:03,284 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:50:03,284 INFO hook.py line 689 8122] wall : 0.5978 0.9215 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] floor : 0.7699 0.9544 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] cabinet : 0.0788 0.0911 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] bed : 0.1483 0.1919 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] chair : 0.5011 0.7005 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] sofa : 0.1643 0.2005 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] table : 0.3007 0.4756 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] door : 0.1013 0.1138 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] window : 0.2102 0.2570 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] bookshelf : 0.0777 0.0851 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] picture : 0.2132 0.3689 +[2025-03-27 16:50:03,285 INFO hook.py line 689 8122] counter : 0.0236 0.0261 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] desk : 0.0109 0.0115 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] curtain : 0.1364 0.1512 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] shower curtain : 0.1482 0.1873 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] toilet : 0.3362 0.5282 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] sink : 0.3218 0.4467 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] bathtub : 0.1166 0.1484 +[2025-03-27 16:50:03,286 INFO hook.py line 689 8122] otherfurniture : 0.1157 0.1355 +[2025-03-27 16:50:03,286 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:50:03,286 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2187/0.2998/0.6604. +[2025-03-27 16:50:03,287 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:50:03,312 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:50:03,312 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:50:19,508 INFO hook.py line 566 8122] Train: [55/100][50/300] Data 0.009 (0.048) Batch 0.249 (0.225) Remain 00:51:30 loss: 2.0698 Lr: 2.36364e-03 +[2025-03-27 16:50:30,927 INFO hook.py line 566 8122] Train: [55/100][100/300] Data 0.005 (0.028) Batch 0.150 (0.227) Remain 00:51:44 loss: 2.0050 Lr: 2.35017e-03 +[2025-03-27 16:50:42,668 INFO hook.py line 566 8122] Train: [55/100][150/300] Data 0.003 (0.036) Batch 0.169 (0.229) Remain 00:52:11 loss: 1.9450 Lr: 2.33641e-03 +[2025-03-27 16:50:54,318 INFO hook.py line 566 8122] Train: [55/100][200/300] Data 0.003 (0.044) Batch 0.120 (0.230) Remain 00:52:12 loss: 2.0518 Lr: 2.32267e-03 +[2025-03-27 16:51:05,192 INFO hook.py line 566 8122] Train: [55/100][250/300] Data 0.006 (0.041) Batch 0.222 (0.228) Remain 00:51:25 loss: 2.0082 Lr: 2.30893e-03 +[2025-03-27 16:51:14,082 INFO hook.py line 566 8122] Train: [55/100][300/300] Data 0.000 (0.044) Batch 0.072 (0.219) Remain 00:49:20 loss: 2.0718 Lr: 2.29520e-03 +[2025-03-27 16:51:14,082 INFO misc.py line 135 8122] Train result: loss: 2.0768 +[2025-03-27 16:51:14,124 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:51:27,942 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8526 +[2025-03-27 16:51:28,046 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5729 +[2025-03-27 16:51:28,076 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6744 +[2025-03-27 16:51:28,123 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2330 +[2025-03-27 16:51:28,164 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7213 +[2025-03-27 16:51:28,212 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8104 +[2025-03-27 16:51:28,262 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6473 +[2025-03-27 16:51:28,293 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0889 +[2025-03-27 16:51:28,335 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4384 +[2025-03-27 16:51:28,367 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3671 +[2025-03-27 16:51:28,410 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6587 +[2025-03-27 16:51:28,439 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4731 +[2025-03-27 16:51:28,491 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5770 +[2025-03-27 16:51:28,529 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1125 +[2025-03-27 16:51:28,569 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1305 +[2025-03-27 16:51:28,623 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1555 +[2025-03-27 16:51:28,659 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4134 +[2025-03-27 16:51:28,690 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9009 +[2025-03-27 16:51:28,732 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5828 +[2025-03-27 16:51:28,771 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4722 +[2025-03-27 16:51:28,807 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0055 +[2025-03-27 16:51:28,843 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9978 +[2025-03-27 16:51:28,871 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8507 +[2025-03-27 16:51:28,911 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6328 +[2025-03-27 16:51:28,948 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0085 +[2025-03-27 16:51:28,984 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4860 +[2025-03-27 16:51:29,031 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0182 +[2025-03-27 16:51:29,065 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2804 +[2025-03-27 16:51:29,092 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0987 +[2025-03-27 16:51:29,142 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5361 +[2025-03-27 16:51:29,197 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5277 +[2025-03-27 16:51:29,231 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2267 +[2025-03-27 16:51:29,278 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1282 +[2025-03-27 16:51:29,312 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7523 +[2025-03-27 16:51:29,346 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2029 +[2025-03-27 16:51:29,387 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6715 +[2025-03-27 16:51:29,421 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5297 +[2025-03-27 16:51:29,450 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2275 +[2025-03-27 16:51:29,507 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0448 +[2025-03-27 16:51:29,552 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1109 +[2025-03-27 16:51:29,601 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6379 +[2025-03-27 16:51:29,630 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3063 +[2025-03-27 16:51:29,665 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7997 +[2025-03-27 16:51:29,717 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3700 +[2025-03-27 16:51:29,750 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1584 +[2025-03-27 16:51:29,793 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8045 +[2025-03-27 16:51:29,828 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9044 +[2025-03-27 16:51:29,858 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8901 +[2025-03-27 16:51:29,886 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3579 +[2025-03-27 16:51:29,913 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7233 +[2025-03-27 16:51:29,939 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1194 +[2025-03-27 16:51:29,969 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9502 +[2025-03-27 16:51:29,992 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1817 +[2025-03-27 16:51:30,022 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2844 +[2025-03-27 16:51:30,055 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9175 +[2025-03-27 16:51:30,091 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1381 +[2025-03-27 16:51:30,119 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8087 +[2025-03-27 16:51:30,142 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8027 +[2025-03-27 16:51:30,178 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4609 +[2025-03-27 16:51:30,207 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5666 +[2025-03-27 16:51:30,228 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5502 +[2025-03-27 16:51:30,258 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6250 +[2025-03-27 16:51:30,291 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6668 +[2025-03-27 16:51:30,342 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9623 +[2025-03-27 16:51:30,366 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2176 +[2025-03-27 16:51:30,403 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8348 +[2025-03-27 16:51:30,438 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5693 +[2025-03-27 16:51:30,467 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7139 +[2025-03-27 16:51:30,493 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7636 +[2025-03-27 16:51:30,544 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6545 +[2025-03-27 16:51:30,582 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9658 +[2025-03-27 16:51:30,629 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1386 +[2025-03-27 16:51:30,674 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2736 +[2025-03-27 16:51:30,710 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2795 +[2025-03-27 16:51:30,755 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2305 +[2025-03-27 16:51:30,780 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4966 +[2025-03-27 16:51:30,831 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3460 +[2025-03-27 16:51:30,855 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3423 +[2025-03-27 16:51:32,087 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:51:32,088 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:51:32,088 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] wall : 0.5999 0.9200 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] floor : 0.7716 0.9533 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] cabinet : 0.0809 0.0939 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] bed : 0.1444 0.1814 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] chair : 0.5024 0.6974 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] sofa : 0.1767 0.2241 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] table : 0.3018 0.4756 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] door : 0.1117 0.1282 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] window : 0.2116 0.2601 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] bookshelf : 0.0812 0.0895 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] picture : 0.2144 0.3691 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] counter : 0.0252 0.0280 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] desk : 0.0113 0.0119 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] curtain : 0.1481 0.1668 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] shower curtain : 0.1376 0.1673 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] toilet : 0.3412 0.5230 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] sink : 0.3210 0.4569 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] bathtub : 0.1108 0.1364 +[2025-03-27 16:51:32,088 INFO hook.py line 689 8122] otherfurniture : 0.1235 0.1500 +[2025-03-27 16:51:32,088 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:51:32,088 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2208/0.3017/0.6614. +[2025-03-27 16:51:32,089 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:51:32,114 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:51:32,114 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:51:48,662 INFO hook.py line 566 8122] Train: [56/100][50/300] Data 0.010 (0.005) Batch 0.175 (0.230) Remain 00:51:37 loss: 2.3051 Lr: 2.28147e-03 +[2025-03-27 16:52:00,527 INFO hook.py line 566 8122] Train: [56/100][100/300] Data 0.006 (0.005) Batch 0.259 (0.234) Remain 00:52:13 loss: 1.8846 Lr: 2.26775e-03 +[2025-03-27 16:52:11,975 INFO hook.py line 566 8122] Train: [56/100][150/300] Data 0.002 (0.005) Batch 0.193 (0.232) Remain 00:51:40 loss: 1.9179 Lr: 2.25403e-03 +[2025-03-27 16:52:23,279 INFO hook.py line 566 8122] Train: [56/100][200/300] Data 0.174 (0.005) Batch 0.400 (0.231) Remain 00:51:07 loss: 2.2318 Lr: 2.24033e-03 +[2025-03-27 16:52:35,217 INFO hook.py line 566 8122] Train: [56/100][250/300] Data 0.006 (0.005) Batch 0.255 (0.232) Remain 00:51:17 loss: 2.2180 Lr: 2.22663e-03 +[2025-03-27 16:52:42,744 INFO hook.py line 566 8122] Train: [56/100][300/300] Data 0.001 (0.005) Batch 0.084 (0.219) Remain 00:48:04 loss: 2.0039 Lr: 2.21294e-03 +[2025-03-27 16:52:42,744 INFO misc.py line 135 8122] Train result: loss: 2.0879 +[2025-03-27 16:52:42,787 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:52:56,420 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8296 +[2025-03-27 16:52:56,473 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5783 +[2025-03-27 16:52:56,511 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6860 +[2025-03-27 16:52:56,554 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2366 +[2025-03-27 16:52:56,592 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7171 +[2025-03-27 16:52:56,642 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8181 +[2025-03-27 16:52:56,691 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6392 +[2025-03-27 16:52:56,716 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0870 +[2025-03-27 16:52:56,762 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4260 +[2025-03-27 16:52:56,798 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3427 +[2025-03-27 16:52:56,846 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6603 +[2025-03-27 16:52:56,884 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4633 +[2025-03-27 16:52:56,928 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5583 +[2025-03-27 16:52:56,971 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1233 +[2025-03-27 16:52:57,005 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1484 +[2025-03-27 16:52:57,047 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1468 +[2025-03-27 16:52:57,085 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4216 +[2025-03-27 16:52:57,124 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9181 +[2025-03-27 16:52:57,162 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5855 +[2025-03-27 16:52:57,193 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4756 +[2025-03-27 16:52:57,225 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0029 +[2025-03-27 16:52:57,262 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0041 +[2025-03-27 16:52:57,287 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8584 +[2025-03-27 16:52:57,326 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6300 +[2025-03-27 16:52:57,364 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0065 +[2025-03-27 16:52:57,400 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4820 +[2025-03-27 16:52:57,447 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0332 +[2025-03-27 16:52:57,483 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2865 +[2025-03-27 16:52:57,513 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0962 +[2025-03-27 16:52:57,569 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5433 +[2025-03-27 16:52:57,623 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5267 +[2025-03-27 16:52:57,658 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2248 +[2025-03-27 16:52:57,712 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1366 +[2025-03-27 16:52:57,745 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7512 +[2025-03-27 16:52:57,777 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2032 +[2025-03-27 16:52:57,813 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6642 +[2025-03-27 16:52:57,848 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5373 +[2025-03-27 16:52:57,877 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2303 +[2025-03-27 16:52:57,937 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0517 +[2025-03-27 16:52:57,982 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1218 +[2025-03-27 16:52:58,021 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6315 +[2025-03-27 16:52:58,049 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3417 +[2025-03-27 16:52:58,080 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7821 +[2025-03-27 16:52:58,135 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3780 +[2025-03-27 16:52:58,171 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1502 +[2025-03-27 16:52:58,214 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7901 +[2025-03-27 16:52:58,249 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9101 +[2025-03-27 16:52:58,279 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8913 +[2025-03-27 16:52:58,307 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3620 +[2025-03-27 16:52:58,334 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7246 +[2025-03-27 16:52:58,358 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1781 +[2025-03-27 16:52:58,388 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9591 +[2025-03-27 16:52:58,417 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1884 +[2025-03-27 16:52:58,450 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3049 +[2025-03-27 16:52:58,482 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9189 +[2025-03-27 16:52:58,518 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1422 +[2025-03-27 16:52:58,547 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8110 +[2025-03-27 16:52:58,570 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7930 +[2025-03-27 16:52:58,605 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4521 +[2025-03-27 16:52:58,634 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5840 +[2025-03-27 16:52:58,655 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5576 +[2025-03-27 16:52:58,686 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6217 +[2025-03-27 16:52:58,719 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6702 +[2025-03-27 16:52:58,770 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9658 +[2025-03-27 16:52:58,794 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2536 +[2025-03-27 16:52:58,831 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8370 +[2025-03-27 16:52:58,866 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5893 +[2025-03-27 16:52:58,895 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7124 +[2025-03-27 16:52:58,921 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7623 +[2025-03-27 16:52:58,973 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6454 +[2025-03-27 16:52:59,011 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9758 +[2025-03-27 16:52:59,058 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1336 +[2025-03-27 16:52:59,102 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2763 +[2025-03-27 16:52:59,139 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2985 +[2025-03-27 16:52:59,185 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2353 +[2025-03-27 16:52:59,210 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5051 +[2025-03-27 16:52:59,262 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3404 +[2025-03-27 16:52:59,286 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3472 +[2025-03-27 16:53:00,616 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:53:00,617 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:53:00,617 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:53:00,617 INFO hook.py line 689 8122] wall : 0.5994 0.9206 +[2025-03-27 16:53:00,617 INFO hook.py line 689 8122] floor : 0.7701 0.9539 +[2025-03-27 16:53:00,617 INFO hook.py line 689 8122] cabinet : 0.0845 0.0999 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] bed : 0.1423 0.1771 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] chair : 0.5009 0.7035 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] sofa : 0.1679 0.2070 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] table : 0.3012 0.4717 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] door : 0.1122 0.1288 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] window : 0.2103 0.2575 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] bookshelf : 0.0819 0.0904 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] picture : 0.2126 0.3624 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] counter : 0.0283 0.0319 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] desk : 0.0135 0.0145 +[2025-03-27 16:53:00,618 INFO hook.py line 689 8122] curtain : 0.1221 0.1327 +[2025-03-27 16:53:00,619 INFO hook.py line 689 8122] refridgerator : 0.0006 0.0006 +[2025-03-27 16:53:00,619 INFO hook.py line 689 8122] shower curtain : 0.1511 0.1915 +[2025-03-27 16:53:00,619 INFO hook.py line 689 8122] toilet : 0.3328 0.5433 +[2025-03-27 16:53:00,619 INFO hook.py line 689 8122] sink : 0.3218 0.4466 +[2025-03-27 16:53:00,619 INFO hook.py line 689 8122] bathtub : 0.1151 0.1458 +[2025-03-27 16:53:00,619 INFO hook.py line 689 8122] otherfurniture : 0.1154 0.1357 +[2025-03-27 16:53:00,619 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:53:00,619 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2192/0.3008/0.6608. +[2025-03-27 16:53:00,620 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:53:00,643 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:53:00,643 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:53:18,005 INFO hook.py line 566 8122] Train: [57/100][50/300] Data 0.003 (0.003) Batch 0.130 (0.238) Remain 00:52:06 loss: 1.9922 Lr: 2.19925e-03 +[2025-03-27 16:53:27,970 INFO hook.py line 566 8122] Train: [57/100][100/300] Data 0.005 (0.004) Batch 0.182 (0.218) Remain 00:47:35 loss: 1.7956 Lr: 2.18558e-03 +[2025-03-27 16:53:40,248 INFO hook.py line 566 8122] Train: [57/100][150/300] Data 0.012 (0.004) Batch 0.209 (0.227) Remain 00:49:26 loss: 2.1246 Lr: 2.17192e-03 +[2025-03-27 16:53:51,133 INFO hook.py line 566 8122] Train: [57/100][200/300] Data 0.006 (0.005) Batch 0.196 (0.225) Remain 00:48:43 loss: 2.2621 Lr: 2.15827e-03 +[2025-03-27 16:54:03,432 INFO hook.py line 566 8122] Train: [57/100][250/300] Data 0.487 (0.021) Batch 0.758 (0.229) Remain 00:49:27 loss: 2.1684 Lr: 2.14462e-03 +[2025-03-27 16:54:11,211 INFO hook.py line 566 8122] Train: [57/100][300/300] Data 0.000 (0.018) Batch 0.079 (0.217) Remain 00:46:36 loss: 2.2205 Lr: 2.13099e-03 +[2025-03-27 16:54:11,211 INFO misc.py line 135 8122] Train result: loss: 2.0940 +[2025-03-27 16:54:11,244 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:54:25,032 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8415 +[2025-03-27 16:54:25,167 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5931 +[2025-03-27 16:54:25,196 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6952 +[2025-03-27 16:54:25,239 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2367 +[2025-03-27 16:54:25,284 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7431 +[2025-03-27 16:54:25,334 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8264 +[2025-03-27 16:54:25,383 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6564 +[2025-03-27 16:54:25,415 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0925 +[2025-03-27 16:54:25,457 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4288 +[2025-03-27 16:54:25,488 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3695 +[2025-03-27 16:54:25,530 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6538 +[2025-03-27 16:54:25,623 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4726 +[2025-03-27 16:54:25,670 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5745 +[2025-03-27 16:54:25,707 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1007 +[2025-03-27 16:54:25,741 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1360 +[2025-03-27 16:54:25,782 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1438 +[2025-03-27 16:54:25,817 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4133 +[2025-03-27 16:54:25,848 INFO hook.py line 746 8122] Test: [18/78] Loss 1.8970 +[2025-03-27 16:54:25,887 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5835 +[2025-03-27 16:54:25,919 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4769 +[2025-03-27 16:54:25,954 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0002 +[2025-03-27 16:54:25,990 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0039 +[2025-03-27 16:54:26,024 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8592 +[2025-03-27 16:54:26,063 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6342 +[2025-03-27 16:54:26,100 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0276 +[2025-03-27 16:54:26,142 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4871 +[2025-03-27 16:54:26,188 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0263 +[2025-03-27 16:54:26,217 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2674 +[2025-03-27 16:54:26,247 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0919 +[2025-03-27 16:54:26,300 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5538 +[2025-03-27 16:54:26,355 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5230 +[2025-03-27 16:54:26,389 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2083 +[2025-03-27 16:54:26,436 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1348 +[2025-03-27 16:54:26,474 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7696 +[2025-03-27 16:54:26,507 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2099 +[2025-03-27 16:54:26,540 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6745 +[2025-03-27 16:54:26,573 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5473 +[2025-03-27 16:54:26,600 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2305 +[2025-03-27 16:54:26,656 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0728 +[2025-03-27 16:54:26,698 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1243 +[2025-03-27 16:54:26,737 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6310 +[2025-03-27 16:54:26,764 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3314 +[2025-03-27 16:54:26,795 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7963 +[2025-03-27 16:54:26,848 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3817 +[2025-03-27 16:54:26,876 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1641 +[2025-03-27 16:54:26,918 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7998 +[2025-03-27 16:54:26,958 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9189 +[2025-03-27 16:54:26,989 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8945 +[2025-03-27 16:54:27,018 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3524 +[2025-03-27 16:54:27,045 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7334 +[2025-03-27 16:54:27,070 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1380 +[2025-03-27 16:54:27,100 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9528 +[2025-03-27 16:54:27,122 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1865 +[2025-03-27 16:54:27,152 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2920 +[2025-03-27 16:54:27,184 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9132 +[2025-03-27 16:54:27,220 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1407 +[2025-03-27 16:54:27,248 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8283 +[2025-03-27 16:54:27,270 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8019 +[2025-03-27 16:54:27,307 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4688 +[2025-03-27 16:54:27,337 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5728 +[2025-03-27 16:54:27,357 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5337 +[2025-03-27 16:54:27,386 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6266 +[2025-03-27 16:54:27,419 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6718 +[2025-03-27 16:54:27,470 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9698 +[2025-03-27 16:54:27,494 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2166 +[2025-03-27 16:54:27,530 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8549 +[2025-03-27 16:54:27,565 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5707 +[2025-03-27 16:54:27,593 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7207 +[2025-03-27 16:54:27,619 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7557 +[2025-03-27 16:54:27,670 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6492 +[2025-03-27 16:54:27,708 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9641 +[2025-03-27 16:54:27,754 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1369 +[2025-03-27 16:54:27,798 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2731 +[2025-03-27 16:54:27,834 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2766 +[2025-03-27 16:54:27,880 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2287 +[2025-03-27 16:54:27,905 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5019 +[2025-03-27 16:54:27,956 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3343 +[2025-03-27 16:54:27,981 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3438 +[2025-03-27 16:54:29,122 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:54:29,122 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:54:29,122 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] wall : 0.5973 0.9228 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] floor : 0.7712 0.9532 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] cabinet : 0.0773 0.0891 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] bed : 0.1474 0.1890 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] chair : 0.5016 0.7020 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] sofa : 0.1681 0.2069 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] table : 0.3011 0.4770 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] door : 0.0985 0.1100 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] window : 0.2103 0.2574 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] bookshelf : 0.0896 0.1003 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] picture : 0.2134 0.3654 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] counter : 0.0254 0.0283 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] desk : 0.0077 0.0079 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] curtain : 0.1406 0.1564 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] refridgerator : 0.0006 0.0006 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] shower curtain : 0.1472 0.1854 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] toilet : 0.3366 0.5302 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] sink : 0.3207 0.4460 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] bathtub : 0.1133 0.1414 +[2025-03-27 16:54:29,123 INFO hook.py line 689 8122] otherfurniture : 0.1144 0.1331 +[2025-03-27 16:54:29,123 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:54:29,123 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2191/0.3001/0.6608. +[2025-03-27 16:54:29,123 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:54:29,144 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:54:29,144 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:54:45,511 INFO hook.py line 566 8122] Train: [58/100][50/300] Data 0.009 (0.005) Batch 0.264 (0.206) Remain 00:44:09 loss: 2.2524 Lr: 2.11737e-03 +[2025-03-27 16:54:57,635 INFO hook.py line 566 8122] Train: [58/100][100/300] Data 0.006 (0.037) Batch 0.209 (0.225) Remain 00:47:58 loss: 1.9251 Lr: 2.10376e-03 +[2025-03-27 16:55:09,315 INFO hook.py line 566 8122] Train: [58/100][150/300] Data 0.002 (0.031) Batch 0.228 (0.228) Remain 00:48:25 loss: 1.8965 Lr: 2.09016e-03 +[2025-03-27 16:55:20,393 INFO hook.py line 566 8122] Train: [58/100][200/300] Data 0.005 (0.027) Batch 0.208 (0.226) Remain 00:47:53 loss: 1.7544 Lr: 2.07658e-03 +[2025-03-27 16:55:32,204 INFO hook.py line 566 8122] Train: [58/100][250/300] Data 0.002 (0.040) Batch 0.128 (0.228) Remain 00:48:07 loss: 2.3642 Lr: 2.06301e-03 +[2025-03-27 16:55:39,842 INFO hook.py line 566 8122] Train: [58/100][300/300] Data 0.000 (0.039) Batch 0.073 (0.216) Remain 00:45:16 loss: 2.0894 Lr: 2.04945e-03 +[2025-03-27 16:55:39,843 INFO misc.py line 135 8122] Train result: loss: 2.0940 +[2025-03-27 16:55:39,875 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:55:53,477 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8478 +[2025-03-27 16:55:53,530 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5864 +[2025-03-27 16:55:53,928 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6929 +[2025-03-27 16:55:53,972 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2339 +[2025-03-27 16:55:54,005 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7383 +[2025-03-27 16:55:54,056 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8174 +[2025-03-27 16:55:54,103 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6491 +[2025-03-27 16:55:54,130 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0884 +[2025-03-27 16:55:54,170 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4194 +[2025-03-27 16:55:54,204 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3896 +[2025-03-27 16:55:54,249 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6570 +[2025-03-27 16:55:54,278 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4663 +[2025-03-27 16:55:54,321 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5745 +[2025-03-27 16:55:54,358 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1203 +[2025-03-27 16:55:54,391 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1357 +[2025-03-27 16:55:54,434 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1397 +[2025-03-27 16:55:54,472 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4110 +[2025-03-27 16:55:54,502 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9029 +[2025-03-27 16:55:54,543 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5889 +[2025-03-27 16:55:54,575 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4667 +[2025-03-27 16:55:54,610 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9960 +[2025-03-27 16:55:54,647 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9984 +[2025-03-27 16:55:54,675 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8561 +[2025-03-27 16:55:54,718 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6306 +[2025-03-27 16:55:54,755 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0267 +[2025-03-27 16:55:54,794 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4876 +[2025-03-27 16:55:54,841 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0221 +[2025-03-27 16:55:54,872 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2771 +[2025-03-27 16:55:54,899 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0903 +[2025-03-27 16:55:54,951 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5445 +[2025-03-27 16:55:55,008 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5166 +[2025-03-27 16:55:55,043 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2224 +[2025-03-27 16:55:55,091 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1318 +[2025-03-27 16:55:55,124 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7632 +[2025-03-27 16:55:55,157 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2040 +[2025-03-27 16:55:55,193 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6681 +[2025-03-27 16:55:55,227 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5412 +[2025-03-27 16:55:55,256 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2186 +[2025-03-27 16:55:55,313 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0560 +[2025-03-27 16:55:55,358 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1083 +[2025-03-27 16:55:55,398 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6335 +[2025-03-27 16:55:55,424 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3298 +[2025-03-27 16:55:55,455 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8000 +[2025-03-27 16:55:55,508 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3763 +[2025-03-27 16:55:55,544 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1648 +[2025-03-27 16:55:55,589 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8034 +[2025-03-27 16:55:55,623 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9230 +[2025-03-27 16:55:55,652 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8947 +[2025-03-27 16:55:55,680 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3611 +[2025-03-27 16:55:55,707 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7219 +[2025-03-27 16:55:55,732 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1445 +[2025-03-27 16:55:55,762 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9524 +[2025-03-27 16:55:55,784 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1858 +[2025-03-27 16:55:55,814 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2886 +[2025-03-27 16:55:55,846 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9100 +[2025-03-27 16:55:55,881 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1387 +[2025-03-27 16:55:55,909 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8257 +[2025-03-27 16:55:55,932 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8076 +[2025-03-27 16:55:55,967 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4558 +[2025-03-27 16:55:55,996 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5705 +[2025-03-27 16:55:56,017 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5502 +[2025-03-27 16:55:56,046 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6224 +[2025-03-27 16:55:56,079 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6760 +[2025-03-27 16:55:56,130 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9692 +[2025-03-27 16:55:56,155 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2384 +[2025-03-27 16:55:56,191 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8508 +[2025-03-27 16:55:56,226 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5772 +[2025-03-27 16:55:56,256 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7143 +[2025-03-27 16:55:56,282 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7505 +[2025-03-27 16:55:56,333 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6592 +[2025-03-27 16:55:56,371 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9693 +[2025-03-27 16:55:56,419 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1330 +[2025-03-27 16:55:56,464 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2726 +[2025-03-27 16:55:56,501 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2778 +[2025-03-27 16:55:56,546 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2228 +[2025-03-27 16:55:56,571 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4950 +[2025-03-27 16:55:56,623 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3343 +[2025-03-27 16:55:56,647 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3343 +[2025-03-27 16:55:57,837 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:55:57,837 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:55:57,838 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] wall : 0.5984 0.9214 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] floor : 0.7706 0.9538 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] cabinet : 0.0757 0.0865 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] bed : 0.1442 0.1815 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] chair : 0.5005 0.7075 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] sofa : 0.1666 0.2047 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] table : 0.3005 0.4761 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] door : 0.1043 0.1175 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] window : 0.2109 0.2578 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] bookshelf : 0.0810 0.0892 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] picture : 0.2129 0.3691 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] counter : 0.0214 0.0234 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] desk : 0.0109 0.0115 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] curtain : 0.1315 0.1444 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] shower curtain : 0.1490 0.1864 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] toilet : 0.3384 0.5307 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] sink : 0.3204 0.4459 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] bathtub : 0.1119 0.1389 +[2025-03-27 16:55:57,838 INFO hook.py line 689 8122] otherfurniture : 0.1179 0.1397 +[2025-03-27 16:55:57,838 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:55:57,838 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2184/0.2993/0.6608. +[2025-03-27 16:55:57,838 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:55:57,860 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:55:57,861 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:56:15,871 INFO hook.py line 566 8122] Train: [59/100][50/300] Data 0.002 (0.102) Batch 0.102 (0.254) Remain 00:53:11 loss: 2.2653 Lr: 2.03590e-03 +[2025-03-27 16:56:25,661 INFO hook.py line 566 8122] Train: [59/100][100/300] Data 0.004 (0.058) Batch 0.170 (0.224) Remain 00:46:42 loss: 2.2458 Lr: 2.02237e-03 +[2025-03-27 16:56:37,992 INFO hook.py line 566 8122] Train: [59/100][150/300] Data 0.003 (0.053) Batch 0.101 (0.232) Remain 00:48:05 loss: 2.1398 Lr: 2.00886e-03 +[2025-03-27 16:56:48,841 INFO hook.py line 566 8122] Train: [59/100][200/300] Data 0.007 (0.044) Batch 0.290 (0.228) Remain 00:47:07 loss: 1.9123 Lr: 1.99536e-03 +[2025-03-27 16:57:00,782 INFO hook.py line 566 8122] Train: [59/100][250/300] Data 0.002 (0.036) Batch 0.214 (0.230) Remain 00:47:23 loss: 2.1536 Lr: 1.98187e-03 +[2025-03-27 16:57:08,501 INFO hook.py line 566 8122] Train: [59/100][300/300] Data 0.000 (0.031) Batch 0.073 (0.217) Remain 00:44:34 loss: 2.0875 Lr: 1.96840e-03 +[2025-03-27 16:57:08,501 INFO misc.py line 135 8122] Train result: loss: 2.0881 +[2025-03-27 16:57:08,552 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:57:22,797 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8353 +[2025-03-27 16:57:22,837 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5766 +[2025-03-27 16:57:22,870 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6848 +[2025-03-27 16:57:22,913 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2422 +[2025-03-27 16:57:22,946 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7273 +[2025-03-27 16:57:22,997 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8159 +[2025-03-27 16:57:23,044 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6506 +[2025-03-27 16:57:23,071 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0938 +[2025-03-27 16:57:23,111 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4346 +[2025-03-27 16:57:23,140 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3519 +[2025-03-27 16:57:23,187 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6632 +[2025-03-27 16:57:23,218 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4782 +[2025-03-27 16:57:23,261 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5600 +[2025-03-27 16:57:23,310 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1142 +[2025-03-27 16:57:23,344 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1318 +[2025-03-27 16:57:23,391 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1477 +[2025-03-27 16:57:23,429 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4156 +[2025-03-27 16:57:23,461 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9109 +[2025-03-27 16:57:23,503 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5794 +[2025-03-27 16:57:23,536 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4746 +[2025-03-27 16:57:23,568 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0067 +[2025-03-27 16:57:23,610 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0019 +[2025-03-27 16:57:23,638 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8556 +[2025-03-27 16:57:23,678 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6319 +[2025-03-27 16:57:23,715 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0197 +[2025-03-27 16:57:23,751 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4880 +[2025-03-27 16:57:23,798 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0277 +[2025-03-27 16:57:23,831 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2757 +[2025-03-27 16:57:23,858 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1013 +[2025-03-27 16:57:23,910 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5395 +[2025-03-27 16:57:23,966 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5222 +[2025-03-27 16:57:23,998 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2277 +[2025-03-27 16:57:24,046 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1358 +[2025-03-27 16:57:24,079 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7591 +[2025-03-27 16:57:24,112 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2068 +[2025-03-27 16:57:24,146 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6747 +[2025-03-27 16:57:24,189 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5342 +[2025-03-27 16:57:24,217 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2323 +[2025-03-27 16:57:24,273 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0598 +[2025-03-27 16:57:24,317 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1154 +[2025-03-27 16:57:24,357 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6368 +[2025-03-27 16:57:24,382 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3027 +[2025-03-27 16:57:24,414 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7930 +[2025-03-27 16:57:24,476 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3747 +[2025-03-27 16:57:24,506 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1518 +[2025-03-27 16:57:24,552 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7905 +[2025-03-27 16:57:24,586 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9079 +[2025-03-27 16:57:24,617 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8910 +[2025-03-27 16:57:24,645 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3580 +[2025-03-27 16:57:24,673 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7227 +[2025-03-27 16:57:24,698 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1508 +[2025-03-27 16:57:24,728 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9468 +[2025-03-27 16:57:24,751 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1877 +[2025-03-27 16:57:24,781 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2874 +[2025-03-27 16:57:24,814 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9206 +[2025-03-27 16:57:24,849 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1426 +[2025-03-27 16:57:24,878 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8133 +[2025-03-27 16:57:24,901 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7965 +[2025-03-27 16:57:24,936 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4634 +[2025-03-27 16:57:24,965 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5777 +[2025-03-27 16:57:24,987 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5467 +[2025-03-27 16:57:25,022 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6265 +[2025-03-27 16:57:25,055 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6694 +[2025-03-27 16:57:25,106 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9670 +[2025-03-27 16:57:25,134 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2294 +[2025-03-27 16:57:25,170 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8398 +[2025-03-27 16:57:25,204 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5746 +[2025-03-27 16:57:25,234 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7116 +[2025-03-27 16:57:25,260 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7616 +[2025-03-27 16:57:25,311 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6515 +[2025-03-27 16:57:25,349 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9666 +[2025-03-27 16:57:25,396 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1420 +[2025-03-27 16:57:25,441 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2715 +[2025-03-27 16:57:25,477 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2770 +[2025-03-27 16:57:25,522 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2338 +[2025-03-27 16:57:25,546 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5039 +[2025-03-27 16:57:25,597 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3484 +[2025-03-27 16:57:25,622 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3505 +[2025-03-27 16:57:26,883 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:57:26,884 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:57:26,884 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] wall : 0.5999 0.9193 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] floor : 0.7703 0.9539 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] cabinet : 0.0835 0.0984 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] bed : 0.1464 0.1866 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] chair : 0.5007 0.7014 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] sofa : 0.1765 0.2234 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] table : 0.3015 0.4685 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] door : 0.1083 0.1232 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] window : 0.2144 0.2647 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] bookshelf : 0.0846 0.0938 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] picture : 0.2137 0.3740 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] counter : 0.0292 0.0331 +[2025-03-27 16:57:26,884 INFO hook.py line 689 8122] desk : 0.0104 0.0109 +[2025-03-27 16:57:26,885 INFO hook.py line 689 8122] curtain : 0.1335 0.1469 +[2025-03-27 16:57:26,885 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 16:57:26,885 INFO hook.py line 689 8122] shower curtain : 0.1481 0.1851 +[2025-03-27 16:57:26,885 INFO hook.py line 689 8122] toilet : 0.3338 0.5438 +[2025-03-27 16:57:26,885 INFO hook.py line 689 8122] sink : 0.3202 0.4486 +[2025-03-27 16:57:26,885 INFO hook.py line 689 8122] bathtub : 0.1160 0.1448 +[2025-03-27 16:57:26,885 INFO hook.py line 689 8122] otherfurniture : 0.1171 0.1384 +[2025-03-27 16:57:26,885 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:57:26,885 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2204/0.3030/0.6611. +[2025-03-27 16:57:26,886 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:57:26,910 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:57:26,911 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:57:43,041 INFO hook.py line 566 8122] Train: [60/100][50/300] Data 0.002 (0.020) Batch 0.227 (0.228) Remain 00:46:36 loss: 1.9036 Lr: 1.95495e-03 +[2025-03-27 16:57:55,264 INFO hook.py line 566 8122] Train: [60/100][100/300] Data 0.005 (0.047) Batch 0.173 (0.237) Remain 00:48:06 loss: 2.3487 Lr: 1.94151e-03 +[2025-03-27 16:58:06,285 INFO hook.py line 566 8122] Train: [60/100][150/300] Data 0.002 (0.046) Batch 0.193 (0.231) Remain 00:46:48 loss: 2.2375 Lr: 1.92809e-03 +[2025-03-27 16:58:17,898 INFO hook.py line 566 8122] Train: [60/100][200/300] Data 0.003 (0.044) Batch 0.189 (0.231) Remain 00:46:40 loss: 2.3455 Lr: 1.91469e-03 +[2025-03-27 16:58:29,444 INFO hook.py line 566 8122] Train: [60/100][250/300] Data 0.002 (0.038) Batch 0.182 (0.231) Remain 00:46:27 loss: 1.7783 Lr: 1.90130e-03 +[2025-03-27 16:58:37,302 INFO hook.py line 566 8122] Train: [60/100][300/300] Data 0.000 (0.032) Batch 0.075 (0.219) Remain 00:43:45 loss: 2.1584 Lr: 1.88793e-03 +[2025-03-27 16:58:37,303 INFO misc.py line 135 8122] Train result: loss: 2.0950 +[2025-03-27 16:58:37,337 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 16:58:50,362 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8311 +[2025-03-27 16:58:50,773 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5882 +[2025-03-27 16:58:50,830 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6893 +[2025-03-27 16:58:51,475 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2340 +[2025-03-27 16:58:51,505 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7291 +[2025-03-27 16:58:51,562 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8195 +[2025-03-27 16:58:51,609 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6531 +[2025-03-27 16:58:51,634 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0813 +[2025-03-27 16:58:51,674 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4184 +[2025-03-27 16:58:51,705 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3644 +[2025-03-27 16:58:51,751 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6606 +[2025-03-27 16:58:51,780 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4583 +[2025-03-27 16:58:51,823 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5772 +[2025-03-27 16:58:51,860 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1246 +[2025-03-27 16:58:51,893 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1371 +[2025-03-27 16:58:51,935 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1373 +[2025-03-27 16:58:51,974 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4083 +[2025-03-27 16:58:52,007 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9092 +[2025-03-27 16:58:52,046 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5764 +[2025-03-27 16:58:52,077 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4705 +[2025-03-27 16:58:52,110 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9964 +[2025-03-27 16:58:52,148 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9914 +[2025-03-27 16:58:52,176 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8620 +[2025-03-27 16:58:52,225 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6331 +[2025-03-27 16:58:52,262 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0112 +[2025-03-27 16:58:52,298 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4810 +[2025-03-27 16:58:52,345 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0202 +[2025-03-27 16:58:52,375 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2908 +[2025-03-27 16:58:52,402 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0908 +[2025-03-27 16:58:52,453 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5414 +[2025-03-27 16:58:52,509 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5142 +[2025-03-27 16:58:52,542 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2282 +[2025-03-27 16:58:52,589 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1199 +[2025-03-27 16:58:52,622 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7519 +[2025-03-27 16:58:52,656 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1957 +[2025-03-27 16:58:52,695 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6647 +[2025-03-27 16:58:52,734 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5334 +[2025-03-27 16:58:52,761 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2209 +[2025-03-27 16:58:52,818 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0531 +[2025-03-27 16:58:52,860 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1037 +[2025-03-27 16:58:52,904 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6265 +[2025-03-27 16:58:52,929 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3317 +[2025-03-27 16:58:52,961 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7854 +[2025-03-27 16:58:53,015 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3712 +[2025-03-27 16:58:53,047 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1467 +[2025-03-27 16:58:53,097 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7832 +[2025-03-27 16:58:53,132 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9234 +[2025-03-27 16:58:53,162 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8991 +[2025-03-27 16:58:53,190 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3728 +[2025-03-27 16:58:53,218 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7227 +[2025-03-27 16:58:53,243 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1486 +[2025-03-27 16:58:53,273 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9470 +[2025-03-27 16:58:53,295 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1716 +[2025-03-27 16:58:53,325 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2915 +[2025-03-27 16:58:53,358 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9023 +[2025-03-27 16:58:53,393 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1303 +[2025-03-27 16:58:53,422 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8202 +[2025-03-27 16:58:53,446 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7901 +[2025-03-27 16:58:53,481 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4589 +[2025-03-27 16:58:53,511 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5728 +[2025-03-27 16:58:53,532 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5631 +[2025-03-27 16:58:53,561 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6153 +[2025-03-27 16:58:53,593 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6665 +[2025-03-27 16:58:53,644 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9702 +[2025-03-27 16:58:53,668 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2368 +[2025-03-27 16:58:53,704 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8498 +[2025-03-27 16:58:53,739 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5761 +[2025-03-27 16:58:53,768 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7120 +[2025-03-27 16:58:53,793 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7538 +[2025-03-27 16:58:53,844 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6422 +[2025-03-27 16:58:53,882 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9717 +[2025-03-27 16:58:53,928 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1334 +[2025-03-27 16:58:53,972 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2662 +[2025-03-27 16:58:54,009 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2793 +[2025-03-27 16:58:54,055 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2254 +[2025-03-27 16:58:54,081 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5027 +[2025-03-27 16:58:54,132 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3354 +[2025-03-27 16:58:54,157 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3402 +[2025-03-27 16:58:55,179 INFO hook.py line 674 8122] ######################################## +[2025-03-27 16:58:55,179 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 16:58:55,179 INFO hook.py line 680 8122] ######################################## +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] wall : 0.5970 0.9228 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] floor : 0.7729 0.9525 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] cabinet : 0.0777 0.0897 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] bed : 0.1452 0.1836 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] chair : 0.5017 0.7035 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] sofa : 0.1676 0.2062 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] table : 0.3020 0.4790 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] door : 0.1050 0.1193 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] window : 0.2062 0.2492 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] bookshelf : 0.0797 0.0877 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] picture : 0.2131 0.3738 +[2025-03-27 16:58:55,179 INFO hook.py line 689 8122] counter : 0.0259 0.0288 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] desk : 0.0094 0.0098 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] curtain : 0.1262 0.1380 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] refridgerator : 0.0006 0.0006 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] shower curtain : 0.1467 0.1827 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] toilet : 0.3346 0.5432 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] sink : 0.3192 0.4529 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] bathtub : 0.1156 0.1457 +[2025-03-27 16:58:55,180 INFO hook.py line 689 8122] otherfurniture : 0.1175 0.1391 +[2025-03-27 16:58:55,180 INFO hook.py line 690 8122] ######################################## +[2025-03-27 16:58:55,180 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2182/0.3004/0.6606. +[2025-03-27 16:58:55,180 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 16:58:55,201 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 16:58:55,201 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 16:59:11,619 INFO hook.py line 566 8122] Train: [61/100][50/300] Data 0.010 (0.015) Batch 0.255 (0.233) Remain 00:46:24 loss: 2.2400 Lr: 1.87458e-03 +[2025-03-27 16:59:24,522 INFO hook.py line 566 8122] Train: [61/100][100/300] Data 1.611 (0.047) Batch 1.764 (0.246) Remain 00:48:46 loss: 2.1474 Lr: 1.86126e-03 +[2025-03-27 16:59:35,407 INFO hook.py line 566 8122] Train: [61/100][150/300] Data 0.005 (0.046) Batch 0.209 (0.236) Remain 00:46:40 loss: 2.2124 Lr: 1.84795e-03 +[2025-03-27 16:59:46,483 INFO hook.py line 566 8122] Train: [61/100][200/300] Data 0.006 (0.035) Batch 0.198 (0.233) Remain 00:45:44 loss: 2.0445 Lr: 1.83466e-03 +[2025-03-27 16:59:57,752 INFO hook.py line 566 8122] Train: [61/100][250/300] Data 0.005 (0.029) Batch 0.223 (0.231) Remain 00:45:15 loss: 2.3793 Lr: 1.82139e-03 +[2025-03-27 17:00:06,428 INFO hook.py line 566 8122] Train: [61/100][300/300] Data 0.001 (0.026) Batch 0.080 (0.221) Remain 00:43:10 loss: 2.0158 Lr: 1.80814e-03 +[2025-03-27 17:00:06,429 INFO misc.py line 135 8122] Train result: loss: 2.0838 +[2025-03-27 17:00:06,461 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:00:19,871 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8308 +[2025-03-27 17:00:19,954 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5845 +[2025-03-27 17:00:20,215 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6956 +[2025-03-27 17:00:20,269 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2429 +[2025-03-27 17:00:20,304 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7377 +[2025-03-27 17:00:20,354 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8326 +[2025-03-27 17:00:20,402 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6558 +[2025-03-27 17:00:20,530 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0892 +[2025-03-27 17:00:20,576 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4209 +[2025-03-27 17:00:20,606 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3689 +[2025-03-27 17:00:20,651 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6591 +[2025-03-27 17:00:20,680 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4701 +[2025-03-27 17:00:20,724 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5610 +[2025-03-27 17:00:20,760 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1195 +[2025-03-27 17:00:20,794 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1413 +[2025-03-27 17:00:20,836 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1368 +[2025-03-27 17:00:20,874 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4147 +[2025-03-27 17:00:20,905 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9121 +[2025-03-27 17:00:20,948 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5787 +[2025-03-27 17:00:20,981 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4722 +[2025-03-27 17:00:21,015 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9943 +[2025-03-27 17:00:21,052 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0016 +[2025-03-27 17:00:21,080 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8606 +[2025-03-27 17:00:21,128 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6405 +[2025-03-27 17:00:21,165 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0268 +[2025-03-27 17:00:21,200 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4872 +[2025-03-27 17:00:21,247 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0285 +[2025-03-27 17:00:21,281 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2798 +[2025-03-27 17:00:21,308 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0883 +[2025-03-27 17:00:21,356 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5429 +[2025-03-27 17:00:21,413 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5220 +[2025-03-27 17:00:21,451 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2192 +[2025-03-27 17:00:21,499 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1308 +[2025-03-27 17:00:21,532 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7612 +[2025-03-27 17:00:21,565 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2016 +[2025-03-27 17:00:21,598 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6776 +[2025-03-27 17:00:21,632 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5363 +[2025-03-27 17:00:21,662 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2211 +[2025-03-27 17:00:21,728 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0578 +[2025-03-27 17:00:21,771 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1162 +[2025-03-27 17:00:21,820 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6362 +[2025-03-27 17:00:21,845 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3212 +[2025-03-27 17:00:21,877 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7850 +[2025-03-27 17:00:21,931 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3718 +[2025-03-27 17:00:21,959 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1553 +[2025-03-27 17:00:22,004 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7896 +[2025-03-27 17:00:22,038 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9125 +[2025-03-27 17:00:22,069 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9051 +[2025-03-27 17:00:22,097 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3672 +[2025-03-27 17:00:22,124 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7339 +[2025-03-27 17:00:22,149 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1568 +[2025-03-27 17:00:22,180 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9555 +[2025-03-27 17:00:22,201 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1797 +[2025-03-27 17:00:22,231 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2993 +[2025-03-27 17:00:22,264 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9136 +[2025-03-27 17:00:22,300 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1364 +[2025-03-27 17:00:22,328 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8281 +[2025-03-27 17:00:22,352 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7924 +[2025-03-27 17:00:22,388 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4627 +[2025-03-27 17:00:22,417 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5747 +[2025-03-27 17:00:22,439 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5495 +[2025-03-27 17:00:22,469 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6214 +[2025-03-27 17:00:22,502 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6660 +[2025-03-27 17:00:22,553 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9722 +[2025-03-27 17:00:22,577 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2465 +[2025-03-27 17:00:22,614 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8549 +[2025-03-27 17:00:22,649 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5781 +[2025-03-27 17:00:22,678 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7232 +[2025-03-27 17:00:22,705 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7477 +[2025-03-27 17:00:22,757 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6526 +[2025-03-27 17:00:22,794 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9632 +[2025-03-27 17:00:22,841 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1315 +[2025-03-27 17:00:22,885 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2678 +[2025-03-27 17:00:22,921 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2881 +[2025-03-27 17:00:22,967 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2208 +[2025-03-27 17:00:22,992 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5118 +[2025-03-27 17:00:23,043 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3368 +[2025-03-27 17:00:23,069 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3345 +[2025-03-27 17:00:24,303 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:00:24,304 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:00:24,304 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:00:24,304 INFO hook.py line 689 8122] wall : 0.5982 0.9212 +[2025-03-27 17:00:24,304 INFO hook.py line 689 8122] floor : 0.7688 0.9549 +[2025-03-27 17:00:24,304 INFO hook.py line 689 8122] cabinet : 0.0800 0.0933 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] bed : 0.1423 0.1779 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] chair : 0.4998 0.7015 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] sofa : 0.1700 0.2113 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] table : 0.2995 0.4748 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] door : 0.1041 0.1178 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] window : 0.2046 0.2461 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] bookshelf : 0.0855 0.0949 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] picture : 0.2134 0.3727 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] counter : 0.0231 0.0254 +[2025-03-27 17:00:24,305 INFO hook.py line 689 8122] desk : 0.0077 0.0080 +[2025-03-27 17:00:24,306 INFO hook.py line 689 8122] curtain : 0.1292 0.1419 +[2025-03-27 17:00:24,306 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:00:24,306 INFO hook.py line 689 8122] shower curtain : 0.1531 0.1956 +[2025-03-27 17:00:24,306 INFO hook.py line 689 8122] toilet : 0.3328 0.5430 +[2025-03-27 17:00:24,306 INFO hook.py line 689 8122] sink : 0.3193 0.4454 +[2025-03-27 17:00:24,306 INFO hook.py line 689 8122] bathtub : 0.1138 0.1434 +[2025-03-27 17:00:24,306 INFO hook.py line 689 8122] otherfurniture : 0.1135 0.1320 +[2025-03-27 17:00:24,306 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:00:24,306 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2180/0.3001/0.6603. +[2025-03-27 17:00:24,308 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:00:24,334 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:00:24,334 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:00:40,018 INFO hook.py line 566 8122] Train: [62/100][50/300] Data 0.002 (0.008) Batch 0.206 (0.230) Remain 00:44:44 loss: 2.0670 Lr: 1.79517e-03 +[2025-03-27 17:00:52,173 INFO hook.py line 566 8122] Train: [62/100][100/300] Data 0.003 (0.017) Batch 0.183 (0.237) Remain 00:45:48 loss: 2.1041 Lr: 1.78196e-03 +[2025-03-27 17:01:04,199 INFO hook.py line 566 8122] Train: [62/100][150/300] Data 0.005 (0.025) Batch 0.127 (0.238) Remain 00:45:50 loss: 2.0759 Lr: 1.76878e-03 +[2025-03-27 17:01:15,308 INFO hook.py line 566 8122] Train: [62/100][200/300] Data 0.123 (0.029) Batch 0.420 (0.234) Remain 00:44:52 loss: 2.1651 Lr: 1.75562e-03 +[2025-03-27 17:01:28,398 INFO hook.py line 566 8122] Train: [62/100][250/300] Data 0.002 (0.034) Batch 0.086 (0.240) Remain 00:45:44 loss: 2.0749 Lr: 1.74247e-03 +[2025-03-27 17:01:35,135 INFO hook.py line 566 8122] Train: [62/100][300/300] Data 0.000 (0.034) Batch 0.079 (0.222) Remain 00:42:11 loss: 2.1022 Lr: 1.72936e-03 +[2025-03-27 17:01:35,136 INFO misc.py line 135 8122] Train result: loss: 2.0802 +[2025-03-27 17:01:35,172 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:01:48,854 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8251 +[2025-03-27 17:01:48,900 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5772 +[2025-03-27 17:01:49,148 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6980 +[2025-03-27 17:01:49,200 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2385 +[2025-03-27 17:01:49,244 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7262 +[2025-03-27 17:01:49,292 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8250 +[2025-03-27 17:01:49,339 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6536 +[2025-03-27 17:01:49,365 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0906 +[2025-03-27 17:01:49,405 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4323 +[2025-03-27 17:01:49,443 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3596 +[2025-03-27 17:01:49,487 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6601 +[2025-03-27 17:01:49,519 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4782 +[2025-03-27 17:01:49,563 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5640 +[2025-03-27 17:01:49,605 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1157 +[2025-03-27 17:01:49,639 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1385 +[2025-03-27 17:01:49,681 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1610 +[2025-03-27 17:01:49,719 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4107 +[2025-03-27 17:01:49,751 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9182 +[2025-03-27 17:01:49,793 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5834 +[2025-03-27 17:01:49,824 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4818 +[2025-03-27 17:01:49,857 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0068 +[2025-03-27 17:01:49,894 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9975 +[2025-03-27 17:01:49,923 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8735 +[2025-03-27 17:01:49,962 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6353 +[2025-03-27 17:01:49,999 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0139 +[2025-03-27 17:01:50,037 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4855 +[2025-03-27 17:01:50,084 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0290 +[2025-03-27 17:01:50,116 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2742 +[2025-03-27 17:01:50,146 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0988 +[2025-03-27 17:01:50,195 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5472 +[2025-03-27 17:01:50,249 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5360 +[2025-03-27 17:01:50,284 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2099 +[2025-03-27 17:01:50,331 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1297 +[2025-03-27 17:01:50,365 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7521 +[2025-03-27 17:01:50,399 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2039 +[2025-03-27 17:01:50,435 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6823 +[2025-03-27 17:01:50,468 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5337 +[2025-03-27 17:01:50,506 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2292 +[2025-03-27 17:01:50,562 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0559 +[2025-03-27 17:01:50,605 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1121 +[2025-03-27 17:01:50,644 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6319 +[2025-03-27 17:01:50,680 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3180 +[2025-03-27 17:01:50,721 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7819 +[2025-03-27 17:01:50,773 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3720 +[2025-03-27 17:01:50,809 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1437 +[2025-03-27 17:01:50,854 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7868 +[2025-03-27 17:01:50,888 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9161 +[2025-03-27 17:01:50,920 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8966 +[2025-03-27 17:01:50,948 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3551 +[2025-03-27 17:01:50,975 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7357 +[2025-03-27 17:01:51,000 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1644 +[2025-03-27 17:01:51,031 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9606 +[2025-03-27 17:01:51,053 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1800 +[2025-03-27 17:01:51,084 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3072 +[2025-03-27 17:01:51,117 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9204 +[2025-03-27 17:01:51,152 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1370 +[2025-03-27 17:01:51,182 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8157 +[2025-03-27 17:01:51,205 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7909 +[2025-03-27 17:01:51,240 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4684 +[2025-03-27 17:01:51,270 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5764 +[2025-03-27 17:01:51,290 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5394 +[2025-03-27 17:01:51,321 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6202 +[2025-03-27 17:01:51,354 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6695 +[2025-03-27 17:01:51,404 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9652 +[2025-03-27 17:01:51,428 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2433 +[2025-03-27 17:01:51,464 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8404 +[2025-03-27 17:01:51,499 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5681 +[2025-03-27 17:01:51,529 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7217 +[2025-03-27 17:01:51,555 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7646 +[2025-03-27 17:01:51,605 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6620 +[2025-03-27 17:01:51,643 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9587 +[2025-03-27 17:01:51,690 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1372 +[2025-03-27 17:01:51,735 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2675 +[2025-03-27 17:01:51,772 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2985 +[2025-03-27 17:01:51,817 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2420 +[2025-03-27 17:01:51,842 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5053 +[2025-03-27 17:01:51,894 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3374 +[2025-03-27 17:01:51,918 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3474 +[2025-03-27 17:01:53,127 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:01:53,127 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:01:53,127 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] wall : 0.5973 0.9224 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] floor : 0.7700 0.9537 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] cabinet : 0.0812 0.0954 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] bed : 0.1393 0.1703 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] chair : 0.5016 0.6930 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] sofa : 0.1747 0.2198 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] table : 0.3005 0.4712 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] door : 0.1049 0.1190 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] window : 0.2088 0.2546 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] bookshelf : 0.0907 0.1019 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] picture : 0.2143 0.3715 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] counter : 0.0248 0.0276 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] desk : 0.0086 0.0089 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] curtain : 0.1279 0.1403 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] shower curtain : 0.1465 0.1832 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] toilet : 0.3357 0.5421 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] sink : 0.3199 0.4443 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] bathtub : 0.1157 0.1474 +[2025-03-27 17:01:53,127 INFO hook.py line 689 8122] otherfurniture : 0.1192 0.1416 +[2025-03-27 17:01:53,127 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:01:53,127 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2191/0.3004/0.6605. +[2025-03-27 17:01:53,128 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:01:53,150 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:01:53,150 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:02:10,330 INFO hook.py line 566 8122] Train: [63/100][50/300] Data 0.003 (0.089) Batch 0.232 (0.235) Remain 00:44:30 loss: 2.4929 Lr: 1.71626e-03 +[2025-03-27 17:02:22,481 INFO hook.py line 566 8122] Train: [63/100][100/300] Data 0.003 (0.092) Batch 0.120 (0.239) Remain 00:45:03 loss: 2.1811 Lr: 1.70319e-03 +[2025-03-27 17:02:32,861 INFO hook.py line 566 8122] Train: [63/100][150/300] Data 0.005 (0.067) Batch 0.165 (0.229) Remain 00:42:50 loss: 1.8605 Lr: 1.69015e-03 +[2025-03-27 17:02:44,084 INFO hook.py line 566 8122] Train: [63/100][200/300] Data 0.007 (0.056) Batch 0.235 (0.227) Remain 00:42:27 loss: 2.1121 Lr: 1.67712e-03 +[2025-03-27 17:02:55,612 INFO hook.py line 566 8122] Train: [63/100][250/300] Data 0.004 (0.045) Batch 0.147 (0.228) Remain 00:42:23 loss: 2.0655 Lr: 1.66413e-03 +[2025-03-27 17:03:04,610 INFO hook.py line 566 8122] Train: [63/100][300/300] Data 0.000 (0.042) Batch 0.079 (0.220) Remain 00:40:41 loss: 2.1780 Lr: 1.65116e-03 +[2025-03-27 17:03:04,611 INFO misc.py line 135 8122] Train result: loss: 2.0708 +[2025-03-27 17:03:04,647 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:03:18,469 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8379 +[2025-03-27 17:03:18,511 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5787 +[2025-03-27 17:03:18,548 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6850 +[2025-03-27 17:03:18,593 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2350 +[2025-03-27 17:03:18,630 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7284 +[2025-03-27 17:03:18,681 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8211 +[2025-03-27 17:03:18,728 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6477 +[2025-03-27 17:03:18,756 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0885 +[2025-03-27 17:03:18,798 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4302 +[2025-03-27 17:03:18,832 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3681 +[2025-03-27 17:03:18,882 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6581 +[2025-03-27 17:03:18,911 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4702 +[2025-03-27 17:03:18,954 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5639 +[2025-03-27 17:03:18,991 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1097 +[2025-03-27 17:03:19,025 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1367 +[2025-03-27 17:03:19,185 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1457 +[2025-03-27 17:03:19,220 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4217 +[2025-03-27 17:03:19,256 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9120 +[2025-03-27 17:03:19,294 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5879 +[2025-03-27 17:03:19,327 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4806 +[2025-03-27 17:03:19,359 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0043 +[2025-03-27 17:03:19,396 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9986 +[2025-03-27 17:03:19,434 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8572 +[2025-03-27 17:03:19,483 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6346 +[2025-03-27 17:03:19,520 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0189 +[2025-03-27 17:03:19,559 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4883 +[2025-03-27 17:03:19,606 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0268 +[2025-03-27 17:03:19,638 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2819 +[2025-03-27 17:03:19,667 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0989 +[2025-03-27 17:03:19,718 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5432 +[2025-03-27 17:03:19,772 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5230 +[2025-03-27 17:03:19,812 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2256 +[2025-03-27 17:03:19,860 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1406 +[2025-03-27 17:03:19,899 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7598 +[2025-03-27 17:03:19,933 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2050 +[2025-03-27 17:03:19,969 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6748 +[2025-03-27 17:03:20,003 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5377 +[2025-03-27 17:03:20,031 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2326 +[2025-03-27 17:03:20,088 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0608 +[2025-03-27 17:03:20,132 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1147 +[2025-03-27 17:03:20,170 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6375 +[2025-03-27 17:03:20,196 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3100 +[2025-03-27 17:03:20,228 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7950 +[2025-03-27 17:03:20,279 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3766 +[2025-03-27 17:03:20,310 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1574 +[2025-03-27 17:03:20,355 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7948 +[2025-03-27 17:03:20,389 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9096 +[2025-03-27 17:03:20,419 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8873 +[2025-03-27 17:03:20,448 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3573 +[2025-03-27 17:03:20,476 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7217 +[2025-03-27 17:03:20,501 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1566 +[2025-03-27 17:03:20,531 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9598 +[2025-03-27 17:03:20,553 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1872 +[2025-03-27 17:03:20,584 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3068 +[2025-03-27 17:03:20,618 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9204 +[2025-03-27 17:03:20,653 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1433 +[2025-03-27 17:03:20,682 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8130 +[2025-03-27 17:03:20,706 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7993 +[2025-03-27 17:03:20,741 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4594 +[2025-03-27 17:03:20,770 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5779 +[2025-03-27 17:03:20,792 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5535 +[2025-03-27 17:03:20,822 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6277 +[2025-03-27 17:03:20,855 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6758 +[2025-03-27 17:03:20,906 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9700 +[2025-03-27 17:03:20,931 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2410 +[2025-03-27 17:03:20,969 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8400 +[2025-03-27 17:03:21,003 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5778 +[2025-03-27 17:03:21,033 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7136 +[2025-03-27 17:03:21,059 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7617 +[2025-03-27 17:03:21,112 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6560 +[2025-03-27 17:03:21,150 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9695 +[2025-03-27 17:03:21,197 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1331 +[2025-03-27 17:03:21,242 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2741 +[2025-03-27 17:03:21,280 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2943 +[2025-03-27 17:03:21,326 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2335 +[2025-03-27 17:03:21,351 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4960 +[2025-03-27 17:03:21,402 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3441 +[2025-03-27 17:03:21,426 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3431 +[2025-03-27 17:03:22,501 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:03:22,502 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:03:22,502 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:03:22,502 INFO hook.py line 689 8122] wall : 0.5995 0.9201 +[2025-03-27 17:03:22,502 INFO hook.py line 689 8122] floor : 0.7701 0.9539 +[2025-03-27 17:03:22,502 INFO hook.py line 689 8122] cabinet : 0.0802 0.0934 +[2025-03-27 17:03:22,502 INFO hook.py line 689 8122] bed : 0.1420 0.1770 +[2025-03-27 17:03:22,502 INFO hook.py line 689 8122] chair : 0.5003 0.7018 +[2025-03-27 17:03:22,502 INFO hook.py line 689 8122] sofa : 0.1735 0.2178 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] table : 0.3001 0.4754 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] door : 0.1104 0.1263 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] window : 0.2148 0.2658 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] bookshelf : 0.0831 0.0918 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] picture : 0.2138 0.3676 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] counter : 0.0252 0.0281 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] desk : 0.0100 0.0105 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] curtain : 0.1340 0.1476 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] shower curtain : 0.1498 0.1884 +[2025-03-27 17:03:22,503 INFO hook.py line 689 8122] toilet : 0.3340 0.5392 +[2025-03-27 17:03:22,504 INFO hook.py line 689 8122] sink : 0.3178 0.4500 +[2025-03-27 17:03:22,504 INFO hook.py line 689 8122] bathtub : 0.1173 0.1479 +[2025-03-27 17:03:22,504 INFO hook.py line 689 8122] otherfurniture : 0.1141 0.1333 +[2025-03-27 17:03:22,504 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:03:22,504 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2195/0.3018/0.6609. +[2025-03-27 17:03:22,505 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:03:22,527 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:03:22,527 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:03:39,351 INFO hook.py line 566 8122] Train: [64/100][50/300] Data 0.007 (0.083) Batch 0.211 (0.238) Remain 00:43:53 loss: 1.9491 Lr: 1.63821e-03 +[2025-03-27 17:03:50,525 INFO hook.py line 566 8122] Train: [64/100][100/300] Data 0.010 (0.046) Batch 0.181 (0.231) Remain 00:42:17 loss: 1.8901 Lr: 1.62529e-03 +[2025-03-27 17:04:01,803 INFO hook.py line 566 8122] Train: [64/100][150/300] Data 0.002 (0.032) Batch 0.281 (0.229) Remain 00:41:46 loss: 2.1593 Lr: 1.61240e-03 +[2025-03-27 17:04:13,486 INFO hook.py line 566 8122] Train: [64/100][200/300] Data 0.002 (0.026) Batch 0.245 (0.230) Remain 00:41:48 loss: 2.4549 Lr: 1.59953e-03 +[2025-03-27 17:04:24,624 INFO hook.py line 566 8122] Train: [64/100][250/300] Data 0.006 (0.022) Batch 0.178 (0.229) Remain 00:41:20 loss: 1.9796 Lr: 1.58670e-03 +[2025-03-27 17:04:33,508 INFO hook.py line 566 8122] Train: [64/100][300/300] Data 0.001 (0.020) Batch 0.069 (0.220) Remain 00:39:36 loss: 2.2032 Lr: 1.57389e-03 +[2025-03-27 17:04:33,508 INFO misc.py line 135 8122] Train result: loss: 2.0784 +[2025-03-27 17:04:33,556 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:04:47,582 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8336 +[2025-03-27 17:04:47,619 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5778 +[2025-03-27 17:04:47,649 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6854 +[2025-03-27 17:04:47,694 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2412 +[2025-03-27 17:04:47,724 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7270 +[2025-03-27 17:04:47,774 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8214 +[2025-03-27 17:04:47,822 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6487 +[2025-03-27 17:04:47,847 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0920 +[2025-03-27 17:04:47,888 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4321 +[2025-03-27 17:04:47,926 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3527 +[2025-03-27 17:04:47,974 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6614 +[2025-03-27 17:04:48,003 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4770 +[2025-03-27 17:04:48,046 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5597 +[2025-03-27 17:04:48,084 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1196 +[2025-03-27 17:04:48,117 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1350 +[2025-03-27 17:04:48,158 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1497 +[2025-03-27 17:04:48,197 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4168 +[2025-03-27 17:04:48,227 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9023 +[2025-03-27 17:04:48,268 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5817 +[2025-03-27 17:04:48,301 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4828 +[2025-03-27 17:04:48,334 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0090 +[2025-03-27 17:04:48,371 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0087 +[2025-03-27 17:04:48,397 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8562 +[2025-03-27 17:04:48,440 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6359 +[2025-03-27 17:04:48,483 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0137 +[2025-03-27 17:04:48,520 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4872 +[2025-03-27 17:04:48,567 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0313 +[2025-03-27 17:04:48,599 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2790 +[2025-03-27 17:04:48,625 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1006 +[2025-03-27 17:04:48,676 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5535 +[2025-03-27 17:04:48,730 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5326 +[2025-03-27 17:04:48,764 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2119 +[2025-03-27 17:04:48,812 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1367 +[2025-03-27 17:04:48,846 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7526 +[2025-03-27 17:04:48,879 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2097 +[2025-03-27 17:04:48,919 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6753 +[2025-03-27 17:04:48,957 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5413 +[2025-03-27 17:04:48,986 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2359 +[2025-03-27 17:04:49,043 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0616 +[2025-03-27 17:04:49,088 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1244 +[2025-03-27 17:04:49,128 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6403 +[2025-03-27 17:04:49,163 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3534 +[2025-03-27 17:04:49,195 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7882 +[2025-03-27 17:04:49,251 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3809 +[2025-03-27 17:04:49,278 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1470 +[2025-03-27 17:04:49,323 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7920 +[2025-03-27 17:04:49,358 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9034 +[2025-03-27 17:04:49,386 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8953 +[2025-03-27 17:04:49,414 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3531 +[2025-03-27 17:04:49,441 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7276 +[2025-03-27 17:04:49,466 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1497 +[2025-03-27 17:04:49,495 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9547 +[2025-03-27 17:04:49,519 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1881 +[2025-03-27 17:04:49,548 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3022 +[2025-03-27 17:04:49,580 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9183 +[2025-03-27 17:04:49,615 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1473 +[2025-03-27 17:04:49,644 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8187 +[2025-03-27 17:04:49,666 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8016 +[2025-03-27 17:04:49,702 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4624 +[2025-03-27 17:04:49,731 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5810 +[2025-03-27 17:04:49,752 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5494 +[2025-03-27 17:04:49,781 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6242 +[2025-03-27 17:04:49,814 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6681 +[2025-03-27 17:04:49,865 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9700 +[2025-03-27 17:04:49,890 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2272 +[2025-03-27 17:04:49,926 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8402 +[2025-03-27 17:04:49,962 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5764 +[2025-03-27 17:04:49,991 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7157 +[2025-03-27 17:04:50,017 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7649 +[2025-03-27 17:04:50,068 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6450 +[2025-03-27 17:04:50,106 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9751 +[2025-03-27 17:04:50,154 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1372 +[2025-03-27 17:04:50,199 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2757 +[2025-03-27 17:04:50,236 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2881 +[2025-03-27 17:04:50,281 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2357 +[2025-03-27 17:04:50,306 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5052 +[2025-03-27 17:04:50,357 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3484 +[2025-03-27 17:04:50,381 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3504 +[2025-03-27 17:04:51,567 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:04:51,567 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:04:51,567 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] wall : 0.5997 0.9201 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] floor : 0.7698 0.9538 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] cabinet : 0.0871 0.1041 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] bed : 0.1457 0.1843 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] chair : 0.5018 0.7029 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] sofa : 0.1651 0.2016 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] table : 0.3010 0.4688 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] door : 0.1071 0.1217 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] window : 0.2106 0.2574 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] bookshelf : 0.0886 0.0990 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] picture : 0.2128 0.3650 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] counter : 0.0282 0.0319 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] desk : 0.0116 0.0122 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] curtain : 0.1392 0.1545 +[2025-03-27 17:04:51,567 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 17:04:51,568 INFO hook.py line 689 8122] shower curtain : 0.1486 0.1868 +[2025-03-27 17:04:51,568 INFO hook.py line 689 8122] toilet : 0.3384 0.5408 +[2025-03-27 17:04:51,568 INFO hook.py line 689 8122] sink : 0.3223 0.4401 +[2025-03-27 17:04:51,568 INFO hook.py line 689 8122] bathtub : 0.1183 0.1489 +[2025-03-27 17:04:51,568 INFO hook.py line 689 8122] otherfurniture : 0.1179 0.1391 +[2025-03-27 17:04:51,568 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:04:51,568 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2207/0.3017/0.6611. +[2025-03-27 17:04:51,568 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:04:51,596 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:04:51,596 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:05:09,111 INFO hook.py line 566 8122] Train: [65/100][50/300] Data 0.003 (0.026) Batch 0.119 (0.253) Remain 00:45:16 loss: 2.2569 Lr: 1.56110e-03 +[2025-03-27 17:05:19,858 INFO hook.py line 566 8122] Train: [65/100][100/300] Data 0.002 (0.015) Batch 0.751 (0.233) Remain 00:41:35 loss: 1.7316 Lr: 1.54835e-03 +[2025-03-27 17:05:31,269 INFO hook.py line 566 8122] Train: [65/100][150/300] Data 0.003 (0.011) Batch 0.150 (0.232) Remain 00:41:05 loss: 2.2020 Lr: 1.53562e-03 +[2025-03-27 17:05:42,462 INFO hook.py line 566 8122] Train: [65/100][200/300] Data 0.007 (0.013) Batch 0.229 (0.230) Remain 00:40:33 loss: 2.1167 Lr: 1.52293e-03 +[2025-03-27 17:05:54,010 INFO hook.py line 566 8122] Train: [65/100][250/300] Data 0.006 (0.012) Batch 0.196 (0.230) Remain 00:40:24 loss: 2.1219 Lr: 1.51026e-03 +[2025-03-27 17:06:02,219 INFO hook.py line 566 8122] Train: [65/100][300/300] Data 0.031 (0.016) Batch 0.111 (0.219) Remain 00:38:17 loss: 2.0504 Lr: 1.49763e-03 +[2025-03-27 17:06:02,220 INFO misc.py line 135 8122] Train result: loss: 2.0888 +[2025-03-27 17:06:02,248 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:06:15,882 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8332 +[2025-03-27 17:06:16,251 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5822 +[2025-03-27 17:06:16,439 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6920 +[2025-03-27 17:06:16,482 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2369 +[2025-03-27 17:06:16,515 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7246 +[2025-03-27 17:06:16,562 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8221 +[2025-03-27 17:06:16,609 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6523 +[2025-03-27 17:06:16,633 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0837 +[2025-03-27 17:06:16,673 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4191 +[2025-03-27 17:06:16,703 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3635 +[2025-03-27 17:06:16,745 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6532 +[2025-03-27 17:06:16,774 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4688 +[2025-03-27 17:06:16,817 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5525 +[2025-03-27 17:06:16,854 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1221 +[2025-03-27 17:06:16,888 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1392 +[2025-03-27 17:06:16,929 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1366 +[2025-03-27 17:06:16,965 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4147 +[2025-03-27 17:06:16,996 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9107 +[2025-03-27 17:06:17,035 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5844 +[2025-03-27 17:06:17,068 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4681 +[2025-03-27 17:06:17,100 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9955 +[2025-03-27 17:06:17,138 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9982 +[2025-03-27 17:06:17,170 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8592 +[2025-03-27 17:06:17,211 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6351 +[2025-03-27 17:06:17,247 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0230 +[2025-03-27 17:06:17,283 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4881 +[2025-03-27 17:06:17,330 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0159 +[2025-03-27 17:06:17,360 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2726 +[2025-03-27 17:06:17,386 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0866 +[2025-03-27 17:06:17,438 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5384 +[2025-03-27 17:06:17,492 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5134 +[2025-03-27 17:06:17,528 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2136 +[2025-03-27 17:06:17,579 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1329 +[2025-03-27 17:06:17,612 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7571 +[2025-03-27 17:06:17,645 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2048 +[2025-03-27 17:06:17,681 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6714 +[2025-03-27 17:06:17,715 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5324 +[2025-03-27 17:06:17,744 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2189 +[2025-03-27 17:06:17,801 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0570 +[2025-03-27 17:06:17,845 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1076 +[2025-03-27 17:06:17,895 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6369 +[2025-03-27 17:06:17,929 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3026 +[2025-03-27 17:06:17,960 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7962 +[2025-03-27 17:06:18,012 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3682 +[2025-03-27 17:06:18,041 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1557 +[2025-03-27 17:06:18,083 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7948 +[2025-03-27 17:06:18,118 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9086 +[2025-03-27 17:06:18,148 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8902 +[2025-03-27 17:06:18,176 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3561 +[2025-03-27 17:06:18,203 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7293 +[2025-03-27 17:06:18,228 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1501 +[2025-03-27 17:06:18,258 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9646 +[2025-03-27 17:06:18,280 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1860 +[2025-03-27 17:06:18,310 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3182 +[2025-03-27 17:06:18,342 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9111 +[2025-03-27 17:06:18,378 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1452 +[2025-03-27 17:06:18,407 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8215 +[2025-03-27 17:06:18,430 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8007 +[2025-03-27 17:06:18,465 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4562 +[2025-03-27 17:06:18,494 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5748 +[2025-03-27 17:06:18,514 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5407 +[2025-03-27 17:06:18,544 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6243 +[2025-03-27 17:06:18,576 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6723 +[2025-03-27 17:06:18,627 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9641 +[2025-03-27 17:06:18,652 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2504 +[2025-03-27 17:06:18,688 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8432 +[2025-03-27 17:06:18,723 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5718 +[2025-03-27 17:06:18,752 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7212 +[2025-03-27 17:06:18,780 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7500 +[2025-03-27 17:06:18,831 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6469 +[2025-03-27 17:06:18,869 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9609 +[2025-03-27 17:06:18,916 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1273 +[2025-03-27 17:06:18,962 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2682 +[2025-03-27 17:06:18,999 INFO hook.py line 746 8122] Test: [74/78] Loss 2.3120 +[2025-03-27 17:06:19,044 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2212 +[2025-03-27 17:06:19,069 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5024 +[2025-03-27 17:06:19,121 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3391 +[2025-03-27 17:06:19,145 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3342 +[2025-03-27 17:06:20,329 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:06:20,329 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:06:20,329 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] wall : 0.6002 0.9189 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] floor : 0.7686 0.9549 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] cabinet : 0.0821 0.0962 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] bed : 0.1383 0.1687 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] chair : 0.4993 0.7050 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] sofa : 0.1746 0.2208 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] table : 0.2997 0.4747 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] door : 0.1109 0.1266 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] window : 0.2086 0.2534 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] bookshelf : 0.0862 0.0959 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] picture : 0.2124 0.3772 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] counter : 0.0260 0.0291 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] desk : 0.0093 0.0097 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] curtain : 0.1377 0.1528 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] shower curtain : 0.1477 0.1840 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] toilet : 0.3357 0.5403 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] sink : 0.3180 0.4491 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] bathtub : 0.1176 0.1488 +[2025-03-27 17:06:20,329 INFO hook.py line 689 8122] otherfurniture : 0.1141 0.1330 +[2025-03-27 17:06:20,329 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:06:20,329 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3020/0.6609. +[2025-03-27 17:06:20,330 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:06:20,351 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:06:20,351 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:06:36,599 INFO hook.py line 566 8122] Train: [66/100][50/300] Data 0.006 (0.069) Batch 0.184 (0.213) Remain 00:37:02 loss: 1.9541 Lr: 1.48502e-03 +[2025-03-27 17:06:47,690 INFO hook.py line 566 8122] Train: [66/100][100/300] Data 0.002 (0.046) Batch 0.175 (0.217) Remain 00:37:41 loss: 2.0281 Lr: 1.47245e-03 +[2025-03-27 17:06:59,881 INFO hook.py line 566 8122] Train: [66/100][150/300] Data 0.002 (0.052) Batch 0.133 (0.226) Remain 00:39:03 loss: 1.8349 Lr: 1.45990e-03 +[2025-03-27 17:07:11,952 INFO hook.py line 566 8122] Train: [66/100][200/300] Data 0.002 (0.048) Batch 0.143 (0.230) Remain 00:39:31 loss: 2.2814 Lr: 1.44739e-03 +[2025-03-27 17:07:24,597 INFO hook.py line 566 8122] Train: [66/100][250/300] Data 0.002 (0.048) Batch 0.102 (0.235) Remain 00:40:06 loss: 1.8753 Lr: 1.43491e-03 +[2025-03-27 17:07:31,889 INFO hook.py line 566 8122] Train: [66/100][300/300] Data 0.000 (0.045) Batch 0.090 (0.220) Remain 00:37:22 loss: 2.1656 Lr: 1.42246e-03 +[2025-03-27 17:07:31,889 INFO misc.py line 135 8122] Train result: loss: 2.0663 +[2025-03-27 17:07:31,921 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:07:45,589 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8417 +[2025-03-27 17:07:45,635 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5780 +[2025-03-27 17:07:45,672 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6804 +[2025-03-27 17:07:45,723 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2377 +[2025-03-27 17:07:45,980 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7308 +[2025-03-27 17:07:46,035 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8215 +[2025-03-27 17:07:46,083 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6491 +[2025-03-27 17:07:46,117 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0826 +[2025-03-27 17:07:46,164 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4233 +[2025-03-27 17:07:46,200 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3603 +[2025-03-27 17:07:46,240 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6523 +[2025-03-27 17:07:46,271 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4666 +[2025-03-27 17:07:46,315 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5524 +[2025-03-27 17:07:46,353 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1199 +[2025-03-27 17:07:46,396 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1337 +[2025-03-27 17:07:46,437 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1386 +[2025-03-27 17:07:46,475 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4178 +[2025-03-27 17:07:46,505 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9131 +[2025-03-27 17:07:46,547 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5818 +[2025-03-27 17:07:46,579 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4733 +[2025-03-27 17:07:46,615 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9998 +[2025-03-27 17:07:46,650 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9972 +[2025-03-27 17:07:46,686 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8551 +[2025-03-27 17:07:46,725 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6358 +[2025-03-27 17:07:46,761 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0139 +[2025-03-27 17:07:46,801 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4858 +[2025-03-27 17:07:46,847 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0285 +[2025-03-27 17:07:46,877 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2733 +[2025-03-27 17:07:46,903 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0957 +[2025-03-27 17:07:46,954 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5394 +[2025-03-27 17:07:47,008 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5199 +[2025-03-27 17:07:47,046 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2143 +[2025-03-27 17:07:47,093 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1306 +[2025-03-27 17:07:47,127 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7511 +[2025-03-27 17:07:47,165 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2018 +[2025-03-27 17:07:47,202 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6767 +[2025-03-27 17:07:47,236 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5307 +[2025-03-27 17:07:47,262 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2239 +[2025-03-27 17:07:47,319 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0469 +[2025-03-27 17:07:47,361 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1091 +[2025-03-27 17:07:47,399 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6375 +[2025-03-27 17:07:47,424 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3270 +[2025-03-27 17:07:47,456 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7949 +[2025-03-27 17:07:47,509 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3741 +[2025-03-27 17:07:47,537 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1559 +[2025-03-27 17:07:47,579 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7902 +[2025-03-27 17:07:47,613 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9036 +[2025-03-27 17:07:47,642 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8938 +[2025-03-27 17:07:47,669 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3595 +[2025-03-27 17:07:47,696 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7209 +[2025-03-27 17:07:47,720 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1672 +[2025-03-27 17:07:47,750 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9548 +[2025-03-27 17:07:47,771 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1859 +[2025-03-27 17:07:47,801 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3026 +[2025-03-27 17:07:47,833 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9155 +[2025-03-27 17:07:47,869 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1445 +[2025-03-27 17:07:47,897 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8180 +[2025-03-27 17:07:47,919 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8023 +[2025-03-27 17:07:47,954 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4586 +[2025-03-27 17:07:47,982 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5812 +[2025-03-27 17:07:48,003 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5354 +[2025-03-27 17:07:48,031 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6227 +[2025-03-27 17:07:48,064 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6663 +[2025-03-27 17:07:48,115 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9652 +[2025-03-27 17:07:48,138 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2465 +[2025-03-27 17:07:48,174 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8444 +[2025-03-27 17:07:48,209 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5803 +[2025-03-27 17:07:48,236 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7114 +[2025-03-27 17:07:48,261 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7595 +[2025-03-27 17:07:48,312 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6499 +[2025-03-27 17:07:48,351 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9671 +[2025-03-27 17:07:48,397 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1255 +[2025-03-27 17:07:48,440 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2646 +[2025-03-27 17:07:48,477 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2922 +[2025-03-27 17:07:48,522 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2280 +[2025-03-27 17:07:48,546 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4993 +[2025-03-27 17:07:48,597 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3430 +[2025-03-27 17:07:48,620 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3435 +[2025-03-27 17:07:49,821 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:07:49,821 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:07:49,821 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] wall : 0.5997 0.9198 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] floor : 0.7695 0.9542 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] cabinet : 0.0821 0.0964 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] bed : 0.1420 0.1765 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] chair : 0.5007 0.7036 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] sofa : 0.1701 0.2112 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] table : 0.3001 0.4708 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] door : 0.1141 0.1315 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] window : 0.2113 0.2592 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] bookshelf : 0.0858 0.0953 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] picture : 0.2127 0.3727 +[2025-03-27 17:07:49,821 INFO hook.py line 689 8122] counter : 0.0263 0.0294 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] desk : 0.0092 0.0096 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] curtain : 0.1297 0.1423 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] shower curtain : 0.1465 0.1819 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] toilet : 0.3371 0.5392 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] sink : 0.3190 0.4482 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] bathtub : 0.1137 0.1415 +[2025-03-27 17:07:49,822 INFO hook.py line 689 8122] otherfurniture : 0.1161 0.1363 +[2025-03-27 17:07:49,822 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:07:49,822 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2193/0.3010/0.6610. +[2025-03-27 17:07:49,822 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:07:49,843 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:07:49,844 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:08:06,218 INFO hook.py line 566 8122] Train: [67/100][50/300] Data 0.006 (0.037) Batch 0.654 (0.230) Remain 00:38:52 loss: 2.1152 Lr: 1.41005e-03 +[2025-03-27 17:08:18,116 INFO hook.py line 566 8122] Train: [67/100][100/300] Data 0.005 (0.032) Batch 0.108 (0.234) Remain 00:39:23 loss: 2.0973 Lr: 1.39767e-03 +[2025-03-27 17:08:30,016 INFO hook.py line 566 8122] Train: [67/100][150/300] Data 0.002 (0.037) Batch 0.102 (0.235) Remain 00:39:25 loss: 2.1693 Lr: 1.38532e-03 +[2025-03-27 17:08:40,908 INFO hook.py line 566 8122] Train: [67/100][200/300] Data 0.006 (0.039) Batch 0.226 (0.231) Remain 00:38:29 loss: 2.1913 Lr: 1.37300e-03 +[2025-03-27 17:08:54,321 INFO hook.py line 566 8122] Train: [67/100][250/300] Data 0.002 (0.038) Batch 0.103 (0.238) Remain 00:39:32 loss: 1.9084 Lr: 1.36072e-03 +[2025-03-27 17:09:01,723 INFO hook.py line 566 8122] Train: [67/100][300/300] Data 0.000 (0.032) Batch 0.071 (0.223) Remain 00:36:50 loss: 2.0445 Lr: 1.34848e-03 +[2025-03-27 17:09:01,724 INFO misc.py line 135 8122] Train result: loss: 2.0827 +[2025-03-27 17:09:01,754 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:09:15,790 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8373 +[2025-03-27 17:09:15,837 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5845 +[2025-03-27 17:09:15,866 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6900 +[2025-03-27 17:09:15,911 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2400 +[2025-03-27 17:09:15,942 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7343 +[2025-03-27 17:09:16,172 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8234 +[2025-03-27 17:09:16,219 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6547 +[2025-03-27 17:09:16,245 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0914 +[2025-03-27 17:09:16,284 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4234 +[2025-03-27 17:09:16,322 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3608 +[2025-03-27 17:09:16,364 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6587 +[2025-03-27 17:09:16,395 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4708 +[2025-03-27 17:09:16,439 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5531 +[2025-03-27 17:09:16,474 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1272 +[2025-03-27 17:09:16,508 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1326 +[2025-03-27 17:09:16,555 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1362 +[2025-03-27 17:09:16,590 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4167 +[2025-03-27 17:09:16,620 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9028 +[2025-03-27 17:09:16,658 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5815 +[2025-03-27 17:09:16,690 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4692 +[2025-03-27 17:09:16,724 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0005 +[2025-03-27 17:09:16,761 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0018 +[2025-03-27 17:09:16,788 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8576 +[2025-03-27 17:09:16,829 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6398 +[2025-03-27 17:09:16,866 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0164 +[2025-03-27 17:09:16,901 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4940 +[2025-03-27 17:09:16,947 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0248 +[2025-03-27 17:09:16,978 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2749 +[2025-03-27 17:09:17,004 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0966 +[2025-03-27 17:09:17,055 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5464 +[2025-03-27 17:09:17,110 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5228 +[2025-03-27 17:09:17,141 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2096 +[2025-03-27 17:09:17,189 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1312 +[2025-03-27 17:09:17,223 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7570 +[2025-03-27 17:09:17,256 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2027 +[2025-03-27 17:09:17,292 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6701 +[2025-03-27 17:09:17,326 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5384 +[2025-03-27 17:09:17,354 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2183 +[2025-03-27 17:09:17,410 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0534 +[2025-03-27 17:09:17,454 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1145 +[2025-03-27 17:09:17,499 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6380 +[2025-03-27 17:09:17,523 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3371 +[2025-03-27 17:09:17,554 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7874 +[2025-03-27 17:09:17,606 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3765 +[2025-03-27 17:09:17,633 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1563 +[2025-03-27 17:09:17,676 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7881 +[2025-03-27 17:09:17,710 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9080 +[2025-03-27 17:09:17,739 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9026 +[2025-03-27 17:09:17,767 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3579 +[2025-03-27 17:09:17,794 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7272 +[2025-03-27 17:09:17,819 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1481 +[2025-03-27 17:09:17,851 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9562 +[2025-03-27 17:09:17,874 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1827 +[2025-03-27 17:09:17,904 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2999 +[2025-03-27 17:09:17,937 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9112 +[2025-03-27 17:09:17,972 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1401 +[2025-03-27 17:09:18,002 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8222 +[2025-03-27 17:09:18,025 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7984 +[2025-03-27 17:09:18,060 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4569 +[2025-03-27 17:09:18,088 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5793 +[2025-03-27 17:09:18,109 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5389 +[2025-03-27 17:09:18,139 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6244 +[2025-03-27 17:09:18,171 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6677 +[2025-03-27 17:09:18,222 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9751 +[2025-03-27 17:09:18,246 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2334 +[2025-03-27 17:09:18,283 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8486 +[2025-03-27 17:09:18,318 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5732 +[2025-03-27 17:09:18,347 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7183 +[2025-03-27 17:09:18,372 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7554 +[2025-03-27 17:09:18,423 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6529 +[2025-03-27 17:09:18,462 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9650 +[2025-03-27 17:09:18,508 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1297 +[2025-03-27 17:09:18,553 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2696 +[2025-03-27 17:09:18,590 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2893 +[2025-03-27 17:09:18,635 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2313 +[2025-03-27 17:09:18,659 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5153 +[2025-03-27 17:09:18,710 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3442 +[2025-03-27 17:09:18,735 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3397 +[2025-03-27 17:09:19,967 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:09:19,967 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:09:19,967 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:09:19,967 INFO hook.py line 689 8122] wall : 0.5998 0.9196 +[2025-03-27 17:09:19,967 INFO hook.py line 689 8122] floor : 0.7691 0.9547 +[2025-03-27 17:09:19,967 INFO hook.py line 689 8122] cabinet : 0.0819 0.0957 +[2025-03-27 17:09:19,967 INFO hook.py line 689 8122] bed : 0.1445 0.1823 +[2025-03-27 17:09:19,967 INFO hook.py line 689 8122] chair : 0.5005 0.7067 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] sofa : 0.1674 0.2062 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] table : 0.3004 0.4692 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] door : 0.1068 0.1211 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] window : 0.2058 0.2483 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] bookshelf : 0.0886 0.0990 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] picture : 0.2138 0.3745 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] counter : 0.0262 0.0292 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] desk : 0.0110 0.0116 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] curtain : 0.1394 0.1548 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:09:19,968 INFO hook.py line 689 8122] shower curtain : 0.1471 0.1834 +[2025-03-27 17:09:19,969 INFO hook.py line 689 8122] toilet : 0.3386 0.5361 +[2025-03-27 17:09:19,969 INFO hook.py line 689 8122] sink : 0.3197 0.4503 +[2025-03-27 17:09:19,969 INFO hook.py line 689 8122] bathtub : 0.1178 0.1485 +[2025-03-27 17:09:19,969 INFO hook.py line 689 8122] otherfurniture : 0.1178 0.1393 +[2025-03-27 17:09:19,969 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:09:19,969 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2198/0.3015/0.6609. +[2025-03-27 17:09:19,970 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:09:19,995 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:09:19,995 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:09:36,769 INFO hook.py line 566 8122] Train: [68/100][50/300] Data 0.402 (0.014) Batch 0.674 (0.235) Remain 00:38:30 loss: 1.8925 Lr: 1.33627e-03 +[2025-03-27 17:09:49,695 INFO hook.py line 566 8122] Train: [68/100][100/300] Data 0.002 (0.045) Batch 0.093 (0.247) Remain 00:40:19 loss: 2.2248 Lr: 1.32409e-03 +[2025-03-27 17:10:00,285 INFO hook.py line 566 8122] Train: [68/100][150/300] Data 0.002 (0.053) Batch 0.231 (0.235) Remain 00:38:10 loss: 2.1020 Lr: 1.31195e-03 +[2025-03-27 17:10:12,439 INFO hook.py line 566 8122] Train: [68/100][200/300] Data 0.002 (0.058) Batch 0.132 (0.237) Remain 00:38:19 loss: 2.0206 Lr: 1.29985e-03 +[2025-03-27 17:10:23,568 INFO hook.py line 566 8122] Train: [68/100][250/300] Data 0.005 (0.062) Batch 0.244 (0.234) Remain 00:37:38 loss: 1.8602 Lr: 1.28778e-03 +[2025-03-27 17:10:31,327 INFO hook.py line 566 8122] Train: [68/100][300/300] Data 0.001 (0.056) Batch 0.072 (0.221) Remain 00:35:19 loss: 2.1381 Lr: 1.27575e-03 +[2025-03-27 17:10:31,327 INFO misc.py line 135 8122] Train result: loss: 2.0891 +[2025-03-27 17:10:31,370 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:10:44,999 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8452 +[2025-03-27 17:10:45,182 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5824 +[2025-03-27 17:10:45,374 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6862 +[2025-03-27 17:10:45,418 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2372 +[2025-03-27 17:10:45,454 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7328 +[2025-03-27 17:10:45,501 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8217 +[2025-03-27 17:10:45,548 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6504 +[2025-03-27 17:10:45,585 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0886 +[2025-03-27 17:10:45,626 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4239 +[2025-03-27 17:10:45,659 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3639 +[2025-03-27 17:10:45,706 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6622 +[2025-03-27 17:10:45,900 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4793 +[2025-03-27 17:10:45,944 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5592 +[2025-03-27 17:10:45,979 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1123 +[2025-03-27 17:10:46,013 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1345 +[2025-03-27 17:10:46,054 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1468 +[2025-03-27 17:10:46,090 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4251 +[2025-03-27 17:10:46,120 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9042 +[2025-03-27 17:10:46,163 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5854 +[2025-03-27 17:10:46,193 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4765 +[2025-03-27 17:10:46,227 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0032 +[2025-03-27 17:10:46,266 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0009 +[2025-03-27 17:10:46,295 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8578 +[2025-03-27 17:10:46,334 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6347 +[2025-03-27 17:10:46,371 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0209 +[2025-03-27 17:10:46,406 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4899 +[2025-03-27 17:10:46,453 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0278 +[2025-03-27 17:10:46,490 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2716 +[2025-03-27 17:10:46,524 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0968 +[2025-03-27 17:10:46,574 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5412 +[2025-03-27 17:10:46,628 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5274 +[2025-03-27 17:10:46,662 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2116 +[2025-03-27 17:10:46,709 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1346 +[2025-03-27 17:10:46,742 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7541 +[2025-03-27 17:10:46,774 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2053 +[2025-03-27 17:10:46,812 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6683 +[2025-03-27 17:10:46,850 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5317 +[2025-03-27 17:10:46,880 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2288 +[2025-03-27 17:10:46,941 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0541 +[2025-03-27 17:10:46,985 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1098 +[2025-03-27 17:10:47,028 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6392 +[2025-03-27 17:10:47,053 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3172 +[2025-03-27 17:10:47,085 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8049 +[2025-03-27 17:10:47,148 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3757 +[2025-03-27 17:10:47,176 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1608 +[2025-03-27 17:10:47,219 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7908 +[2025-03-27 17:10:47,253 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9088 +[2025-03-27 17:10:47,283 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8923 +[2025-03-27 17:10:47,311 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3502 +[2025-03-27 17:10:47,338 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7248 +[2025-03-27 17:10:47,363 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1444 +[2025-03-27 17:10:47,394 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9574 +[2025-03-27 17:10:47,415 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1863 +[2025-03-27 17:10:47,445 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3030 +[2025-03-27 17:10:47,477 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9188 +[2025-03-27 17:10:47,514 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1446 +[2025-03-27 17:10:47,543 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8181 +[2025-03-27 17:10:47,565 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7985 +[2025-03-27 17:10:47,602 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4561 +[2025-03-27 17:10:47,631 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5796 +[2025-03-27 17:10:47,653 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5381 +[2025-03-27 17:10:47,682 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6263 +[2025-03-27 17:10:47,716 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6718 +[2025-03-27 17:10:47,767 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9670 +[2025-03-27 17:10:47,791 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2380 +[2025-03-27 17:10:47,826 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8404 +[2025-03-27 17:10:47,862 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5732 +[2025-03-27 17:10:47,890 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7139 +[2025-03-27 17:10:47,916 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7595 +[2025-03-27 17:10:47,966 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6508 +[2025-03-27 17:10:48,004 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9625 +[2025-03-27 17:10:48,051 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1345 +[2025-03-27 17:10:48,096 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2707 +[2025-03-27 17:10:48,132 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2964 +[2025-03-27 17:10:48,178 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2353 +[2025-03-27 17:10:48,203 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5063 +[2025-03-27 17:10:48,254 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3477 +[2025-03-27 17:10:48,278 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3408 +[2025-03-27 17:10:49,461 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:10:49,462 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:10:49,462 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] wall : 0.6003 0.9188 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] floor : 0.7697 0.9540 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] cabinet : 0.0808 0.0941 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] bed : 0.1420 0.1762 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] chair : 0.5003 0.7034 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] sofa : 0.1747 0.2205 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] table : 0.3001 0.4741 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] door : 0.1122 0.1285 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] window : 0.2121 0.2603 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] bookshelf : 0.0878 0.0980 +[2025-03-27 17:10:49,462 INFO hook.py line 689 8122] picture : 0.2131 0.3766 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] counter : 0.0246 0.0273 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] desk : 0.0119 0.0127 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] curtain : 0.1400 0.1555 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] shower curtain : 0.1439 0.1775 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] toilet : 0.3375 0.5346 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] sink : 0.3183 0.4552 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] bathtub : 0.1155 0.1437 +[2025-03-27 17:10:49,463 INFO hook.py line 689 8122] otherfurniture : 0.1168 0.1371 +[2025-03-27 17:10:49,463 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:10:49,463 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2201/0.3024/0.6611. +[2025-03-27 17:10:49,463 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:10:49,491 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:10:49,492 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:11:06,246 INFO hook.py line 566 8122] Train: [69/100][50/300] Data 0.005 (0.072) Batch 0.171 (0.225) Remain 00:35:44 loss: 2.0322 Lr: 1.26400e-03 +[2025-03-27 17:11:19,168 INFO hook.py line 566 8122] Train: [69/100][100/300] Data 0.001 (0.093) Batch 0.123 (0.242) Remain 00:38:18 loss: 2.1852 Lr: 1.25205e-03 +[2025-03-27 17:11:31,460 INFO hook.py line 566 8122] Train: [69/100][150/300] Data 0.001 (0.105) Batch 0.107 (0.243) Remain 00:38:19 loss: 2.0143 Lr: 1.24013e-03 +[2025-03-27 17:11:42,405 INFO hook.py line 566 8122] Train: [69/100][200/300] Data 0.001 (0.095) Batch 0.115 (0.237) Remain 00:37:08 loss: 2.1574 Lr: 1.22825e-03 +[2025-03-27 17:11:54,328 INFO hook.py line 566 8122] Train: [69/100][250/300] Data 0.001 (0.097) Batch 0.114 (0.237) Remain 00:36:59 loss: 2.1797 Lr: 1.21641e-03 +[2025-03-27 17:12:02,124 INFO hook.py line 566 8122] Train: [69/100][300/300] Data 0.000 (0.089) Batch 0.072 (0.224) Remain 00:34:40 loss: 2.1797 Lr: 1.20460e-03 +[2025-03-27 17:12:02,125 INFO misc.py line 135 8122] Train result: loss: 2.0805 +[2025-03-27 17:12:02,159 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:12:15,926 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8460 +[2025-03-27 17:12:15,972 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5805 +[2025-03-27 17:12:16,009 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6928 +[2025-03-27 17:12:16,058 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2403 +[2025-03-27 17:12:16,089 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7285 +[2025-03-27 17:12:16,137 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8313 +[2025-03-27 17:12:16,184 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6596 +[2025-03-27 17:12:16,209 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0880 +[2025-03-27 17:12:16,251 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4280 +[2025-03-27 17:12:16,285 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3685 +[2025-03-27 17:12:16,330 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6678 +[2025-03-27 17:12:16,359 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4747 +[2025-03-27 17:12:16,402 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5657 +[2025-03-27 17:12:16,438 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1254 +[2025-03-27 17:12:16,472 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1420 +[2025-03-27 17:12:16,515 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1534 +[2025-03-27 17:12:16,552 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4146 +[2025-03-27 17:12:16,584 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9130 +[2025-03-27 17:12:16,626 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5819 +[2025-03-27 17:12:16,661 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4747 +[2025-03-27 17:12:16,694 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0015 +[2025-03-27 17:12:16,732 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9975 +[2025-03-27 17:12:16,773 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8643 +[2025-03-27 17:12:16,816 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6389 +[2025-03-27 17:12:16,853 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0139 +[2025-03-27 17:12:16,889 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4826 +[2025-03-27 17:12:16,936 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0302 +[2025-03-27 17:12:16,969 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2791 +[2025-03-27 17:12:16,998 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0954 +[2025-03-27 17:12:17,045 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5433 +[2025-03-27 17:12:17,100 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5314 +[2025-03-27 17:12:17,134 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2184 +[2025-03-27 17:12:17,181 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1295 +[2025-03-27 17:12:17,214 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7588 +[2025-03-27 17:12:17,248 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1991 +[2025-03-27 17:12:17,290 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6859 +[2025-03-27 17:12:17,323 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5312 +[2025-03-27 17:12:17,354 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2275 +[2025-03-27 17:12:17,410 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0613 +[2025-03-27 17:12:17,453 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1215 +[2025-03-27 17:12:17,499 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6327 +[2025-03-27 17:12:17,524 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3236 +[2025-03-27 17:12:17,557 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7965 +[2025-03-27 17:12:17,613 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3732 +[2025-03-27 17:12:17,641 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1651 +[2025-03-27 17:12:17,687 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7996 +[2025-03-27 17:12:17,722 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9122 +[2025-03-27 17:12:17,755 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9055 +[2025-03-27 17:12:17,784 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3678 +[2025-03-27 17:12:17,811 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7381 +[2025-03-27 17:12:17,836 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1535 +[2025-03-27 17:12:17,868 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9590 +[2025-03-27 17:12:17,891 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1799 +[2025-03-27 17:12:17,920 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3017 +[2025-03-27 17:12:17,952 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9192 +[2025-03-27 17:12:17,987 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1347 +[2025-03-27 17:12:18,017 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8263 +[2025-03-27 17:12:18,039 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8021 +[2025-03-27 17:12:18,074 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4687 +[2025-03-27 17:12:18,104 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5730 +[2025-03-27 17:12:18,125 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5473 +[2025-03-27 17:12:18,155 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6234 +[2025-03-27 17:12:18,187 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6667 +[2025-03-27 17:12:18,238 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9722 +[2025-03-27 17:12:18,262 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2380 +[2025-03-27 17:12:18,297 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8519 +[2025-03-27 17:12:18,332 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5711 +[2025-03-27 17:12:18,362 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7237 +[2025-03-27 17:12:18,387 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7570 +[2025-03-27 17:12:18,438 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6511 +[2025-03-27 17:12:18,475 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9662 +[2025-03-27 17:12:18,523 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1302 +[2025-03-27 17:12:18,568 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2622 +[2025-03-27 17:12:18,604 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2857 +[2025-03-27 17:12:18,649 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2349 +[2025-03-27 17:12:18,673 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5078 +[2025-03-27 17:12:18,725 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3366 +[2025-03-27 17:12:18,749 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3392 +[2025-03-27 17:12:19,993 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:12:19,994 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:12:19,994 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] wall : 0.5985 0.9209 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] floor : 0.7679 0.9551 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] cabinet : 0.0805 0.0940 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] bed : 0.1429 0.1792 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] chair : 0.5005 0.6940 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] sofa : 0.1742 0.2193 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] table : 0.2987 0.4746 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] door : 0.1036 0.1171 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] window : 0.2076 0.2522 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] bookshelf : 0.0847 0.0940 +[2025-03-27 17:12:19,994 INFO hook.py line 689 8122] picture : 0.2132 0.3677 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] counter : 0.0257 0.0286 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] desk : 0.0072 0.0075 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] curtain : 0.1332 0.1470 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] shower curtain : 0.1447 0.1801 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] toilet : 0.3369 0.5375 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] sink : 0.3205 0.4455 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] bathtub : 0.1112 0.1372 +[2025-03-27 17:12:19,995 INFO hook.py line 689 8122] otherfurniture : 0.1179 0.1389 +[2025-03-27 17:12:19,995 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:12:19,995 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2185/0.2995/0.6603. +[2025-03-27 17:12:19,996 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:12:20,019 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:12:20,019 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:12:36,020 INFO hook.py line 566 8122] Train: [70/100][50/300] Data 0.002 (0.014) Batch 0.163 (0.214) Remain 00:33:00 loss: 1.8543 Lr: 1.19284e-03 +[2025-03-27 17:12:48,479 INFO hook.py line 566 8122] Train: [70/100][100/300] Data 0.006 (0.059) Batch 0.182 (0.232) Remain 00:35:36 loss: 2.0980 Lr: 1.18112e-03 +[2025-03-27 17:13:00,636 INFO hook.py line 566 8122] Train: [70/100][150/300] Data 0.001 (0.040) Batch 0.107 (0.236) Remain 00:35:58 loss: 1.8429 Lr: 1.16944e-03 +[2025-03-27 17:13:12,568 INFO hook.py line 566 8122] Train: [70/100][200/300] Data 0.001 (0.031) Batch 0.107 (0.237) Remain 00:35:53 loss: 2.0719 Lr: 1.15779e-03 +[2025-03-27 17:13:24,173 INFO hook.py line 566 8122] Train: [70/100][250/300] Data 0.002 (0.025) Batch 0.217 (0.236) Remain 00:35:33 loss: 2.1516 Lr: 1.14619e-03 +[2025-03-27 17:13:31,919 INFO hook.py line 566 8122] Train: [70/100][300/300] Data 0.001 (0.021) Batch 0.073 (0.222) Remain 00:33:18 loss: 1.9591 Lr: 1.13463e-03 +[2025-03-27 17:13:31,919 INFO misc.py line 135 8122] Train result: loss: 2.0733 +[2025-03-27 17:13:31,960 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:13:45,509 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8520 +[2025-03-27 17:13:45,560 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5821 +[2025-03-27 17:13:45,711 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6856 +[2025-03-27 17:13:45,951 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2417 +[2025-03-27 17:13:45,981 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7328 +[2025-03-27 17:13:46,033 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8111 +[2025-03-27 17:13:46,080 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6523 +[2025-03-27 17:13:46,106 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0978 +[2025-03-27 17:13:46,148 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4330 +[2025-03-27 17:13:46,176 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3589 +[2025-03-27 17:13:46,220 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6637 +[2025-03-27 17:13:46,249 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4801 +[2025-03-27 17:13:46,292 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5525 +[2025-03-27 17:13:46,329 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1193 +[2025-03-27 17:13:46,364 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1354 +[2025-03-27 17:13:46,441 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1476 +[2025-03-27 17:13:46,475 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4178 +[2025-03-27 17:13:46,511 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9013 +[2025-03-27 17:13:46,551 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5820 +[2025-03-27 17:13:46,584 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4741 +[2025-03-27 17:13:46,617 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0092 +[2025-03-27 17:13:46,657 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0048 +[2025-03-27 17:13:46,686 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8541 +[2025-03-27 17:13:46,726 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6341 +[2025-03-27 17:13:46,762 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0206 +[2025-03-27 17:13:46,809 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4904 +[2025-03-27 17:13:46,856 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0338 +[2025-03-27 17:13:46,890 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2815 +[2025-03-27 17:13:46,930 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0984 +[2025-03-27 17:13:46,981 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5472 +[2025-03-27 17:13:47,037 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5280 +[2025-03-27 17:13:47,068 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2231 +[2025-03-27 17:13:47,114 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1338 +[2025-03-27 17:13:47,160 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7601 +[2025-03-27 17:13:47,201 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2081 +[2025-03-27 17:13:47,237 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6740 +[2025-03-27 17:13:47,271 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5396 +[2025-03-27 17:13:47,300 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2291 +[2025-03-27 17:13:47,357 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0661 +[2025-03-27 17:13:47,401 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1197 +[2025-03-27 17:13:47,440 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6391 +[2025-03-27 17:13:47,465 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3300 +[2025-03-27 17:13:47,499 INFO hook.py line 746 8122] Test: [43/78] Loss 1.8019 +[2025-03-27 17:13:47,557 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3814 +[2025-03-27 17:13:47,592 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1631 +[2025-03-27 17:13:47,635 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8089 +[2025-03-27 17:13:47,669 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9087 +[2025-03-27 17:13:47,701 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8997 +[2025-03-27 17:13:47,729 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3586 +[2025-03-27 17:13:47,756 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7292 +[2025-03-27 17:13:47,782 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1368 +[2025-03-27 17:13:47,813 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9548 +[2025-03-27 17:13:47,836 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1838 +[2025-03-27 17:13:47,866 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2823 +[2025-03-27 17:13:47,899 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9169 +[2025-03-27 17:13:47,934 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1436 +[2025-03-27 17:13:47,963 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8215 +[2025-03-27 17:13:47,986 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8075 +[2025-03-27 17:13:48,022 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4645 +[2025-03-27 17:13:48,052 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5788 +[2025-03-27 17:13:48,074 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5553 +[2025-03-27 17:13:48,104 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6287 +[2025-03-27 17:13:48,137 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6685 +[2025-03-27 17:13:48,188 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9724 +[2025-03-27 17:13:48,213 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2209 +[2025-03-27 17:13:48,249 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8447 +[2025-03-27 17:13:48,285 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5746 +[2025-03-27 17:13:48,316 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7176 +[2025-03-27 17:13:48,341 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7578 +[2025-03-27 17:13:48,392 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6499 +[2025-03-27 17:13:48,430 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9737 +[2025-03-27 17:13:48,477 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1395 +[2025-03-27 17:13:48,522 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2754 +[2025-03-27 17:13:48,558 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2773 +[2025-03-27 17:13:48,605 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2333 +[2025-03-27 17:13:48,629 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5051 +[2025-03-27 17:13:48,680 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3412 +[2025-03-27 17:13:48,703 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3437 +[2025-03-27 17:13:49,812 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:13:49,813 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:13:49,813 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] wall : 0.5994 0.9203 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] floor : 0.7690 0.9546 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] cabinet : 0.0828 0.0973 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] bed : 0.1473 0.1894 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] chair : 0.5014 0.6989 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] sofa : 0.1703 0.2117 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] table : 0.2999 0.4711 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] door : 0.1031 0.1160 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] window : 0.2108 0.2579 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] bookshelf : 0.0834 0.0922 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] picture : 0.2133 0.3680 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] counter : 0.0276 0.0309 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] desk : 0.0104 0.0110 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] curtain : 0.1420 0.1585 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] shower curtain : 0.1437 0.1774 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] toilet : 0.3373 0.5356 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] sink : 0.3199 0.4481 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] bathtub : 0.1130 0.1396 +[2025-03-27 17:13:49,813 INFO hook.py line 689 8122] otherfurniture : 0.1176 0.1385 +[2025-03-27 17:13:49,813 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:13:49,813 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2196/0.3009/0.6608. +[2025-03-27 17:13:49,814 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:13:49,838 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:13:49,838 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:14:07,088 INFO hook.py line 566 8122] Train: [71/100][50/300] Data 0.692 (0.066) Batch 0.851 (0.243) Remain 00:36:16 loss: 2.0176 Lr: 1.12311e-03 +[2025-03-27 17:14:18,644 INFO hook.py line 566 8122] Train: [71/100][100/300] Data 0.001 (0.060) Batch 0.141 (0.237) Remain 00:35:08 loss: 2.0875 Lr: 1.11164e-03 +[2025-03-27 17:14:30,129 INFO hook.py line 566 8122] Train: [71/100][150/300] Data 0.002 (0.071) Batch 0.154 (0.234) Remain 00:34:35 loss: 2.1178 Lr: 1.10020e-03 +[2025-03-27 17:14:42,580 INFO hook.py line 566 8122] Train: [71/100][200/300] Data 0.001 (0.083) Batch 0.098 (0.238) Remain 00:34:55 loss: 1.6442 Lr: 1.08881e-03 +[2025-03-27 17:14:53,728 INFO hook.py line 566 8122] Train: [71/100][250/300] Data 0.002 (0.080) Batch 0.104 (0.235) Remain 00:34:17 loss: 2.0883 Lr: 1.07746e-03 +[2025-03-27 17:15:02,127 INFO hook.py line 566 8122] Train: [71/100][300/300] Data 0.001 (0.078) Batch 0.075 (0.224) Remain 00:32:27 loss: 1.9913 Lr: 1.06615e-03 +[2025-03-27 17:15:02,127 INFO misc.py line 135 8122] Train result: loss: 2.0869 +[2025-03-27 17:15:02,160 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:15:15,728 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8358 +[2025-03-27 17:15:15,784 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5821 +[2025-03-27 17:15:15,993 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6776 +[2025-03-27 17:15:16,037 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2390 +[2025-03-27 17:15:16,076 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7257 +[2025-03-27 17:15:16,199 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8195 +[2025-03-27 17:15:16,256 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6526 +[2025-03-27 17:15:16,288 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0898 +[2025-03-27 17:15:16,482 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4339 +[2025-03-27 17:15:16,509 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3607 +[2025-03-27 17:15:16,560 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6648 +[2025-03-27 17:15:16,595 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4779 +[2025-03-27 17:15:16,645 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5701 +[2025-03-27 17:15:16,679 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1244 +[2025-03-27 17:15:16,712 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1325 +[2025-03-27 17:15:16,753 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1593 +[2025-03-27 17:15:16,788 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4061 +[2025-03-27 17:15:16,820 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9057 +[2025-03-27 17:15:16,861 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5745 +[2025-03-27 17:15:16,894 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4739 +[2025-03-27 17:15:16,927 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0023 +[2025-03-27 17:15:16,969 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0032 +[2025-03-27 17:15:16,998 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8576 +[2025-03-27 17:15:17,038 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6286 +[2025-03-27 17:15:17,075 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0018 +[2025-03-27 17:15:17,110 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4784 +[2025-03-27 17:15:17,157 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0318 +[2025-03-27 17:15:17,194 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2874 +[2025-03-27 17:15:17,220 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0998 +[2025-03-27 17:15:17,272 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5358 +[2025-03-27 17:15:17,326 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5339 +[2025-03-27 17:15:17,360 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2298 +[2025-03-27 17:15:17,407 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1239 +[2025-03-27 17:15:17,451 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7516 +[2025-03-27 17:15:17,488 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1955 +[2025-03-27 17:15:17,523 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6762 +[2025-03-27 17:15:17,561 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5328 +[2025-03-27 17:15:17,589 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2303 +[2025-03-27 17:15:17,646 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0539 +[2025-03-27 17:15:17,696 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1108 +[2025-03-27 17:15:17,736 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6333 +[2025-03-27 17:15:17,761 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3380 +[2025-03-27 17:15:17,795 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7914 +[2025-03-27 17:15:17,847 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3739 +[2025-03-27 17:15:17,877 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1486 +[2025-03-27 17:15:17,921 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7860 +[2025-03-27 17:15:17,956 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9174 +[2025-03-27 17:15:17,987 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9021 +[2025-03-27 17:15:18,015 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3642 +[2025-03-27 17:15:18,042 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7230 +[2025-03-27 17:15:18,066 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1516 +[2025-03-27 17:15:18,097 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9511 +[2025-03-27 17:15:18,118 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1752 +[2025-03-27 17:15:18,147 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2904 +[2025-03-27 17:15:18,180 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9200 +[2025-03-27 17:15:18,215 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1357 +[2025-03-27 17:15:18,244 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8217 +[2025-03-27 17:15:18,271 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7946 +[2025-03-27 17:15:18,310 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4672 +[2025-03-27 17:15:18,342 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5713 +[2025-03-27 17:15:18,364 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5556 +[2025-03-27 17:15:18,394 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6165 +[2025-03-27 17:15:18,426 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6625 +[2025-03-27 17:15:18,478 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9691 +[2025-03-27 17:15:18,503 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2245 +[2025-03-27 17:15:18,539 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8491 +[2025-03-27 17:15:18,574 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5761 +[2025-03-27 17:15:18,604 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7135 +[2025-03-27 17:15:18,629 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7596 +[2025-03-27 17:15:18,680 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6474 +[2025-03-27 17:15:18,719 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9734 +[2025-03-27 17:15:18,766 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1336 +[2025-03-27 17:15:18,812 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2629 +[2025-03-27 17:15:18,849 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2762 +[2025-03-27 17:15:18,894 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2385 +[2025-03-27 17:15:18,919 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5057 +[2025-03-27 17:15:18,971 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3398 +[2025-03-27 17:15:18,995 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3472 +[2025-03-27 17:15:20,186 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:15:20,186 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:15:20,187 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] wall : 0.5980 0.9215 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] floor : 0.7701 0.9540 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] cabinet : 0.0797 0.0928 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] bed : 0.1466 0.1879 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] chair : 0.5019 0.6939 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] sofa : 0.1705 0.2115 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] table : 0.3003 0.4716 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] door : 0.1062 0.1209 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] window : 0.2096 0.2556 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] bookshelf : 0.0831 0.0919 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] picture : 0.2138 0.3701 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] counter : 0.0280 0.0315 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] desk : 0.0095 0.0100 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] curtain : 0.1342 0.1483 +[2025-03-27 17:15:20,187 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:15:20,188 INFO hook.py line 689 8122] shower curtain : 0.1444 0.1787 +[2025-03-27 17:15:20,188 INFO hook.py line 689 8122] toilet : 0.3352 0.5461 +[2025-03-27 17:15:20,188 INFO hook.py line 689 8122] sink : 0.3211 0.4441 +[2025-03-27 17:15:20,188 INFO hook.py line 689 8122] bathtub : 0.1149 0.1444 +[2025-03-27 17:15:20,188 INFO hook.py line 689 8122] otherfurniture : 0.1199 0.1428 +[2025-03-27 17:15:20,188 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:15:20,188 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3009/0.6605. +[2025-03-27 17:15:20,188 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:15:20,214 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:15:20,215 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:15:37,432 INFO hook.py line 566 8122] Train: [72/100][50/300] Data 0.002 (0.005) Batch 0.118 (0.246) Remain 00:35:30 loss: 1.8648 Lr: 1.05489e-03 +[2025-03-27 17:15:48,761 INFO hook.py line 566 8122] Train: [72/100][100/300] Data 0.001 (0.049) Batch 0.105 (0.236) Remain 00:33:50 loss: 2.1727 Lr: 1.04367e-03 +[2025-03-27 17:16:00,186 INFO hook.py line 566 8122] Train: [72/100][150/300] Data 0.001 (0.061) Batch 0.122 (0.234) Remain 00:33:16 loss: 2.4547 Lr: 1.03249e-03 +[2025-03-27 17:16:11,730 INFO hook.py line 566 8122] Train: [72/100][200/300] Data 0.002 (0.060) Batch 0.111 (0.233) Remain 00:32:59 loss: 1.9750 Lr: 1.02136e-03 +[2025-03-27 17:16:23,073 INFO hook.py line 566 8122] Train: [72/100][250/300] Data 0.005 (0.049) Batch 0.175 (0.232) Remain 00:32:37 loss: 2.0330 Lr: 1.01028e-03 +[2025-03-27 17:16:31,231 INFO hook.py line 566 8122] Train: [72/100][300/300] Data 0.001 (0.041) Batch 0.070 (0.220) Remain 00:30:48 loss: 1.8540 Lr: 9.99239e-04 +[2025-03-27 17:16:31,232 INFO misc.py line 135 8122] Train result: loss: 2.0834 +[2025-03-27 17:16:31,266 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:16:45,052 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8367 +[2025-03-27 17:16:45,097 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5729 +[2025-03-27 17:16:45,132 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6917 +[2025-03-27 17:16:45,187 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2390 +[2025-03-27 17:16:45,227 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7215 +[2025-03-27 17:16:45,285 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8200 +[2025-03-27 17:16:45,333 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6492 +[2025-03-27 17:16:45,360 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0866 +[2025-03-27 17:16:45,402 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4244 +[2025-03-27 17:16:45,435 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3546 +[2025-03-27 17:16:45,478 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6643 +[2025-03-27 17:16:45,507 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4691 +[2025-03-27 17:16:45,550 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5553 +[2025-03-27 17:16:45,587 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1311 +[2025-03-27 17:16:45,622 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1445 +[2025-03-27 17:16:45,663 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1457 +[2025-03-27 17:16:45,698 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4087 +[2025-03-27 17:16:45,730 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9124 +[2025-03-27 17:16:45,775 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5788 +[2025-03-27 17:16:45,809 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4686 +[2025-03-27 17:16:45,844 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9986 +[2025-03-27 17:16:45,881 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9978 +[2025-03-27 17:16:45,908 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8636 +[2025-03-27 17:16:45,948 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6320 +[2025-03-27 17:16:45,986 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0086 +[2025-03-27 17:16:46,021 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4876 +[2025-03-27 17:16:46,068 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0236 +[2025-03-27 17:16:46,099 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2906 +[2025-03-27 17:16:46,138 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0955 +[2025-03-27 17:16:46,188 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5374 +[2025-03-27 17:16:46,246 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5255 +[2025-03-27 17:16:46,279 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2340 +[2025-03-27 17:16:46,327 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1337 +[2025-03-27 17:16:46,361 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7493 +[2025-03-27 17:16:46,394 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2041 +[2025-03-27 17:16:46,429 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6736 +[2025-03-27 17:16:46,464 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5264 +[2025-03-27 17:16:46,494 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2215 +[2025-03-27 17:16:46,551 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0496 +[2025-03-27 17:16:46,594 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1116 +[2025-03-27 17:16:46,634 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6305 +[2025-03-27 17:16:46,657 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3208 +[2025-03-27 17:16:46,687 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7883 +[2025-03-27 17:16:46,741 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3733 +[2025-03-27 17:16:46,772 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1554 +[2025-03-27 17:16:46,812 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7973 +[2025-03-27 17:16:46,847 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9066 +[2025-03-27 17:16:46,878 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9010 +[2025-03-27 17:16:46,907 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3757 +[2025-03-27 17:16:46,934 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7256 +[2025-03-27 17:16:46,959 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1515 +[2025-03-27 17:16:46,991 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9577 +[2025-03-27 17:16:47,014 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1847 +[2025-03-27 17:16:47,044 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3070 +[2025-03-27 17:16:47,076 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9141 +[2025-03-27 17:16:47,111 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1401 +[2025-03-27 17:16:47,145 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8156 +[2025-03-27 17:16:47,167 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7931 +[2025-03-27 17:16:47,204 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4575 +[2025-03-27 17:16:47,234 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5751 +[2025-03-27 17:16:47,256 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5656 +[2025-03-27 17:16:47,287 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6237 +[2025-03-27 17:16:47,320 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6688 +[2025-03-27 17:16:47,371 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9723 +[2025-03-27 17:16:47,397 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2406 +[2025-03-27 17:16:47,433 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8432 +[2025-03-27 17:16:47,469 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5787 +[2025-03-27 17:16:47,498 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7134 +[2025-03-27 17:16:47,524 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7566 +[2025-03-27 17:16:47,575 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6507 +[2025-03-27 17:16:47,612 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9766 +[2025-03-27 17:16:47,659 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1269 +[2025-03-27 17:16:47,705 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2668 +[2025-03-27 17:16:47,741 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2953 +[2025-03-27 17:16:47,786 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2260 +[2025-03-27 17:16:47,810 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4999 +[2025-03-27 17:16:47,862 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3431 +[2025-03-27 17:16:47,887 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3407 +[2025-03-27 17:16:49,083 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:16:49,083 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:16:49,083 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:16:49,083 INFO hook.py line 689 8122] wall : 0.5993 0.9204 +[2025-03-27 17:16:49,083 INFO hook.py line 689 8122] floor : 0.7694 0.9544 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] cabinet : 0.0829 0.0977 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] bed : 0.1407 0.1741 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] chair : 0.5013 0.6998 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] sofa : 0.1716 0.2144 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] table : 0.2999 0.4743 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] door : 0.1096 0.1253 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] window : 0.2100 0.2560 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] bookshelf : 0.0778 0.0852 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] picture : 0.2129 0.3688 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] counter : 0.0260 0.0290 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] desk : 0.0093 0.0097 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] curtain : 0.1361 0.1503 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] shower curtain : 0.1436 0.1775 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] toilet : 0.3369 0.5347 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] sink : 0.3190 0.4522 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] bathtub : 0.1155 0.1449 +[2025-03-27 17:16:49,084 INFO hook.py line 689 8122] otherfurniture : 0.1187 0.1410 +[2025-03-27 17:16:49,084 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:16:49,084 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2190/0.3005/0.6607. +[2025-03-27 17:16:49,085 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:16:49,113 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:16:49,113 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:17:06,268 INFO hook.py line 566 8122] Train: [73/100][50/300] Data 0.783 (0.047) Batch 0.938 (0.228) Remain 00:31:43 loss: 2.0903 Lr: 9.88245e-04 +[2025-03-27 17:17:19,317 INFO hook.py line 566 8122] Train: [73/100][100/300] Data 0.001 (0.087) Batch 0.111 (0.245) Remain 00:33:53 loss: 2.1725 Lr: 9.77297e-04 +[2025-03-27 17:17:29,382 INFO hook.py line 566 8122] Train: [73/100][150/300] Data 0.002 (0.072) Batch 0.204 (0.230) Remain 00:31:38 loss: 1.9694 Lr: 9.66394e-04 +[2025-03-27 17:17:40,611 INFO hook.py line 566 8122] Train: [73/100][200/300] Data 0.007 (0.056) Batch 0.187 (0.229) Remain 00:31:15 loss: 2.2770 Lr: 9.55539e-04 +[2025-03-27 17:17:52,329 INFO hook.py line 566 8122] Train: [73/100][250/300] Data 0.002 (0.053) Batch 0.225 (0.230) Remain 00:31:13 loss: 1.9894 Lr: 9.44730e-04 +[2025-03-27 17:18:01,328 INFO hook.py line 566 8122] Train: [73/100][300/300] Data 0.001 (0.053) Batch 0.073 (0.221) Remain 00:29:53 loss: 2.0245 Lr: 9.33969e-04 +[2025-03-27 17:18:01,328 INFO misc.py line 135 8122] Train result: loss: 2.0836 +[2025-03-27 17:18:01,366 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:18:15,479 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8366 +[2025-03-27 17:18:15,519 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5776 +[2025-03-27 17:18:15,550 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6882 +[2025-03-27 17:18:15,597 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2399 +[2025-03-27 17:18:15,630 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7290 +[2025-03-27 17:18:15,678 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8188 +[2025-03-27 17:18:15,725 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6517 +[2025-03-27 17:18:15,751 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0890 +[2025-03-27 17:18:15,790 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4271 +[2025-03-27 17:18:15,822 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3625 +[2025-03-27 17:18:15,867 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6628 +[2025-03-27 17:18:15,896 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4687 +[2025-03-27 17:18:15,939 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5527 +[2025-03-27 17:18:15,973 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1135 +[2025-03-27 17:18:16,007 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1366 +[2025-03-27 17:18:16,054 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1515 +[2025-03-27 17:18:16,093 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4132 +[2025-03-27 17:18:16,124 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9112 +[2025-03-27 17:18:16,163 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5828 +[2025-03-27 17:18:16,196 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4692 +[2025-03-27 17:18:16,229 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0018 +[2025-03-27 17:18:16,265 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9973 +[2025-03-27 17:18:16,293 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8650 +[2025-03-27 17:18:16,333 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6310 +[2025-03-27 17:18:16,370 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0109 +[2025-03-27 17:18:16,405 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4864 +[2025-03-27 17:18:16,452 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0254 +[2025-03-27 17:18:16,484 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2725 +[2025-03-27 17:18:16,511 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0991 +[2025-03-27 17:18:16,566 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5384 +[2025-03-27 17:18:16,620 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5237 +[2025-03-27 17:18:16,652 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2118 +[2025-03-27 17:18:16,700 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1295 +[2025-03-27 17:18:16,736 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7528 +[2025-03-27 17:18:16,768 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2009 +[2025-03-27 17:18:16,805 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6796 +[2025-03-27 17:18:16,841 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5319 +[2025-03-27 17:18:16,876 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2278 +[2025-03-27 17:18:16,933 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0523 +[2025-03-27 17:18:16,978 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1123 +[2025-03-27 17:18:17,017 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6345 +[2025-03-27 17:18:17,042 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3110 +[2025-03-27 17:18:17,078 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7962 +[2025-03-27 17:18:17,130 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3754 +[2025-03-27 17:18:17,166 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1544 +[2025-03-27 17:18:17,212 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7865 +[2025-03-27 17:18:17,246 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9081 +[2025-03-27 17:18:17,276 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8900 +[2025-03-27 17:18:17,304 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3570 +[2025-03-27 17:18:17,333 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7268 +[2025-03-27 17:18:17,359 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1465 +[2025-03-27 17:18:17,389 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9646 +[2025-03-27 17:18:17,411 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1850 +[2025-03-27 17:18:17,441 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3070 +[2025-03-27 17:18:17,473 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9179 +[2025-03-27 17:18:17,509 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1405 +[2025-03-27 17:18:17,537 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8175 +[2025-03-27 17:18:17,560 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7991 +[2025-03-27 17:18:17,595 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4611 +[2025-03-27 17:18:17,625 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5699 +[2025-03-27 17:18:17,646 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5380 +[2025-03-27 17:18:17,676 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6240 +[2025-03-27 17:18:17,709 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6699 +[2025-03-27 17:18:17,760 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9622 +[2025-03-27 17:18:17,784 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2406 +[2025-03-27 17:18:17,820 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8439 +[2025-03-27 17:18:17,862 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5723 +[2025-03-27 17:18:17,897 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7184 +[2025-03-27 17:18:17,922 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7579 +[2025-03-27 17:18:17,973 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6520 +[2025-03-27 17:18:18,012 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9618 +[2025-03-27 17:18:18,059 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1328 +[2025-03-27 17:18:18,105 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2679 +[2025-03-27 17:18:18,144 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2973 +[2025-03-27 17:18:18,189 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2318 +[2025-03-27 17:18:18,214 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4985 +[2025-03-27 17:18:18,266 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3413 +[2025-03-27 17:18:18,290 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3436 +[2025-03-27 17:18:19,401 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:18:19,402 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:18:19,402 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] wall : 0.5993 0.9202 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] floor : 0.7698 0.9540 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] cabinet : 0.0816 0.0959 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] bed : 0.1403 0.1729 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] chair : 0.5013 0.6976 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] sofa : 0.1743 0.2194 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] table : 0.3002 0.4751 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] door : 0.1091 0.1247 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] window : 0.2118 0.2604 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] bookshelf : 0.0858 0.0954 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] picture : 0.2139 0.3694 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] counter : 0.0261 0.0291 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] desk : 0.0089 0.0092 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] curtain : 0.1380 0.1528 +[2025-03-27 17:18:19,402 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:18:19,403 INFO hook.py line 689 8122] shower curtain : 0.1467 0.1826 +[2025-03-27 17:18:19,403 INFO hook.py line 689 8122] toilet : 0.3338 0.5416 +[2025-03-27 17:18:19,403 INFO hook.py line 689 8122] sink : 0.3183 0.4465 +[2025-03-27 17:18:19,403 INFO hook.py line 689 8122] bathtub : 0.1158 0.1461 +[2025-03-27 17:18:19,403 INFO hook.py line 689 8122] otherfurniture : 0.1182 0.1398 +[2025-03-27 17:18:19,403 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:18:19,403 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2197/0.3017/0.6609. +[2025-03-27 17:18:19,403 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:18:19,426 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:18:19,427 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:18:36,573 INFO hook.py line 566 8122] Train: [74/100][50/300] Data 0.007 (0.035) Batch 0.153 (0.253) Remain 00:33:58 loss: 2.1159 Lr: 9.23255e-04 +[2025-03-27 17:18:46,739 INFO hook.py line 566 8122] Train: [74/100][100/300] Data 0.005 (0.019) Batch 0.216 (0.227) Remain 00:30:19 loss: 2.2787 Lr: 9.12589e-04 +[2025-03-27 17:18:58,833 INFO hook.py line 566 8122] Train: [74/100][150/300] Data 0.002 (0.014) Batch 0.136 (0.232) Remain 00:30:47 loss: 2.1449 Lr: 9.01971e-04 +[2025-03-27 17:19:11,137 INFO hook.py line 566 8122] Train: [74/100][200/300] Data 0.001 (0.014) Batch 0.098 (0.236) Remain 00:31:03 loss: 2.1232 Lr: 8.91402e-04 +[2025-03-27 17:19:23,027 INFO hook.py line 566 8122] Train: [74/100][250/300] Data 0.003 (0.016) Batch 0.103 (0.236) Remain 00:30:54 loss: 2.0956 Lr: 8.80882e-04 +[2025-03-27 17:19:30,966 INFO hook.py line 566 8122] Train: [74/100][300/300] Data 0.001 (0.014) Batch 0.075 (0.223) Remain 00:29:00 loss: 2.1279 Lr: 8.70411e-04 +[2025-03-27 17:19:30,967 INFO misc.py line 135 8122] Train result: loss: 2.0745 +[2025-03-27 17:19:30,996 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:19:44,927 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8395 +[2025-03-27 17:19:44,978 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5791 +[2025-03-27 17:19:45,012 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6884 +[2025-03-27 17:19:45,055 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2366 +[2025-03-27 17:19:45,085 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7302 +[2025-03-27 17:19:45,135 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8205 +[2025-03-27 17:19:45,188 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6517 +[2025-03-27 17:19:45,217 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0880 +[2025-03-27 17:19:45,400 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4301 +[2025-03-27 17:19:45,432 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3650 +[2025-03-27 17:19:45,482 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6535 +[2025-03-27 17:19:45,511 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4672 +[2025-03-27 17:19:45,555 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5616 +[2025-03-27 17:19:45,591 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1157 +[2025-03-27 17:19:45,624 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1372 +[2025-03-27 17:19:45,668 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1461 +[2025-03-27 17:19:45,703 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4116 +[2025-03-27 17:19:45,733 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9089 +[2025-03-27 17:19:45,773 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5857 +[2025-03-27 17:19:45,804 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4687 +[2025-03-27 17:19:45,837 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0032 +[2025-03-27 17:19:45,874 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9968 +[2025-03-27 17:19:45,901 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8663 +[2025-03-27 17:19:45,946 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6328 +[2025-03-27 17:19:45,983 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0130 +[2025-03-27 17:19:46,024 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4855 +[2025-03-27 17:19:46,071 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0265 +[2025-03-27 17:19:46,102 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2710 +[2025-03-27 17:19:46,129 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0955 +[2025-03-27 17:19:46,179 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5464 +[2025-03-27 17:19:46,233 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5291 +[2025-03-27 17:19:46,267 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2048 +[2025-03-27 17:19:46,314 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1292 +[2025-03-27 17:19:46,347 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7566 +[2025-03-27 17:19:46,383 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2083 +[2025-03-27 17:19:46,425 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6719 +[2025-03-27 17:19:46,458 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5419 +[2025-03-27 17:19:46,487 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2272 +[2025-03-27 17:19:46,546 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0584 +[2025-03-27 17:19:46,590 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1142 +[2025-03-27 17:19:46,630 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6300 +[2025-03-27 17:19:46,663 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3118 +[2025-03-27 17:19:46,696 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7916 +[2025-03-27 17:19:46,750 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3758 +[2025-03-27 17:19:46,779 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1536 +[2025-03-27 17:19:46,820 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7955 +[2025-03-27 17:19:46,854 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9158 +[2025-03-27 17:19:46,883 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8964 +[2025-03-27 17:19:46,910 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3534 +[2025-03-27 17:19:46,937 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7313 +[2025-03-27 17:19:46,962 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1528 +[2025-03-27 17:19:46,993 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9616 +[2025-03-27 17:19:47,016 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1857 +[2025-03-27 17:19:47,046 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3053 +[2025-03-27 17:19:47,078 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9110 +[2025-03-27 17:19:47,114 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1408 +[2025-03-27 17:19:47,142 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8149 +[2025-03-27 17:19:47,165 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7978 +[2025-03-27 17:19:47,201 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4625 +[2025-03-27 17:19:47,231 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5681 +[2025-03-27 17:19:47,252 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5381 +[2025-03-27 17:19:47,282 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6256 +[2025-03-27 17:19:47,314 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6680 +[2025-03-27 17:19:47,366 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9678 +[2025-03-27 17:19:47,390 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2446 +[2025-03-27 17:19:47,426 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8421 +[2025-03-27 17:19:47,461 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5664 +[2025-03-27 17:19:47,490 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7218 +[2025-03-27 17:19:47,515 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7594 +[2025-03-27 17:19:47,566 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6537 +[2025-03-27 17:19:47,605 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9597 +[2025-03-27 17:19:47,652 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1327 +[2025-03-27 17:19:47,697 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2723 +[2025-03-27 17:19:47,734 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2840 +[2025-03-27 17:19:47,779 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2280 +[2025-03-27 17:19:47,805 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5071 +[2025-03-27 17:19:47,856 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3425 +[2025-03-27 17:19:47,880 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3381 +[2025-03-27 17:19:49,047 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:19:49,047 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:19:49,048 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] wall : 0.5987 0.9212 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] floor : 0.7707 0.9538 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] cabinet : 0.0798 0.0929 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] bed : 0.1415 0.1756 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] chair : 0.5014 0.7017 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] sofa : 0.1725 0.2157 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] table : 0.3008 0.4759 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] door : 0.1048 0.1187 +[2025-03-27 17:19:49,048 INFO hook.py line 689 8122] window : 0.2088 0.2543 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] bookshelf : 0.0874 0.0974 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] picture : 0.2137 0.3710 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] counter : 0.0258 0.0287 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] desk : 0.0090 0.0094 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] curtain : 0.1336 0.1473 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] shower curtain : 0.1460 0.1811 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] toilet : 0.3378 0.5362 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] sink : 0.3214 0.4489 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] bathtub : 0.1142 0.1433 +[2025-03-27 17:19:49,049 INFO hook.py line 689 8122] otherfurniture : 0.1190 0.1412 +[2025-03-27 17:19:49,050 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:19:49,050 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3007/0.6609. +[2025-03-27 17:19:49,051 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:19:49,074 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:19:49,075 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:20:06,007 INFO hook.py line 566 8122] Train: [75/100][50/300] Data 0.553 (0.042) Batch 0.671 (0.224) Remain 00:28:53 loss: 2.2338 Lr: 8.59989e-04 +[2025-03-27 17:20:17,547 INFO hook.py line 566 8122] Train: [75/100][100/300] Data 0.005 (0.033) Batch 0.140 (0.227) Remain 00:29:10 loss: 2.0609 Lr: 8.49617e-04 +[2025-03-27 17:20:30,228 INFO hook.py line 566 8122] Train: [75/100][150/300] Data 0.002 (0.057) Batch 0.108 (0.236) Remain 00:30:07 loss: 2.1696 Lr: 8.39296e-04 +[2025-03-27 17:20:40,936 INFO hook.py line 566 8122] Train: [75/100][200/300] Data 0.010 (0.060) Batch 0.162 (0.231) Remain 00:29:12 loss: 1.9470 Lr: 8.29230e-04 +[2025-03-27 17:20:53,614 INFO hook.py line 566 8122] Train: [75/100][250/300] Data 0.002 (0.072) Batch 0.122 (0.235) Remain 00:29:36 loss: 2.1850 Lr: 8.19008e-04 +[2025-03-27 17:21:01,536 INFO hook.py line 566 8122] Train: [75/100][300/300] Data 0.000 (0.070) Batch 0.072 (0.222) Remain 00:27:47 loss: 2.1402 Lr: 8.08838e-04 +[2025-03-27 17:21:01,537 INFO misc.py line 135 8122] Train result: loss: 2.0920 +[2025-03-27 17:21:01,572 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:21:15,450 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8381 +[2025-03-27 17:21:15,606 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5835 +[2025-03-27 17:21:15,821 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6913 +[2025-03-27 17:21:15,870 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2402 +[2025-03-27 17:21:15,903 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7261 +[2025-03-27 17:21:15,951 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8169 +[2025-03-27 17:21:16,006 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6534 +[2025-03-27 17:21:16,046 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0906 +[2025-03-27 17:21:16,094 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4263 +[2025-03-27 17:21:16,125 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3581 +[2025-03-27 17:21:16,172 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6607 +[2025-03-27 17:21:16,203 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4727 +[2025-03-27 17:21:16,247 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5710 +[2025-03-27 17:21:16,283 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1242 +[2025-03-27 17:21:16,317 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1371 +[2025-03-27 17:21:16,358 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1531 +[2025-03-27 17:21:16,397 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4111 +[2025-03-27 17:21:16,427 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9052 +[2025-03-27 17:21:16,467 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5834 +[2025-03-27 17:21:16,499 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4754 +[2025-03-27 17:21:16,532 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0029 +[2025-03-27 17:21:16,569 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0039 +[2025-03-27 17:21:16,607 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8668 +[2025-03-27 17:21:16,647 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6300 +[2025-03-27 17:21:16,684 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0054 +[2025-03-27 17:21:16,721 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4852 +[2025-03-27 17:21:16,767 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0291 +[2025-03-27 17:21:16,799 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2796 +[2025-03-27 17:21:16,831 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0993 +[2025-03-27 17:21:16,882 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5406 +[2025-03-27 17:21:16,936 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5257 +[2025-03-27 17:21:16,970 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2178 +[2025-03-27 17:21:17,018 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1292 +[2025-03-27 17:21:17,053 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7496 +[2025-03-27 17:21:17,086 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2041 +[2025-03-27 17:21:17,122 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6774 +[2025-03-27 17:21:17,155 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5340 +[2025-03-27 17:21:17,183 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2261 +[2025-03-27 17:21:17,240 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0517 +[2025-03-27 17:21:17,291 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1166 +[2025-03-27 17:21:17,330 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6314 +[2025-03-27 17:21:17,355 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3356 +[2025-03-27 17:21:17,387 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7905 +[2025-03-27 17:21:17,439 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3750 +[2025-03-27 17:21:17,474 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1529 +[2025-03-27 17:21:17,516 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7913 +[2025-03-27 17:21:17,551 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9110 +[2025-03-27 17:21:17,580 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8982 +[2025-03-27 17:21:17,608 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3592 +[2025-03-27 17:21:17,635 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7259 +[2025-03-27 17:21:17,660 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1382 +[2025-03-27 17:21:17,690 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9603 +[2025-03-27 17:21:17,712 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1828 +[2025-03-27 17:21:17,741 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2959 +[2025-03-27 17:21:17,774 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9155 +[2025-03-27 17:21:17,810 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1386 +[2025-03-27 17:21:17,839 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8194 +[2025-03-27 17:21:17,861 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7990 +[2025-03-27 17:21:17,896 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4619 +[2025-03-27 17:21:17,926 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5681 +[2025-03-27 17:21:17,947 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5491 +[2025-03-27 17:21:17,976 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6251 +[2025-03-27 17:21:18,008 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6696 +[2025-03-27 17:21:18,059 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9717 +[2025-03-27 17:21:18,089 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2254 +[2025-03-27 17:21:18,126 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8466 +[2025-03-27 17:21:18,160 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5708 +[2025-03-27 17:21:18,190 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7139 +[2025-03-27 17:21:18,215 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7608 +[2025-03-27 17:21:18,266 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6508 +[2025-03-27 17:21:18,304 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9694 +[2025-03-27 17:21:18,351 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1329 +[2025-03-27 17:21:18,397 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2705 +[2025-03-27 17:21:18,433 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2898 +[2025-03-27 17:21:18,479 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2320 +[2025-03-27 17:21:18,503 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5024 +[2025-03-27 17:21:18,555 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3400 +[2025-03-27 17:21:18,579 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3425 +[2025-03-27 17:21:19,786 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:21:19,787 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:21:19,788 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] wall : 0.5998 0.9200 +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] floor : 0.7702 0.9538 +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] cabinet : 0.0804 0.0935 +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] bed : 0.1437 0.1800 +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] chair : 0.5017 0.6998 +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] sofa : 0.1707 0.2124 +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] table : 0.3009 0.4758 +[2025-03-27 17:21:19,788 INFO hook.py line 689 8122] door : 0.1081 0.1232 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] window : 0.2111 0.2586 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] bookshelf : 0.0851 0.0946 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] picture : 0.2138 0.3675 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] counter : 0.0272 0.0306 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] desk : 0.0094 0.0099 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] curtain : 0.1416 0.1578 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] refridgerator : 0.0005 0.0005 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] shower curtain : 0.1453 0.1801 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] toilet : 0.3378 0.5382 +[2025-03-27 17:21:19,789 INFO hook.py line 689 8122] sink : 0.3189 0.4506 +[2025-03-27 17:21:19,790 INFO hook.py line 689 8122] bathtub : 0.1163 0.1459 +[2025-03-27 17:21:19,790 INFO hook.py line 689 8122] otherfurniture : 0.1217 0.1464 +[2025-03-27 17:21:19,790 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:21:19,790 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2202/0.3020/0.6611. +[2025-03-27 17:21:19,791 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:21:19,814 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:21:19,815 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:21:38,007 INFO hook.py line 566 8122] Train: [76/100][50/300] Data 0.003 (0.002) Batch 0.116 (0.234) Remain 00:29:06 loss: 2.1513 Lr: 7.98719e-04 +[2025-03-27 17:21:48,124 INFO hook.py line 566 8122] Train: [76/100][100/300] Data 0.006 (0.003) Batch 0.163 (0.218) Remain 00:26:52 loss: 2.0290 Lr: 7.88652e-04 +[2025-03-27 17:21:59,511 INFO hook.py line 566 8122] Train: [76/100][150/300] Data 0.006 (0.004) Batch 0.206 (0.221) Remain 00:27:05 loss: 2.1346 Lr: 7.78636e-04 +[2025-03-27 17:22:11,770 INFO hook.py line 566 8122] Train: [76/100][200/300] Data 0.003 (0.016) Batch 0.123 (0.227) Remain 00:27:39 loss: 2.1321 Lr: 7.68673e-04 +[2025-03-27 17:22:24,004 INFO hook.py line 566 8122] Train: [76/100][250/300] Data 0.002 (0.035) Batch 0.096 (0.231) Remain 00:27:53 loss: 2.1699 Lr: 7.58763e-04 +[2025-03-27 17:22:32,008 INFO hook.py line 566 8122] Train: [76/100][300/300] Data 0.000 (0.040) Batch 0.070 (0.219) Remain 00:26:16 loss: 2.0950 Lr: 7.48906e-04 +[2025-03-27 17:22:32,009 INFO misc.py line 135 8122] Train result: loss: 2.0844 +[2025-03-27 17:22:32,059 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:22:45,532 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8434 +[2025-03-27 17:22:45,873 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5858 +[2025-03-27 17:22:45,912 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6904 +[2025-03-27 17:22:45,964 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2423 +[2025-03-27 17:22:46,003 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7304 +[2025-03-27 17:22:46,052 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8227 +[2025-03-27 17:22:46,103 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6539 +[2025-03-27 17:22:46,130 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0907 +[2025-03-27 17:22:46,174 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4262 +[2025-03-27 17:22:46,330 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3731 +[2025-03-27 17:22:46,373 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6610 +[2025-03-27 17:22:46,402 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4710 +[2025-03-27 17:22:46,446 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5669 +[2025-03-27 17:22:46,483 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1226 +[2025-03-27 17:22:46,633 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1328 +[2025-03-27 17:22:46,674 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1463 +[2025-03-27 17:22:46,720 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4145 +[2025-03-27 17:22:46,752 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9057 +[2025-03-27 17:22:46,793 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5844 +[2025-03-27 17:22:46,826 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4699 +[2025-03-27 17:22:46,859 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0029 +[2025-03-27 17:22:46,899 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0014 +[2025-03-27 17:22:46,929 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8566 +[2025-03-27 17:22:46,973 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6334 +[2025-03-27 17:22:47,010 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0177 +[2025-03-27 17:22:47,051 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4874 +[2025-03-27 17:22:47,097 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0222 +[2025-03-27 17:22:47,128 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2778 +[2025-03-27 17:22:47,153 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0947 +[2025-03-27 17:22:47,203 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5440 +[2025-03-27 17:22:47,257 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5183 +[2025-03-27 17:22:47,291 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2164 +[2025-03-27 17:22:47,339 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1331 +[2025-03-27 17:22:47,373 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7581 +[2025-03-27 17:22:47,407 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2050 +[2025-03-27 17:22:47,449 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6760 +[2025-03-27 17:22:47,486 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5374 +[2025-03-27 17:22:47,517 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2269 +[2025-03-27 17:22:47,574 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0567 +[2025-03-27 17:22:47,616 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1128 +[2025-03-27 17:22:47,654 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6358 +[2025-03-27 17:22:47,680 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3215 +[2025-03-27 17:22:47,712 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7961 +[2025-03-27 17:22:47,766 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3787 +[2025-03-27 17:22:47,797 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1614 +[2025-03-27 17:22:47,840 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8011 +[2025-03-27 17:22:47,874 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9160 +[2025-03-27 17:22:47,903 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8949 +[2025-03-27 17:22:47,930 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3622 +[2025-03-27 17:22:47,957 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7313 +[2025-03-27 17:22:47,982 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1473 +[2025-03-27 17:22:48,011 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9575 +[2025-03-27 17:22:48,034 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1865 +[2025-03-27 17:22:48,064 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2996 +[2025-03-27 17:22:48,097 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9149 +[2025-03-27 17:22:48,133 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1396 +[2025-03-27 17:22:48,161 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8197 +[2025-03-27 17:22:48,184 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8099 +[2025-03-27 17:22:48,220 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4639 +[2025-03-27 17:22:48,250 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5712 +[2025-03-27 17:22:48,272 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5452 +[2025-03-27 17:22:48,302 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6266 +[2025-03-27 17:22:48,335 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6713 +[2025-03-27 17:22:48,386 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9705 +[2025-03-27 17:22:48,411 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2322 +[2025-03-27 17:22:48,447 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8513 +[2025-03-27 17:22:48,482 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5691 +[2025-03-27 17:22:48,516 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7200 +[2025-03-27 17:22:48,547 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7571 +[2025-03-27 17:22:48,599 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6549 +[2025-03-27 17:22:48,637 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9700 +[2025-03-27 17:22:48,684 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1331 +[2025-03-27 17:22:48,730 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2696 +[2025-03-27 17:22:48,767 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2834 +[2025-03-27 17:22:48,812 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2319 +[2025-03-27 17:22:48,837 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5020 +[2025-03-27 17:22:48,889 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3398 +[2025-03-27 17:22:48,913 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3412 +[2025-03-27 17:22:50,081 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:22:50,081 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:22:50,081 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:22:50,081 INFO hook.py line 689 8122] wall : 0.5993 0.9202 +[2025-03-27 17:22:50,081 INFO hook.py line 689 8122] floor : 0.7701 0.9538 +[2025-03-27 17:22:50,081 INFO hook.py line 689 8122] cabinet : 0.0809 0.0940 +[2025-03-27 17:22:50,081 INFO hook.py line 689 8122] bed : 0.1438 0.1809 +[2025-03-27 17:22:50,081 INFO hook.py line 689 8122] chair : 0.5008 0.7035 +[2025-03-27 17:22:50,081 INFO hook.py line 689 8122] sofa : 0.1717 0.2144 +[2025-03-27 17:22:50,081 INFO hook.py line 689 8122] table : 0.3004 0.4730 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] door : 0.1044 0.1180 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] window : 0.2101 0.2564 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] bookshelf : 0.0850 0.0944 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] picture : 0.2134 0.3735 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] counter : 0.0257 0.0286 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] desk : 0.0095 0.0100 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] curtain : 0.1396 0.1551 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] shower curtain : 0.1458 0.1809 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] toilet : 0.3384 0.5361 +[2025-03-27 17:22:50,082 INFO hook.py line 689 8122] sink : 0.3203 0.4502 +[2025-03-27 17:22:50,083 INFO hook.py line 689 8122] bathtub : 0.1146 0.1427 +[2025-03-27 17:22:50,083 INFO hook.py line 689 8122] otherfurniture : 0.1195 0.1422 +[2025-03-27 17:22:50,083 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:22:50,083 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2197/0.3014/0.6609. +[2025-03-27 17:22:50,084 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:22:50,107 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:22:50,107 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:23:07,466 INFO hook.py line 566 8122] Train: [77/100][50/300] Data 0.003 (0.034) Batch 0.127 (0.261) Remain 00:31:07 loss: 2.3111 Lr: 7.39101e-04 +[2025-03-27 17:23:18,952 INFO hook.py line 566 8122] Train: [77/100][100/300] Data 0.004 (0.049) Batch 0.158 (0.245) Remain 00:28:59 loss: 2.2288 Lr: 7.29351e-04 +[2025-03-27 17:23:31,133 INFO hook.py line 566 8122] Train: [77/100][150/300] Data 0.002 (0.055) Batch 0.275 (0.245) Remain 00:28:43 loss: 1.8998 Lr: 7.19654e-04 +[2025-03-27 17:23:42,153 INFO hook.py line 566 8122] Train: [77/100][200/300] Data 0.002 (0.042) Batch 0.123 (0.238) Remain 00:27:48 loss: 1.9069 Lr: 7.10011e-04 +[2025-03-27 17:23:54,007 INFO hook.py line 566 8122] Train: [77/100][250/300] Data 0.006 (0.035) Batch 0.211 (0.238) Remain 00:27:34 loss: 1.9983 Lr: 7.00422e-04 +[2025-03-27 17:24:01,741 INFO hook.py line 566 8122] Train: [77/100][300/300] Data 0.000 (0.029) Batch 0.080 (0.224) Remain 00:25:46 loss: 2.2751 Lr: 6.90888e-04 +[2025-03-27 17:24:01,741 INFO misc.py line 135 8122] Train result: loss: 2.0576 +[2025-03-27 17:24:01,779 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:24:15,806 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8374 +[2025-03-27 17:24:15,865 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5759 +[2025-03-27 17:24:15,902 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6856 +[2025-03-27 17:24:15,955 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2405 +[2025-03-27 17:24:15,994 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7291 +[2025-03-27 17:24:16,042 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8171 +[2025-03-27 17:24:16,091 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6502 +[2025-03-27 17:24:16,123 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0901 +[2025-03-27 17:24:16,167 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4304 +[2025-03-27 17:24:16,197 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3645 +[2025-03-27 17:24:16,239 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6591 +[2025-03-27 17:24:16,269 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4684 +[2025-03-27 17:24:16,313 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5536 +[2025-03-27 17:24:16,349 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1117 +[2025-03-27 17:24:16,382 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1371 +[2025-03-27 17:24:16,430 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1514 +[2025-03-27 17:24:16,467 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4203 +[2025-03-27 17:24:16,497 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9064 +[2025-03-27 17:24:16,540 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5830 +[2025-03-27 17:24:16,576 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4824 +[2025-03-27 17:24:16,608 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0073 +[2025-03-27 17:24:16,651 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9998 +[2025-03-27 17:24:16,677 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8618 +[2025-03-27 17:24:16,717 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6349 +[2025-03-27 17:24:16,760 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0141 +[2025-03-27 17:24:16,805 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4893 +[2025-03-27 17:24:16,852 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0257 +[2025-03-27 17:24:16,886 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2747 +[2025-03-27 17:24:16,916 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1009 +[2025-03-27 17:24:16,967 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5466 +[2025-03-27 17:24:17,021 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5238 +[2025-03-27 17:24:17,056 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2154 +[2025-03-27 17:24:17,104 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1373 +[2025-03-27 17:24:17,139 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7577 +[2025-03-27 17:24:17,173 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2107 +[2025-03-27 17:24:17,215 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6742 +[2025-03-27 17:24:17,251 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5392 +[2025-03-27 17:24:17,284 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2294 +[2025-03-27 17:24:17,341 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0564 +[2025-03-27 17:24:17,386 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1169 +[2025-03-27 17:24:17,428 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6307 +[2025-03-27 17:24:17,459 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3151 +[2025-03-27 17:24:17,497 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7955 +[2025-03-27 17:24:17,548 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3754 +[2025-03-27 17:24:17,584 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1606 +[2025-03-27 17:24:17,633 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8008 +[2025-03-27 17:24:17,668 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9094 +[2025-03-27 17:24:17,697 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8938 +[2025-03-27 17:24:17,725 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3568 +[2025-03-27 17:24:17,753 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7286 +[2025-03-27 17:24:17,779 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1514 +[2025-03-27 17:24:17,808 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9630 +[2025-03-27 17:24:17,832 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1903 +[2025-03-27 17:24:17,864 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2981 +[2025-03-27 17:24:17,899 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9198 +[2025-03-27 17:24:17,935 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1454 +[2025-03-27 17:24:17,965 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8157 +[2025-03-27 17:24:17,990 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8048 +[2025-03-27 17:24:18,024 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4595 +[2025-03-27 17:24:18,056 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5784 +[2025-03-27 17:24:18,079 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5413 +[2025-03-27 17:24:18,110 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6285 +[2025-03-27 17:24:18,142 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6728 +[2025-03-27 17:24:18,193 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9649 +[2025-03-27 17:24:18,218 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2374 +[2025-03-27 17:24:18,256 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8411 +[2025-03-27 17:24:18,291 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5742 +[2025-03-27 17:24:18,320 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7162 +[2025-03-27 17:24:18,347 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7625 +[2025-03-27 17:24:18,399 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6568 +[2025-03-27 17:24:18,438 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9689 +[2025-03-27 17:24:18,485 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1351 +[2025-03-27 17:24:18,530 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2754 +[2025-03-27 17:24:18,566 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2878 +[2025-03-27 17:24:18,612 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2310 +[2025-03-27 17:24:18,637 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4978 +[2025-03-27 17:24:18,687 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3461 +[2025-03-27 17:24:18,711 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3448 +[2025-03-27 17:24:19,963 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:24:19,963 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:24:19,963 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:24:19,963 INFO hook.py line 689 8122] wall : 0.6001 0.9195 +[2025-03-27 17:24:19,963 INFO hook.py line 689 8122] floor : 0.7694 0.9544 +[2025-03-27 17:24:19,963 INFO hook.py line 689 8122] cabinet : 0.0830 0.0974 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] bed : 0.1427 0.1781 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] chair : 0.5008 0.6991 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] sofa : 0.1744 0.2197 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] table : 0.3004 0.4740 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] door : 0.1084 0.1233 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] window : 0.2122 0.2601 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] bookshelf : 0.0854 0.0948 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] picture : 0.2127 0.3692 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] counter : 0.0255 0.0284 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] desk : 0.0098 0.0102 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] curtain : 0.1385 0.1535 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] shower curtain : 0.1464 0.1819 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] toilet : 0.3384 0.5367 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] sink : 0.3209 0.4477 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] bathtub : 0.1147 0.1425 +[2025-03-27 17:24:19,964 INFO hook.py line 689 8122] otherfurniture : 0.1199 0.1428 +[2025-03-27 17:24:19,964 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:24:19,964 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2202/0.3017/0.6611. +[2025-03-27 17:24:19,965 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:24:19,990 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:24:19,990 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:24:36,215 INFO hook.py line 566 8122] Train: [78/100][50/300] Data 0.002 (0.040) Batch 0.194 (0.231) Remain 00:26:22 loss: 2.0382 Lr: 6.81410e-04 +[2025-03-27 17:24:48,802 INFO hook.py line 566 8122] Train: [78/100][100/300] Data 0.009 (0.048) Batch 0.122 (0.242) Remain 00:27:23 loss: 2.1367 Lr: 6.71986e-04 +[2025-03-27 17:25:01,062 INFO hook.py line 566 8122] Train: [78/100][150/300] Data 0.004 (0.033) Batch 0.154 (0.243) Remain 00:27:19 loss: 2.0905 Lr: 6.62618e-04 +[2025-03-27 17:25:11,681 INFO hook.py line 566 8122] Train: [78/100][200/300] Data 0.006 (0.026) Batch 0.166 (0.235) Remain 00:26:15 loss: 1.9383 Lr: 6.53306e-04 +[2025-03-27 17:25:24,139 INFO hook.py line 566 8122] Train: [78/100][250/300] Data 0.002 (0.037) Batch 0.118 (0.238) Remain 00:26:22 loss: 1.7490 Lr: 6.44049e-04 +[2025-03-27 17:25:31,832 INFO hook.py line 566 8122] Train: [78/100][300/300] Data 0.001 (0.040) Batch 0.081 (0.224) Remain 00:24:37 loss: 1.9711 Lr: 6.34850e-04 +[2025-03-27 17:25:31,832 INFO misc.py line 135 8122] Train result: loss: 2.0983 +[2025-03-27 17:25:31,865 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:25:45,715 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8367 +[2025-03-27 17:25:45,755 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5766 +[2025-03-27 17:25:45,792 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6914 +[2025-03-27 17:25:45,842 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2386 +[2025-03-27 17:25:45,888 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7258 +[2025-03-27 17:25:45,942 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8184 +[2025-03-27 17:25:45,989 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6495 +[2025-03-27 17:25:46,015 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0926 +[2025-03-27 17:25:46,055 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4325 +[2025-03-27 17:25:46,287 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3614 +[2025-03-27 17:25:46,329 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6568 +[2025-03-27 17:25:46,360 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4732 +[2025-03-27 17:25:46,409 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5568 +[2025-03-27 17:25:46,445 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1107 +[2025-03-27 17:25:46,483 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1386 +[2025-03-27 17:25:46,534 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1510 +[2025-03-27 17:25:46,571 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4135 +[2025-03-27 17:25:46,604 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9102 +[2025-03-27 17:25:46,644 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5832 +[2025-03-27 17:25:46,677 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4742 +[2025-03-27 17:25:46,710 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0023 +[2025-03-27 17:25:46,748 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0018 +[2025-03-27 17:25:46,775 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8605 +[2025-03-27 17:25:46,825 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6338 +[2025-03-27 17:25:46,863 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0120 +[2025-03-27 17:25:46,900 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4869 +[2025-03-27 17:25:46,946 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0281 +[2025-03-27 17:25:46,977 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2711 +[2025-03-27 17:25:47,007 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0937 +[2025-03-27 17:25:47,057 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5379 +[2025-03-27 17:25:47,112 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5223 +[2025-03-27 17:25:47,146 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2173 +[2025-03-27 17:25:47,202 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1283 +[2025-03-27 17:25:47,239 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7537 +[2025-03-27 17:25:47,276 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2004 +[2025-03-27 17:25:47,314 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6777 +[2025-03-27 17:25:47,348 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5340 +[2025-03-27 17:25:47,375 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2254 +[2025-03-27 17:25:47,432 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0590 +[2025-03-27 17:25:47,477 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1111 +[2025-03-27 17:25:47,517 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6344 +[2025-03-27 17:25:47,542 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3126 +[2025-03-27 17:25:47,583 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7915 +[2025-03-27 17:25:47,635 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3742 +[2025-03-27 17:25:47,671 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1532 +[2025-03-27 17:25:47,711 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7939 +[2025-03-27 17:25:47,746 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9125 +[2025-03-27 17:25:47,775 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8933 +[2025-03-27 17:25:47,803 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3586 +[2025-03-27 17:25:47,829 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7285 +[2025-03-27 17:25:47,855 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1506 +[2025-03-27 17:25:47,885 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9526 +[2025-03-27 17:25:47,907 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1773 +[2025-03-27 17:25:47,937 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3013 +[2025-03-27 17:25:47,969 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9161 +[2025-03-27 17:25:48,005 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1383 +[2025-03-27 17:25:48,032 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8189 +[2025-03-27 17:25:48,054 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7931 +[2025-03-27 17:25:48,089 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4620 +[2025-03-27 17:25:48,119 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5684 +[2025-03-27 17:25:48,142 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5469 +[2025-03-27 17:25:48,172 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6235 +[2025-03-27 17:25:48,204 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6657 +[2025-03-27 17:25:48,254 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9676 +[2025-03-27 17:25:48,279 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2353 +[2025-03-27 17:25:48,315 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8427 +[2025-03-27 17:25:48,350 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5677 +[2025-03-27 17:25:48,380 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7186 +[2025-03-27 17:25:48,405 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7571 +[2025-03-27 17:25:48,456 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6501 +[2025-03-27 17:25:48,493 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9667 +[2025-03-27 17:25:48,541 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1345 +[2025-03-27 17:25:48,587 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2693 +[2025-03-27 17:25:48,623 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2899 +[2025-03-27 17:25:48,668 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2260 +[2025-03-27 17:25:48,692 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5047 +[2025-03-27 17:25:48,744 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3422 +[2025-03-27 17:25:48,768 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3424 +[2025-03-27 17:25:50,062 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:25:50,062 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:25:50,062 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:25:50,062 INFO hook.py line 689 8122] wall : 0.5990 0.9204 +[2025-03-27 17:25:50,062 INFO hook.py line 689 8122] floor : 0.7703 0.9541 +[2025-03-27 17:25:50,062 INFO hook.py line 689 8122] cabinet : 0.0831 0.0978 +[2025-03-27 17:25:50,062 INFO hook.py line 689 8122] bed : 0.1434 0.1796 +[2025-03-27 17:25:50,062 INFO hook.py line 689 8122] chair : 0.5014 0.6977 +[2025-03-27 17:25:50,062 INFO hook.py line 689 8122] sofa : 0.1744 0.2196 +[2025-03-27 17:25:50,062 INFO hook.py line 689 8122] table : 0.3004 0.4741 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] door : 0.1058 0.1200 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] window : 0.2106 0.2574 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] bookshelf : 0.0860 0.0955 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] picture : 0.2138 0.3712 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] counter : 0.0262 0.0293 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] desk : 0.0098 0.0103 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] curtain : 0.1368 0.1515 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] shower curtain : 0.1453 0.1805 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] toilet : 0.3350 0.5399 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] sink : 0.3193 0.4518 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] bathtub : 0.1131 0.1408 +[2025-03-27 17:25:50,063 INFO hook.py line 689 8122] otherfurniture : 0.1182 0.1397 +[2025-03-27 17:25:50,063 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:25:50,063 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2196/0.3016/0.6609. +[2025-03-27 17:25:50,064 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:25:50,086 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:25:50,087 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:26:06,880 INFO hook.py line 566 8122] Train: [79/100][50/300] Data 0.005 (0.003) Batch 0.138 (0.248) Remain 00:27:01 loss: 2.0289 Lr: 6.25707e-04 +[2025-03-27 17:26:18,133 INFO hook.py line 566 8122] Train: [79/100][100/300] Data 0.003 (0.010) Batch 0.157 (0.236) Remain 00:25:33 loss: 2.1805 Lr: 6.16620e-04 +[2025-03-27 17:26:30,133 INFO hook.py line 566 8122] Train: [79/100][150/300] Data 0.019 (0.035) Batch 0.192 (0.237) Remain 00:25:30 loss: 1.8762 Lr: 6.07592e-04 +[2025-03-27 17:26:43,969 INFO hook.py line 566 8122] Train: [79/100][200/300] Data 0.001 (0.027) Batch 0.104 (0.247) Remain 00:26:22 loss: 2.2586 Lr: 5.98620e-04 +[2025-03-27 17:26:54,112 INFO hook.py line 566 8122] Train: [79/100][250/300] Data 0.001 (0.022) Batch 0.147 (0.238) Remain 00:25:13 loss: 2.0366 Lr: 5.89706e-04 +[2025-03-27 17:27:02,338 INFO hook.py line 566 8122] Train: [79/100][300/300] Data 0.000 (0.023) Batch 0.076 (0.226) Remain 00:23:43 loss: 2.0698 Lr: 5.80851e-04 +[2025-03-27 17:27:02,338 INFO misc.py line 135 8122] Train result: loss: 2.0628 +[2025-03-27 17:27:02,377 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:27:16,108 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8316 +[2025-03-27 17:27:16,167 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5804 +[2025-03-27 17:27:16,385 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6900 +[2025-03-27 17:27:16,429 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2409 +[2025-03-27 17:27:16,464 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7296 +[2025-03-27 17:27:16,518 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8231 +[2025-03-27 17:27:16,653 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6506 +[2025-03-27 17:27:16,682 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0893 +[2025-03-27 17:27:16,722 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4296 +[2025-03-27 17:27:16,753 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3592 +[2025-03-27 17:27:16,795 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6623 +[2025-03-27 17:27:16,824 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4770 +[2025-03-27 17:27:16,874 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5644 +[2025-03-27 17:27:16,906 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1177 +[2025-03-27 17:27:16,940 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1353 +[2025-03-27 17:27:16,986 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1506 +[2025-03-27 17:27:17,026 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4117 +[2025-03-27 17:27:17,056 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9081 +[2025-03-27 17:27:17,095 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5799 +[2025-03-27 17:27:17,129 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4803 +[2025-03-27 17:27:17,161 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0038 +[2025-03-27 17:27:17,198 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0015 +[2025-03-27 17:27:17,227 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8598 +[2025-03-27 17:27:17,268 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6312 +[2025-03-27 17:27:17,305 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0104 +[2025-03-27 17:27:17,341 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4880 +[2025-03-27 17:27:17,386 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0293 +[2025-03-27 17:27:17,416 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2815 +[2025-03-27 17:27:17,443 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0971 +[2025-03-27 17:27:17,494 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5435 +[2025-03-27 17:27:17,549 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5261 +[2025-03-27 17:27:17,579 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2207 +[2025-03-27 17:27:17,633 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1288 +[2025-03-27 17:27:17,666 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7561 +[2025-03-27 17:27:17,705 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2008 +[2025-03-27 17:27:17,741 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6763 +[2025-03-27 17:27:17,776 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5396 +[2025-03-27 17:27:17,803 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2336 +[2025-03-27 17:27:17,865 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0635 +[2025-03-27 17:27:17,907 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1149 +[2025-03-27 17:27:17,947 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6313 +[2025-03-27 17:27:17,979 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3279 +[2025-03-27 17:27:18,020 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7897 +[2025-03-27 17:27:18,073 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3744 +[2025-03-27 17:27:18,102 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1506 +[2025-03-27 17:27:18,145 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7984 +[2025-03-27 17:27:18,179 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9124 +[2025-03-27 17:27:18,209 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8926 +[2025-03-27 17:27:18,237 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3632 +[2025-03-27 17:27:18,264 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7285 +[2025-03-27 17:27:18,289 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1583 +[2025-03-27 17:27:18,318 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9579 +[2025-03-27 17:27:18,340 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1812 +[2025-03-27 17:27:18,371 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2990 +[2025-03-27 17:27:18,403 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9195 +[2025-03-27 17:27:18,439 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1382 +[2025-03-27 17:27:18,467 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8178 +[2025-03-27 17:27:18,489 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8035 +[2025-03-27 17:27:18,525 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4612 +[2025-03-27 17:27:18,553 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5715 +[2025-03-27 17:27:18,575 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5491 +[2025-03-27 17:27:18,604 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6232 +[2025-03-27 17:27:18,636 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6667 +[2025-03-27 17:27:18,687 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9673 +[2025-03-27 17:27:18,711 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2409 +[2025-03-27 17:27:18,747 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8447 +[2025-03-27 17:27:18,782 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5717 +[2025-03-27 17:27:18,811 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7184 +[2025-03-27 17:27:18,837 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7635 +[2025-03-27 17:27:18,887 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6519 +[2025-03-27 17:27:18,926 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9717 +[2025-03-27 17:27:18,972 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1334 +[2025-03-27 17:27:19,016 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2694 +[2025-03-27 17:27:19,053 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2913 +[2025-03-27 17:27:19,098 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2339 +[2025-03-27 17:27:19,122 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5031 +[2025-03-27 17:27:19,173 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3402 +[2025-03-27 17:27:19,197 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3483 +[2025-03-27 17:27:20,435 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:27:20,435 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:27:20,435 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:27:20,435 INFO hook.py line 689 8122] wall : 0.5983 0.9214 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] floor : 0.7704 0.9537 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] cabinet : 0.0819 0.0960 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] bed : 0.1436 0.1801 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] chair : 0.5011 0.6988 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] sofa : 0.1721 0.2150 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] table : 0.3012 0.4735 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] door : 0.1041 0.1176 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] window : 0.2105 0.2575 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] bookshelf : 0.0846 0.0939 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] picture : 0.2140 0.3717 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] counter : 0.0260 0.0291 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] desk : 0.0100 0.0105 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] curtain : 0.1352 0.1494 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:27:20,436 INFO hook.py line 689 8122] shower curtain : 0.1456 0.1812 +[2025-03-27 17:27:20,437 INFO hook.py line 689 8122] toilet : 0.3360 0.5377 +[2025-03-27 17:27:20,437 INFO hook.py line 689 8122] sink : 0.3197 0.4496 +[2025-03-27 17:27:20,437 INFO hook.py line 689 8122] bathtub : 0.1154 0.1447 +[2025-03-27 17:27:20,437 INFO hook.py line 689 8122] otherfurniture : 0.1173 0.1383 +[2025-03-27 17:27:20,437 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:27:20,437 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3010/0.6607. +[2025-03-27 17:27:20,437 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:27:20,463 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:27:20,463 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:27:37,872 INFO hook.py line 566 8122] Train: [80/100][50/300] Data 0.733 (0.064) Batch 0.839 (0.239) Remain 00:24:52 loss: 2.0321 Lr: 5.72053e-04 +[2025-03-27 17:27:49,328 INFO hook.py line 566 8122] Train: [80/100][100/300] Data 0.002 (0.047) Batch 0.149 (0.234) Remain 00:24:09 loss: 1.8769 Lr: 5.63315e-04 +[2025-03-27 17:28:01,617 INFO hook.py line 566 8122] Train: [80/100][150/300] Data 0.002 (0.046) Batch 0.118 (0.238) Remain 00:24:23 loss: 2.1591 Lr: 5.54635e-04 +[2025-03-27 17:28:13,230 INFO hook.py line 566 8122] Train: [80/100][200/300] Data 0.004 (0.055) Batch 0.116 (0.236) Remain 00:24:02 loss: 1.9707 Lr: 5.46014e-04 +[2025-03-27 17:28:24,363 INFO hook.py line 566 8122] Train: [80/100][250/300] Data 0.005 (0.060) Batch 0.211 (0.234) Remain 00:23:33 loss: 2.2578 Lr: 5.37453e-04 +[2025-03-27 17:28:32,851 INFO hook.py line 566 8122] Train: [80/100][300/300] Data 0.001 (0.058) Batch 0.078 (0.223) Remain 00:22:17 loss: 2.0265 Lr: 5.28951e-04 +[2025-03-27 17:28:32,851 INFO misc.py line 135 8122] Train result: loss: 2.0843 +[2025-03-27 17:28:32,880 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:28:46,843 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8427 +[2025-03-27 17:28:46,882 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5794 +[2025-03-27 17:28:46,922 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6875 +[2025-03-27 17:28:46,967 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2361 +[2025-03-27 17:28:47,000 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7322 +[2025-03-27 17:28:47,059 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8209 +[2025-03-27 17:28:47,106 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6514 +[2025-03-27 17:28:47,142 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0888 +[2025-03-27 17:28:47,184 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4231 +[2025-03-27 17:28:47,213 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3648 +[2025-03-27 17:28:47,256 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6608 +[2025-03-27 17:28:47,284 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4692 +[2025-03-27 17:28:47,328 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5607 +[2025-03-27 17:28:47,363 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1183 +[2025-03-27 17:28:47,396 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1365 +[2025-03-27 17:28:47,442 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1475 +[2025-03-27 17:28:47,479 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4123 +[2025-03-27 17:28:47,511 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9067 +[2025-03-27 17:28:47,553 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5807 +[2025-03-27 17:28:47,587 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4760 +[2025-03-27 17:28:47,620 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9989 +[2025-03-27 17:28:47,657 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0013 +[2025-03-27 17:28:47,682 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8579 +[2025-03-27 17:28:47,725 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6293 +[2025-03-27 17:28:47,768 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0126 +[2025-03-27 17:28:47,813 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4837 +[2025-03-27 17:28:47,860 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0282 +[2025-03-27 17:28:47,891 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2795 +[2025-03-27 17:28:47,927 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0948 +[2025-03-27 17:28:47,977 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5459 +[2025-03-27 17:28:48,031 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5182 +[2025-03-27 17:28:48,065 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2200 +[2025-03-27 17:28:48,113 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1274 +[2025-03-27 17:28:48,156 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7543 +[2025-03-27 17:28:48,193 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2001 +[2025-03-27 17:28:48,231 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6682 +[2025-03-27 17:28:48,266 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5371 +[2025-03-27 17:28:48,301 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2217 +[2025-03-27 17:28:48,358 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0595 +[2025-03-27 17:28:48,401 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1125 +[2025-03-27 17:28:48,441 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6367 +[2025-03-27 17:28:48,473 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3228 +[2025-03-27 17:28:48,511 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7948 +[2025-03-27 17:28:48,563 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3749 +[2025-03-27 17:28:48,594 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1600 +[2025-03-27 17:28:48,636 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7964 +[2025-03-27 17:28:48,670 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9189 +[2025-03-27 17:28:48,699 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8966 +[2025-03-27 17:28:48,727 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3573 +[2025-03-27 17:28:48,753 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7255 +[2025-03-27 17:28:48,778 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1608 +[2025-03-27 17:28:48,808 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9588 +[2025-03-27 17:28:48,829 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1805 +[2025-03-27 17:28:48,859 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2984 +[2025-03-27 17:28:48,891 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9085 +[2025-03-27 17:28:48,927 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1400 +[2025-03-27 17:28:48,955 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8175 +[2025-03-27 17:28:48,977 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8000 +[2025-03-27 17:28:49,012 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4635 +[2025-03-27 17:28:49,042 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5746 +[2025-03-27 17:28:49,065 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5449 +[2025-03-27 17:28:49,095 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6241 +[2025-03-27 17:28:49,127 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6690 +[2025-03-27 17:28:49,178 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9680 +[2025-03-27 17:28:49,203 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2410 +[2025-03-27 17:28:49,239 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8411 +[2025-03-27 17:28:49,274 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5791 +[2025-03-27 17:28:49,303 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7160 +[2025-03-27 17:28:49,329 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7542 +[2025-03-27 17:28:49,380 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6501 +[2025-03-27 17:28:49,418 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9713 +[2025-03-27 17:28:49,465 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1333 +[2025-03-27 17:28:49,511 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2700 +[2025-03-27 17:28:49,547 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2950 +[2025-03-27 17:28:49,592 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2300 +[2025-03-27 17:28:49,616 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5060 +[2025-03-27 17:28:49,668 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3350 +[2025-03-27 17:28:49,692 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3411 +[2025-03-27 17:28:50,928 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:28:50,929 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:28:50,929 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:28:50,929 INFO hook.py line 689 8122] wall : 0.5983 0.9215 +[2025-03-27 17:28:50,929 INFO hook.py line 689 8122] floor : 0.7703 0.9539 +[2025-03-27 17:28:50,929 INFO hook.py line 689 8122] cabinet : 0.0811 0.0948 +[2025-03-27 17:28:50,929 INFO hook.py line 689 8122] bed : 0.1428 0.1785 +[2025-03-27 17:28:50,929 INFO hook.py line 689 8122] chair : 0.5018 0.7018 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] sofa : 0.1711 0.2126 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] table : 0.3009 0.4728 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] door : 0.1041 0.1176 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] window : 0.2102 0.2570 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] bookshelf : 0.0853 0.0947 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] picture : 0.2135 0.3699 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] counter : 0.0271 0.0304 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] desk : 0.0103 0.0109 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] curtain : 0.1332 0.1469 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:28:50,930 INFO hook.py line 689 8122] shower curtain : 0.1459 0.1807 +[2025-03-27 17:28:50,931 INFO hook.py line 689 8122] toilet : 0.3366 0.5407 +[2025-03-27 17:28:50,931 INFO hook.py line 689 8122] sink : 0.3207 0.4479 +[2025-03-27 17:28:50,931 INFO hook.py line 689 8122] bathtub : 0.1137 0.1421 +[2025-03-27 17:28:50,931 INFO hook.py line 689 8122] otherfurniture : 0.1171 0.1377 +[2025-03-27 17:28:50,931 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:28:50,931 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2192/0.3006/0.6608. +[2025-03-27 17:28:50,932 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:28:50,961 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:28:50,962 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:29:08,330 INFO hook.py line 566 8122] Train: [81/100][50/300] Data 0.011 (0.081) Batch 0.192 (0.239) Remain 00:23:44 loss: 2.3411 Lr: 5.20509e-04 +[2025-03-27 17:29:20,723 INFO hook.py line 566 8122] Train: [81/100][100/300] Data 0.003 (0.070) Batch 0.117 (0.244) Remain 00:23:58 loss: 2.0673 Lr: 5.12127e-04 +[2025-03-27 17:29:32,249 INFO hook.py line 566 8122] Train: [81/100][150/300] Data 0.002 (0.078) Batch 0.130 (0.239) Remain 00:23:19 loss: 2.0176 Lr: 5.03806e-04 +[2025-03-27 17:29:43,116 INFO hook.py line 566 8122] Train: [81/100][200/300] Data 0.007 (0.071) Batch 0.134 (0.234) Remain 00:22:35 loss: 2.1082 Lr: 4.95545e-04 +[2025-03-27 17:29:55,228 INFO hook.py line 566 8122] Train: [81/100][250/300] Data 0.004 (0.064) Batch 0.166 (0.235) Remain 00:22:33 loss: 1.8347 Lr: 4.87345e-04 +[2025-03-27 17:30:03,352 INFO hook.py line 566 8122] Train: [81/100][300/300] Data 0.000 (0.060) Batch 0.075 (0.223) Remain 00:21:12 loss: 1.8666 Lr: 4.79206e-04 +[2025-03-27 17:30:03,353 INFO misc.py line 135 8122] Train result: loss: 2.0910 +[2025-03-27 17:30:03,384 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:30:16,266 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8380 +[2025-03-27 17:30:17,452 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5822 +[2025-03-27 17:30:17,484 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6842 +[2025-03-27 17:30:17,528 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2368 +[2025-03-27 17:30:17,562 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7318 +[2025-03-27 17:30:17,609 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8177 +[2025-03-27 17:30:17,655 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6523 +[2025-03-27 17:30:17,691 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0855 +[2025-03-27 17:30:17,730 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4293 +[2025-03-27 17:30:17,762 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3625 +[2025-03-27 17:30:17,810 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6650 +[2025-03-27 17:30:17,839 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4764 +[2025-03-27 17:30:17,889 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5711 +[2025-03-27 17:30:17,922 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1206 +[2025-03-27 17:30:17,955 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1383 +[2025-03-27 17:30:17,998 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1569 +[2025-03-27 17:30:18,033 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4112 +[2025-03-27 17:30:18,064 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9068 +[2025-03-27 17:30:18,105 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5826 +[2025-03-27 17:30:18,138 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4776 +[2025-03-27 17:30:18,172 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0015 +[2025-03-27 17:30:18,208 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0015 +[2025-03-27 17:30:18,236 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8617 +[2025-03-27 17:30:18,276 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6278 +[2025-03-27 17:30:18,313 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0091 +[2025-03-27 17:30:18,348 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4845 +[2025-03-27 17:30:18,395 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0287 +[2025-03-27 17:30:18,428 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2852 +[2025-03-27 17:30:18,462 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0982 +[2025-03-27 17:30:18,513 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5379 +[2025-03-27 17:30:18,567 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5310 +[2025-03-27 17:30:18,602 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2290 +[2025-03-27 17:30:18,649 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1273 +[2025-03-27 17:30:18,682 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7548 +[2025-03-27 17:30:18,715 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1999 +[2025-03-27 17:30:18,752 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6704 +[2025-03-27 17:30:18,790 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5312 +[2025-03-27 17:30:18,819 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2332 +[2025-03-27 17:30:18,877 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0575 +[2025-03-27 17:30:18,921 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1094 +[2025-03-27 17:30:18,960 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6365 +[2025-03-27 17:30:18,992 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3192 +[2025-03-27 17:30:19,034 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7908 +[2025-03-27 17:30:19,087 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3702 +[2025-03-27 17:30:19,117 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1575 +[2025-03-27 17:30:19,160 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7945 +[2025-03-27 17:30:19,195 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9140 +[2025-03-27 17:30:19,224 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8965 +[2025-03-27 17:30:19,252 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3627 +[2025-03-27 17:30:19,279 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7289 +[2025-03-27 17:30:19,304 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1478 +[2025-03-27 17:30:19,334 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9566 +[2025-03-27 17:30:19,355 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1796 +[2025-03-27 17:30:19,385 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2994 +[2025-03-27 17:30:19,417 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9175 +[2025-03-27 17:30:19,452 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1347 +[2025-03-27 17:30:19,481 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8173 +[2025-03-27 17:30:19,504 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7986 +[2025-03-27 17:30:19,539 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4608 +[2025-03-27 17:30:19,567 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5708 +[2025-03-27 17:30:19,587 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5553 +[2025-03-27 17:30:19,616 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6194 +[2025-03-27 17:30:19,648 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6678 +[2025-03-27 17:30:19,699 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9688 +[2025-03-27 17:30:19,723 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2261 +[2025-03-27 17:30:19,759 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8442 +[2025-03-27 17:30:19,794 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5770 +[2025-03-27 17:30:19,822 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7184 +[2025-03-27 17:30:19,848 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7547 +[2025-03-27 17:30:19,899 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6547 +[2025-03-27 17:30:19,937 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9686 +[2025-03-27 17:30:19,983 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1264 +[2025-03-27 17:30:20,027 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2629 +[2025-03-27 17:30:20,063 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2851 +[2025-03-27 17:30:20,108 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2363 +[2025-03-27 17:30:20,133 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5002 +[2025-03-27 17:30:20,185 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3383 +[2025-03-27 17:30:20,212 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3450 +[2025-03-27 17:30:21,284 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:30:21,285 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:30:21,285 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:30:21,285 INFO hook.py line 689 8122] wall : 0.5986 0.9213 +[2025-03-27 17:30:21,285 INFO hook.py line 689 8122] floor : 0.7703 0.9539 +[2025-03-27 17:30:21,286 INFO hook.py line 689 8122] cabinet : 0.0810 0.0947 +[2025-03-27 17:30:21,289 INFO hook.py line 689 8122] bed : 0.1433 0.1796 +[2025-03-27 17:30:21,289 INFO hook.py line 689 8122] chair : 0.5014 0.6954 +[2025-03-27 17:30:21,289 INFO hook.py line 689 8122] sofa : 0.1749 0.2203 +[2025-03-27 17:30:21,289 INFO hook.py line 689 8122] table : 0.3007 0.4745 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] door : 0.1063 0.1207 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] window : 0.2105 0.2570 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] bookshelf : 0.0834 0.0923 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] picture : 0.2122 0.3693 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] counter : 0.0264 0.0295 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] desk : 0.0103 0.0108 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] curtain : 0.1365 0.1513 +[2025-03-27 17:30:21,290 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:30:21,291 INFO hook.py line 689 8122] shower curtain : 0.1464 0.1822 +[2025-03-27 17:30:21,291 INFO hook.py line 689 8122] toilet : 0.3345 0.5440 +[2025-03-27 17:30:21,291 INFO hook.py line 689 8122] sink : 0.3196 0.4490 +[2025-03-27 17:30:21,291 INFO hook.py line 689 8122] bathtub : 0.1144 0.1436 +[2025-03-27 17:30:21,291 INFO hook.py line 689 8122] otherfurniture : 0.1179 0.1394 +[2025-03-27 17:30:21,291 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:30:21,291 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2195/0.3015/0.6607. +[2025-03-27 17:30:21,293 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:30:21,316 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:30:21,316 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:30:37,940 INFO hook.py line 566 8122] Train: [82/100][50/300] Data 0.319 (0.013) Batch 0.607 (0.232) Remain 00:21:50 loss: 2.0572 Lr: 4.71129e-04 +[2025-03-27 17:30:49,181 INFO hook.py line 566 8122] Train: [82/100][100/300] Data 0.008 (0.010) Batch 0.239 (0.228) Remain 00:21:18 loss: 2.2252 Lr: 4.63113e-04 +[2025-03-27 17:31:00,644 INFO hook.py line 566 8122] Train: [82/100][150/300] Data 0.006 (0.009) Batch 0.204 (0.229) Remain 00:21:08 loss: 2.1377 Lr: 4.55159e-04 +[2025-03-27 17:31:12,494 INFO hook.py line 566 8122] Train: [82/100][200/300] Data 0.003 (0.021) Batch 0.114 (0.231) Remain 00:21:09 loss: 1.9958 Lr: 4.47268e-04 +[2025-03-27 17:31:23,835 INFO hook.py line 566 8122] Train: [82/100][250/300] Data 0.009 (0.018) Batch 0.214 (0.230) Remain 00:20:53 loss: 2.1627 Lr: 4.39438e-04 +[2025-03-27 17:31:32,473 INFO hook.py line 566 8122] Train: [82/100][300/300] Data 0.000 (0.018) Batch 0.079 (0.220) Remain 00:19:49 loss: 2.0954 Lr: 4.31672e-04 +[2025-03-27 17:31:32,473 INFO misc.py line 135 8122] Train result: loss: 2.0875 +[2025-03-27 17:31:32,507 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:31:45,874 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8358 +[2025-03-27 17:31:46,303 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5804 +[2025-03-27 17:31:46,338 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6924 +[2025-03-27 17:31:46,382 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2423 +[2025-03-27 17:31:46,415 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7368 +[2025-03-27 17:31:46,463 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8213 +[2025-03-27 17:31:46,511 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6558 +[2025-03-27 17:31:46,537 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0892 +[2025-03-27 17:31:46,860 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4309 +[2025-03-27 17:31:46,903 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3657 +[2025-03-27 17:31:46,944 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6637 +[2025-03-27 17:31:46,979 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4745 +[2025-03-27 17:31:47,028 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5663 +[2025-03-27 17:31:47,062 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1208 +[2025-03-27 17:31:47,096 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1403 +[2025-03-27 17:31:47,143 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1584 +[2025-03-27 17:31:47,182 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4154 +[2025-03-27 17:31:47,213 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9108 +[2025-03-27 17:31:47,254 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5811 +[2025-03-27 17:31:47,284 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4791 +[2025-03-27 17:31:47,319 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0039 +[2025-03-27 17:31:47,356 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0021 +[2025-03-27 17:31:47,383 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8701 +[2025-03-27 17:31:47,423 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6357 +[2025-03-27 17:31:47,460 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0152 +[2025-03-27 17:31:47,495 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4859 +[2025-03-27 17:31:47,542 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0269 +[2025-03-27 17:31:47,576 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2780 +[2025-03-27 17:31:47,610 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0963 +[2025-03-27 17:31:47,661 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5462 +[2025-03-27 17:31:47,715 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5318 +[2025-03-27 17:31:47,747 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2171 +[2025-03-27 17:31:47,794 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1308 +[2025-03-27 17:31:47,828 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7535 +[2025-03-27 17:31:47,861 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2021 +[2025-03-27 17:31:47,894 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6795 +[2025-03-27 17:31:47,928 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5364 +[2025-03-27 17:31:47,959 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2292 +[2025-03-27 17:31:48,016 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0595 +[2025-03-27 17:31:48,062 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1140 +[2025-03-27 17:31:48,101 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6341 +[2025-03-27 17:31:48,126 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3295 +[2025-03-27 17:31:48,158 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7936 +[2025-03-27 17:31:48,214 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3763 +[2025-03-27 17:31:48,244 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1585 +[2025-03-27 17:31:48,286 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7959 +[2025-03-27 17:31:48,319 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9135 +[2025-03-27 17:31:48,349 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8980 +[2025-03-27 17:31:48,378 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3610 +[2025-03-27 17:31:48,405 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7304 +[2025-03-27 17:31:48,430 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1601 +[2025-03-27 17:31:48,460 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9547 +[2025-03-27 17:31:48,482 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1808 +[2025-03-27 17:31:48,513 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3016 +[2025-03-27 17:31:48,545 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9224 +[2025-03-27 17:31:48,581 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1374 +[2025-03-27 17:31:48,610 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8215 +[2025-03-27 17:31:48,632 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7916 +[2025-03-27 17:31:48,667 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4638 +[2025-03-27 17:31:48,697 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5738 +[2025-03-27 17:31:48,718 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5443 +[2025-03-27 17:31:48,748 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6222 +[2025-03-27 17:31:48,780 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6669 +[2025-03-27 17:31:48,832 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9685 +[2025-03-27 17:31:48,856 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2398 +[2025-03-27 17:31:48,892 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8483 +[2025-03-27 17:31:48,927 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5751 +[2025-03-27 17:31:48,956 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7181 +[2025-03-27 17:31:48,982 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7645 +[2025-03-27 17:31:49,033 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6536 +[2025-03-27 17:31:49,071 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9646 +[2025-03-27 17:31:49,119 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1299 +[2025-03-27 17:31:49,166 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2698 +[2025-03-27 17:31:49,203 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2915 +[2025-03-27 17:31:49,248 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2400 +[2025-03-27 17:31:49,272 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5076 +[2025-03-27 17:31:49,324 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3414 +[2025-03-27 17:31:49,348 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3415 +[2025-03-27 17:31:50,568 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:31:50,568 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:31:50,569 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] wall : 0.5988 0.9209 +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] floor : 0.7695 0.9542 +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] cabinet : 0.0810 0.0946 +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] bed : 0.1417 0.1764 +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] chair : 0.5006 0.6974 +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] sofa : 0.1738 0.2189 +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] table : 0.3000 0.4741 +[2025-03-27 17:31:50,569 INFO hook.py line 689 8122] door : 0.1056 0.1197 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] window : 0.2089 0.2545 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] bookshelf : 0.0856 0.0951 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] picture : 0.2139 0.3723 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] counter : 0.0255 0.0284 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] desk : 0.0093 0.0098 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] curtain : 0.1336 0.1474 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] shower curtain : 0.1465 0.1824 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] toilet : 0.3357 0.5406 +[2025-03-27 17:31:50,570 INFO hook.py line 689 8122] sink : 0.3198 0.4476 +[2025-03-27 17:31:50,571 INFO hook.py line 689 8122] bathtub : 0.1150 0.1440 +[2025-03-27 17:31:50,571 INFO hook.py line 689 8122] otherfurniture : 0.1186 0.1404 +[2025-03-27 17:31:50,571 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:31:50,571 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2192/0.3010/0.6606. +[2025-03-27 17:31:50,572 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:31:50,595 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:31:50,596 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:32:06,900 INFO hook.py line 566 8122] Train: [83/100][50/300] Data 0.006 (0.043) Batch 0.219 (0.243) Remain 00:21:41 loss: 2.2245 Lr: 4.23968e-04 +[2025-03-27 17:32:18,908 INFO hook.py line 566 8122] Train: [83/100][100/300] Data 0.427 (0.032) Batch 0.532 (0.242) Remain 00:21:20 loss: 1.9481 Lr: 4.16327e-04 +[2025-03-27 17:32:30,292 INFO hook.py line 566 8122] Train: [83/100][150/300] Data 0.006 (0.024) Batch 0.232 (0.237) Remain 00:20:43 loss: 2.1052 Lr: 4.08750e-04 +[2025-03-27 17:32:42,220 INFO hook.py line 566 8122] Train: [83/100][200/300] Data 0.009 (0.019) Batch 0.298 (0.237) Remain 00:20:34 loss: 2.0922 Lr: 4.01236e-04 +[2025-03-27 17:32:53,567 INFO hook.py line 566 8122] Train: [83/100][250/300] Data 0.005 (0.016) Batch 0.253 (0.235) Remain 00:20:11 loss: 2.0451 Lr: 3.93785e-04 +[2025-03-27 17:33:01,304 INFO hook.py line 566 8122] Train: [83/100][300/300] Data 0.000 (0.017) Batch 0.072 (0.222) Remain 00:18:50 loss: 2.1880 Lr: 3.86399e-04 +[2025-03-27 17:33:01,305 INFO misc.py line 135 8122] Train result: loss: 2.0643 +[2025-03-27 17:33:01,331 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:33:15,046 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8377 +[2025-03-27 17:33:15,098 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5815 +[2025-03-27 17:33:15,147 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6869 +[2025-03-27 17:33:15,193 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2400 +[2025-03-27 17:33:15,231 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7301 +[2025-03-27 17:33:15,322 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8170 +[2025-03-27 17:33:15,370 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6514 +[2025-03-27 17:33:15,397 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0919 +[2025-03-27 17:33:15,444 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4301 +[2025-03-27 17:33:15,477 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3604 +[2025-03-27 17:33:15,524 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6565 +[2025-03-27 17:33:15,555 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4736 +[2025-03-27 17:33:15,598 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5623 +[2025-03-27 17:33:15,726 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1156 +[2025-03-27 17:33:15,760 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1306 +[2025-03-27 17:33:15,801 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1465 +[2025-03-27 17:33:15,837 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4125 +[2025-03-27 17:33:15,870 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9050 +[2025-03-27 17:33:15,909 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5831 +[2025-03-27 17:33:15,940 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4744 +[2025-03-27 17:33:15,973 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0055 +[2025-03-27 17:33:16,010 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0028 +[2025-03-27 17:33:16,041 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8584 +[2025-03-27 17:33:16,081 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6320 +[2025-03-27 17:33:16,118 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0141 +[2025-03-27 17:33:16,154 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4866 +[2025-03-27 17:33:16,209 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0273 +[2025-03-27 17:33:16,247 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2720 +[2025-03-27 17:33:16,283 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0986 +[2025-03-27 17:33:16,331 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5415 +[2025-03-27 17:33:16,386 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5265 +[2025-03-27 17:33:16,420 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2144 +[2025-03-27 17:33:16,468 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1305 +[2025-03-27 17:33:16,503 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7563 +[2025-03-27 17:33:16,536 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2040 +[2025-03-27 17:33:16,574 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6722 +[2025-03-27 17:33:16,613 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5334 +[2025-03-27 17:33:16,643 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2293 +[2025-03-27 17:33:16,700 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0586 +[2025-03-27 17:33:16,744 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1110 +[2025-03-27 17:33:16,783 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6339 +[2025-03-27 17:33:16,808 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3361 +[2025-03-27 17:33:16,842 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7944 +[2025-03-27 17:33:16,894 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3789 +[2025-03-27 17:33:16,926 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1540 +[2025-03-27 17:33:16,970 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7977 +[2025-03-27 17:33:17,005 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9153 +[2025-03-27 17:33:17,034 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8977 +[2025-03-27 17:33:17,061 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3559 +[2025-03-27 17:33:17,089 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7247 +[2025-03-27 17:33:17,114 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1560 +[2025-03-27 17:33:17,144 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9532 +[2025-03-27 17:33:17,168 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1818 +[2025-03-27 17:33:17,198 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2928 +[2025-03-27 17:33:17,231 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9166 +[2025-03-27 17:33:17,267 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1387 +[2025-03-27 17:33:17,295 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8208 +[2025-03-27 17:33:17,318 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8000 +[2025-03-27 17:33:17,353 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4634 +[2025-03-27 17:33:17,382 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5748 +[2025-03-27 17:33:17,403 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5363 +[2025-03-27 17:33:17,433 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6232 +[2025-03-27 17:33:17,465 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6688 +[2025-03-27 17:33:17,517 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9728 +[2025-03-27 17:33:17,541 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2373 +[2025-03-27 17:33:17,577 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8493 +[2025-03-27 17:33:17,617 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5710 +[2025-03-27 17:33:17,646 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7149 +[2025-03-27 17:33:17,671 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7591 +[2025-03-27 17:33:17,722 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6530 +[2025-03-27 17:33:17,761 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9657 +[2025-03-27 17:33:17,808 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1325 +[2025-03-27 17:33:17,857 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2703 +[2025-03-27 17:33:17,894 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2832 +[2025-03-27 17:33:17,940 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2350 +[2025-03-27 17:33:17,965 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4957 +[2025-03-27 17:33:18,016 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3418 +[2025-03-27 17:33:18,041 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3443 +[2025-03-27 17:33:19,223 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:33:19,223 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:33:19,223 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] wall : 0.5988 0.9208 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] floor : 0.7700 0.9541 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] cabinet : 0.0816 0.0955 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] bed : 0.1437 0.1806 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] chair : 0.5013 0.7016 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] sofa : 0.1704 0.2116 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] table : 0.3010 0.4710 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] door : 0.1057 0.1198 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] window : 0.2107 0.2573 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] bookshelf : 0.0857 0.0951 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] picture : 0.2128 0.3684 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] counter : 0.0261 0.0292 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] desk : 0.0103 0.0108 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] curtain : 0.1347 0.1489 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] shower curtain : 0.1458 0.1811 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] toilet : 0.3360 0.5361 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] sink : 0.3186 0.4514 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] bathtub : 0.1134 0.1413 +[2025-03-27 17:33:19,223 INFO hook.py line 689 8122] otherfurniture : 0.1186 0.1405 +[2025-03-27 17:33:19,223 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:33:19,223 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2193/0.3008/0.6609. +[2025-03-27 17:33:19,224 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:33:19,248 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:33:19,248 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:33:36,489 INFO hook.py line 566 8122] Train: [84/100][50/300] Data 1.486 (0.071) Batch 1.586 (0.254) Remain 00:21:21 loss: 2.1006 Lr: 3.79077e-04 +[2025-03-27 17:33:47,658 INFO hook.py line 566 8122] Train: [84/100][100/300] Data 0.005 (0.060) Batch 0.130 (0.238) Remain 00:19:50 loss: 1.9172 Lr: 3.71820e-04 +[2025-03-27 17:33:59,818 INFO hook.py line 566 8122] Train: [84/100][150/300] Data 0.003 (0.078) Batch 0.119 (0.240) Remain 00:19:47 loss: 2.1829 Lr: 3.64627e-04 +[2025-03-27 17:34:10,201 INFO hook.py line 566 8122] Train: [84/100][200/300] Data 0.006 (0.077) Batch 0.130 (0.232) Remain 00:18:55 loss: 2.0405 Lr: 3.57499e-04 +[2025-03-27 17:34:22,078 INFO hook.py line 566 8122] Train: [84/100][250/300] Data 0.004 (0.072) Batch 0.129 (0.233) Remain 00:18:49 loss: 1.9080 Lr: 3.50436e-04 +[2025-03-27 17:34:30,260 INFO hook.py line 566 8122] Train: [84/100][300/300] Data 0.000 (0.064) Batch 0.075 (0.221) Remain 00:17:41 loss: 1.8714 Lr: 3.43438e-04 +[2025-03-27 17:34:30,261 INFO misc.py line 135 8122] Train result: loss: 2.0767 +[2025-03-27 17:34:30,300 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:34:43,959 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8395 +[2025-03-27 17:34:44,000 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5842 +[2025-03-27 17:34:44,040 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6866 +[2025-03-27 17:34:44,088 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2396 +[2025-03-27 17:34:44,119 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7314 +[2025-03-27 17:34:44,172 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8186 +[2025-03-27 17:34:44,337 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6529 +[2025-03-27 17:34:44,368 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0893 +[2025-03-27 17:34:44,419 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4275 +[2025-03-27 17:34:44,457 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3613 +[2025-03-27 17:34:44,500 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6589 +[2025-03-27 17:34:44,778 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4726 +[2025-03-27 17:34:44,820 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5582 +[2025-03-27 17:34:44,858 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1069 +[2025-03-27 17:34:44,892 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1403 +[2025-03-27 17:34:44,936 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1468 +[2025-03-27 17:34:44,978 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4110 +[2025-03-27 17:34:45,009 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9096 +[2025-03-27 17:34:45,053 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5802 +[2025-03-27 17:34:45,085 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4703 +[2025-03-27 17:34:45,122 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0030 +[2025-03-27 17:34:45,158 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9986 +[2025-03-27 17:34:45,196 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8609 +[2025-03-27 17:34:45,235 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6350 +[2025-03-27 17:34:45,272 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0109 +[2025-03-27 17:34:45,308 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4866 +[2025-03-27 17:34:45,354 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0255 +[2025-03-27 17:34:45,384 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2799 +[2025-03-27 17:34:45,412 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0972 +[2025-03-27 17:34:45,463 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5470 +[2025-03-27 17:34:45,517 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5242 +[2025-03-27 17:34:45,549 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2144 +[2025-03-27 17:34:45,597 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1284 +[2025-03-27 17:34:45,631 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7560 +[2025-03-27 17:34:45,665 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2014 +[2025-03-27 17:34:45,703 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6738 +[2025-03-27 17:34:45,743 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5311 +[2025-03-27 17:34:45,772 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2252 +[2025-03-27 17:34:45,834 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0583 +[2025-03-27 17:34:45,878 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1141 +[2025-03-27 17:34:45,921 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6338 +[2025-03-27 17:34:45,950 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3269 +[2025-03-27 17:34:45,984 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7949 +[2025-03-27 17:34:46,038 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3749 +[2025-03-27 17:34:46,066 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1561 +[2025-03-27 17:34:46,108 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7951 +[2025-03-27 17:34:46,143 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9143 +[2025-03-27 17:34:46,172 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8966 +[2025-03-27 17:34:46,200 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3601 +[2025-03-27 17:34:46,227 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7255 +[2025-03-27 17:34:46,252 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1543 +[2025-03-27 17:34:46,282 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9542 +[2025-03-27 17:34:46,307 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1809 +[2025-03-27 17:34:46,338 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2929 +[2025-03-27 17:34:46,371 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9138 +[2025-03-27 17:34:46,411 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1385 +[2025-03-27 17:34:46,440 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8186 +[2025-03-27 17:34:46,462 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8026 +[2025-03-27 17:34:46,497 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4606 +[2025-03-27 17:34:46,526 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5719 +[2025-03-27 17:34:46,546 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5482 +[2025-03-27 17:34:46,576 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6216 +[2025-03-27 17:34:46,608 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6705 +[2025-03-27 17:34:46,659 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9713 +[2025-03-27 17:34:46,684 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2338 +[2025-03-27 17:34:46,720 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8478 +[2025-03-27 17:34:46,755 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5728 +[2025-03-27 17:34:46,784 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7143 +[2025-03-27 17:34:46,810 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7554 +[2025-03-27 17:34:46,861 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6470 +[2025-03-27 17:34:46,899 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9695 +[2025-03-27 17:34:46,946 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1304 +[2025-03-27 17:34:46,990 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2682 +[2025-03-27 17:34:47,027 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2875 +[2025-03-27 17:34:47,072 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2291 +[2025-03-27 17:34:47,097 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4967 +[2025-03-27 17:34:47,149 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3400 +[2025-03-27 17:34:47,173 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3412 +[2025-03-27 17:34:48,334 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:34:48,334 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:34:48,334 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:34:48,334 INFO hook.py line 689 8122] wall : 0.5987 0.9209 +[2025-03-27 17:34:48,334 INFO hook.py line 689 8122] floor : 0.7697 0.9542 +[2025-03-27 17:34:48,334 INFO hook.py line 689 8122] cabinet : 0.0809 0.0945 +[2025-03-27 17:34:48,334 INFO hook.py line 689 8122] bed : 0.1436 0.1800 +[2025-03-27 17:34:48,334 INFO hook.py line 689 8122] chair : 0.5015 0.7007 +[2025-03-27 17:34:48,334 INFO hook.py line 689 8122] sofa : 0.1710 0.2127 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] table : 0.3004 0.4721 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] door : 0.1049 0.1188 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] window : 0.2087 0.2542 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] bookshelf : 0.0844 0.0935 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] picture : 0.2134 0.3701 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] counter : 0.0261 0.0292 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] desk : 0.0095 0.0099 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] curtain : 0.1372 0.1522 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] shower curtain : 0.1452 0.1803 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] toilet : 0.3368 0.5381 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] sink : 0.3197 0.4485 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] bathtub : 0.1136 0.1422 +[2025-03-27 17:34:48,335 INFO hook.py line 689 8122] otherfurniture : 0.1187 0.1408 +[2025-03-27 17:34:48,335 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:34:48,335 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2192/0.3007/0.6607. +[2025-03-27 17:34:48,336 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:34:48,366 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:34:48,366 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:35:05,607 INFO hook.py line 566 8122] Train: [85/100][50/300] Data 0.003 (0.057) Batch 0.798 (0.254) Remain 00:20:06 loss: 1.8597 Lr: 3.36506e-04 +[2025-03-27 17:35:16,489 INFO hook.py line 566 8122] Train: [85/100][100/300] Data 0.005 (0.051) Batch 0.233 (0.235) Remain 00:18:25 loss: 2.0053 Lr: 3.29640e-04 +[2025-03-27 17:35:28,386 INFO hook.py line 566 8122] Train: [85/100][150/300] Data 0.005 (0.050) Batch 0.220 (0.236) Remain 00:18:18 loss: 2.1973 Lr: 3.22839e-04 +[2025-03-27 17:35:40,549 INFO hook.py line 566 8122] Train: [85/100][200/300] Data 0.009 (0.051) Batch 0.169 (0.238) Remain 00:18:14 loss: 2.0443 Lr: 3.16105e-04 +[2025-03-27 17:35:51,827 INFO hook.py line 566 8122] Train: [85/100][250/300] Data 0.001 (0.042) Batch 0.156 (0.235) Remain 00:17:51 loss: 2.0259 Lr: 3.09437e-04 +[2025-03-27 17:35:59,870 INFO hook.py line 566 8122] Train: [85/100][300/300] Data 0.001 (0.037) Batch 0.068 (0.223) Remain 00:16:43 loss: 2.0602 Lr: 3.02836e-04 +[2025-03-27 17:35:59,870 INFO misc.py line 135 8122] Train result: loss: 2.0922 +[2025-03-27 17:35:59,905 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:36:13,328 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8424 +[2025-03-27 17:36:13,373 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5853 +[2025-03-27 17:36:13,792 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6901 +[2025-03-27 17:36:13,837 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2397 +[2025-03-27 17:36:13,876 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7305 +[2025-03-27 17:36:13,926 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8190 +[2025-03-27 17:36:13,974 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6538 +[2025-03-27 17:36:14,045 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0898 +[2025-03-27 17:36:14,088 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4332 +[2025-03-27 17:36:14,121 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3696 +[2025-03-27 17:36:14,163 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6586 +[2025-03-27 17:36:14,197 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4806 +[2025-03-27 17:36:14,240 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5732 +[2025-03-27 17:36:14,275 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1136 +[2025-03-27 17:36:14,309 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1354 +[2025-03-27 17:36:14,353 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1541 +[2025-03-27 17:36:14,396 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4134 +[2025-03-27 17:36:14,430 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9068 +[2025-03-27 17:36:14,474 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5844 +[2025-03-27 17:36:14,506 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4755 +[2025-03-27 17:36:14,539 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0034 +[2025-03-27 17:36:14,575 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0055 +[2025-03-27 17:36:14,601 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8614 +[2025-03-27 17:36:14,652 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6327 +[2025-03-27 17:36:14,688 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0185 +[2025-03-27 17:36:14,725 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4882 +[2025-03-27 17:36:14,771 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0231 +[2025-03-27 17:36:14,807 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2783 +[2025-03-27 17:36:14,833 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0991 +[2025-03-27 17:36:14,881 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5493 +[2025-03-27 17:36:14,935 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5262 +[2025-03-27 17:36:14,969 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2137 +[2025-03-27 17:36:15,016 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1332 +[2025-03-27 17:36:15,049 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7575 +[2025-03-27 17:36:15,083 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2083 +[2025-03-27 17:36:15,118 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6731 +[2025-03-27 17:36:15,151 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5376 +[2025-03-27 17:36:15,192 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2259 +[2025-03-27 17:36:15,249 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0554 +[2025-03-27 17:36:15,299 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1087 +[2025-03-27 17:36:15,343 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6327 +[2025-03-27 17:36:15,368 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3358 +[2025-03-27 17:36:15,400 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7955 +[2025-03-27 17:36:15,452 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3753 +[2025-03-27 17:36:15,479 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1622 +[2025-03-27 17:36:15,523 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7990 +[2025-03-27 17:36:15,559 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9194 +[2025-03-27 17:36:15,589 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8942 +[2025-03-27 17:36:15,617 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3541 +[2025-03-27 17:36:15,644 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7255 +[2025-03-27 17:36:15,669 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1535 +[2025-03-27 17:36:15,698 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9551 +[2025-03-27 17:36:15,720 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1852 +[2025-03-27 17:36:15,750 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2968 +[2025-03-27 17:36:15,783 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9169 +[2025-03-27 17:36:15,819 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1443 +[2025-03-27 17:36:15,847 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8206 +[2025-03-27 17:36:15,869 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8025 +[2025-03-27 17:36:15,904 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4635 +[2025-03-27 17:36:15,934 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5692 +[2025-03-27 17:36:15,957 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5479 +[2025-03-27 17:36:15,987 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6276 +[2025-03-27 17:36:16,020 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6702 +[2025-03-27 17:36:16,071 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9695 +[2025-03-27 17:36:16,096 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2349 +[2025-03-27 17:36:16,132 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8475 +[2025-03-27 17:36:16,167 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5743 +[2025-03-27 17:36:16,196 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7135 +[2025-03-27 17:36:16,221 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7635 +[2025-03-27 17:36:16,272 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6530 +[2025-03-27 17:36:16,310 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9674 +[2025-03-27 17:36:16,357 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1350 +[2025-03-27 17:36:16,402 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2729 +[2025-03-27 17:36:16,439 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2847 +[2025-03-27 17:36:16,484 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2314 +[2025-03-27 17:36:16,509 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4955 +[2025-03-27 17:36:16,560 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3393 +[2025-03-27 17:36:16,585 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3412 +[2025-03-27 17:36:17,774 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:36:17,774 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:36:17,774 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:36:17,774 INFO hook.py line 689 8122] wall : 0.5988 0.9208 +[2025-03-27 17:36:17,774 INFO hook.py line 689 8122] floor : 0.7696 0.9540 +[2025-03-27 17:36:17,774 INFO hook.py line 689 8122] cabinet : 0.0800 0.0929 +[2025-03-27 17:36:17,774 INFO hook.py line 689 8122] bed : 0.1423 0.1778 +[2025-03-27 17:36:17,774 INFO hook.py line 689 8122] chair : 0.5013 0.7004 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] sofa : 0.1713 0.2133 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] table : 0.3003 0.4734 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] door : 0.1066 0.1210 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] window : 0.2098 0.2560 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] bookshelf : 0.0844 0.0936 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] picture : 0.2132 0.3705 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] counter : 0.0259 0.0289 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] desk : 0.0097 0.0102 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] curtain : 0.1365 0.1512 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] shower curtain : 0.1449 0.1798 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] toilet : 0.3364 0.5386 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] sink : 0.3208 0.4486 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] bathtub : 0.1143 0.1424 +[2025-03-27 17:36:17,775 INFO hook.py line 689 8122] otherfurniture : 0.1192 0.1417 +[2025-03-27 17:36:17,775 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:36:17,775 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2193/0.3008/0.6608. +[2025-03-27 17:36:17,775 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:36:17,811 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:36:17,812 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:36:34,222 INFO hook.py line 566 8122] Train: [86/100][50/300] Data 0.007 (0.028) Batch 0.224 (0.224) Remain 00:16:37 loss: 2.0272 Lr: 2.96301e-04 +[2025-03-27 17:36:45,528 INFO hook.py line 566 8122] Train: [86/100][100/300] Data 0.009 (0.031) Batch 0.193 (0.225) Remain 00:16:30 loss: 2.0858 Lr: 2.89833e-04 +[2025-03-27 17:36:58,369 INFO hook.py line 566 8122] Train: [86/100][150/300] Data 0.002 (0.047) Batch 0.112 (0.236) Remain 00:17:06 loss: 2.0432 Lr: 2.83433e-04 +[2025-03-27 17:37:09,221 INFO hook.py line 566 8122] Train: [86/100][200/300] Data 0.006 (0.048) Batch 0.119 (0.231) Remain 00:16:33 loss: 1.9731 Lr: 2.77099e-04 +[2025-03-27 17:37:20,117 INFO hook.py line 566 8122] Train: [86/100][250/300] Data 0.002 (0.040) Batch 0.166 (0.228) Remain 00:16:11 loss: 2.1905 Lr: 2.70834e-04 +[2025-03-27 17:37:28,097 INFO hook.py line 566 8122] Train: [86/100][300/300] Data 0.000 (0.035) Batch 0.069 (0.217) Remain 00:15:10 loss: 2.0567 Lr: 2.64636e-04 +[2025-03-27 17:37:28,098 INFO misc.py line 135 8122] Train result: loss: 2.0690 +[2025-03-27 17:37:28,134 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:37:41,498 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8376 +[2025-03-27 17:37:41,573 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5787 +[2025-03-27 17:37:41,913 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6851 +[2025-03-27 17:37:41,959 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2380 +[2025-03-27 17:37:41,992 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7297 +[2025-03-27 17:37:42,045 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8226 +[2025-03-27 17:37:42,097 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6521 +[2025-03-27 17:37:42,127 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0854 +[2025-03-27 17:37:42,193 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4313 +[2025-03-27 17:37:42,223 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3573 +[2025-03-27 17:37:42,265 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6626 +[2025-03-27 17:37:42,295 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4709 +[2025-03-27 17:37:42,339 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5618 +[2025-03-27 17:37:42,375 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1181 +[2025-03-27 17:37:42,409 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1391 +[2025-03-27 17:37:42,454 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1516 +[2025-03-27 17:37:42,490 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4127 +[2025-03-27 17:37:42,523 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9040 +[2025-03-27 17:37:42,562 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5818 +[2025-03-27 17:37:42,594 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4741 +[2025-03-27 17:37:42,626 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0000 +[2025-03-27 17:37:42,664 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0033 +[2025-03-27 17:37:42,689 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8603 +[2025-03-27 17:37:42,729 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6331 +[2025-03-27 17:37:42,772 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0083 +[2025-03-27 17:37:42,816 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4875 +[2025-03-27 17:37:42,862 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0277 +[2025-03-27 17:37:42,891 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2760 +[2025-03-27 17:37:42,918 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0959 +[2025-03-27 17:37:42,967 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5425 +[2025-03-27 17:37:43,022 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5273 +[2025-03-27 17:37:43,056 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2193 +[2025-03-27 17:37:43,104 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1265 +[2025-03-27 17:37:43,138 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7517 +[2025-03-27 17:37:43,172 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1984 +[2025-03-27 17:37:43,209 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6707 +[2025-03-27 17:37:43,243 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5312 +[2025-03-27 17:37:43,271 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2268 +[2025-03-27 17:37:43,328 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0574 +[2025-03-27 17:37:43,371 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1120 +[2025-03-27 17:37:43,417 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6352 +[2025-03-27 17:37:43,449 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3248 +[2025-03-27 17:37:43,483 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7904 +[2025-03-27 17:37:43,535 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3757 +[2025-03-27 17:37:43,563 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1552 +[2025-03-27 17:37:43,607 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7956 +[2025-03-27 17:37:43,641 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9128 +[2025-03-27 17:37:43,671 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8956 +[2025-03-27 17:37:43,698 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3591 +[2025-03-27 17:37:43,725 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7248 +[2025-03-27 17:37:43,750 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1491 +[2025-03-27 17:37:43,780 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9513 +[2025-03-27 17:37:43,803 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1761 +[2025-03-27 17:37:43,834 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3014 +[2025-03-27 17:37:43,866 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9109 +[2025-03-27 17:37:43,902 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1346 +[2025-03-27 17:37:43,930 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8175 +[2025-03-27 17:37:43,952 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7945 +[2025-03-27 17:37:43,987 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4616 +[2025-03-27 17:37:44,017 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5700 +[2025-03-27 17:37:44,038 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5473 +[2025-03-27 17:37:44,068 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6158 +[2025-03-27 17:37:44,100 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6677 +[2025-03-27 17:37:44,151 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9685 +[2025-03-27 17:37:44,176 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2315 +[2025-03-27 17:37:44,212 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8459 +[2025-03-27 17:37:44,247 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5737 +[2025-03-27 17:37:44,275 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7153 +[2025-03-27 17:37:44,301 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7549 +[2025-03-27 17:37:44,352 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6477 +[2025-03-27 17:37:44,390 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9701 +[2025-03-27 17:37:44,437 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1303 +[2025-03-27 17:37:44,481 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2668 +[2025-03-27 17:37:44,518 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2870 +[2025-03-27 17:37:44,563 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2326 +[2025-03-27 17:37:44,587 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5012 +[2025-03-27 17:37:44,639 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3380 +[2025-03-27 17:37:44,663 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3397 +[2025-03-27 17:37:45,946 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:37:45,946 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:37:45,946 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] wall : 0.5988 0.9209 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] floor : 0.7700 0.9542 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] cabinet : 0.0811 0.0947 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] bed : 0.1430 0.1788 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] chair : 0.5013 0.6997 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] sofa : 0.1713 0.2134 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] table : 0.3008 0.4728 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] door : 0.1054 0.1194 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] window : 0.2097 0.2560 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] bookshelf : 0.0845 0.0936 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] picture : 0.2132 0.3684 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] counter : 0.0269 0.0301 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] desk : 0.0103 0.0108 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] curtain : 0.1349 0.1490 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] shower curtain : 0.1468 0.1827 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] toilet : 0.3365 0.5402 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] sink : 0.3205 0.4498 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] bathtub : 0.1139 0.1422 +[2025-03-27 17:37:45,947 INFO hook.py line 689 8122] otherfurniture : 0.1197 0.1424 +[2025-03-27 17:37:45,947 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:37:45,947 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2195/0.3010/0.6608. +[2025-03-27 17:37:45,948 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:37:45,970 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:37:45,971 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:38:03,676 INFO hook.py line 566 8122] Train: [87/100][50/300] Data 0.003 (0.110) Batch 0.125 (0.247) Remain 00:17:05 loss: 1.9051 Lr: 2.58506e-04 +[2025-03-27 17:38:14,640 INFO hook.py line 566 8122] Train: [87/100][100/300] Data 0.005 (0.085) Batch 0.197 (0.233) Remain 00:15:54 loss: 2.0720 Lr: 2.52444e-04 +[2025-03-27 17:38:27,422 INFO hook.py line 566 8122] Train: [87/100][150/300] Data 0.002 (0.078) Batch 0.090 (0.241) Remain 00:16:14 loss: 1.9561 Lr: 2.46450e-04 +[2025-03-27 17:38:38,841 INFO hook.py line 566 8122] Train: [87/100][200/300] Data 0.002 (0.085) Batch 0.105 (0.237) Remain 00:15:49 loss: 1.9469 Lr: 2.40525e-04 +[2025-03-27 17:38:49,329 INFO hook.py line 566 8122] Train: [87/100][250/300] Data 0.006 (0.077) Batch 0.176 (0.232) Remain 00:15:15 loss: 2.2466 Lr: 2.34668e-04 +[2025-03-27 17:38:57,222 INFO hook.py line 566 8122] Train: [87/100][300/300] Data 0.000 (0.066) Batch 0.077 (0.219) Remain 00:14:15 loss: 2.2175 Lr: 2.28881e-04 +[2025-03-27 17:38:57,222 INFO misc.py line 135 8122] Train result: loss: 2.0901 +[2025-03-27 17:38:57,252 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:39:11,070 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8369 +[2025-03-27 17:39:11,112 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5821 +[2025-03-27 17:39:11,151 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6871 +[2025-03-27 17:39:11,196 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2378 +[2025-03-27 17:39:11,225 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7318 +[2025-03-27 17:39:11,278 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8190 +[2025-03-27 17:39:11,329 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6523 +[2025-03-27 17:39:11,365 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0904 +[2025-03-27 17:39:11,407 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4267 +[2025-03-27 17:39:11,772 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3637 +[2025-03-27 17:39:11,889 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6596 +[2025-03-27 17:39:11,925 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4642 +[2025-03-27 17:39:11,969 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5661 +[2025-03-27 17:39:12,006 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1167 +[2025-03-27 17:39:12,040 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1411 +[2025-03-27 17:39:12,084 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1487 +[2025-03-27 17:39:12,122 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4150 +[2025-03-27 17:39:12,157 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9097 +[2025-03-27 17:39:12,197 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5840 +[2025-03-27 17:39:12,231 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4708 +[2025-03-27 17:39:12,262 INFO hook.py line 746 8122] Test: [21/78] Loss 0.9988 +[2025-03-27 17:39:12,298 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0023 +[2025-03-27 17:39:12,325 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8604 +[2025-03-27 17:39:12,376 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6312 +[2025-03-27 17:39:12,416 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0134 +[2025-03-27 17:39:12,453 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4884 +[2025-03-27 17:39:12,501 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0294 +[2025-03-27 17:39:12,532 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2759 +[2025-03-27 17:39:12,560 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0964 +[2025-03-27 17:39:12,610 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5426 +[2025-03-27 17:39:12,672 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5215 +[2025-03-27 17:39:12,705 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2173 +[2025-03-27 17:39:12,752 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1326 +[2025-03-27 17:39:12,794 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7542 +[2025-03-27 17:39:12,828 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2030 +[2025-03-27 17:39:12,861 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6731 +[2025-03-27 17:39:12,895 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5343 +[2025-03-27 17:39:12,929 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2215 +[2025-03-27 17:39:12,986 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0560 +[2025-03-27 17:39:13,029 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1141 +[2025-03-27 17:39:13,074 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6335 +[2025-03-27 17:39:13,099 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3222 +[2025-03-27 17:39:13,133 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7911 +[2025-03-27 17:39:13,185 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3749 +[2025-03-27 17:39:13,214 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1569 +[2025-03-27 17:39:13,261 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7938 +[2025-03-27 17:39:13,295 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9125 +[2025-03-27 17:39:13,324 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8956 +[2025-03-27 17:39:13,353 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3622 +[2025-03-27 17:39:13,381 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7310 +[2025-03-27 17:39:13,406 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1505 +[2025-03-27 17:39:13,435 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9610 +[2025-03-27 17:39:13,458 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1827 +[2025-03-27 17:39:13,489 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2976 +[2025-03-27 17:39:13,523 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9136 +[2025-03-27 17:39:13,558 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1411 +[2025-03-27 17:39:13,588 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8229 +[2025-03-27 17:39:13,613 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8052 +[2025-03-27 17:39:13,648 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4581 +[2025-03-27 17:39:13,680 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5747 +[2025-03-27 17:39:13,702 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5457 +[2025-03-27 17:39:13,733 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6205 +[2025-03-27 17:39:13,765 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6695 +[2025-03-27 17:39:13,816 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9723 +[2025-03-27 17:39:13,842 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2409 +[2025-03-27 17:39:13,879 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8483 +[2025-03-27 17:39:13,915 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5738 +[2025-03-27 17:39:13,944 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7181 +[2025-03-27 17:39:13,972 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7558 +[2025-03-27 17:39:14,024 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6505 +[2025-03-27 17:39:14,062 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9663 +[2025-03-27 17:39:14,109 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1331 +[2025-03-27 17:39:14,154 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2703 +[2025-03-27 17:39:14,192 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2928 +[2025-03-27 17:39:14,238 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2286 +[2025-03-27 17:39:14,264 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5024 +[2025-03-27 17:39:14,316 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3407 +[2025-03-27 17:39:14,340 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3386 +[2025-03-27 17:39:15,477 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:39:15,477 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:39:15,478 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] wall : 0.5990 0.9206 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] floor : 0.7698 0.9541 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] cabinet : 0.0811 0.0946 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] bed : 0.1433 0.1795 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] chair : 0.5014 0.6997 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] sofa : 0.1715 0.2139 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] table : 0.3003 0.4729 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] door : 0.1067 0.1212 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] window : 0.2099 0.2555 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] bookshelf : 0.0862 0.0959 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] picture : 0.2133 0.3700 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] counter : 0.0270 0.0302 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] desk : 0.0096 0.0101 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] curtain : 0.1352 0.1495 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] shower curtain : 0.1457 0.1816 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] toilet : 0.3367 0.5409 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] sink : 0.3202 0.4483 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] bathtub : 0.1143 0.1433 +[2025-03-27 17:39:15,478 INFO hook.py line 689 8122] otherfurniture : 0.1195 0.1420 +[2025-03-27 17:39:15,478 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:39:15,478 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2195/0.3012/0.6608. +[2025-03-27 17:39:15,479 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:39:15,506 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:39:15,506 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:39:31,996 INFO hook.py line 566 8122] Train: [88/100][50/300] Data 0.002 (0.048) Batch 0.169 (0.199) Remain 00:12:46 loss: 2.1567 Lr: 2.23162e-04 +[2025-03-27 17:39:43,388 INFO hook.py line 566 8122] Train: [88/100][100/300] Data 0.005 (0.030) Batch 0.218 (0.214) Remain 00:13:32 loss: 2.1657 Lr: 2.17512e-04 +[2025-03-27 17:39:55,502 INFO hook.py line 566 8122] Train: [88/100][150/300] Data 0.002 (0.025) Batch 0.200 (0.224) Remain 00:13:58 loss: 2.3052 Lr: 2.11932e-04 +[2025-03-27 17:40:07,051 INFO hook.py line 566 8122] Train: [88/100][200/300] Data 0.005 (0.020) Batch 0.161 (0.225) Remain 00:13:54 loss: 2.2467 Lr: 2.06421e-04 +[2025-03-27 17:40:19,001 INFO hook.py line 566 8122] Train: [88/100][250/300] Data 0.005 (0.017) Batch 0.119 (0.228) Remain 00:13:52 loss: 2.1662 Lr: 2.00980e-04 +[2025-03-27 17:40:27,639 INFO hook.py line 566 8122] Train: [88/100][300/300] Data 0.001 (0.024) Batch 0.073 (0.219) Remain 00:13:07 loss: 1.8809 Lr: 1.95716e-04 +[2025-03-27 17:40:27,640 INFO misc.py line 135 8122] Train result: loss: 2.0785 +[2025-03-27 17:40:27,673 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:40:40,787 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8392 +[2025-03-27 17:40:41,900 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5803 +[2025-03-27 17:40:41,948 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6825 +[2025-03-27 17:40:41,991 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2376 +[2025-03-27 17:40:42,023 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7356 +[2025-03-27 17:40:42,073 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8165 +[2025-03-27 17:40:42,123 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6532 +[2025-03-27 17:40:42,158 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0890 +[2025-03-27 17:40:42,207 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4270 +[2025-03-27 17:40:42,248 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3658 +[2025-03-27 17:40:42,290 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6573 +[2025-03-27 17:40:42,326 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4726 +[2025-03-27 17:40:42,371 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5595 +[2025-03-27 17:40:42,407 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1185 +[2025-03-27 17:40:42,442 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1347 +[2025-03-27 17:40:42,483 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1446 +[2025-03-27 17:40:42,521 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4144 +[2025-03-27 17:40:42,552 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9068 +[2025-03-27 17:40:42,594 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5795 +[2025-03-27 17:40:42,625 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4722 +[2025-03-27 17:40:42,662 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0022 +[2025-03-27 17:40:42,704 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0023 +[2025-03-27 17:40:42,731 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8609 +[2025-03-27 17:40:42,784 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6314 +[2025-03-27 17:40:42,831 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0155 +[2025-03-27 17:40:42,868 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4862 +[2025-03-27 17:40:42,915 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0288 +[2025-03-27 17:40:42,946 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2772 +[2025-03-27 17:40:42,979 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0936 +[2025-03-27 17:40:43,030 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5426 +[2025-03-27 17:40:43,087 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5243 +[2025-03-27 17:40:43,121 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2172 +[2025-03-27 17:40:43,169 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1289 +[2025-03-27 17:40:43,203 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7539 +[2025-03-27 17:40:43,236 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2063 +[2025-03-27 17:40:43,270 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6750 +[2025-03-27 17:40:43,304 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5337 +[2025-03-27 17:40:43,331 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2261 +[2025-03-27 17:40:43,388 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0607 +[2025-03-27 17:40:43,430 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1138 +[2025-03-27 17:40:43,470 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6370 +[2025-03-27 17:40:43,502 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3217 +[2025-03-27 17:40:43,539 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7921 +[2025-03-27 17:40:43,592 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3776 +[2025-03-27 17:40:43,625 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1568 +[2025-03-27 17:40:43,668 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7948 +[2025-03-27 17:40:43,703 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9081 +[2025-03-27 17:40:43,732 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8974 +[2025-03-27 17:40:43,760 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3587 +[2025-03-27 17:40:43,787 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7300 +[2025-03-27 17:40:43,812 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1518 +[2025-03-27 17:40:43,843 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9554 +[2025-03-27 17:40:43,865 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1803 +[2025-03-27 17:40:43,895 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3012 +[2025-03-27 17:40:43,928 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9170 +[2025-03-27 17:40:43,969 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1386 +[2025-03-27 17:40:43,997 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8203 +[2025-03-27 17:40:44,020 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8016 +[2025-03-27 17:40:44,056 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4595 +[2025-03-27 17:40:44,085 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5706 +[2025-03-27 17:40:44,107 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5458 +[2025-03-27 17:40:44,136 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6254 +[2025-03-27 17:40:44,168 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6662 +[2025-03-27 17:40:44,219 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9685 +[2025-03-27 17:40:44,243 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2364 +[2025-03-27 17:40:44,279 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8486 +[2025-03-27 17:40:44,314 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5729 +[2025-03-27 17:40:44,342 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7178 +[2025-03-27 17:40:44,368 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7574 +[2025-03-27 17:40:44,418 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6495 +[2025-03-27 17:40:44,457 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9677 +[2025-03-27 17:40:44,504 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1323 +[2025-03-27 17:40:44,549 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2680 +[2025-03-27 17:40:44,585 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2913 +[2025-03-27 17:40:44,630 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2323 +[2025-03-27 17:40:44,654 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5042 +[2025-03-27 17:40:44,706 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3412 +[2025-03-27 17:40:44,730 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3396 +[2025-03-27 17:40:45,983 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:40:45,983 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:40:45,983 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] wall : 0.5987 0.9211 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] floor : 0.7698 0.9541 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] cabinet : 0.0812 0.0948 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] bed : 0.1423 0.1775 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] chair : 0.5012 0.6991 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] sofa : 0.1714 0.2136 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] table : 0.3002 0.4726 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] door : 0.1050 0.1188 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] window : 0.2106 0.2573 +[2025-03-27 17:40:45,984 INFO hook.py line 689 8122] bookshelf : 0.0847 0.0939 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] picture : 0.2129 0.3688 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] counter : 0.0265 0.0296 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] desk : 0.0100 0.0105 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] curtain : 0.1378 0.1529 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] shower curtain : 0.1461 0.1819 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] toilet : 0.3363 0.5399 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] sink : 0.3206 0.4475 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] bathtub : 0.1136 0.1419 +[2025-03-27 17:40:45,985 INFO hook.py line 689 8122] otherfurniture : 0.1186 0.1406 +[2025-03-27 17:40:45,985 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:40:45,986 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3008/0.6608. +[2025-03-27 17:40:45,986 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:40:46,017 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:40:46,017 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:41:02,486 INFO hook.py line 566 8122] Train: [89/100][50/300] Data 0.006 (0.004) Batch 0.269 (0.228) Remain 00:13:29 loss: 2.0830 Lr: 1.90413e-04 +[2025-03-27 17:41:13,534 INFO hook.py line 566 8122] Train: [89/100][100/300] Data 0.001 (0.006) Batch 0.170 (0.224) Remain 00:13:05 loss: 1.9985 Lr: 1.85181e-04 +[2025-03-27 17:41:25,703 INFO hook.py line 566 8122] Train: [89/100][150/300] Data 0.004 (0.025) Batch 0.145 (0.231) Remain 00:13:16 loss: 2.0764 Lr: 1.80019e-04 +[2025-03-27 17:41:37,354 INFO hook.py line 566 8122] Train: [89/100][200/300] Data 0.005 (0.023) Batch 0.471 (0.231) Remain 00:13:06 loss: 2.2485 Lr: 1.74927e-04 +[2025-03-27 17:41:48,878 INFO hook.py line 566 8122] Train: [89/100][250/300] Data 0.002 (0.020) Batch 0.159 (0.231) Remain 00:12:54 loss: 2.2191 Lr: 1.69906e-04 +[2025-03-27 17:41:56,994 INFO hook.py line 566 8122] Train: [89/100][300/300] Data 0.000 (0.020) Batch 0.083 (0.220) Remain 00:12:04 loss: 2.0282 Lr: 1.64956e-04 +[2025-03-27 17:41:56,994 INFO misc.py line 135 8122] Train result: loss: 2.0760 +[2025-03-27 17:41:57,029 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:42:10,625 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8351 +[2025-03-27 17:42:10,671 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5832 +[2025-03-27 17:42:10,715 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6865 +[2025-03-27 17:42:10,759 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2378 +[2025-03-27 17:42:10,804 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7384 +[2025-03-27 17:42:10,863 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8113 +[2025-03-27 17:42:10,917 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6514 +[2025-03-27 17:42:10,946 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0909 +[2025-03-27 17:42:10,990 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4322 +[2025-03-27 17:42:11,149 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3601 +[2025-03-27 17:42:11,191 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6598 +[2025-03-27 17:42:11,220 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4715 +[2025-03-27 17:42:11,265 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5622 +[2025-03-27 17:42:11,307 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1211 +[2025-03-27 17:42:11,342 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1322 +[2025-03-27 17:42:11,383 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1525 +[2025-03-27 17:42:11,423 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4115 +[2025-03-27 17:42:11,452 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9102 +[2025-03-27 17:42:11,492 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5849 +[2025-03-27 17:42:11,526 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4743 +[2025-03-27 17:42:11,566 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0042 +[2025-03-27 17:42:11,603 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0022 +[2025-03-27 17:42:11,628 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8617 +[2025-03-27 17:42:11,668 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6336 +[2025-03-27 17:42:11,706 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0124 +[2025-03-27 17:42:11,743 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4854 +[2025-03-27 17:42:11,793 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0242 +[2025-03-27 17:42:11,828 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2758 +[2025-03-27 17:42:11,852 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0997 +[2025-03-27 17:42:11,902 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5420 +[2025-03-27 17:42:11,956 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5242 +[2025-03-27 17:42:11,988 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2190 +[2025-03-27 17:42:12,035 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1263 +[2025-03-27 17:42:12,069 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7534 +[2025-03-27 17:42:12,102 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2007 +[2025-03-27 17:42:12,136 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6721 +[2025-03-27 17:42:12,169 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5321 +[2025-03-27 17:42:12,200 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2250 +[2025-03-27 17:42:12,265 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0570 +[2025-03-27 17:42:12,308 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1160 +[2025-03-27 17:42:12,346 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6400 +[2025-03-27 17:42:12,370 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3238 +[2025-03-27 17:42:12,402 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7946 +[2025-03-27 17:42:12,456 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3742 +[2025-03-27 17:42:12,487 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1549 +[2025-03-27 17:42:12,528 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7949 +[2025-03-27 17:42:12,562 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9057 +[2025-03-27 17:42:12,592 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8958 +[2025-03-27 17:42:12,620 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3555 +[2025-03-27 17:42:12,647 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7280 +[2025-03-27 17:42:12,672 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1496 +[2025-03-27 17:42:12,702 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9556 +[2025-03-27 17:42:12,724 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1814 +[2025-03-27 17:42:12,755 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3002 +[2025-03-27 17:42:12,788 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9159 +[2025-03-27 17:42:12,824 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1372 +[2025-03-27 17:42:12,852 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8208 +[2025-03-27 17:42:12,875 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7982 +[2025-03-27 17:42:12,911 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4622 +[2025-03-27 17:42:12,940 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5757 +[2025-03-27 17:42:12,961 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5410 +[2025-03-27 17:42:12,990 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6207 +[2025-03-27 17:42:13,023 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6713 +[2025-03-27 17:42:13,074 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9638 +[2025-03-27 17:42:13,098 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2359 +[2025-03-27 17:42:13,134 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8471 +[2025-03-27 17:42:13,170 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5742 +[2025-03-27 17:42:13,198 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7155 +[2025-03-27 17:42:13,224 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7560 +[2025-03-27 17:42:13,275 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6492 +[2025-03-27 17:42:13,313 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9652 +[2025-03-27 17:42:13,360 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1331 +[2025-03-27 17:42:13,404 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2681 +[2025-03-27 17:42:13,440 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2865 +[2025-03-27 17:42:13,485 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2305 +[2025-03-27 17:42:13,511 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4970 +[2025-03-27 17:42:13,562 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3424 +[2025-03-27 17:42:13,585 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3429 +[2025-03-27 17:42:14,727 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:42:14,727 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:42:14,728 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] wall : 0.5990 0.9203 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] floor : 0.7698 0.9542 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] cabinet : 0.0817 0.0955 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] bed : 0.1425 0.1780 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] chair : 0.5013 0.6986 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] sofa : 0.1725 0.2157 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] table : 0.3005 0.4738 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] door : 0.1065 0.1208 +[2025-03-27 17:42:14,728 INFO hook.py line 689 8122] window : 0.2105 0.2572 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] bookshelf : 0.0850 0.0944 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] picture : 0.2136 0.3721 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] counter : 0.0264 0.0295 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] desk : 0.0099 0.0104 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] curtain : 0.1372 0.1520 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] shower curtain : 0.1467 0.1827 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] toilet : 0.3360 0.5428 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] sink : 0.3205 0.4491 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] bathtub : 0.1141 0.1428 +[2025-03-27 17:42:14,729 INFO hook.py line 689 8122] otherfurniture : 0.1195 0.1420 +[2025-03-27 17:42:14,730 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:42:14,730 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2197/0.3016/0.6608. +[2025-03-27 17:42:14,730 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:42:14,753 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:42:14,753 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:42:31,186 INFO hook.py line 566 8122] Train: [90/100][50/300] Data 0.481 (0.037) Batch 0.595 (0.216) Remain 00:11:42 loss: 2.0428 Lr: 1.60077e-04 +[2025-03-27 17:42:43,387 INFO hook.py line 566 8122] Train: [90/100][100/300] Data 0.008 (0.047) Batch 0.237 (0.231) Remain 00:12:17 loss: 2.1562 Lr: 1.55269e-04 +[2025-03-27 17:42:55,001 INFO hook.py line 566 8122] Train: [90/100][150/300] Data 0.001 (0.049) Batch 0.115 (0.231) Remain 00:12:08 loss: 2.2436 Lr: 1.50532e-04 +[2025-03-27 17:43:06,822 INFO hook.py line 566 8122] Train: [90/100][200/300] Data 0.002 (0.049) Batch 0.100 (0.232) Remain 00:12:00 loss: 2.0486 Lr: 1.45866e-04 +[2025-03-27 17:43:17,472 INFO hook.py line 566 8122] Train: [90/100][250/300] Data 0.003 (0.039) Batch 0.217 (0.229) Remain 00:11:37 loss: 2.0686 Lr: 1.41272e-04 +[2025-03-27 17:43:25,769 INFO hook.py line 566 8122] Train: [90/100][300/300] Data 0.000 (0.038) Batch 0.078 (0.218) Remain 00:10:54 loss: 2.2459 Lr: 1.36750e-04 +[2025-03-27 17:43:25,770 INFO misc.py line 135 8122] Train result: loss: 2.0883 +[2025-03-27 17:43:25,808 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:43:39,653 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8391 +[2025-03-27 17:43:39,701 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5787 +[2025-03-27 17:43:39,740 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6872 +[2025-03-27 17:43:39,784 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2398 +[2025-03-27 17:43:39,815 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7297 +[2025-03-27 17:43:39,865 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8246 +[2025-03-27 17:43:39,913 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6518 +[2025-03-27 17:43:40,117 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0927 +[2025-03-27 17:43:40,159 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4296 +[2025-03-27 17:43:40,194 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3644 +[2025-03-27 17:43:40,244 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6623 +[2025-03-27 17:43:40,273 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4713 +[2025-03-27 17:43:40,317 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5703 +[2025-03-27 17:43:40,351 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1219 +[2025-03-27 17:43:40,385 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1412 +[2025-03-27 17:43:40,426 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1538 +[2025-03-27 17:43:40,470 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4150 +[2025-03-27 17:43:40,503 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9099 +[2025-03-27 17:43:40,548 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5837 +[2025-03-27 17:43:40,586 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4795 +[2025-03-27 17:43:40,620 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0042 +[2025-03-27 17:43:40,656 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0053 +[2025-03-27 17:43:40,690 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8656 +[2025-03-27 17:43:40,730 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6351 +[2025-03-27 17:43:40,775 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0143 +[2025-03-27 17:43:40,812 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4868 +[2025-03-27 17:43:40,859 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0273 +[2025-03-27 17:43:40,893 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2849 +[2025-03-27 17:43:40,917 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0978 +[2025-03-27 17:43:40,969 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5454 +[2025-03-27 17:43:41,022 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5331 +[2025-03-27 17:43:41,054 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2222 +[2025-03-27 17:43:41,107 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1301 +[2025-03-27 17:43:41,147 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7564 +[2025-03-27 17:43:41,185 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2062 +[2025-03-27 17:43:41,220 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6742 +[2025-03-27 17:43:41,254 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5367 +[2025-03-27 17:43:41,282 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2295 +[2025-03-27 17:43:41,338 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0606 +[2025-03-27 17:43:41,383 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1175 +[2025-03-27 17:43:41,423 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6375 +[2025-03-27 17:43:41,447 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3243 +[2025-03-27 17:43:41,477 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7935 +[2025-03-27 17:43:41,534 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3769 +[2025-03-27 17:43:41,561 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1574 +[2025-03-27 17:43:41,603 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7953 +[2025-03-27 17:43:41,638 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9180 +[2025-03-27 17:43:41,667 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8955 +[2025-03-27 17:43:41,695 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3622 +[2025-03-27 17:43:41,722 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7287 +[2025-03-27 17:43:41,747 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1484 +[2025-03-27 17:43:41,778 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9595 +[2025-03-27 17:43:41,800 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1844 +[2025-03-27 17:43:41,830 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3012 +[2025-03-27 17:43:41,863 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9193 +[2025-03-27 17:43:41,899 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1400 +[2025-03-27 17:43:41,928 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8183 +[2025-03-27 17:43:41,950 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7940 +[2025-03-27 17:43:41,986 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4644 +[2025-03-27 17:43:42,015 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5741 +[2025-03-27 17:43:42,036 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5570 +[2025-03-27 17:43:42,065 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6262 +[2025-03-27 17:43:42,097 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6706 +[2025-03-27 17:43:42,148 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9668 +[2025-03-27 17:43:42,172 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2405 +[2025-03-27 17:43:42,208 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8492 +[2025-03-27 17:43:42,243 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5800 +[2025-03-27 17:43:42,273 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7197 +[2025-03-27 17:43:42,299 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7616 +[2025-03-27 17:43:42,350 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6551 +[2025-03-27 17:43:42,388 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9683 +[2025-03-27 17:43:42,435 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1365 +[2025-03-27 17:43:42,481 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2693 +[2025-03-27 17:43:42,517 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2892 +[2025-03-27 17:43:42,562 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2387 +[2025-03-27 17:43:42,587 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5030 +[2025-03-27 17:43:42,639 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3408 +[2025-03-27 17:43:42,663 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3434 +[2025-03-27 17:43:43,845 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:43:43,846 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:43:43,846 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:43:43,846 INFO hook.py line 689 8122] wall : 0.5989 0.9205 +[2025-03-27 17:43:43,846 INFO hook.py line 689 8122] floor : 0.7700 0.9539 +[2025-03-27 17:43:43,846 INFO hook.py line 689 8122] cabinet : 0.0819 0.0959 +[2025-03-27 17:43:43,846 INFO hook.py line 689 8122] bed : 0.1431 0.1787 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] chair : 0.5011 0.6984 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] sofa : 0.1735 0.2177 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] table : 0.3007 0.4732 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] door : 0.1056 0.1197 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] window : 0.2112 0.2586 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] bookshelf : 0.0847 0.0939 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] picture : 0.2140 0.3725 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] counter : 0.0262 0.0292 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] desk : 0.0101 0.0107 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] curtain : 0.1360 0.1504 +[2025-03-27 17:43:43,847 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:43:43,848 INFO hook.py line 689 8122] shower curtain : 0.1464 0.1825 +[2025-03-27 17:43:43,848 INFO hook.py line 689 8122] toilet : 0.3364 0.5413 +[2025-03-27 17:43:43,848 INFO hook.py line 689 8122] sink : 0.3205 0.4516 +[2025-03-27 17:43:43,848 INFO hook.py line 689 8122] bathtub : 0.1139 0.1422 +[2025-03-27 17:43:43,848 INFO hook.py line 689 8122] otherfurniture : 0.1194 0.1420 +[2025-03-27 17:43:43,848 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:43:43,848 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2197/0.3017/0.6608. +[2025-03-27 17:43:43,849 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:43:43,872 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:43:43,873 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:43:59,960 INFO hook.py line 566 8122] Train: [91/100][50/300] Data 0.055 (0.049) Batch 0.228 (0.206) Remain 00:10:06 loss: 2.1325 Lr: 1.32299e-04 +[2025-03-27 17:44:13,064 INFO hook.py line 566 8122] Train: [91/100][100/300] Data 0.003 (0.066) Batch 0.115 (0.235) Remain 00:11:20 loss: 2.2738 Lr: 1.27921e-04 +[2025-03-27 17:44:23,644 INFO hook.py line 566 8122] Train: [91/100][150/300] Data 0.003 (0.062) Batch 0.106 (0.227) Remain 00:10:46 loss: 2.0156 Lr: 1.23614e-04 +[2025-03-27 17:44:35,121 INFO hook.py line 566 8122] Train: [91/100][200/300] Data 0.010 (0.060) Batch 0.223 (0.228) Remain 00:10:37 loss: 2.2266 Lr: 1.19380e-04 +[2025-03-27 17:44:47,282 INFO hook.py line 566 8122] Train: [91/100][250/300] Data 0.008 (0.049) Batch 0.127 (0.231) Remain 00:10:34 loss: 2.2919 Lr: 1.15218e-04 +[2025-03-27 17:44:55,272 INFO hook.py line 566 8122] Train: [91/100][300/300] Data 0.000 (0.041) Batch 0.069 (0.219) Remain 00:09:50 loss: 2.1374 Lr: 1.11128e-04 +[2025-03-27 17:44:55,272 INFO misc.py line 135 8122] Train result: loss: 2.0750 +[2025-03-27 17:44:55,311 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:45:08,815 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8364 +[2025-03-27 17:45:08,867 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5834 +[2025-03-27 17:45:09,191 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6822 +[2025-03-27 17:45:09,235 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2400 +[2025-03-27 17:45:09,274 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7301 +[2025-03-27 17:45:09,623 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8236 +[2025-03-27 17:45:09,670 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6523 +[2025-03-27 17:45:09,697 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0904 +[2025-03-27 17:45:09,739 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4328 +[2025-03-27 17:45:09,815 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3621 +[2025-03-27 17:45:09,856 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6623 +[2025-03-27 17:45:09,890 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4707 +[2025-03-27 17:45:09,938 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5712 +[2025-03-27 17:45:09,986 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1277 +[2025-03-27 17:45:10,020 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1361 +[2025-03-27 17:45:10,061 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1592 +[2025-03-27 17:45:10,105 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4109 +[2025-03-27 17:45:10,145 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9123 +[2025-03-27 17:45:10,187 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5835 +[2025-03-27 17:45:10,219 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4810 +[2025-03-27 17:45:10,252 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0069 +[2025-03-27 17:45:10,296 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0042 +[2025-03-27 17:45:10,330 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8640 +[2025-03-27 17:45:10,369 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6348 +[2025-03-27 17:45:10,406 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0143 +[2025-03-27 17:45:10,443 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4843 +[2025-03-27 17:45:10,490 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0278 +[2025-03-27 17:45:10,524 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2820 +[2025-03-27 17:45:10,556 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1001 +[2025-03-27 17:45:10,607 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5435 +[2025-03-27 17:45:10,662 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5322 +[2025-03-27 17:45:10,693 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2248 +[2025-03-27 17:45:10,741 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1319 +[2025-03-27 17:45:10,774 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7528 +[2025-03-27 17:45:10,806 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2026 +[2025-03-27 17:45:10,844 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6757 +[2025-03-27 17:45:10,877 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5364 +[2025-03-27 17:45:10,910 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2318 +[2025-03-27 17:45:10,966 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0576 +[2025-03-27 17:45:11,009 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1145 +[2025-03-27 17:45:11,047 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6341 +[2025-03-27 17:45:11,076 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3261 +[2025-03-27 17:45:11,112 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7959 +[2025-03-27 17:45:11,167 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3770 +[2025-03-27 17:45:11,195 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1509 +[2025-03-27 17:45:11,237 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7964 +[2025-03-27 17:45:11,270 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9160 +[2025-03-27 17:45:11,300 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9011 +[2025-03-27 17:45:11,327 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3656 +[2025-03-27 17:45:11,354 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7325 +[2025-03-27 17:45:11,379 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1440 +[2025-03-27 17:45:11,409 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9547 +[2025-03-27 17:45:11,429 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1803 +[2025-03-27 17:45:11,459 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2980 +[2025-03-27 17:45:11,491 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9186 +[2025-03-27 17:45:11,527 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1400 +[2025-03-27 17:45:11,556 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8227 +[2025-03-27 17:45:11,578 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8003 +[2025-03-27 17:45:11,613 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4644 +[2025-03-27 17:45:11,642 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5743 +[2025-03-27 17:45:11,662 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5566 +[2025-03-27 17:45:11,691 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6228 +[2025-03-27 17:45:11,724 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6653 +[2025-03-27 17:45:11,775 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9704 +[2025-03-27 17:45:11,799 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2374 +[2025-03-27 17:45:11,835 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8484 +[2025-03-27 17:45:11,871 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5754 +[2025-03-27 17:45:11,899 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7162 +[2025-03-27 17:45:11,925 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7604 +[2025-03-27 17:45:11,976 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6513 +[2025-03-27 17:45:12,019 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9724 +[2025-03-27 17:45:12,067 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1364 +[2025-03-27 17:45:12,112 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2701 +[2025-03-27 17:45:12,148 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2872 +[2025-03-27 17:45:12,194 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2384 +[2025-03-27 17:45:12,219 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5042 +[2025-03-27 17:45:12,270 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3396 +[2025-03-27 17:45:12,294 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3474 +[2025-03-27 17:45:13,529 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:45:13,530 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:45:13,530 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] wall : 0.5986 0.9213 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] floor : 0.7701 0.9539 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] cabinet : 0.0820 0.0960 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] bed : 0.1428 0.1784 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] chair : 0.5011 0.6974 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] sofa : 0.1733 0.2173 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] table : 0.3003 0.4727 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] door : 0.1052 0.1191 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] window : 0.2104 0.2574 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] bookshelf : 0.0844 0.0935 +[2025-03-27 17:45:13,530 INFO hook.py line 689 8122] picture : 0.2134 0.3696 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] counter : 0.0260 0.0289 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] desk : 0.0097 0.0101 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] curtain : 0.1354 0.1497 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] shower curtain : 0.1457 0.1810 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] toilet : 0.3364 0.5387 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] sink : 0.3212 0.4515 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] bathtub : 0.1129 0.1410 +[2025-03-27 17:45:13,531 INFO hook.py line 689 8122] otherfurniture : 0.1185 0.1406 +[2025-03-27 17:45:13,531 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:45:13,531 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3009/0.6607. +[2025-03-27 17:45:13,532 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:45:13,555 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:45:13,555 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:45:31,008 INFO hook.py line 566 8122] Train: [92/100][50/300] Data 0.004 (0.041) Batch 0.126 (0.268) Remain 00:11:48 loss: 2.4710 Lr: 1.07111e-04 +[2025-03-27 17:45:41,550 INFO hook.py line 566 8122] Train: [92/100][100/300] Data 0.003 (0.021) Batch 0.129 (0.238) Remain 00:10:19 loss: 2.3519 Lr: 1.03167e-04 +[2025-03-27 17:45:53,077 INFO hook.py line 566 8122] Train: [92/100][150/300] Data 0.002 (0.018) Batch 0.170 (0.236) Remain 00:10:00 loss: 1.9889 Lr: 9.92951e-05 +[2025-03-27 17:46:04,626 INFO hook.py line 566 8122] Train: [92/100][200/300] Data 0.002 (0.016) Batch 0.121 (0.234) Remain 00:09:46 loss: 2.1522 Lr: 9.54966e-05 +[2025-03-27 17:46:16,507 INFO hook.py line 566 8122] Train: [92/100][250/300] Data 0.002 (0.015) Batch 0.118 (0.235) Remain 00:09:36 loss: 2.1454 Lr: 9.17710e-05 +[2025-03-27 17:46:24,245 INFO hook.py line 566 8122] Train: [92/100][300/300] Data 0.001 (0.013) Batch 0.081 (0.222) Remain 00:08:51 loss: 2.2697 Lr: 8.81187e-05 +[2025-03-27 17:46:24,246 INFO misc.py line 135 8122] Train result: loss: 2.0850 +[2025-03-27 17:46:24,282 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:46:37,087 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8398 +[2025-03-27 17:46:37,967 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5822 +[2025-03-27 17:46:38,076 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6900 +[2025-03-27 17:46:38,119 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2384 +[2025-03-27 17:46:38,239 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7292 +[2025-03-27 17:46:38,287 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8266 +[2025-03-27 17:46:38,341 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6518 +[2025-03-27 17:46:38,395 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0930 +[2025-03-27 17:46:38,439 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4298 +[2025-03-27 17:46:38,478 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3707 +[2025-03-27 17:46:38,520 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6599 +[2025-03-27 17:46:38,555 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4729 +[2025-03-27 17:46:38,599 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5753 +[2025-03-27 17:46:38,636 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1158 +[2025-03-27 17:46:38,671 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1385 +[2025-03-27 17:46:38,712 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1531 +[2025-03-27 17:46:38,748 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4146 +[2025-03-27 17:46:38,778 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9149 +[2025-03-27 17:46:38,819 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5839 +[2025-03-27 17:46:38,851 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4793 +[2025-03-27 17:46:38,884 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0049 +[2025-03-27 17:46:38,927 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0032 +[2025-03-27 17:46:38,957 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8611 +[2025-03-27 17:46:38,997 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6374 +[2025-03-27 17:46:39,043 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0171 +[2025-03-27 17:46:39,084 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4869 +[2025-03-27 17:46:39,131 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0316 +[2025-03-27 17:46:39,162 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2756 +[2025-03-27 17:46:39,190 INFO hook.py line 746 8122] Test: [29/78] Loss 1.1004 +[2025-03-27 17:46:39,240 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5416 +[2025-03-27 17:46:39,296 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5285 +[2025-03-27 17:46:39,328 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2230 +[2025-03-27 17:46:39,375 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1317 +[2025-03-27 17:46:39,408 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7551 +[2025-03-27 17:46:39,443 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2035 +[2025-03-27 17:46:39,486 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6778 +[2025-03-27 17:46:39,525 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5362 +[2025-03-27 17:46:39,556 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2301 +[2025-03-27 17:46:39,613 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0600 +[2025-03-27 17:46:39,657 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1150 +[2025-03-27 17:46:39,699 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6382 +[2025-03-27 17:46:39,725 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3371 +[2025-03-27 17:46:39,759 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7958 +[2025-03-27 17:46:39,812 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3759 +[2025-03-27 17:46:39,849 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1587 +[2025-03-27 17:46:39,892 INFO hook.py line 746 8122] Test: [46/78] Loss 1.8009 +[2025-03-27 17:46:39,926 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9143 +[2025-03-27 17:46:39,956 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8945 +[2025-03-27 17:46:39,984 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3593 +[2025-03-27 17:46:40,011 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7322 +[2025-03-27 17:46:40,035 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1523 +[2025-03-27 17:46:40,068 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9589 +[2025-03-27 17:46:40,090 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1816 +[2025-03-27 17:46:40,121 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3027 +[2025-03-27 17:46:40,154 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9148 +[2025-03-27 17:46:40,189 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1423 +[2025-03-27 17:46:40,217 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8219 +[2025-03-27 17:46:40,240 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7984 +[2025-03-27 17:46:40,275 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4646 +[2025-03-27 17:46:40,305 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5719 +[2025-03-27 17:46:40,325 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5465 +[2025-03-27 17:46:40,355 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6209 +[2025-03-27 17:46:40,387 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6704 +[2025-03-27 17:46:40,438 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9705 +[2025-03-27 17:46:40,463 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2369 +[2025-03-27 17:46:40,499 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8477 +[2025-03-27 17:46:40,534 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5766 +[2025-03-27 17:46:40,564 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7160 +[2025-03-27 17:46:40,590 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7595 +[2025-03-27 17:46:40,641 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6512 +[2025-03-27 17:46:40,679 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9693 +[2025-03-27 17:46:40,725 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1372 +[2025-03-27 17:46:40,770 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2735 +[2025-03-27 17:46:40,807 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2856 +[2025-03-27 17:46:40,852 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2342 +[2025-03-27 17:46:40,877 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5001 +[2025-03-27 17:46:40,928 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3432 +[2025-03-27 17:46:40,951 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3436 +[2025-03-27 17:46:42,284 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:46:42,284 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:46:42,284 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:46:42,285 INFO hook.py line 689 8122] wall : 0.5989 0.9206 +[2025-03-27 17:46:42,285 INFO hook.py line 689 8122] floor : 0.7698 0.9541 +[2025-03-27 17:46:42,285 INFO hook.py line 689 8122] cabinet : 0.0813 0.0948 +[2025-03-27 17:46:42,285 INFO hook.py line 689 8122] bed : 0.1433 0.1791 +[2025-03-27 17:46:42,285 INFO hook.py line 689 8122] chair : 0.5011 0.6990 +[2025-03-27 17:46:42,285 INFO hook.py line 689 8122] sofa : 0.1724 0.2156 +[2025-03-27 17:46:42,285 INFO hook.py line 689 8122] table : 0.3002 0.4727 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] door : 0.1058 0.1200 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] window : 0.2113 0.2585 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] bookshelf : 0.0849 0.0942 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] picture : 0.2139 0.3701 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] counter : 0.0258 0.0288 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] desk : 0.0098 0.0103 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] curtain : 0.1367 0.1512 +[2025-03-27 17:46:42,286 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:46:42,287 INFO hook.py line 689 8122] shower curtain : 0.1472 0.1837 +[2025-03-27 17:46:42,287 INFO hook.py line 689 8122] toilet : 0.3352 0.5387 +[2025-03-27 17:46:42,287 INFO hook.py line 689 8122] sink : 0.3198 0.4492 +[2025-03-27 17:46:42,287 INFO hook.py line 689 8122] bathtub : 0.1142 0.1428 +[2025-03-27 17:46:42,287 INFO hook.py line 689 8122] otherfurniture : 0.1191 0.1416 +[2025-03-27 17:46:42,287 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:46:42,287 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2195/0.3013/0.6608. +[2025-03-27 17:46:42,289 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:46:42,312 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:46:42,313 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:46:58,046 INFO hook.py line 566 8122] Train: [93/100][50/300] Data 0.007 (0.019) Batch 0.152 (0.225) Remain 00:08:48 loss: 2.3678 Lr: 8.45396e-05 +[2025-03-27 17:47:09,445 INFO hook.py line 566 8122] Train: [93/100][100/300] Data 0.002 (0.012) Batch 0.244 (0.227) Remain 00:08:40 loss: 2.0058 Lr: 8.10339e-05 +[2025-03-27 17:47:21,736 INFO hook.py line 566 8122] Train: [93/100][150/300] Data 0.006 (0.009) Batch 0.218 (0.233) Remain 00:08:44 loss: 2.1045 Lr: 7.76017e-05 +[2025-03-27 17:47:33,308 INFO hook.py line 566 8122] Train: [93/100][200/300] Data 0.005 (0.008) Batch 0.287 (0.233) Remain 00:08:31 loss: 2.1310 Lr: 7.42431e-05 +[2025-03-27 17:47:45,341 INFO hook.py line 566 8122] Train: [93/100][250/300] Data 0.001 (0.008) Batch 0.120 (0.234) Remain 00:08:23 loss: 2.0835 Lr: 7.09581e-05 +[2025-03-27 17:47:53,314 INFO hook.py line 566 8122] Train: [93/100][300/300] Data 0.000 (0.007) Batch 0.064 (0.222) Remain 00:07:45 loss: 2.2003 Lr: 6.77470e-05 +[2025-03-27 17:47:53,314 INFO misc.py line 135 8122] Train result: loss: 2.0791 +[2025-03-27 17:47:53,351 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:48:07,125 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8331 +[2025-03-27 17:48:07,174 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5840 +[2025-03-27 17:48:07,213 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6880 +[2025-03-27 17:48:07,262 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2380 +[2025-03-27 17:48:07,300 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7263 +[2025-03-27 17:48:07,350 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8186 +[2025-03-27 17:48:07,401 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6516 +[2025-03-27 17:48:07,438 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0878 +[2025-03-27 17:48:07,480 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4277 +[2025-03-27 17:48:07,511 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3592 +[2025-03-27 17:48:07,557 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6614 +[2025-03-27 17:48:07,598 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4669 +[2025-03-27 17:48:07,641 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5577 +[2025-03-27 17:48:07,677 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1166 +[2025-03-27 17:48:07,710 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1311 +[2025-03-27 17:48:07,753 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1510 +[2025-03-27 17:48:07,789 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4157 +[2025-03-27 17:48:07,821 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9090 +[2025-03-27 17:48:07,862 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5812 +[2025-03-27 17:48:07,902 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4743 +[2025-03-27 17:48:07,936 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0027 +[2025-03-27 17:48:07,973 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9992 +[2025-03-27 17:48:08,008 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8605 +[2025-03-27 17:48:08,048 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6357 +[2025-03-27 17:48:08,085 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0038 +[2025-03-27 17:48:08,125 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4863 +[2025-03-27 17:48:08,172 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0204 +[2025-03-27 17:48:08,202 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2766 +[2025-03-27 17:48:08,238 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0938 +[2025-03-27 17:48:08,290 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5404 +[2025-03-27 17:48:08,347 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5276 +[2025-03-27 17:48:08,382 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2175 +[2025-03-27 17:48:08,432 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1285 +[2025-03-27 17:48:08,465 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7515 +[2025-03-27 17:48:08,497 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2015 +[2025-03-27 17:48:08,533 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6742 +[2025-03-27 17:48:08,567 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5326 +[2025-03-27 17:48:08,604 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2273 +[2025-03-27 17:48:08,661 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0553 +[2025-03-27 17:48:08,705 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1101 +[2025-03-27 17:48:08,744 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6295 +[2025-03-27 17:48:08,776 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3189 +[2025-03-27 17:48:08,817 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7891 +[2025-03-27 17:48:08,870 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3756 +[2025-03-27 17:48:08,901 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1532 +[2025-03-27 17:48:08,944 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7940 +[2025-03-27 17:48:08,978 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9092 +[2025-03-27 17:48:09,008 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9004 +[2025-03-27 17:48:09,036 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3531 +[2025-03-27 17:48:09,063 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7269 +[2025-03-27 17:48:09,089 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1502 +[2025-03-27 17:48:09,119 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9499 +[2025-03-27 17:48:09,142 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1781 +[2025-03-27 17:48:09,172 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3011 +[2025-03-27 17:48:09,204 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9174 +[2025-03-27 17:48:09,242 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1360 +[2025-03-27 17:48:09,274 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8162 +[2025-03-27 17:48:09,297 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7949 +[2025-03-27 17:48:09,333 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4587 +[2025-03-27 17:48:09,362 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5756 +[2025-03-27 17:48:09,383 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5441 +[2025-03-27 17:48:09,414 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6205 +[2025-03-27 17:48:09,455 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6660 +[2025-03-27 17:48:09,507 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9684 +[2025-03-27 17:48:09,533 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2305 +[2025-03-27 17:48:09,573 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8413 +[2025-03-27 17:48:09,609 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5681 +[2025-03-27 17:48:09,639 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7170 +[2025-03-27 17:48:09,664 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7570 +[2025-03-27 17:48:09,715 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6513 +[2025-03-27 17:48:09,754 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9686 +[2025-03-27 17:48:09,801 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1340 +[2025-03-27 17:48:09,847 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2670 +[2025-03-27 17:48:09,884 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2853 +[2025-03-27 17:48:09,930 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2320 +[2025-03-27 17:48:09,954 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5015 +[2025-03-27 17:48:10,006 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3364 +[2025-03-27 17:48:10,031 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3407 +[2025-03-27 17:48:11,206 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:48:11,206 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:48:11,206 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] wall : 0.5992 0.9205 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] floor : 0.7705 0.9538 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] cabinet : 0.0822 0.0962 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] bed : 0.1433 0.1790 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] chair : 0.5016 0.6998 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] sofa : 0.1727 0.2163 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] table : 0.3005 0.4743 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] door : 0.1070 0.1216 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] window : 0.2099 0.2565 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] bookshelf : 0.0861 0.0957 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] picture : 0.2144 0.3733 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] counter : 0.0261 0.0292 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] desk : 0.0100 0.0105 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] curtain : 0.1380 0.1529 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] refridgerator : 0.0003 0.0003 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] shower curtain : 0.1465 0.1824 +[2025-03-27 17:48:11,206 INFO hook.py line 689 8122] toilet : 0.3364 0.5411 +[2025-03-27 17:48:11,207 INFO hook.py line 689 8122] sink : 0.3198 0.4513 +[2025-03-27 17:48:11,207 INFO hook.py line 689 8122] bathtub : 0.1141 0.1428 +[2025-03-27 17:48:11,207 INFO hook.py line 689 8122] otherfurniture : 0.1192 0.1417 +[2025-03-27 17:48:11,207 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:48:11,207 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2199/0.3019/0.6610. +[2025-03-27 17:48:11,207 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:48:11,231 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:48:11,231 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:48:27,111 INFO hook.py line 566 8122] Train: [94/100][50/300] Data 0.009 (0.006) Batch 0.239 (0.226) Remain 00:07:43 loss: 2.3254 Lr: 6.46098e-05 +[2025-03-27 17:48:38,902 INFO hook.py line 566 8122] Train: [94/100][100/300] Data 0.006 (0.013) Batch 0.212 (0.231) Remain 00:07:41 loss: 2.1210 Lr: 6.15465e-05 +[2025-03-27 17:48:52,214 INFO hook.py line 566 8122] Train: [94/100][150/300] Data 0.002 (0.014) Batch 0.101 (0.243) Remain 00:07:53 loss: 2.0082 Lr: 5.85573e-05 +[2025-03-27 17:49:03,318 INFO hook.py line 566 8122] Train: [94/100][200/300] Data 0.006 (0.011) Batch 0.240 (0.238) Remain 00:07:31 loss: 2.2298 Lr: 5.56424e-05 +[2025-03-27 17:49:14,063 INFO hook.py line 566 8122] Train: [94/100][250/300] Data 0.002 (0.010) Batch 0.246 (0.233) Remain 00:07:11 loss: 2.1462 Lr: 5.28016e-05 +[2025-03-27 17:49:22,556 INFO hook.py line 566 8122] Train: [94/100][300/300] Data 0.000 (0.009) Batch 0.077 (0.222) Remain 00:06:40 loss: 2.3913 Lr: 5.00352e-05 +[2025-03-27 17:49:22,556 INFO misc.py line 135 8122] Train result: loss: 2.0905 +[2025-03-27 17:49:22,601 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:49:35,524 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8388 +[2025-03-27 17:49:35,590 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5775 +[2025-03-27 17:49:35,866 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6867 +[2025-03-27 17:49:36,561 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2396 +[2025-03-27 17:49:36,590 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7277 +[2025-03-27 17:49:36,690 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8187 +[2025-03-27 17:49:36,737 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6487 +[2025-03-27 17:49:36,762 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0913 +[2025-03-27 17:49:36,801 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4281 +[2025-03-27 17:49:36,831 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3651 +[2025-03-27 17:49:36,876 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6606 +[2025-03-27 17:49:36,960 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4681 +[2025-03-27 17:49:37,003 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5697 +[2025-03-27 17:49:37,044 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1223 +[2025-03-27 17:49:37,077 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1407 +[2025-03-27 17:49:37,122 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1548 +[2025-03-27 17:49:37,160 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4116 +[2025-03-27 17:49:37,204 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9076 +[2025-03-27 17:49:37,242 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5800 +[2025-03-27 17:49:37,274 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4757 +[2025-03-27 17:49:37,307 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0025 +[2025-03-27 17:49:37,353 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0008 +[2025-03-27 17:49:37,385 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8621 +[2025-03-27 17:49:37,432 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6292 +[2025-03-27 17:49:37,470 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0103 +[2025-03-27 17:49:37,506 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4823 +[2025-03-27 17:49:37,554 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0286 +[2025-03-27 17:49:37,584 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2819 +[2025-03-27 17:49:37,609 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0954 +[2025-03-27 17:49:37,661 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5363 +[2025-03-27 17:49:37,715 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5250 +[2025-03-27 17:49:37,750 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2215 +[2025-03-27 17:49:37,798 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1261 +[2025-03-27 17:49:37,832 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7552 +[2025-03-27 17:49:37,865 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2008 +[2025-03-27 17:49:37,901 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6715 +[2025-03-27 17:49:37,935 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5358 +[2025-03-27 17:49:37,973 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2266 +[2025-03-27 17:49:38,028 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0571 +[2025-03-27 17:49:38,083 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1107 +[2025-03-27 17:49:38,123 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6366 +[2025-03-27 17:49:38,148 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3286 +[2025-03-27 17:49:38,182 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7908 +[2025-03-27 17:49:38,235 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3726 +[2025-03-27 17:49:38,262 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1545 +[2025-03-27 17:49:38,308 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7991 +[2025-03-27 17:49:38,342 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9107 +[2025-03-27 17:49:38,374 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8965 +[2025-03-27 17:49:38,403 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3645 +[2025-03-27 17:49:38,431 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7282 +[2025-03-27 17:49:38,456 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1474 +[2025-03-27 17:49:38,487 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9611 +[2025-03-27 17:49:38,509 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1802 +[2025-03-27 17:49:38,539 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3034 +[2025-03-27 17:49:38,572 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9144 +[2025-03-27 17:49:38,608 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1343 +[2025-03-27 17:49:38,636 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8210 +[2025-03-27 17:49:38,659 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7971 +[2025-03-27 17:49:38,695 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4628 +[2025-03-27 17:49:38,725 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5688 +[2025-03-27 17:49:38,747 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5524 +[2025-03-27 17:49:38,777 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6204 +[2025-03-27 17:49:38,809 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6682 +[2025-03-27 17:49:38,860 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9700 +[2025-03-27 17:49:38,884 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2370 +[2025-03-27 17:49:38,921 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8434 +[2025-03-27 17:49:38,956 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5737 +[2025-03-27 17:49:38,985 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7185 +[2025-03-27 17:49:39,011 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7570 +[2025-03-27 17:49:39,062 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6530 +[2025-03-27 17:49:39,100 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9695 +[2025-03-27 17:49:39,146 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1331 +[2025-03-27 17:49:39,191 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2690 +[2025-03-27 17:49:39,228 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2898 +[2025-03-27 17:49:39,274 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2321 +[2025-03-27 17:49:39,299 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5009 +[2025-03-27 17:49:39,350 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3356 +[2025-03-27 17:49:39,375 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3403 +[2025-03-27 17:49:40,620 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:49:40,621 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:49:40,621 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] wall : 0.5989 0.9207 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] floor : 0.7698 0.9542 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] cabinet : 0.0813 0.0950 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] bed : 0.1428 0.1785 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] chair : 0.5012 0.6989 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] sofa : 0.1719 0.2147 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] table : 0.3004 0.4724 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] door : 0.1053 0.1193 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] window : 0.2112 0.2584 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] bookshelf : 0.0844 0.0936 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] picture : 0.2132 0.3706 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] counter : 0.0260 0.0290 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] desk : 0.0097 0.0102 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] curtain : 0.1371 0.1519 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] shower curtain : 0.1461 0.1817 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] toilet : 0.3352 0.5391 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] sink : 0.3200 0.4501 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] bathtub : 0.1145 0.1433 +[2025-03-27 17:49:40,621 INFO hook.py line 689 8122] otherfurniture : 0.1192 0.1415 +[2025-03-27 17:49:40,621 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:49:40,622 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3012/0.6608. +[2025-03-27 17:49:40,622 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:49:40,648 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:49:40,648 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:49:56,441 INFO hook.py line 566 8122] Train: [95/100][50/300] Data 0.002 (0.004) Batch 0.255 (0.211) Remain 00:06:09 loss: 2.2262 Lr: 4.73433e-05 +[2025-03-27 17:50:08,369 INFO hook.py line 566 8122] Train: [95/100][100/300] Data 0.002 (0.014) Batch 0.233 (0.225) Remain 00:06:22 loss: 1.9965 Lr: 4.47258e-05 +[2025-03-27 17:50:19,790 INFO hook.py line 566 8122] Train: [95/100][150/300] Data 0.003 (0.016) Batch 0.203 (0.226) Remain 00:06:13 loss: 2.3126 Lr: 4.21830e-05 +[2025-03-27 17:50:31,021 INFO hook.py line 566 8122] Train: [95/100][200/300] Data 0.003 (0.021) Batch 0.129 (0.226) Remain 00:06:01 loss: 1.6329 Lr: 3.97148e-05 +[2025-03-27 17:50:44,342 INFO hook.py line 566 8122] Train: [95/100][250/300] Data 0.003 (0.040) Batch 0.114 (0.234) Remain 00:06:02 loss: 1.7779 Lr: 3.73685e-05 +[2025-03-27 17:50:51,267 INFO hook.py line 566 8122] Train: [95/100][300/300] Data 0.000 (0.037) Batch 0.075 (0.218) Remain 00:05:26 loss: 1.9079 Lr: 3.50484e-05 +[2025-03-27 17:50:51,268 INFO misc.py line 135 8122] Train result: loss: 2.0876 +[2025-03-27 17:50:51,302 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:51:05,336 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8352 +[2025-03-27 17:51:05,373 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5829 +[2025-03-27 17:51:05,408 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6824 +[2025-03-27 17:51:05,451 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2393 +[2025-03-27 17:51:05,484 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7317 +[2025-03-27 17:51:05,541 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8230 +[2025-03-27 17:51:05,589 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6495 +[2025-03-27 17:51:05,616 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0874 +[2025-03-27 17:51:05,655 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4253 +[2025-03-27 17:51:05,688 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3601 +[2025-03-27 17:51:05,733 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6581 +[2025-03-27 17:51:05,762 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4697 +[2025-03-27 17:51:05,805 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5610 +[2025-03-27 17:51:05,842 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1184 +[2025-03-27 17:51:05,876 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1370 +[2025-03-27 17:51:05,917 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1466 +[2025-03-27 17:51:05,956 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4124 +[2025-03-27 17:51:05,996 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9089 +[2025-03-27 17:51:06,036 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5828 +[2025-03-27 17:51:06,069 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4718 +[2025-03-27 17:51:06,101 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0019 +[2025-03-27 17:51:06,137 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9983 +[2025-03-27 17:51:06,171 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8602 +[2025-03-27 17:51:06,214 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6328 +[2025-03-27 17:51:06,256 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0077 +[2025-03-27 17:51:06,292 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4867 +[2025-03-27 17:51:06,339 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0292 +[2025-03-27 17:51:06,369 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2802 +[2025-03-27 17:51:06,396 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0951 +[2025-03-27 17:51:06,446 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5418 +[2025-03-27 17:51:06,507 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5237 +[2025-03-27 17:51:06,541 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2196 +[2025-03-27 17:51:06,588 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1267 +[2025-03-27 17:51:06,622 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7555 +[2025-03-27 17:51:06,656 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2003 +[2025-03-27 17:51:06,692 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6735 +[2025-03-27 17:51:06,726 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5310 +[2025-03-27 17:51:06,761 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2252 +[2025-03-27 17:51:06,818 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0571 +[2025-03-27 17:51:06,861 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1099 +[2025-03-27 17:51:06,901 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6354 +[2025-03-27 17:51:06,925 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3295 +[2025-03-27 17:51:06,957 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7930 +[2025-03-27 17:51:07,009 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3732 +[2025-03-27 17:51:07,038 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1567 +[2025-03-27 17:51:07,083 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7944 +[2025-03-27 17:51:07,117 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9144 +[2025-03-27 17:51:07,146 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8950 +[2025-03-27 17:51:07,175 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3594 +[2025-03-27 17:51:07,202 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7267 +[2025-03-27 17:51:07,227 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1494 +[2025-03-27 17:51:07,258 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9557 +[2025-03-27 17:51:07,280 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1813 +[2025-03-27 17:51:07,310 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2992 +[2025-03-27 17:51:07,342 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9128 +[2025-03-27 17:51:07,378 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1440 +[2025-03-27 17:51:07,406 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8212 +[2025-03-27 17:51:07,428 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7961 +[2025-03-27 17:51:07,463 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4585 +[2025-03-27 17:51:07,493 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5734 +[2025-03-27 17:51:07,513 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5490 +[2025-03-27 17:51:07,542 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6233 +[2025-03-27 17:51:07,574 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6677 +[2025-03-27 17:51:07,625 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9677 +[2025-03-27 17:51:07,649 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2411 +[2025-03-27 17:51:07,686 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8463 +[2025-03-27 17:51:07,722 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5747 +[2025-03-27 17:51:07,751 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7160 +[2025-03-27 17:51:07,778 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7561 +[2025-03-27 17:51:07,829 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6473 +[2025-03-27 17:51:07,867 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9665 +[2025-03-27 17:51:07,914 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1327 +[2025-03-27 17:51:07,959 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2655 +[2025-03-27 17:51:07,996 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2891 +[2025-03-27 17:51:08,042 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2306 +[2025-03-27 17:51:08,068 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5019 +[2025-03-27 17:51:08,119 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3441 +[2025-03-27 17:51:08,143 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3392 +[2025-03-27 17:51:09,471 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:51:09,472 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:51:09,473 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:51:09,474 INFO hook.py line 689 8122] wall : 0.5993 0.9201 +[2025-03-27 17:51:09,477 INFO hook.py line 689 8122] floor : 0.7699 0.9542 +[2025-03-27 17:51:09,477 INFO hook.py line 689 8122] cabinet : 0.0817 0.0955 +[2025-03-27 17:51:09,478 INFO hook.py line 689 8122] bed : 0.1431 0.1792 +[2025-03-27 17:51:09,478 INFO hook.py line 689 8122] chair : 0.5014 0.6998 +[2025-03-27 17:51:09,478 INFO hook.py line 689 8122] sofa : 0.1726 0.2159 +[2025-03-27 17:51:09,478 INFO hook.py line 689 8122] table : 0.3005 0.4737 +[2025-03-27 17:51:09,478 INFO hook.py line 689 8122] door : 0.1069 0.1213 +[2025-03-27 17:51:09,478 INFO hook.py line 689 8122] window : 0.2109 0.2580 +[2025-03-27 17:51:09,478 INFO hook.py line 689 8122] bookshelf : 0.0850 0.0943 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] picture : 0.2131 0.3713 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] counter : 0.0260 0.0290 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] desk : 0.0100 0.0105 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] curtain : 0.1360 0.1505 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] shower curtain : 0.1476 0.1836 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] toilet : 0.3368 0.5405 +[2025-03-27 17:51:09,479 INFO hook.py line 689 8122] sink : 0.3211 0.4513 +[2025-03-27 17:51:09,480 INFO hook.py line 689 8122] bathtub : 0.1136 0.1421 +[2025-03-27 17:51:09,480 INFO hook.py line 689 8122] otherfurniture : 0.1190 0.1414 +[2025-03-27 17:51:09,480 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:51:09,480 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2197/0.3016/0.6609. +[2025-03-27 17:51:09,481 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:51:09,510 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:51:09,511 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:51:25,319 INFO hook.py line 566 8122] Train: [96/100][50/300] Data 0.003 (0.030) Batch 0.190 (0.219) Remain 00:05:17 loss: 2.1190 Lr: 3.28031e-05 +[2025-03-27 17:51:36,320 INFO hook.py line 566 8122] Train: [96/100][100/300] Data 0.003 (0.022) Batch 0.167 (0.219) Remain 00:05:07 loss: 1.9688 Lr: 3.06329e-05 +[2025-03-27 17:51:48,385 INFO hook.py line 566 8122] Train: [96/100][150/300] Data 0.006 (0.025) Batch 0.259 (0.227) Remain 00:05:06 loss: 1.8650 Lr: 2.85376e-05 +[2025-03-27 17:52:00,009 INFO hook.py line 566 8122] Train: [96/100][200/300] Data 0.001 (0.033) Batch 0.114 (0.228) Remain 00:04:56 loss: 2.2578 Lr: 2.65174e-05 +[2025-03-27 17:52:11,550 INFO hook.py line 566 8122] Train: [96/100][250/300] Data 0.006 (0.028) Batch 0.225 (0.229) Remain 00:04:45 loss: 2.1734 Lr: 2.45724e-05 +[2025-03-27 17:52:19,801 INFO hook.py line 566 8122] Train: [96/100][300/300] Data 0.000 (0.023) Batch 0.077 (0.218) Remain 00:04:21 loss: 2.1284 Lr: 2.27026e-05 +[2025-03-27 17:52:19,801 INFO misc.py line 135 8122] Train result: loss: 2.0816 +[2025-03-27 17:52:19,829 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:52:33,711 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8389 +[2025-03-27 17:52:33,748 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5766 +[2025-03-27 17:52:33,784 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6812 +[2025-03-27 17:52:33,827 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2374 +[2025-03-27 17:52:33,858 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7329 +[2025-03-27 17:52:33,911 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8163 +[2025-03-27 17:52:33,959 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6489 +[2025-03-27 17:52:33,993 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0897 +[2025-03-27 17:52:34,035 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4289 +[2025-03-27 17:52:34,069 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3620 +[2025-03-27 17:52:34,115 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6625 +[2025-03-27 17:52:34,145 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4753 +[2025-03-27 17:52:34,189 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5682 +[2025-03-27 17:52:34,228 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1220 +[2025-03-27 17:52:34,263 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1359 +[2025-03-27 17:52:34,304 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1508 +[2025-03-27 17:52:34,342 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4086 +[2025-03-27 17:52:34,374 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9080 +[2025-03-27 17:52:34,416 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5795 +[2025-03-27 17:52:34,449 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4728 +[2025-03-27 17:52:34,482 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0028 +[2025-03-27 17:52:34,519 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0001 +[2025-03-27 17:52:34,547 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8579 +[2025-03-27 17:52:34,587 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6316 +[2025-03-27 17:52:34,623 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0065 +[2025-03-27 17:52:34,659 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4862 +[2025-03-27 17:52:34,713 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0265 +[2025-03-27 17:52:34,745 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2807 +[2025-03-27 17:52:34,771 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0957 +[2025-03-27 17:52:34,825 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5436 +[2025-03-27 17:52:34,880 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5281 +[2025-03-27 17:52:34,915 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2180 +[2025-03-27 17:52:34,962 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1271 +[2025-03-27 17:52:34,996 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7503 +[2025-03-27 17:52:35,030 INFO hook.py line 746 8122] Test: [35/78] Loss 1.1995 +[2025-03-27 17:52:35,074 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6725 +[2025-03-27 17:52:35,110 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5324 +[2025-03-27 17:52:35,138 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2282 +[2025-03-27 17:52:35,194 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0559 +[2025-03-27 17:52:35,237 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1122 +[2025-03-27 17:52:35,277 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6355 +[2025-03-27 17:52:35,309 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3293 +[2025-03-27 17:52:35,346 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7931 +[2025-03-27 17:52:35,398 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3730 +[2025-03-27 17:52:35,426 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1527 +[2025-03-27 17:52:35,472 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7936 +[2025-03-27 17:52:35,507 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9145 +[2025-03-27 17:52:35,536 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8968 +[2025-03-27 17:52:35,564 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3583 +[2025-03-27 17:52:35,591 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7283 +[2025-03-27 17:52:35,616 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1487 +[2025-03-27 17:52:35,646 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9504 +[2025-03-27 17:52:35,668 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1756 +[2025-03-27 17:52:35,698 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3044 +[2025-03-27 17:52:35,730 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9141 +[2025-03-27 17:52:35,766 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1339 +[2025-03-27 17:52:35,795 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8186 +[2025-03-27 17:52:35,819 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7933 +[2025-03-27 17:52:35,855 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4638 +[2025-03-27 17:52:35,883 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5712 +[2025-03-27 17:52:35,905 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5439 +[2025-03-27 17:52:35,934 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6194 +[2025-03-27 17:52:35,967 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6646 +[2025-03-27 17:52:36,017 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9661 +[2025-03-27 17:52:36,041 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2352 +[2025-03-27 17:52:36,077 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8448 +[2025-03-27 17:52:36,113 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5700 +[2025-03-27 17:52:36,141 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7167 +[2025-03-27 17:52:36,167 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7593 +[2025-03-27 17:52:36,219 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6502 +[2025-03-27 17:52:36,256 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9654 +[2025-03-27 17:52:36,303 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1349 +[2025-03-27 17:52:36,348 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2663 +[2025-03-27 17:52:36,385 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2867 +[2025-03-27 17:52:36,430 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2345 +[2025-03-27 17:52:36,455 INFO hook.py line 746 8122] Test: [76/78] Loss 1.4972 +[2025-03-27 17:52:36,506 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3435 +[2025-03-27 17:52:36,530 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3437 +[2025-03-27 17:52:37,675 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:52:37,675 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:52:37,675 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] wall : 0.5987 0.9211 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] floor : 0.7702 0.9541 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] cabinet : 0.0811 0.0948 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] bed : 0.1434 0.1793 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] chair : 0.5013 0.6984 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] sofa : 0.1725 0.2156 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] table : 0.3005 0.4732 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] door : 0.1057 0.1199 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] window : 0.2096 0.2559 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] bookshelf : 0.0847 0.0940 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] picture : 0.2132 0.3706 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] counter : 0.0259 0.0289 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] desk : 0.0101 0.0106 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] curtain : 0.1367 0.1512 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] shower curtain : 0.1463 0.1817 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] toilet : 0.3363 0.5385 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] sink : 0.3215 0.4508 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] bathtub : 0.1136 0.1419 +[2025-03-27 17:52:37,675 INFO hook.py line 689 8122] otherfurniture : 0.1189 0.1410 +[2025-03-27 17:52:37,675 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:52:37,675 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2195/0.3011/0.6608. +[2025-03-27 17:52:37,676 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:52:37,697 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:52:37,697 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:52:53,791 INFO hook.py line 566 8122] Train: [97/100][50/300] Data 0.006 (0.017) Batch 0.195 (0.217) Remain 00:04:08 loss: 1.9927 Lr: 2.09080e-05 +[2025-03-27 17:53:07,458 INFO hook.py line 566 8122] Train: [97/100][100/300] Data 0.001 (0.061) Batch 0.109 (0.246) Remain 00:04:30 loss: 2.1503 Lr: 1.91888e-05 +[2025-03-27 17:53:17,714 INFO hook.py line 566 8122] Train: [97/100][150/300] Data 0.007 (0.060) Batch 0.199 (0.232) Remain 00:04:03 loss: 2.4612 Lr: 1.75449e-05 +[2025-03-27 17:53:29,840 INFO hook.py line 566 8122] Train: [97/100][200/300] Data 0.002 (0.055) Batch 0.098 (0.235) Remain 00:03:54 loss: 2.0012 Lr: 1.59764e-05 +[2025-03-27 17:53:40,865 INFO hook.py line 566 8122] Train: [97/100][250/300] Data 0.003 (0.046) Batch 0.155 (0.232) Remain 00:03:40 loss: 2.4205 Lr: 1.44834e-05 +[2025-03-27 17:53:48,541 INFO hook.py line 566 8122] Train: [97/100][300/300] Data 0.000 (0.039) Batch 0.066 (0.219) Remain 00:03:16 loss: 1.9145 Lr: 1.30659e-05 +[2025-03-27 17:53:48,541 INFO misc.py line 135 8122] Train result: loss: 2.0793 +[2025-03-27 17:53:48,569 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:54:02,255 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8390 +[2025-03-27 17:54:02,300 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5797 +[2025-03-27 17:54:02,333 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6845 +[2025-03-27 17:54:02,383 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2385 +[2025-03-27 17:54:02,420 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7326 +[2025-03-27 17:54:02,471 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8163 +[2025-03-27 17:54:02,530 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6530 +[2025-03-27 17:54:02,559 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0911 +[2025-03-27 17:54:02,603 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4295 +[2025-03-27 17:54:02,634 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3639 +[2025-03-27 17:54:02,679 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6616 +[2025-03-27 17:54:02,707 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4720 +[2025-03-27 17:54:02,762 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5635 +[2025-03-27 17:54:02,803 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1206 +[2025-03-27 17:54:02,836 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1326 +[2025-03-27 17:54:02,879 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1532 +[2025-03-27 17:54:02,918 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4126 +[2025-03-27 17:54:02,950 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9086 +[2025-03-27 17:54:02,993 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5821 +[2025-03-27 17:54:03,026 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4755 +[2025-03-27 17:54:03,059 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0057 +[2025-03-27 17:54:03,096 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9982 +[2025-03-27 17:54:03,122 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8628 +[2025-03-27 17:54:03,167 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6316 +[2025-03-27 17:54:03,203 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0139 +[2025-03-27 17:54:03,248 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4881 +[2025-03-27 17:54:03,294 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0284 +[2025-03-27 17:54:03,330 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2783 +[2025-03-27 17:54:03,357 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0996 +[2025-03-27 17:54:03,405 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5444 +[2025-03-27 17:54:03,460 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5274 +[2025-03-27 17:54:03,492 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2201 +[2025-03-27 17:54:03,540 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1315 +[2025-03-27 17:54:03,573 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7539 +[2025-03-27 17:54:03,606 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2011 +[2025-03-27 17:54:03,642 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6728 +[2025-03-27 17:54:03,676 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5360 +[2025-03-27 17:54:03,704 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2330 +[2025-03-27 17:54:03,760 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0579 +[2025-03-27 17:54:03,806 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1159 +[2025-03-27 17:54:03,846 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6385 +[2025-03-27 17:54:03,871 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3219 +[2025-03-27 17:54:03,902 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7936 +[2025-03-27 17:54:03,954 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3756 +[2025-03-27 17:54:03,983 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1583 +[2025-03-27 17:54:04,023 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7959 +[2025-03-27 17:54:04,057 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9188 +[2025-03-27 17:54:04,087 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8949 +[2025-03-27 17:54:04,114 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3600 +[2025-03-27 17:54:04,142 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7272 +[2025-03-27 17:54:04,168 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1493 +[2025-03-27 17:54:04,198 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9537 +[2025-03-27 17:54:04,221 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1807 +[2025-03-27 17:54:04,251 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3031 +[2025-03-27 17:54:04,284 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9183 +[2025-03-27 17:54:04,320 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1398 +[2025-03-27 17:54:04,349 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8201 +[2025-03-27 17:54:04,371 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8040 +[2025-03-27 17:54:04,407 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4643 +[2025-03-27 17:54:04,437 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5765 +[2025-03-27 17:54:04,459 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5478 +[2025-03-27 17:54:04,489 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6241 +[2025-03-27 17:54:04,523 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6700 +[2025-03-27 17:54:04,575 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9709 +[2025-03-27 17:54:04,601 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2351 +[2025-03-27 17:54:04,637 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8476 +[2025-03-27 17:54:04,672 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5731 +[2025-03-27 17:54:04,701 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7139 +[2025-03-27 17:54:04,727 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7602 +[2025-03-27 17:54:04,779 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6510 +[2025-03-27 17:54:04,817 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9691 +[2025-03-27 17:54:04,864 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1374 +[2025-03-27 17:54:04,909 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2722 +[2025-03-27 17:54:04,946 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2849 +[2025-03-27 17:54:04,991 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2346 +[2025-03-27 17:54:05,017 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5048 +[2025-03-27 17:54:05,068 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3449 +[2025-03-27 17:54:05,094 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3425 +[2025-03-27 17:54:06,332 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:54:06,334 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:54:06,334 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] wall : 0.5991 0.9204 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] floor : 0.7700 0.9541 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] cabinet : 0.0820 0.0960 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] bed : 0.1433 0.1794 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] chair : 0.5013 0.6993 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] sofa : 0.1732 0.2169 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] table : 0.3004 0.4735 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] door : 0.1062 0.1204 +[2025-03-27 17:54:06,334 INFO hook.py line 689 8122] window : 0.2098 0.2562 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] bookshelf : 0.0851 0.0944 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] picture : 0.2128 0.3705 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] counter : 0.0259 0.0289 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] desk : 0.0100 0.0105 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] curtain : 0.1363 0.1509 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] shower curtain : 0.1459 0.1816 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] toilet : 0.3355 0.5386 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] sink : 0.3210 0.4509 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] bathtub : 0.1139 0.1424 +[2025-03-27 17:54:06,335 INFO hook.py line 689 8122] otherfurniture : 0.1190 0.1414 +[2025-03-27 17:54:06,335 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:54:06,335 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2196/0.3013/0.6608. +[2025-03-27 17:54:06,335 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:54:06,357 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:54:06,358 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:54:24,698 INFO hook.py line 566 8122] Train: [98/100][50/300] Data 0.001 (0.011) Batch 0.091 (0.259) Remain 00:03:40 loss: 2.0232 Lr: 1.17240e-05 +[2025-03-27 17:54:34,156 INFO hook.py line 566 8122] Train: [98/100][100/300] Data 0.005 (0.007) Batch 0.182 (0.223) Remain 00:02:58 loss: 1.8127 Lr: 1.04577e-05 +[2025-03-27 17:54:46,074 INFO hook.py line 566 8122] Train: [98/100][150/300] Data 0.005 (0.006) Batch 0.176 (0.228) Remain 00:02:51 loss: 1.8657 Lr: 9.26698e-06 +[2025-03-27 17:54:57,257 INFO hook.py line 566 8122] Train: [98/100][200/300] Data 0.002 (0.006) Batch 0.157 (0.227) Remain 00:02:38 loss: 2.0516 Lr: 8.15194e-06 +[2025-03-27 17:55:08,600 INFO hook.py line 566 8122] Train: [98/100][250/300] Data 0.001 (0.012) Batch 0.183 (0.227) Remain 00:02:27 loss: 1.8649 Lr: 7.11261e-06 +[2025-03-27 17:55:17,510 INFO hook.py line 566 8122] Train: [98/100][300/300] Data 0.000 (0.013) Batch 0.076 (0.219) Remain 00:02:11 loss: 2.1414 Lr: 6.14901e-06 +[2025-03-27 17:55:17,510 INFO misc.py line 135 8122] Train result: loss: 2.0781 +[2025-03-27 17:55:17,537 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:55:31,436 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8313 +[2025-03-27 17:55:31,476 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5821 +[2025-03-27 17:55:31,509 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6886 +[2025-03-27 17:55:31,553 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2377 +[2025-03-27 17:55:31,593 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7269 +[2025-03-27 17:55:31,649 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8202 +[2025-03-27 17:55:31,697 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6532 +[2025-03-27 17:55:31,721 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0906 +[2025-03-27 17:55:31,763 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4274 +[2025-03-27 17:55:31,912 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3668 +[2025-03-27 17:55:31,954 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6586 +[2025-03-27 17:55:31,988 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4697 +[2025-03-27 17:55:32,032 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5639 +[2025-03-27 17:55:32,069 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1082 +[2025-03-27 17:55:32,102 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1363 +[2025-03-27 17:55:32,147 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1433 +[2025-03-27 17:55:32,185 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4180 +[2025-03-27 17:55:32,214 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9097 +[2025-03-27 17:55:32,257 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5813 +[2025-03-27 17:55:32,288 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4718 +[2025-03-27 17:55:32,320 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0036 +[2025-03-27 17:55:32,358 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0042 +[2025-03-27 17:55:32,385 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8578 +[2025-03-27 17:55:32,427 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6279 +[2025-03-27 17:55:32,469 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0160 +[2025-03-27 17:55:32,510 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4863 +[2025-03-27 17:55:32,556 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0209 +[2025-03-27 17:55:32,586 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2773 +[2025-03-27 17:55:32,614 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0991 +[2025-03-27 17:55:32,665 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5430 +[2025-03-27 17:55:32,720 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5230 +[2025-03-27 17:55:32,754 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2180 +[2025-03-27 17:55:32,809 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1320 +[2025-03-27 17:55:32,844 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7572 +[2025-03-27 17:55:32,878 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2009 +[2025-03-27 17:55:32,913 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6730 +[2025-03-27 17:55:32,946 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5385 +[2025-03-27 17:55:32,974 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2273 +[2025-03-27 17:55:33,031 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0589 +[2025-03-27 17:55:33,076 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1113 +[2025-03-27 17:55:33,117 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6377 +[2025-03-27 17:55:33,149 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3149 +[2025-03-27 17:55:33,181 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7916 +[2025-03-27 17:55:33,233 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3754 +[2025-03-27 17:55:33,264 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1553 +[2025-03-27 17:55:33,310 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7973 +[2025-03-27 17:55:33,345 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9126 +[2025-03-27 17:55:33,375 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8959 +[2025-03-27 17:55:33,403 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3605 +[2025-03-27 17:55:33,431 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7293 +[2025-03-27 17:55:33,456 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1465 +[2025-03-27 17:55:33,487 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9582 +[2025-03-27 17:55:33,510 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1818 +[2025-03-27 17:55:33,540 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3008 +[2025-03-27 17:55:33,573 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9158 +[2025-03-27 17:55:33,608 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1412 +[2025-03-27 17:55:33,637 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8200 +[2025-03-27 17:55:33,660 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7974 +[2025-03-27 17:55:33,696 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4597 +[2025-03-27 17:55:33,726 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5696 +[2025-03-27 17:55:33,747 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5483 +[2025-03-27 17:55:33,777 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6252 +[2025-03-27 17:55:33,809 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6695 +[2025-03-27 17:55:33,860 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9656 +[2025-03-27 17:55:33,885 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2344 +[2025-03-27 17:55:33,925 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8489 +[2025-03-27 17:55:33,960 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5705 +[2025-03-27 17:55:33,989 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7183 +[2025-03-27 17:55:34,015 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7561 +[2025-03-27 17:55:34,066 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6478 +[2025-03-27 17:55:34,104 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9682 +[2025-03-27 17:55:34,150 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1352 +[2025-03-27 17:55:34,195 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2678 +[2025-03-27 17:55:34,232 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2864 +[2025-03-27 17:55:34,278 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2242 +[2025-03-27 17:55:34,304 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5011 +[2025-03-27 17:55:34,355 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3404 +[2025-03-27 17:55:34,379 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3362 +[2025-03-27 17:55:35,522 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:55:35,523 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:55:35,523 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:55:35,523 INFO hook.py line 689 8122] wall : 0.5989 0.9206 +[2025-03-27 17:55:35,523 INFO hook.py line 689 8122] floor : 0.7700 0.9541 +[2025-03-27 17:55:35,523 INFO hook.py line 689 8122] cabinet : 0.0813 0.0950 +[2025-03-27 17:55:35,523 INFO hook.py line 689 8122] bed : 0.1430 0.1788 +[2025-03-27 17:55:35,523 INFO hook.py line 689 8122] chair : 0.5014 0.6999 +[2025-03-27 17:55:35,523 INFO hook.py line 689 8122] sofa : 0.1727 0.2160 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] table : 0.3008 0.4733 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] door : 0.1058 0.1200 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] window : 0.2108 0.2578 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] bookshelf : 0.0848 0.0940 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] picture : 0.2141 0.3725 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] counter : 0.0262 0.0293 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] desk : 0.0100 0.0105 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] curtain : 0.1368 0.1514 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:55:35,524 INFO hook.py line 689 8122] shower curtain : 0.1463 0.1821 +[2025-03-27 17:55:35,525 INFO hook.py line 689 8122] toilet : 0.3366 0.5392 +[2025-03-27 17:55:35,525 INFO hook.py line 689 8122] sink : 0.3193 0.4489 +[2025-03-27 17:55:35,525 INFO hook.py line 689 8122] bathtub : 0.1143 0.1428 +[2025-03-27 17:55:35,525 INFO hook.py line 689 8122] otherfurniture : 0.1190 0.1411 +[2025-03-27 17:55:35,525 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:55:35,525 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2196/0.3014/0.6609. +[2025-03-27 17:55:35,526 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:55:35,550 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:55:35,550 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:55:51,894 INFO hook.py line 566 8122] Train: [99/100][50/300] Data 0.002 (0.022) Batch 0.178 (0.236) Remain 00:02:09 loss: 1.9577 Lr: 5.26118e-06 +[2025-03-27 17:56:03,786 INFO hook.py line 566 8122] Train: [99/100][100/300] Data 0.002 (0.029) Batch 0.108 (0.237) Remain 00:01:58 loss: 2.3245 Lr: 4.44914e-06 +[2025-03-27 17:56:14,501 INFO hook.py line 566 8122] Train: [99/100][150/300] Data 0.003 (0.021) Batch 0.225 (0.229) Remain 00:01:43 loss: 1.9609 Lr: 3.71291e-06 +[2025-03-27 17:56:26,035 INFO hook.py line 566 8122] Train: [99/100][200/300] Data 0.009 (0.021) Batch 0.173 (0.230) Remain 00:01:31 loss: 2.0568 Lr: 3.05253e-06 +[2025-03-27 17:56:38,760 INFO hook.py line 566 8122] Train: [99/100][250/300] Data 0.002 (0.023) Batch 0.114 (0.235) Remain 00:01:22 loss: 2.2269 Lr: 2.46800e-06 +[2025-03-27 17:56:45,800 INFO hook.py line 566 8122] Train: [99/100][300/300] Data 0.000 (0.021) Batch 0.087 (0.219) Remain 00:01:05 loss: 2.2785 Lr: 1.95934e-06 +[2025-03-27 17:56:45,800 INFO misc.py line 135 8122] Train result: loss: 2.0780 +[2025-03-27 17:56:45,837 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:56:59,661 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8406 +[2025-03-27 17:56:59,784 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5805 +[2025-03-27 17:56:59,814 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6844 +[2025-03-27 17:56:59,858 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2372 +[2025-03-27 17:56:59,888 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7272 +[2025-03-27 17:56:59,943 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8167 +[2025-03-27 17:56:59,992 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6495 +[2025-03-27 17:57:00,020 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0905 +[2025-03-27 17:57:00,064 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4255 +[2025-03-27 17:57:00,102 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3656 +[2025-03-27 17:57:00,144 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6569 +[2025-03-27 17:57:00,174 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4656 +[2025-03-27 17:57:00,217 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5619 +[2025-03-27 17:57:00,252 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1199 +[2025-03-27 17:57:00,285 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1357 +[2025-03-27 17:57:00,327 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1506 +[2025-03-27 17:57:00,374 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4140 +[2025-03-27 17:57:00,404 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9053 +[2025-03-27 17:57:00,446 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5836 +[2025-03-27 17:57:00,479 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4720 +[2025-03-27 17:57:00,512 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0008 +[2025-03-27 17:57:00,549 INFO hook.py line 746 8122] Test: [22/78] Loss 1.9998 +[2025-03-27 17:57:00,578 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8574 +[2025-03-27 17:57:00,619 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6294 +[2025-03-27 17:57:00,662 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0138 +[2025-03-27 17:57:00,700 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4865 +[2025-03-27 17:57:00,747 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0253 +[2025-03-27 17:57:00,784 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2797 +[2025-03-27 17:57:00,815 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0937 +[2025-03-27 17:57:00,863 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5441 +[2025-03-27 17:57:00,917 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5236 +[2025-03-27 17:57:00,951 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2197 +[2025-03-27 17:57:00,998 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1302 +[2025-03-27 17:57:01,032 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7588 +[2025-03-27 17:57:01,065 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2018 +[2025-03-27 17:57:01,099 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6735 +[2025-03-27 17:57:01,137 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5319 +[2025-03-27 17:57:01,169 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2216 +[2025-03-27 17:57:01,227 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0559 +[2025-03-27 17:57:01,273 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1105 +[2025-03-27 17:57:01,313 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6367 +[2025-03-27 17:57:01,342 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3190 +[2025-03-27 17:57:01,378 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7946 +[2025-03-27 17:57:01,431 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3733 +[2025-03-27 17:57:01,459 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1589 +[2025-03-27 17:57:01,501 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7961 +[2025-03-27 17:57:01,536 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9122 +[2025-03-27 17:57:01,567 INFO hook.py line 746 8122] Test: [48/78] Loss 1.8952 +[2025-03-27 17:57:01,595 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3584 +[2025-03-27 17:57:01,621 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7271 +[2025-03-27 17:57:01,646 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1454 +[2025-03-27 17:57:01,676 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9554 +[2025-03-27 17:57:01,698 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1813 +[2025-03-27 17:57:01,727 INFO hook.py line 746 8122] Test: [54/78] Loss 2.2958 +[2025-03-27 17:57:01,759 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9148 +[2025-03-27 17:57:01,795 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1404 +[2025-03-27 17:57:01,823 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8198 +[2025-03-27 17:57:01,845 INFO hook.py line 746 8122] Test: [58/78] Loss 1.8056 +[2025-03-27 17:57:01,881 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4619 +[2025-03-27 17:57:01,910 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5721 +[2025-03-27 17:57:01,930 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5485 +[2025-03-27 17:57:01,961 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6241 +[2025-03-27 17:57:01,993 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6690 +[2025-03-27 17:57:02,044 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9673 +[2025-03-27 17:57:02,069 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2355 +[2025-03-27 17:57:02,105 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8469 +[2025-03-27 17:57:02,140 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5756 +[2025-03-27 17:57:02,170 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7138 +[2025-03-27 17:57:02,195 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7546 +[2025-03-27 17:57:02,246 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6494 +[2025-03-27 17:57:02,284 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9659 +[2025-03-27 17:57:02,332 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1332 +[2025-03-27 17:57:02,377 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2691 +[2025-03-27 17:57:02,414 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2864 +[2025-03-27 17:57:02,459 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2286 +[2025-03-27 17:57:02,484 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5019 +[2025-03-27 17:57:02,536 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3384 +[2025-03-27 17:57:02,560 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3390 +[2025-03-27 17:57:03,705 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:57:03,706 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:57:03,706 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] wall : 0.5991 0.9206 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] floor : 0.7701 0.9540 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] cabinet : 0.0817 0.0954 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] bed : 0.1426 0.1784 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] chair : 0.5015 0.7000 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] sofa : 0.1723 0.2153 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] table : 0.3008 0.4735 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] door : 0.1061 0.1204 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] window : 0.2110 0.2577 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] bookshelf : 0.0848 0.0941 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] picture : 0.2131 0.3711 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] counter : 0.0262 0.0293 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] desk : 0.0102 0.0107 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] curtain : 0.1364 0.1510 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] shower curtain : 0.1458 0.1813 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] toilet : 0.3362 0.5388 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] sink : 0.3207 0.4498 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] bathtub : 0.1135 0.1419 +[2025-03-27 17:57:03,706 INFO hook.py line 689 8122] otherfurniture : 0.1192 0.1415 +[2025-03-27 17:57:03,706 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:57:03,706 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2196/0.3013/0.6609. +[2025-03-27 17:57:03,706 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:57:03,726 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:57:03,727 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:57:20,843 INFO hook.py line 566 8122] Train: [100/100][50/300] Data 0.010 (0.005) Batch 1.036 (0.250) Remain 00:01:02 loss: 2.1961 Lr: 1.52658e-06 +[2025-03-27 17:57:31,550 INFO hook.py line 566 8122] Train: [100/100][100/300] Data 0.003 (0.015) Batch 0.134 (0.231) Remain 00:00:46 loss: 2.3140 Lr: 1.16972e-06 +[2025-03-27 17:57:43,601 INFO hook.py line 566 8122] Train: [100/100][150/300] Data 0.005 (0.021) Batch 0.246 (0.235) Remain 00:00:35 loss: 2.1525 Lr: 8.88781e-07 +[2025-03-27 17:57:56,055 INFO hook.py line 566 8122] Train: [100/100][200/300] Data 0.002 (0.016) Batch 0.107 (0.238) Remain 00:00:23 loss: 2.1310 Lr: 6.83762e-07 +[2025-03-27 17:58:06,368 INFO hook.py line 566 8122] Train: [100/100][250/300] Data 0.006 (0.014) Batch 0.182 (0.232) Remain 00:00:11 loss: 1.9362 Lr: 5.54674e-07 +[2025-03-27 17:58:14,058 INFO hook.py line 566 8122] Train: [100/100][300/300] Data 0.001 (0.014) Batch 0.076 (0.219) Remain 00:00:00 loss: 1.9565 Lr: 5.01519e-07 +[2025-03-27 17:58:14,058 INFO misc.py line 135 8122] Train result: loss: 2.0814 +[2025-03-27 17:58:14,099 INFO hook.py line 699 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:58:27,303 INFO hook.py line 746 8122] Test: [1/78] Loss 1.8365 +[2025-03-27 17:58:28,130 INFO hook.py line 746 8122] Test: [2/78] Loss 1.5844 +[2025-03-27 17:58:28,171 INFO hook.py line 746 8122] Test: [3/78] Loss 1.6829 +[2025-03-27 17:58:28,215 INFO hook.py line 746 8122] Test: [4/78] Loss 1.2400 +[2025-03-27 17:58:28,250 INFO hook.py line 746 8122] Test: [5/78] Loss 1.7283 +[2025-03-27 17:58:28,301 INFO hook.py line 746 8122] Test: [6/78] Loss 1.8151 +[2025-03-27 17:58:28,348 INFO hook.py line 746 8122] Test: [7/78] Loss 1.6527 +[2025-03-27 17:58:28,373 INFO hook.py line 746 8122] Test: [8/78] Loss 1.0838 +[2025-03-27 17:58:28,413 INFO hook.py line 746 8122] Test: [9/78] Loss 1.4300 +[2025-03-27 17:58:28,449 INFO hook.py line 746 8122] Test: [10/78] Loss 2.3629 +[2025-03-27 17:58:28,491 INFO hook.py line 746 8122] Test: [11/78] Loss 1.6643 +[2025-03-27 17:58:28,529 INFO hook.py line 746 8122] Test: [12/78] Loss 1.4780 +[2025-03-27 17:58:28,572 INFO hook.py line 746 8122] Test: [13/78] Loss 2.5673 +[2025-03-27 17:58:28,611 INFO hook.py line 746 8122] Test: [14/78] Loss 2.1250 +[2025-03-27 17:58:28,653 INFO hook.py line 746 8122] Test: [15/78] Loss 2.1385 +[2025-03-27 17:58:28,696 INFO hook.py line 746 8122] Test: [16/78] Loss 1.1554 +[2025-03-27 17:58:28,733 INFO hook.py line 746 8122] Test: [17/78] Loss 1.4181 +[2025-03-27 17:58:28,763 INFO hook.py line 746 8122] Test: [18/78] Loss 1.9091 +[2025-03-27 17:58:28,803 INFO hook.py line 746 8122] Test: [19/78] Loss 1.5801 +[2025-03-27 17:58:28,835 INFO hook.py line 746 8122] Test: [20/78] Loss 1.4797 +[2025-03-27 17:58:28,873 INFO hook.py line 746 8122] Test: [21/78] Loss 1.0015 +[2025-03-27 17:58:28,911 INFO hook.py line 746 8122] Test: [22/78] Loss 2.0038 +[2025-03-27 17:58:28,942 INFO hook.py line 746 8122] Test: [23/78] Loss 1.8669 +[2025-03-27 17:58:28,982 INFO hook.py line 746 8122] Test: [24/78] Loss 1.6362 +[2025-03-27 17:58:29,019 INFO hook.py line 746 8122] Test: [25/78] Loss 2.0125 +[2025-03-27 17:58:29,056 INFO hook.py line 746 8122] Test: [26/78] Loss 1.4885 +[2025-03-27 17:58:29,107 INFO hook.py line 746 8122] Test: [27/78] Loss 2.0299 +[2025-03-27 17:58:29,146 INFO hook.py line 746 8122] Test: [28/78] Loss 2.2837 +[2025-03-27 17:58:29,171 INFO hook.py line 746 8122] Test: [29/78] Loss 1.0995 +[2025-03-27 17:58:29,219 INFO hook.py line 746 8122] Test: [30/78] Loss 1.5472 +[2025-03-27 17:58:29,273 INFO hook.py line 746 8122] Test: [31/78] Loss 1.5314 +[2025-03-27 17:58:29,308 INFO hook.py line 746 8122] Test: [32/78] Loss 2.2172 +[2025-03-27 17:58:29,356 INFO hook.py line 746 8122] Test: [33/78] Loss 1.1328 +[2025-03-27 17:58:29,390 INFO hook.py line 746 8122] Test: [34/78] Loss 1.7541 +[2025-03-27 17:58:29,423 INFO hook.py line 746 8122] Test: [35/78] Loss 1.2056 +[2025-03-27 17:58:29,462 INFO hook.py line 746 8122] Test: [36/78] Loss 1.6710 +[2025-03-27 17:58:29,495 INFO hook.py line 746 8122] Test: [37/78] Loss 1.5378 +[2025-03-27 17:58:29,523 INFO hook.py line 746 8122] Test: [38/78] Loss 1.2293 +[2025-03-27 17:58:29,581 INFO hook.py line 746 8122] Test: [39/78] Loss 2.0557 +[2025-03-27 17:58:29,634 INFO hook.py line 746 8122] Test: [40/78] Loss 2.1136 +[2025-03-27 17:58:29,679 INFO hook.py line 746 8122] Test: [41/78] Loss 1.6294 +[2025-03-27 17:58:29,706 INFO hook.py line 746 8122] Test: [42/78] Loss 2.3279 +[2025-03-27 17:58:29,743 INFO hook.py line 746 8122] Test: [43/78] Loss 1.7884 +[2025-03-27 17:58:29,798 INFO hook.py line 746 8122] Test: [44/78] Loss 1.3788 +[2025-03-27 17:58:29,827 INFO hook.py line 746 8122] Test: [45/78] Loss 2.1513 +[2025-03-27 17:58:29,869 INFO hook.py line 746 8122] Test: [46/78] Loss 1.7910 +[2025-03-27 17:58:29,904 INFO hook.py line 746 8122] Test: [47/78] Loss 1.9139 +[2025-03-27 17:58:29,934 INFO hook.py line 746 8122] Test: [48/78] Loss 1.9003 +[2025-03-27 17:58:29,962 INFO hook.py line 746 8122] Test: [49/78] Loss 2.3641 +[2025-03-27 17:58:29,990 INFO hook.py line 746 8122] Test: [50/78] Loss 1.7257 +[2025-03-27 17:58:30,015 INFO hook.py line 746 8122] Test: [51/78] Loss 2.1460 +[2025-03-27 17:58:30,044 INFO hook.py line 746 8122] Test: [52/78] Loss 1.9575 +[2025-03-27 17:58:30,066 INFO hook.py line 746 8122] Test: [53/78] Loss 1.1828 +[2025-03-27 17:58:30,096 INFO hook.py line 746 8122] Test: [54/78] Loss 2.3020 +[2025-03-27 17:58:30,129 INFO hook.py line 746 8122] Test: [55/78] Loss 0.9176 +[2025-03-27 17:58:30,165 INFO hook.py line 746 8122] Test: [56/78] Loss 1.1395 +[2025-03-27 17:58:30,193 INFO hook.py line 746 8122] Test: [57/78] Loss 1.8205 +[2025-03-27 17:58:30,216 INFO hook.py line 746 8122] Test: [58/78] Loss 1.7971 +[2025-03-27 17:58:30,252 INFO hook.py line 746 8122] Test: [59/78] Loss 1.4626 +[2025-03-27 17:58:30,282 INFO hook.py line 746 8122] Test: [60/78] Loss 1.5764 +[2025-03-27 17:58:30,304 INFO hook.py line 746 8122] Test: [61/78] Loss 2.5487 +[2025-03-27 17:58:30,335 INFO hook.py line 746 8122] Test: [62/78] Loss 1.6219 +[2025-03-27 17:58:30,368 INFO hook.py line 746 8122] Test: [63/78] Loss 1.6696 +[2025-03-27 17:58:30,423 INFO hook.py line 746 8122] Test: [64/78] Loss 1.9701 +[2025-03-27 17:58:30,449 INFO hook.py line 746 8122] Test: [65/78] Loss 2.2320 +[2025-03-27 17:58:30,484 INFO hook.py line 746 8122] Test: [66/78] Loss 1.8447 +[2025-03-27 17:58:30,519 INFO hook.py line 746 8122] Test: [67/78] Loss 1.5753 +[2025-03-27 17:58:30,549 INFO hook.py line 746 8122] Test: [68/78] Loss 1.7171 +[2025-03-27 17:58:30,575 INFO hook.py line 746 8122] Test: [69/78] Loss 0.7631 +[2025-03-27 17:58:30,625 INFO hook.py line 746 8122] Test: [70/78] Loss 1.6517 +[2025-03-27 17:58:30,665 INFO hook.py line 746 8122] Test: [71/78] Loss 1.9691 +[2025-03-27 17:58:30,711 INFO hook.py line 746 8122] Test: [72/78] Loss 1.1361 +[2025-03-27 17:58:30,755 INFO hook.py line 746 8122] Test: [73/78] Loss 1.2701 +[2025-03-27 17:58:30,791 INFO hook.py line 746 8122] Test: [74/78] Loss 2.2854 +[2025-03-27 17:58:30,836 INFO hook.py line 746 8122] Test: [75/78] Loss 1.2347 +[2025-03-27 17:58:30,860 INFO hook.py line 746 8122] Test: [76/78] Loss 1.5059 +[2025-03-27 17:58:30,911 INFO hook.py line 746 8122] Test: [77/78] Loss 1.3426 +[2025-03-27 17:58:30,934 INFO hook.py line 746 8122] Test: [78/78] Loss 1.3434 +[2025-03-27 17:58:32,126 INFO hook.py line 674 8122] ######################################## +[2025-03-27 17:58:32,126 INFO hook.py line 679 8122] what : mIoU Acc +[2025-03-27 17:58:32,126 INFO hook.py line 680 8122] ######################################## +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] wall : 0.5988 0.9207 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] floor : 0.7700 0.9539 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] cabinet : 0.0815 0.0953 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] bed : 0.1432 0.1791 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] chair : 0.5016 0.6994 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] sofa : 0.1725 0.2156 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] table : 0.3005 0.4736 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] door : 0.1058 0.1200 +[2025-03-27 17:58:32,127 INFO hook.py line 689 8122] window : 0.2093 0.2556 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] bookshelf : 0.0848 0.0941 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] picture : 0.2135 0.3710 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] counter : 0.0258 0.0287 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] desk : 0.0101 0.0106 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] curtain : 0.1365 0.1511 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] refridgerator : 0.0004 0.0004 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] shower curtain : 0.1458 0.1813 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] toilet : 0.3363 0.5393 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] sink : 0.3202 0.4483 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] bathtub : 0.1136 0.1421 +[2025-03-27 17:58:32,128 INFO hook.py line 689 8122] otherfurniture : 0.1188 0.1410 +[2025-03-27 17:58:32,128 INFO hook.py line 690 8122] ######################################## +[2025-03-27 17:58:32,129 INFO hook.py line 691 8122] Overall: mIoU/mAcc/allAcc 0.2194/0.3011/0.6608. +[2025-03-27 17:58:32,129 INFO hook.py line 763 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-27 17:58:32,153 INFO misc.py line 164 8122] Currently Best mIoU: 0.2209 +[2025-03-27 17:58:32,154 INFO misc.py line 173 8122] Saving checkpoint to: exp/scannet/semseg-spunet-base-lin/model/model_last.pth +[2025-03-27 17:58:32,393 INFO hook.py line 769 8122] Best mIoU: 0.2209 +[2025-03-27 17:58:32,393 INFO misc.py line 259 8122] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:58:32,394 INFO test.py line 41 8122] => Loading config ... +[2025-03-27 17:58:32,394 INFO test.py line 53 8122] => Building test dataset & dataloader ... +[2025-03-27 17:58:32,395 INFO defaults.py line 68 8122] Totally 312 x 1 samples in scannet val set. +[2025-03-27 17:58:32,395 INFO misc.py line 270 8122] => Testing on model_best ... +[2025-03-27 17:58:32,590 INFO test.py line 119 8122] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-27 17:58:42,429 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-03-27 17:58:42,448 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-03-27 17:58:42,464 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 2/109 +[2025-03-27 17:58:42,480 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 3/109 +[2025-03-27 17:58:42,496 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 4/109 +[2025-03-27 17:58:42,513 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 5/109 +[2025-03-27 17:58:42,530 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 6/109 +[2025-03-27 17:58:42,546 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 7/109 +[2025-03-27 17:58:42,563 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 8/109 +[2025-03-27 17:58:42,579 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 9/109 +[2025-03-27 17:58:42,595 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+[2025-03-27 17:58:42,776 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 21/109 +[2025-03-27 17:58:42,792 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 22/109 +[2025-03-27 17:58:42,809 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 23/109 +[2025-03-27 17:58:42,826 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 24/109 +[2025-03-27 17:58:42,842 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 25/109 +[2025-03-27 17:58:42,859 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 26/109 +[2025-03-27 17:58:42,875 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 27/109 +[2025-03-27 17:58:42,892 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 28/109 +[2025-03-27 17:58:42,908 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 29/109 +[2025-03-27 17:58:42,925 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 30/109 +[2025-03-27 17:58:42,942 INFO test.py line 201 8122] Test: 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+[2025-03-27 17:58:43,836 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 85/109 +[2025-03-27 17:58:43,852 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 86/109 +[2025-03-27 17:58:43,868 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 87/109 +[2025-03-27 17:58:43,884 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 88/109 +[2025-03-27 17:58:43,900 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 89/109 +[2025-03-27 17:58:43,917 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 90/109 +[2025-03-27 17:58:43,933 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 91/109 +[2025-03-27 17:58:43,950 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 92/109 +[2025-03-27 17:58:43,967 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 93/109 +[2025-03-27 17:58:43,983 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 94/109 +[2025-03-27 17:58:44,000 INFO test.py line 201 8122] Test: 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test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 106/109 +[2025-03-27 17:58:44,200 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 107/109 +[2025-03-27 17:58:44,217 INFO test.py line 201 8122] Test: 1/78-scene0406_02, Batch: 108/109 +[2025-03-27 17:58:44,246 INFO test.py line 291 8122] Test: scene0406_02 [1/78]-41752 Batch 1.841 (1.841) Accuracy 0.6583 (0.2748) mIoU 0.2346 (0.2229) +[2025-03-27 17:58:46,400 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 0/134 +[2025-03-27 17:58:46,457 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 1/134 +[2025-03-27 17:58:46,500 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 2/134 +[2025-03-27 17:58:46,545 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 3/134 +[2025-03-27 17:58:46,588 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 4/134 +[2025-03-27 17:58:46,630 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 5/134 +[2025-03-27 17:58:46,673 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 6/134 +[2025-03-27 17:58:46,720 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 7/134 +[2025-03-27 17:58:46,764 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 8/134 +[2025-03-27 17:58:46,810 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 9/134 +[2025-03-27 17:58:46,853 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 10/134 +[2025-03-27 17:58:46,896 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 11/134 +[2025-03-27 17:58:46,931 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 12/134 +[2025-03-27 17:58:46,969 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 13/134 +[2025-03-27 17:58:47,004 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 14/134 +[2025-03-27 17:58:47,041 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 15/134 +[2025-03-27 17:58:47,134 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 16/134 +[2025-03-27 17:58:47,263 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 17/134 +[2025-03-27 17:58:47,438 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 18/134 +[2025-03-27 17:58:47,517 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 19/134 +[2025-03-27 17:58:47,566 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 20/134 +[2025-03-27 17:58:47,601 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 21/134 +[2025-03-27 17:58:47,635 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 22/134 +[2025-03-27 17:58:47,668 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 23/134 +[2025-03-27 17:58:47,702 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 24/134 +[2025-03-27 17:58:47,736 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 25/134 +[2025-03-27 17:58:47,770 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 26/134 +[2025-03-27 17:58:47,803 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 27/134 +[2025-03-27 17:58:47,836 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 28/134 +[2025-03-27 17:58:47,869 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 29/134 +[2025-03-27 17:58:47,903 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 30/134 +[2025-03-27 17:58:47,936 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 31/134 +[2025-03-27 17:58:47,969 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 32/134 +[2025-03-27 17:58:48,002 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 33/134 +[2025-03-27 17:58:48,036 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 34/134 +[2025-03-27 17:58:48,069 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 35/134 +[2025-03-27 17:58:48,107 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 36/134 +[2025-03-27 17:58:48,147 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 37/134 +[2025-03-27 17:58:48,187 INFO test.py line 201 8122] Test: 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test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 49/134 +[2025-03-27 17:58:48,823 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 50/134 +[2025-03-27 17:58:49,052 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 51/134 +[2025-03-27 17:58:49,266 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 52/134 +[2025-03-27 17:58:49,448 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 53/134 +[2025-03-27 17:58:49,774 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 54/134 +[2025-03-27 17:58:49,986 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 55/134 +[2025-03-27 17:58:50,043 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 56/134 +[2025-03-27 17:58:50,083 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 57/134 +[2025-03-27 17:58:50,122 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 58/134 +[2025-03-27 17:58:50,163 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 59/134 +[2025-03-27 17:58:50,200 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 60/134 +[2025-03-27 17:58:50,239 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 61/134 +[2025-03-27 17:58:50,276 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 62/134 +[2025-03-27 17:58:50,313 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 63/134 +[2025-03-27 17:58:50,348 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 64/134 +[2025-03-27 17:58:50,383 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 65/134 +[2025-03-27 17:58:50,419 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 66/134 +[2025-03-27 17:58:50,455 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 67/134 +[2025-03-27 17:58:50,490 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 68/134 +[2025-03-27 17:58:50,524 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 69/134 +[2025-03-27 17:58:50,559 INFO test.py line 201 8122] Test: 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+[2025-03-27 17:58:51,311 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 92/134 +[2025-03-27 17:58:51,345 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 93/134 +[2025-03-27 17:58:51,379 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 94/134 +[2025-03-27 17:58:51,414 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 95/134 +[2025-03-27 17:58:51,448 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 96/134 +[2025-03-27 17:58:51,483 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 97/134 +[2025-03-27 17:58:51,517 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 98/134 +[2025-03-27 17:58:51,551 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 99/134 +[2025-03-27 17:58:51,586 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 100/134 +[2025-03-27 17:58:51,621 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 101/134 +[2025-03-27 17:58:51,655 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 113/134 +[2025-03-27 17:58:52,081 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 114/134 +[2025-03-27 17:58:52,116 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 115/134 +[2025-03-27 17:58:52,151 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 116/134 +[2025-03-27 17:58:52,186 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 117/134 +[2025-03-27 17:58:52,221 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 118/134 +[2025-03-27 17:58:52,258 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 119/134 +[2025-03-27 17:58:52,294 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 120/134 +[2025-03-27 17:58:52,330 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 121/134 +[2025-03-27 17:58:52,366 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-03-27 17:58:52,403 INFO test.py line 201 8122] Test: 2/78-scene0593_00, Batch: 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8122] Test: scene0593_00 [2/78]-211902 Batch 6.648 (4.244) Accuracy 0.6941 (0.3237) mIoU 0.1673 (0.2529) +[2025-03-27 17:58:53,016 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-03-27 17:58:53,044 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-03-27 17:58:53,070 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-03-27 17:58:53,095 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-03-27 17:58:53,120 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 4/143 +[2025-03-27 17:58:53,145 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 5/143 +[2025-03-27 17:58:53,168 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 6/143 +[2025-03-27 17:58:53,194 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 7/143 +[2025-03-27 17:58:53,223 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 8/143 +[2025-03-27 17:58:53,248 INFO test.py line 201 8122] Test: 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line 201 8122] Test: 3/78-scene0356_01, Batch: 20/143 +[2025-03-27 17:58:53,568 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 21/143 +[2025-03-27 17:58:53,594 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 22/143 +[2025-03-27 17:58:53,622 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 23/143 +[2025-03-27 17:58:53,657 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 24/143 +[2025-03-27 17:58:53,682 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 25/143 +[2025-03-27 17:58:53,707 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 26/143 +[2025-03-27 17:58:53,731 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 27/143 +[2025-03-27 17:58:53,755 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 28/143 +[2025-03-27 17:58:53,781 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 29/143 +[2025-03-27 17:58:53,808 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 30/143 +[2025-03-27 17:58:53,833 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 31/143 +[2025-03-27 17:58:53,859 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 32/143 +[2025-03-27 17:58:53,887 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 33/143 +[2025-03-27 17:58:53,913 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 34/143 +[2025-03-27 17:58:53,941 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 35/143 +[2025-03-27 17:58:53,968 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 36/143 +[2025-03-27 17:58:53,996 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 37/143 +[2025-03-27 17:58:54,024 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 38/143 +[2025-03-27 17:58:54,052 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 39/143 +[2025-03-27 17:58:54,079 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 40/143 +[2025-03-27 17:58:54,108 INFO test.py line 201 8122] Test: 3/78-scene0356_01, 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+[2025-03-27 17:58:56,141 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 106/143 +[2025-03-27 17:58:56,169 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-03-27 17:58:56,196 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 108/143 +[2025-03-27 17:58:56,225 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 109/143 +[2025-03-27 17:58:56,259 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 110/143 +[2025-03-27 17:58:56,287 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 111/143 +[2025-03-27 17:58:56,313 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 112/143 +[2025-03-27 17:58:56,343 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 113/143 +[2025-03-27 17:58:56,369 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 114/143 +[2025-03-27 17:58:56,397 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 115/143 +[2025-03-27 17:58:56,442 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 127/143 +[2025-03-27 17:58:56,758 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 128/143 +[2025-03-27 17:58:56,785 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 129/143 +[2025-03-27 17:58:56,812 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 130/143 +[2025-03-27 17:58:56,840 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 131/143 +[2025-03-27 17:58:56,866 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 132/143 +[2025-03-27 17:58:56,893 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 133/143 +[2025-03-27 17:58:56,919 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 134/143 +[2025-03-27 17:58:56,946 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 135/143 +[2025-03-27 17:58:56,975 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 136/143 +[2025-03-27 17:58:57,002 INFO test.py line 201 8122] Test: 3/78-scene0356_01, Batch: 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+[2025-03-27 17:58:57,430 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 4/142 +[2025-03-27 17:58:57,472 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 5/142 +[2025-03-27 17:58:57,502 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 6/142 +[2025-03-27 17:58:57,532 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 7/142 +[2025-03-27 17:58:57,565 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 8/142 +[2025-03-27 17:58:57,596 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 9/142 +[2025-03-27 17:58:57,627 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 10/142 +[2025-03-27 17:58:57,657 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 11/142 +[2025-03-27 17:58:57,688 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 12/142 +[2025-03-27 17:58:57,719 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 13/142 +[2025-03-27 17:58:57,749 INFO test.py line 201 8122] Test: 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+[2025-03-27 17:58:58,449 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 36/142 +[2025-03-27 17:58:58,479 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 37/142 +[2025-03-27 17:58:58,509 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 38/142 +[2025-03-27 17:58:58,542 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 39/142 +[2025-03-27 17:58:58,572 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 40/142 +[2025-03-27 17:58:58,600 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 41/142 +[2025-03-27 17:58:58,629 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 42/142 +[2025-03-27 17:58:58,657 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 43/142 +[2025-03-27 17:58:58,689 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 44/142 +[2025-03-27 17:58:58,719 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 45/142 +[2025-03-27 17:58:58,749 INFO test.py line 201 8122] Test: 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+[2025-03-27 17:58:59,631 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 68/142 +[2025-03-27 17:58:59,663 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 69/142 +[2025-03-27 17:58:59,696 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 70/142 +[2025-03-27 17:58:59,727 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 71/142 +[2025-03-27 17:58:59,758 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 72/142 +[2025-03-27 17:58:59,790 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 73/142 +[2025-03-27 17:58:59,821 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 74/142 +[2025-03-27 17:58:59,850 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 75/142 +[2025-03-27 17:58:59,880 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 76/142 +[2025-03-27 17:58:59,912 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 77/142 +[2025-03-27 17:58:59,943 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 121/142 +[2025-03-27 17:59:01,332 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 122/142 +[2025-03-27 17:59:01,360 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 123/142 +[2025-03-27 17:59:01,388 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 124/142 +[2025-03-27 17:59:01,416 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 125/142 +[2025-03-27 17:59:01,445 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 126/142 +[2025-03-27 17:59:01,477 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 127/142 +[2025-03-27 17:59:01,506 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 128/142 +[2025-03-27 17:59:01,535 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 129/142 +[2025-03-27 17:59:01,564 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 130/142 +[2025-03-27 17:59:01,595 INFO test.py line 201 8122] Test: 4/78-scene0578_02, Batch: 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8122] Test: scene0578_02 [4/78]-128553 Batch 4.792 (4.385) Accuracy 0.8003 (0.3761) mIoU 0.2087 (0.2776) +[2025-03-27 17:59:02,076 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-03-27 17:59:02,106 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-03-27 17:59:02,135 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-03-27 17:59:02,166 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-03-27 17:59:02,194 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-03-27 17:59:02,222 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 5/113 +[2025-03-27 17:59:02,251 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 6/113 +[2025-03-27 17:59:02,279 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 7/113 +[2025-03-27 17:59:02,308 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 8/113 +[2025-03-27 17:59:02,336 INFO test.py line 201 8122] Test: 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line 201 8122] Test: 5/78-scene0077_01, Batch: 20/113 +[2025-03-27 17:59:02,673 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 21/113 +[2025-03-27 17:59:02,702 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 22/113 +[2025-03-27 17:59:02,732 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 23/113 +[2025-03-27 17:59:02,761 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 24/113 +[2025-03-27 17:59:02,790 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 25/113 +[2025-03-27 17:59:02,820 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 26/113 +[2025-03-27 17:59:02,849 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 27/113 +[2025-03-27 17:59:02,880 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 28/113 +[2025-03-27 17:59:02,909 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 29/113 +[2025-03-27 17:59:02,939 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 30/113 +[2025-03-27 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+[2025-03-27 17:59:04,228 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 74/113 +[2025-03-27 17:59:04,257 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 75/113 +[2025-03-27 17:59:04,284 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 76/113 +[2025-03-27 17:59:04,311 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-03-27 17:59:04,343 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-03-27 17:59:04,369 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-03-27 17:59:04,393 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 80/113 +[2025-03-27 17:59:04,435 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 81/113 +[2025-03-27 17:59:04,471 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 82/113 +[2025-03-27 17:59:04,504 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 83/113 +[2025-03-27 17:59:04,531 INFO test.py line 201 8122] Test: 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test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 95/113 +[2025-03-27 17:59:04,861 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 96/113 +[2025-03-27 17:59:04,888 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 97/113 +[2025-03-27 17:59:04,915 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 98/113 +[2025-03-27 17:59:04,942 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-03-27 17:59:04,970 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-03-27 17:59:04,997 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-03-27 17:59:05,025 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-03-27 17:59:05,052 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-03-27 17:59:05,082 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-03-27 17:59:05,109 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-03-27 17:59:05,140 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-03-27 17:59:05,167 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-03-27 17:59:05,194 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-03-27 17:59:05,221 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-03-27 17:59:05,248 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-03-27 17:59:05,276 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 111/113 +[2025-03-27 17:59:05,304 INFO test.py line 201 8122] Test: 5/78-scene0077_01, Batch: 112/113 +[2025-03-27 17:59:05,399 INFO test.py line 291 8122] Test: scene0077_01 [5/78]-90381 Batch 3.359 (4.180) Accuracy 0.6667 (0.3785) mIoU 0.1803 (0.2771) +[2025-03-27 17:59:05,434 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 0/121 +[2025-03-27 17:59:05,461 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 1/121 +[2025-03-27 17:59:05,489 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 2/121 +[2025-03-27 17:59:05,516 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 3/121 +[2025-03-27 17:59:05,543 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 4/121 +[2025-03-27 17:59:05,571 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 5/121 +[2025-03-27 17:59:05,599 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 6/121 +[2025-03-27 17:59:05,627 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 7/121 +[2025-03-27 17:59:05,654 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 8/121 +[2025-03-27 17:59:05,681 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 9/121 +[2025-03-27 17:59:05,709 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 10/121 +[2025-03-27 17:59:05,735 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 11/121 +[2025-03-27 17:59:05,765 INFO test.py line 201 8122] Test: 6/78-scene0382_01, 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Test: 6/78-scene0382_01, Batch: 23/121 +[2025-03-27 17:59:06,064 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 24/121 +[2025-03-27 17:59:06,092 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 25/121 +[2025-03-27 17:59:06,120 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 26/121 +[2025-03-27 17:59:06,147 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 27/121 +[2025-03-27 17:59:06,174 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 28/121 +[2025-03-27 17:59:06,203 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 29/121 +[2025-03-27 17:59:06,229 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 30/121 +[2025-03-27 17:59:06,255 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 31/121 +[2025-03-27 17:59:06,286 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 32/121 +[2025-03-27 17:59:06,322 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 33/121 +[2025-03-27 17:59:06,363 INFO 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+[2025-03-27 17:59:06,671 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 45/121 +[2025-03-27 17:59:06,696 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 46/121 +[2025-03-27 17:59:06,721 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 47/121 +[2025-03-27 17:59:06,749 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 48/121 +[2025-03-27 17:59:06,777 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 49/121 +[2025-03-27 17:59:06,806 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 50/121 +[2025-03-27 17:59:06,833 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 51/121 +[2025-03-27 17:59:06,858 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 52/121 +[2025-03-27 17:59:06,884 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 53/121 +[2025-03-27 17:59:06,912 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 54/121 +[2025-03-27 17:59:06,938 INFO test.py line 201 8122] Test: 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+[2025-03-27 17:59:07,542 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 77/121 +[2025-03-27 17:59:07,569 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 78/121 +[2025-03-27 17:59:07,597 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 79/121 +[2025-03-27 17:59:07,626 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 80/121 +[2025-03-27 17:59:07,661 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 81/121 +[2025-03-27 17:59:07,689 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 82/121 +[2025-03-27 17:59:07,717 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 83/121 +[2025-03-27 17:59:07,744 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 84/121 +[2025-03-27 17:59:07,772 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 85/121 +[2025-03-27 17:59:07,801 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 86/121 +[2025-03-27 17:59:07,829 INFO test.py line 201 8122] Test: 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test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 98/121 +[2025-03-27 17:59:08,175 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 99/121 +[2025-03-27 17:59:08,205 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 100/121 +[2025-03-27 17:59:08,245 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 101/121 +[2025-03-27 17:59:08,276 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 102/121 +[2025-03-27 17:59:08,305 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 103/121 +[2025-03-27 17:59:08,332 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 104/121 +[2025-03-27 17:59:08,361 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 105/121 +[2025-03-27 17:59:08,390 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 106/121 +[2025-03-27 17:59:08,418 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 107/121 +[2025-03-27 17:59:08,447 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 108/121 +[2025-03-27 17:59:08,476 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 109/121 +[2025-03-27 17:59:08,505 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 110/121 +[2025-03-27 17:59:08,532 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 111/121 +[2025-03-27 17:59:08,559 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 112/121 +[2025-03-27 17:59:08,598 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 113/121 +[2025-03-27 17:59:08,628 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 114/121 +[2025-03-27 17:59:08,656 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 115/121 +[2025-03-27 17:59:08,684 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 116/121 +[2025-03-27 17:59:08,713 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 117/121 +[2025-03-27 17:59:08,742 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 118/121 +[2025-03-27 17:59:08,770 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 119/121 +[2025-03-27 17:59:08,798 INFO test.py line 201 8122] Test: 6/78-scene0382_01, Batch: 120/121 +[2025-03-27 17:59:08,909 INFO test.py line 291 8122] Test: scene0382_01 [6/78]-96933 Batch 3.509 (4.068) Accuracy 0.6411 (0.3718) mIoU 0.1267 (0.2624) +[2025-03-27 17:59:12,148 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-03-27 17:59:12,227 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-03-27 17:59:12,305 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 2/134 +[2025-03-27 17:59:12,385 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 3/134 +[2025-03-27 17:59:12,444 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 4/134 +[2025-03-27 17:59:12,509 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 5/134 +[2025-03-27 17:59:12,563 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 6/134 +[2025-03-27 17:59:12,618 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 125/134 +[2025-03-27 17:59:18,556 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-03-27 17:59:18,606 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-03-27 17:59:18,656 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-03-27 17:59:18,706 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-03-27 17:59:18,756 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-03-27 17:59:18,815 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-03-27 17:59:18,875 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-03-27 17:59:18,932 INFO test.py line 201 8122] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-03-27 17:59:19,304 INFO test.py line 291 8122] Test: scene0653_01 [7/78]-331565 Batch 7.274 (4.526) Accuracy 0.6866 (0.3771) mIoU 0.1568 (0.2582) +[2025-03-27 17:59:19,329 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-03-27 17:59:19,353 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-03-27 17:59:19,376 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-03-27 17:59:19,414 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-03-27 17:59:19,437 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 4/113 +[2025-03-27 17:59:19,459 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 5/113 +[2025-03-27 17:59:19,480 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 6/113 +[2025-03-27 17:59:19,502 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 7/113 +[2025-03-27 17:59:19,525 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 8/113 +[2025-03-27 17:59:19,547 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 9/113 +[2025-03-27 17:59:19,571 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 10/113 +[2025-03-27 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+[2025-03-27 17:59:20,583 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 54/113 +[2025-03-27 17:59:20,616 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 55/113 +[2025-03-27 17:59:20,644 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 56/113 +[2025-03-27 17:59:20,672 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 57/113 +[2025-03-27 17:59:20,701 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 58/113 +[2025-03-27 17:59:20,732 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 59/113 +[2025-03-27 17:59:20,760 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 60/113 +[2025-03-27 17:59:20,790 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 61/113 +[2025-03-27 17:59:20,818 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 62/113 +[2025-03-27 17:59:20,845 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 63/113 +[2025-03-27 17:59:20,874 INFO test.py line 201 8122] Test: 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+[2025-03-27 17:59:21,428 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 86/113 +[2025-03-27 17:59:21,450 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 87/113 +[2025-03-27 17:59:21,472 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 88/113 +[2025-03-27 17:59:21,494 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 89/113 +[2025-03-27 17:59:21,516 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 90/113 +[2025-03-27 17:59:21,538 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 91/113 +[2025-03-27 17:59:21,559 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 92/113 +[2025-03-27 17:59:21,582 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 93/113 +[2025-03-27 17:59:21,605 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 94/113 +[2025-03-27 17:59:21,627 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 95/113 +[2025-03-27 17:59:21,647 INFO test.py line 201 8122] Test: 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test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 107/113 +[2025-03-27 17:59:21,933 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 108/113 +[2025-03-27 17:59:21,956 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 109/113 +[2025-03-27 17:59:21,981 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 110/113 +[2025-03-27 17:59:22,009 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-03-27 17:59:22,035 INFO test.py line 201 8122] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-03-27 17:59:22,086 INFO test.py line 291 8122] Test: scene0684_00 [8/78]-41364 Batch 2.781 (4.308) Accuracy 0.8124 (0.3781) mIoU 0.2245 (0.2598) +[2025-03-27 17:59:22,127 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-03-27 17:59:22,161 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-03-27 17:59:22,194 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-03-27 17:59:22,225 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-03-27 17:59:22,258 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 4/130 +[2025-03-27 17:59:22,291 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 5/130 +[2025-03-27 17:59:22,325 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 6/130 +[2025-03-27 17:59:22,358 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 7/130 +[2025-03-27 17:59:22,391 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 8/130 +[2025-03-27 17:59:22,425 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 9/130 +[2025-03-27 17:59:22,460 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 10/130 +[2025-03-27 17:59:22,495 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 11/130 +[2025-03-27 17:59:22,531 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 12/130 +[2025-03-27 17:59:22,566 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 13/130 +[2025-03-27 17:59:22,601 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 14/130 +[2025-03-27 17:59:22,637 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 15/130 +[2025-03-27 17:59:22,672 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 16/130 +[2025-03-27 17:59:22,707 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 17/130 +[2025-03-27 17:59:22,742 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 18/130 +[2025-03-27 17:59:22,776 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 19/130 +[2025-03-27 17:59:22,810 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 20/130 +[2025-03-27 17:59:22,846 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 21/130 +[2025-03-27 17:59:22,878 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 22/130 +[2025-03-27 17:59:22,909 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 23/130 +[2025-03-27 17:59:22,940 INFO test.py line 201 8122] Test: 9/78-scene0257_00, 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+[2025-03-27 17:59:23,870 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 57/130 +[2025-03-27 17:59:23,898 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 58/130 +[2025-03-27 17:59:23,924 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 59/130 +[2025-03-27 17:59:23,951 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 60/130 +[2025-03-27 17:59:23,978 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 61/130 +[2025-03-27 17:59:24,005 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 62/130 +[2025-03-27 17:59:24,032 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 63/130 +[2025-03-27 17:59:24,058 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-03-27 17:59:24,085 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 65/130 +[2025-03-27 17:59:24,111 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 66/130 +[2025-03-27 17:59:24,137 INFO test.py line 201 8122] Test: 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+[2025-03-27 17:59:24,743 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-03-27 17:59:24,773 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-03-27 17:59:24,802 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-03-27 17:59:24,831 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-03-27 17:59:24,861 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-03-27 17:59:24,891 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-03-27 17:59:24,921 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-03-27 17:59:24,951 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 96/130 +[2025-03-27 17:59:24,979 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 97/130 +[2025-03-27 17:59:25,008 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 98/130 +[2025-03-27 17:59:25,036 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 110/130 +[2025-03-27 17:59:25,388 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 111/130 +[2025-03-27 17:59:25,416 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 112/130 +[2025-03-27 17:59:25,445 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 113/130 +[2025-03-27 17:59:25,474 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 114/130 +[2025-03-27 17:59:25,502 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 115/130 +[2025-03-27 17:59:25,530 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 116/130 +[2025-03-27 17:59:25,559 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 117/130 +[2025-03-27 17:59:25,588 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 118/130 +[2025-03-27 17:59:25,616 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 119/130 +[2025-03-27 17:59:25,645 INFO test.py line 201 8122] Test: 9/78-scene0257_00, Batch: 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(0.2636) +[2025-03-27 17:59:26,080 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-03-27 17:59:26,101 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-03-27 17:59:26,122 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-03-27 17:59:26,143 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-03-27 17:59:26,163 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-03-27 17:59:26,185 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-03-27 17:59:26,205 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-03-27 17:59:26,225 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 7/130 +[2025-03-27 17:59:26,245 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 8/130 +[2025-03-27 17:59:26,265 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 9/130 +[2025-03-27 17:59:26,285 INFO test.py line 201 8122] Test: 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Test: 10/78-scene0164_01, Batch: 42/130 +[2025-03-27 17:59:26,986 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 43/130 +[2025-03-27 17:59:27,007 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 44/130 +[2025-03-27 17:59:27,026 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 45/130 +[2025-03-27 17:59:27,047 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 46/130 +[2025-03-27 17:59:27,067 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 47/130 +[2025-03-27 17:59:27,087 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 48/130 +[2025-03-27 17:59:27,108 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 49/130 +[2025-03-27 17:59:27,134 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 50/130 +[2025-03-27 17:59:27,164 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 51/130 +[2025-03-27 17:59:27,193 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 52/130 +[2025-03-27 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Test: 10/78-scene0164_01, Batch: 95/130 +[2025-03-27 17:59:28,315 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 96/130 +[2025-03-27 17:59:28,341 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 97/130 +[2025-03-27 17:59:28,365 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 98/130 +[2025-03-27 17:59:28,390 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 99/130 +[2025-03-27 17:59:28,415 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 100/130 +[2025-03-27 17:59:28,440 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 101/130 +[2025-03-27 17:59:28,465 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 102/130 +[2025-03-27 17:59:28,490 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 103/130 +[2025-03-27 17:59:28,515 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 104/130 +[2025-03-27 17:59:28,540 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 105/130 +[2025-03-27 17:59:28,564 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 106/130 +[2025-03-27 17:59:28,589 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 107/130 +[2025-03-27 17:59:28,619 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 108/130 +[2025-03-27 17:59:28,655 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 109/130 +[2025-03-27 17:59:28,691 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 110/130 +[2025-03-27 17:59:28,727 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 111/130 +[2025-03-27 17:59:28,761 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 112/130 +[2025-03-27 17:59:28,795 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 113/130 +[2025-03-27 17:59:28,830 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 114/130 +[2025-03-27 17:59:28,866 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 115/130 +[2025-03-27 17:59:28,901 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 116/130 +[2025-03-27 17:59:28,937 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 117/130 +[2025-03-27 17:59:28,973 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 118/130 +[2025-03-27 17:59:29,008 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-03-27 17:59:29,044 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-03-27 17:59:29,067 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-03-27 17:59:29,091 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-03-27 17:59:29,124 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-03-27 17:59:29,162 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-03-27 17:59:29,194 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-03-27 17:59:29,228 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-03-27 17:59:29,260 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-03-27 17:59:29,294 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-03-27 17:59:29,327 INFO test.py line 201 8122] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-03-27 17:59:29,474 INFO test.py line 291 8122] Test: scene0164_01 [10/78]-88073 Batch 3.417 (4.185) Accuracy 0.4873 (0.3555) mIoU 0.1053 (0.2602) +[2025-03-27 17:59:29,531 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-03-27 17:59:29,579 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-03-27 17:59:29,640 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-03-27 17:59:29,699 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-03-27 17:59:29,763 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-03-27 17:59:29,823 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-03-27 17:59:29,864 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-03-27 17:59:29,909 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 7/130 +[2025-03-27 17:59:29,951 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 8/130 +[2025-03-27 17:59:29,994 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 9/130 +[2025-03-27 17:59:30,038 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 10/130 +[2025-03-27 17:59:30,081 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 11/130 +[2025-03-27 17:59:30,124 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 12/130 +[2025-03-27 17:59:30,169 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 13/130 +[2025-03-27 17:59:30,212 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 14/130 +[2025-03-27 17:59:30,256 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 15/130 +[2025-03-27 17:59:30,299 INFO test.py line 201 8122] Test: 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8122] Test: 11/78-scene0030_00, Batch: 101/130 +[2025-03-27 17:59:34,504 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 102/130 +[2025-03-27 17:59:34,558 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 103/130 +[2025-03-27 17:59:34,603 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 104/130 +[2025-03-27 17:59:34,650 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 105/130 +[2025-03-27 17:59:34,696 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 106/130 +[2025-03-27 17:59:34,742 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 107/130 +[2025-03-27 17:59:34,789 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 108/130 +[2025-03-27 17:59:34,835 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 109/130 +[2025-03-27 17:59:34,881 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 110/130 +[2025-03-27 17:59:34,926 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 111/130 +[2025-03-27 17:59:34,970 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 112/130 +[2025-03-27 17:59:35,016 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 113/130 +[2025-03-27 17:59:35,065 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 114/130 +[2025-03-27 17:59:35,111 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 115/130 +[2025-03-27 17:59:35,159 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 116/130 +[2025-03-27 17:59:35,206 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 117/130 +[2025-03-27 17:59:35,253 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 118/130 +[2025-03-27 17:59:35,300 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 119/130 +[2025-03-27 17:59:35,346 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 120/130 +[2025-03-27 17:59:35,392 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 121/130 +[2025-03-27 17:59:35,438 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 122/130 +[2025-03-27 17:59:35,484 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 123/130 +[2025-03-27 17:59:35,531 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 124/130 +[2025-03-27 17:59:35,576 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 125/130 +[2025-03-27 17:59:35,622 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 126/130 +[2025-03-27 17:59:35,668 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 127/130 +[2025-03-27 17:59:35,714 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 128/130 +[2025-03-27 17:59:35,759 INFO test.py line 201 8122] Test: 11/78-scene0030_00, Batch: 129/130 +[2025-03-27 17:59:36,077 INFO test.py line 291 8122] Test: scene0030_00 [11/78]-293811 Batch 6.602 (4.405) Accuracy 0.6917 (0.3659) mIoU 0.1795 (0.2679) +[2025-03-27 17:59:36,113 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 0/143 +[2025-03-27 17:59:36,145 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 1/143 +[2025-03-27 17:59:36,182 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 2/143 +[2025-03-27 17:59:36,228 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 3/143 +[2025-03-27 17:59:36,270 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 4/143 +[2025-03-27 17:59:36,299 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 5/143 +[2025-03-27 17:59:36,327 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 6/143 +[2025-03-27 17:59:36,364 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 7/143 +[2025-03-27 17:59:36,408 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 8/143 +[2025-03-27 17:59:36,451 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 9/143 +[2025-03-27 17:59:36,481 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 10/143 +[2025-03-27 17:59:36,509 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 11/143 +[2025-03-27 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+[2025-03-27 17:59:39,740 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 118/143 +[2025-03-27 17:59:39,769 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 119/143 +[2025-03-27 17:59:39,800 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 120/143 +[2025-03-27 17:59:39,829 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 121/143 +[2025-03-27 17:59:39,861 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 122/143 +[2025-03-27 17:59:39,890 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 123/143 +[2025-03-27 17:59:39,920 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 124/143 +[2025-03-27 17:59:39,949 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 125/143 +[2025-03-27 17:59:39,978 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 126/143 +[2025-03-27 17:59:40,008 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 127/143 +[2025-03-27 17:59:40,038 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 128/143 +[2025-03-27 17:59:40,068 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 129/143 +[2025-03-27 17:59:40,098 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 130/143 +[2025-03-27 17:59:40,127 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 131/143 +[2025-03-27 17:59:40,156 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 132/143 +[2025-03-27 17:59:40,185 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 133/143 +[2025-03-27 17:59:40,213 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 134/143 +[2025-03-27 17:59:40,241 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 135/143 +[2025-03-27 17:59:40,269 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 136/143 +[2025-03-27 17:59:40,303 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 137/143 +[2025-03-27 17:59:40,332 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 138/143 +[2025-03-27 17:59:40,360 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 139/143 +[2025-03-27 17:59:40,388 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 140/143 +[2025-03-27 17:59:40,416 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 141/143 +[2025-03-27 17:59:40,445 INFO test.py line 201 8122] Test: 12/78-scene0088_01, Batch: 142/143 +[2025-03-27 17:59:40,594 INFO test.py line 291 8122] Test: scene0088_01 [12/78]-145650 Batch 4.517 (4.414) Accuracy 0.7923 (0.3643) mIoU 0.2151 (0.2669) +[2025-03-27 17:59:40,624 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 0/134 +[2025-03-27 17:59:40,650 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 1/134 +[2025-03-27 17:59:40,678 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 2/134 +[2025-03-27 17:59:40,704 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 3/134 +[2025-03-27 17:59:40,730 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 4/134 +[2025-03-27 17:59:40,756 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 5/134 +[2025-03-27 17:59:40,781 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 6/134 +[2025-03-27 17:59:40,808 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 7/134 +[2025-03-27 17:59:40,836 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 8/134 +[2025-03-27 17:59:40,863 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 9/134 +[2025-03-27 17:59:40,891 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 10/134 +[2025-03-27 17:59:40,918 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 11/134 +[2025-03-27 17:59:40,944 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 12/134 +[2025-03-27 17:59:40,970 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 13/134 +[2025-03-27 17:59:40,996 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 14/134 +[2025-03-27 17:59:41,023 INFO test.py line 201 8122] Test: 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Test: 13/78-scene0690_01, Batch: 47/134 +[2025-03-27 17:59:41,908 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 48/134 +[2025-03-27 17:59:41,936 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 49/134 +[2025-03-27 17:59:41,962 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 50/134 +[2025-03-27 17:59:41,987 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 51/134 +[2025-03-27 17:59:42,014 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 52/134 +[2025-03-27 17:59:42,043 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 53/134 +[2025-03-27 17:59:42,071 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 54/134 +[2025-03-27 17:59:42,101 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 55/134 +[2025-03-27 17:59:42,129 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 56/134 +[2025-03-27 17:59:42,159 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 57/134 +[2025-03-27 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+[2025-03-27 17:59:43,986 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 111/134 +[2025-03-27 17:59:44,015 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 112/134 +[2025-03-27 17:59:44,044 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 113/134 +[2025-03-27 17:59:44,074 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 114/134 +[2025-03-27 17:59:44,104 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 115/134 +[2025-03-27 17:59:44,132 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 116/134 +[2025-03-27 17:59:44,162 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 117/134 +[2025-03-27 17:59:44,192 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 118/134 +[2025-03-27 17:59:44,221 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 119/134 +[2025-03-27 17:59:44,252 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 120/134 +[2025-03-27 17:59:44,281 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 121/134 +[2025-03-27 17:59:44,310 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 122/134 +[2025-03-27 17:59:44,339 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 123/134 +[2025-03-27 17:59:44,367 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 124/134 +[2025-03-27 17:59:44,395 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 125/134 +[2025-03-27 17:59:44,423 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 126/134 +[2025-03-27 17:59:44,455 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 127/134 +[2025-03-27 17:59:44,483 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 128/134 +[2025-03-27 17:59:44,510 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 129/134 +[2025-03-27 17:59:44,543 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 130/134 +[2025-03-27 17:59:44,571 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 131/134 +[2025-03-27 17:59:44,598 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 132/134 +[2025-03-27 17:59:44,627 INFO test.py line 201 8122] Test: 13/78-scene0690_01, Batch: 133/134 +[2025-03-27 17:59:44,746 INFO test.py line 291 8122] Test: scene0690_01 [13/78]-109935 Batch 4.151 (4.394) Accuracy 0.3955 (0.3616) mIoU 0.0952 (0.2537) +[2025-03-27 17:59:44,780 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-03-27 17:59:44,809 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-03-27 17:59:44,839 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-03-27 17:59:44,871 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-03-27 17:59:44,903 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-03-27 17:59:44,934 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 5/126 +[2025-03-27 17:59:44,966 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 6/126 +[2025-03-27 17:59:44,998 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 7/126 +[2025-03-27 17:59:45,030 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 8/126 +[2025-03-27 17:59:45,062 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 9/126 +[2025-03-27 17:59:45,095 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 10/126 +[2025-03-27 17:59:45,127 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 11/126 +[2025-03-27 17:59:45,159 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 12/126 +[2025-03-27 17:59:45,191 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 13/126 +[2025-03-27 17:59:45,223 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 14/126 +[2025-03-27 17:59:45,255 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 15/126 +[2025-03-27 17:59:45,288 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 16/126 +[2025-03-27 17:59:45,320 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 81/126 +[2025-03-27 17:59:47,540 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 82/126 +[2025-03-27 17:59:47,572 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 83/126 +[2025-03-27 17:59:47,603 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 84/126 +[2025-03-27 17:59:47,635 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 85/126 +[2025-03-27 17:59:47,667 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 86/126 +[2025-03-27 17:59:47,699 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 87/126 +[2025-03-27 17:59:47,732 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 88/126 +[2025-03-27 17:59:47,764 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 89/126 +[2025-03-27 17:59:47,797 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 90/126 +[2025-03-27 17:59:47,830 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 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8122] Test: 14/78-scene0598_00, Batch: 102/126 +[2025-03-27 17:59:48,234 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 103/126 +[2025-03-27 17:59:48,268 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 104/126 +[2025-03-27 17:59:48,300 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 105/126 +[2025-03-27 17:59:48,333 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 106/126 +[2025-03-27 17:59:48,366 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 107/126 +[2025-03-27 17:59:48,399 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 108/126 +[2025-03-27 17:59:48,431 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 109/126 +[2025-03-27 17:59:48,464 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 110/126 +[2025-03-27 17:59:48,496 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 111/126 +[2025-03-27 17:59:48,528 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 112/126 +[2025-03-27 17:59:48,561 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 113/126 +[2025-03-27 17:59:48,598 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 114/126 +[2025-03-27 17:59:48,630 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 115/126 +[2025-03-27 17:59:48,665 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 116/126 +[2025-03-27 17:59:48,697 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 117/126 +[2025-03-27 17:59:48,729 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 118/126 +[2025-03-27 17:59:48,760 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 119/126 +[2025-03-27 17:59:48,791 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 120/126 +[2025-03-27 17:59:48,821 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 121/126 +[2025-03-27 17:59:48,852 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 122/126 +[2025-03-27 17:59:48,883 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-03-27 17:59:48,922 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-03-27 17:59:48,953 INFO test.py line 201 8122] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-03-27 17:59:49,110 INFO test.py line 291 8122] Test: scene0598_00 [14/78]-145562 Batch 4.364 (4.392) Accuracy 0.4610 (0.3591) mIoU 0.1254 (0.2473) +[2025-03-27 17:59:49,147 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-03-27 17:59:49,178 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 1/138 +[2025-03-27 17:59:49,209 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 2/138 +[2025-03-27 17:59:49,244 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 3/138 +[2025-03-27 17:59:49,273 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 4/138 +[2025-03-27 17:59:49,305 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 5/138 +[2025-03-27 17:59:49,335 INFO test.py line 201 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17:59:49,654 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 17/138 +[2025-03-27 17:59:49,683 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 18/138 +[2025-03-27 17:59:49,712 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 19/138 +[2025-03-27 17:59:49,743 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 20/138 +[2025-03-27 17:59:49,773 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 21/138 +[2025-03-27 17:59:49,803 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 22/138 +[2025-03-27 17:59:49,837 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 23/138 +[2025-03-27 17:59:49,871 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 24/138 +[2025-03-27 17:59:49,902 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 25/138 +[2025-03-27 17:59:49,933 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 26/138 +[2025-03-27 17:59:49,964 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 91/138 +[2025-03-27 17:59:51,889 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 92/138 +[2025-03-27 17:59:51,914 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 93/138 +[2025-03-27 17:59:51,938 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 94/138 +[2025-03-27 17:59:51,964 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 95/138 +[2025-03-27 17:59:51,990 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 96/138 +[2025-03-27 17:59:52,015 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 97/138 +[2025-03-27 17:59:52,040 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 98/138 +[2025-03-27 17:59:52,065 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 99/138 +[2025-03-27 17:59:52,090 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 100/138 +[2025-03-27 17:59:52,115 INFO test.py line 201 8122] Test: 15/78-scene0695_00, 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Batch: 122/138 +[2025-03-27 17:59:52,761 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 123/138 +[2025-03-27 17:59:52,787 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 124/138 +[2025-03-27 17:59:52,813 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 125/138 +[2025-03-27 17:59:52,837 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 126/138 +[2025-03-27 17:59:52,861 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 127/138 +[2025-03-27 17:59:52,890 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 128/138 +[2025-03-27 17:59:52,915 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 129/138 +[2025-03-27 17:59:52,939 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 130/138 +[2025-03-27 17:59:52,962 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 131/138 +[2025-03-27 17:59:52,986 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 132/138 +[2025-03-27 17:59:53,010 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 133/138 +[2025-03-27 17:59:53,034 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 134/138 +[2025-03-27 17:59:53,058 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 135/138 +[2025-03-27 17:59:53,083 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 136/138 +[2025-03-27 17:59:53,105 INFO test.py line 201 8122] Test: 15/78-scene0695_00, Batch: 137/138 +[2025-03-27 17:59:53,204 INFO test.py line 291 8122] Test: scene0695_00 [15/78]-133418 Batch 4.094 (4.372) Accuracy 0.5431 (0.3316) mIoU 0.1308 (0.2391) +[2025-03-27 17:59:53,227 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 0/122 +[2025-03-27 17:59:53,249 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-03-27 17:59:53,270 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-03-27 17:59:53,291 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-03-27 17:59:53,312 INFO 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+[2025-03-27 17:59:53,541 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 15/122 +[2025-03-27 17:59:53,563 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 16/122 +[2025-03-27 17:59:53,584 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 17/122 +[2025-03-27 17:59:53,604 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 18/122 +[2025-03-27 17:59:53,625 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 19/122 +[2025-03-27 17:59:53,645 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 20/122 +[2025-03-27 17:59:53,666 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 21/122 +[2025-03-27 17:59:53,689 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 22/122 +[2025-03-27 17:59:53,709 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 23/122 +[2025-03-27 17:59:53,730 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 24/122 +[2025-03-27 17:59:53,750 INFO test.py line 201 8122] Test: 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201 8122] Test: 16/78-scene0342_00, Batch: 110/122 +[2025-03-27 17:59:55,668 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 111/122 +[2025-03-27 17:59:55,688 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 112/122 +[2025-03-27 17:59:55,708 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 113/122 +[2025-03-27 17:59:55,729 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-03-27 17:59:55,749 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-03-27 17:59:55,769 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-03-27 17:59:55,788 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-03-27 17:59:55,808 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-03-27 17:59:55,829 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-03-27 17:59:55,850 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-03-27 17:59:55,872 INFO test.py line 201 8122] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-03-27 17:59:55,947 INFO test.py line 291 8122] Test: scene0342_00 [16/78]-89958 Batch 2.742 (4.270) Accuracy 0.8470 (0.3311) mIoU 0.1629 (0.2387) +[2025-03-27 17:59:55,986 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-03-27 17:59:56,021 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-03-27 17:59:56,058 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-03-27 17:59:56,094 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-03-27 17:59:56,133 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 4/152 +[2025-03-27 17:59:56,171 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 5/152 +[2025-03-27 17:59:56,211 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 6/152 +[2025-03-27 17:59:56,251 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 7/152 +[2025-03-27 17:59:56,297 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 8/152 +[2025-03-27 17:59:56,333 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 9/152 +[2025-03-27 17:59:56,369 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 10/152 +[2025-03-27 17:59:56,408 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 11/152 +[2025-03-27 17:59:56,445 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 12/152 +[2025-03-27 17:59:56,483 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 13/152 +[2025-03-27 17:59:56,519 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 14/152 +[2025-03-27 17:59:56,556 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 15/152 +[2025-03-27 17:59:56,593 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 16/152 +[2025-03-27 17:59:56,629 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 17/152 +[2025-03-27 17:59:56,665 INFO test.py line 201 8122] Test: 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+[2025-03-27 18:00:00,237 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 114/152 +[2025-03-27 18:00:00,276 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 115/152 +[2025-03-27 18:00:00,312 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 116/152 +[2025-03-27 18:00:00,350 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 117/152 +[2025-03-27 18:00:00,388 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 118/152 +[2025-03-27 18:00:00,426 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 119/152 +[2025-03-27 18:00:00,464 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 120/152 +[2025-03-27 18:00:00,508 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 121/152 +[2025-03-27 18:00:00,546 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 122/152 +[2025-03-27 18:00:00,585 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 123/152 +[2025-03-27 18:00:00,625 INFO test.py line 201 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+[2025-03-27 18:00:01,059 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 135/152 +[2025-03-27 18:00:01,099 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 136/152 +[2025-03-27 18:00:01,143 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 137/152 +[2025-03-27 18:00:01,180 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 138/152 +[2025-03-27 18:00:01,217 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 139/152 +[2025-03-27 18:00:01,252 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 140/152 +[2025-03-27 18:00:01,286 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 141/152 +[2025-03-27 18:00:01,321 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 142/152 +[2025-03-27 18:00:01,356 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 143/152 +[2025-03-27 18:00:01,391 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 144/152 +[2025-03-27 18:00:01,427 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 145/152 +[2025-03-27 18:00:01,462 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 146/152 +[2025-03-27 18:00:01,504 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 147/152 +[2025-03-27 18:00:01,548 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 148/152 +[2025-03-27 18:00:01,594 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 149/152 +[2025-03-27 18:00:01,639 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 150/152 +[2025-03-27 18:00:01,683 INFO test.py line 201 8122] Test: 17/78-scene0618_00, Batch: 151/152 +[2025-03-27 18:00:01,947 INFO test.py line 291 8122] Test: scene0618_00 [17/78]-232740 Batch 6.000 (4.372) Accuracy 0.7982 (0.3231) mIoU 0.1844 (0.2354) +[2025-03-27 18:00:01,986 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 0/139 +[2025-03-27 18:00:02,018 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 1/139 +[2025-03-27 18:00:02,053 INFO test.py line 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INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 87/139 +[2025-03-27 18:00:05,114 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 88/139 +[2025-03-27 18:00:05,147 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 89/139 +[2025-03-27 18:00:05,178 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 90/139 +[2025-03-27 18:00:05,210 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 91/139 +[2025-03-27 18:00:05,244 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 92/139 +[2025-03-27 18:00:05,277 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 93/139 +[2025-03-27 18:00:05,310 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 94/139 +[2025-03-27 18:00:05,343 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 95/139 +[2025-03-27 18:00:05,385 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 96/139 +[2025-03-27 18:00:05,418 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 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201 8122] Test: 18/78-scene0695_02, Batch: 108/139 +[2025-03-27 18:00:05,816 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 109/139 +[2025-03-27 18:00:05,848 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 110/139 +[2025-03-27 18:00:05,879 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 111/139 +[2025-03-27 18:00:05,910 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 112/139 +[2025-03-27 18:00:05,944 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 113/139 +[2025-03-27 18:00:05,975 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 114/139 +[2025-03-27 18:00:06,007 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 115/139 +[2025-03-27 18:00:06,040 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 116/139 +[2025-03-27 18:00:06,072 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 117/139 +[2025-03-27 18:00:06,105 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 118/139 +[2025-03-27 18:00:06,137 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 119/139 +[2025-03-27 18:00:06,170 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 120/139 +[2025-03-27 18:00:06,202 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 121/139 +[2025-03-27 18:00:06,234 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 122/139 +[2025-03-27 18:00:06,273 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 123/139 +[2025-03-27 18:00:06,307 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 124/139 +[2025-03-27 18:00:06,341 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 125/139 +[2025-03-27 18:00:06,374 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 126/139 +[2025-03-27 18:00:06,407 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 127/139 +[2025-03-27 18:00:06,456 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 128/139 +[2025-03-27 18:00:06,504 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 129/139 +[2025-03-27 18:00:06,554 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 130/139 +[2025-03-27 18:00:06,603 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 131/139 +[2025-03-27 18:00:06,636 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 132/139 +[2025-03-27 18:00:06,671 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 133/139 +[2025-03-27 18:00:06,703 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-03-27 18:00:06,735 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-03-27 18:00:06,769 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-03-27 18:00:06,801 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-03-27 18:00:06,837 INFO test.py line 201 8122] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-03-27 18:00:07,012 INFO test.py line 291 8122] Test: scene0695_02 [18/78]-157025 Batch 5.064 (4.410) Accuracy 0.6157 (0.3223) mIoU 0.1250 (0.2334) +[2025-03-27 18:00:07,061 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-03-27 18:00:07,100 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-03-27 18:00:07,141 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-03-27 18:00:07,189 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-03-27 18:00:07,235 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-03-27 18:00:07,274 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-03-27 18:00:07,313 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 6/156 +[2025-03-27 18:00:07,356 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 7/156 +[2025-03-27 18:00:07,394 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 8/156 +[2025-03-27 18:00:07,433 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 9/156 +[2025-03-27 18:00:07,471 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 10/156 +[2025-03-27 18:00:07,510 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 11/156 +[2025-03-27 18:00:07,550 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 12/156 +[2025-03-27 18:00:07,596 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 13/156 +[2025-03-27 18:00:07,636 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 14/156 +[2025-03-27 18:00:07,680 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 15/156 +[2025-03-27 18:00:07,718 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 16/156 +[2025-03-27 18:00:07,756 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 17/156 +[2025-03-27 18:00:07,794 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 18/156 +[2025-03-27 18:00:07,835 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 19/156 +[2025-03-27 18:00:07,873 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 31/156 +[2025-03-27 18:00:08,342 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 32/156 +[2025-03-27 18:00:08,387 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 33/156 +[2025-03-27 18:00:08,425 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 34/156 +[2025-03-27 18:00:08,463 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 35/156 +[2025-03-27 18:00:08,501 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 36/156 +[2025-03-27 18:00:08,539 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 37/156 +[2025-03-27 18:00:08,577 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 38/156 +[2025-03-27 18:00:08,616 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 39/156 +[2025-03-27 18:00:08,656 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 40/156 +[2025-03-27 18:00:08,695 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 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INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 84/156 +[2025-03-27 18:00:10,230 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 85/156 +[2025-03-27 18:00:10,263 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 86/156 +[2025-03-27 18:00:10,296 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 87/156 +[2025-03-27 18:00:10,329 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 88/156 +[2025-03-27 18:00:10,361 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 89/156 +[2025-03-27 18:00:10,396 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 90/156 +[2025-03-27 18:00:10,429 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 91/156 +[2025-03-27 18:00:10,470 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 92/156 +[2025-03-27 18:00:10,508 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 93/156 +[2025-03-27 18:00:10,547 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 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8122] Test: 19/78-scene0629_00, Batch: 105/156 +[2025-03-27 18:00:11,072 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 106/156 +[2025-03-27 18:00:11,110 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 107/156 +[2025-03-27 18:00:11,149 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 108/156 +[2025-03-27 18:00:11,188 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 109/156 +[2025-03-27 18:00:11,229 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 110/156 +[2025-03-27 18:00:11,269 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 111/156 +[2025-03-27 18:00:11,320 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 112/156 +[2025-03-27 18:00:11,488 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 113/156 +[2025-03-27 18:00:11,553 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 114/156 +[2025-03-27 18:00:11,600 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 115/156 +[2025-03-27 18:00:11,639 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 116/156 +[2025-03-27 18:00:11,678 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 117/156 +[2025-03-27 18:00:11,717 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 118/156 +[2025-03-27 18:00:11,756 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 119/156 +[2025-03-27 18:00:11,795 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 120/156 +[2025-03-27 18:00:11,833 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 121/156 +[2025-03-27 18:00:11,871 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 122/156 +[2025-03-27 18:00:11,910 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 123/156 +[2025-03-27 18:00:11,949 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 124/156 +[2025-03-27 18:00:11,988 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 125/156 +[2025-03-27 18:00:12,026 INFO test.py line 201 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+[2025-03-27 18:00:12,492 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 137/156 +[2025-03-27 18:00:12,535 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 138/156 +[2025-03-27 18:00:12,579 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 139/156 +[2025-03-27 18:00:12,622 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 140/156 +[2025-03-27 18:00:12,664 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 141/156 +[2025-03-27 18:00:12,707 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 142/156 +[2025-03-27 18:00:12,750 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 143/156 +[2025-03-27 18:00:12,790 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 144/156 +[2025-03-27 18:00:12,830 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 145/156 +[2025-03-27 18:00:12,870 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 146/156 +[2025-03-27 18:00:12,914 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 147/156 +[2025-03-27 18:00:12,955 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 148/156 +[2025-03-27 18:00:12,994 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 149/156 +[2025-03-27 18:00:13,032 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 150/156 +[2025-03-27 18:00:13,070 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 151/156 +[2025-03-27 18:00:13,108 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 152/156 +[2025-03-27 18:00:13,148 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 153/156 +[2025-03-27 18:00:13,188 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 154/156 +[2025-03-27 18:00:13,230 INFO test.py line 201 8122] Test: 19/78-scene0629_00, Batch: 155/156 +[2025-03-27 18:00:13,496 INFO test.py line 291 8122] Test: scene0629_00 [19/78]-255083 Batch 6.484 (4.519) Accuracy 0.7453 (0.3283) mIoU 0.1610 (0.2375) +[2025-03-27 18:00:13,530 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 0/125 +[2025-03-27 18:00:13,559 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 1/125 +[2025-03-27 18:00:13,587 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 2/125 +[2025-03-27 18:00:13,616 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 3/125 +[2025-03-27 18:00:13,644 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 4/125 +[2025-03-27 18:00:13,679 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 5/125 +[2025-03-27 18:00:13,708 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 6/125 +[2025-03-27 18:00:13,737 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 7/125 +[2025-03-27 18:00:13,771 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 8/125 +[2025-03-27 18:00:13,801 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 9/125 +[2025-03-27 18:00:13,830 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 10/125 +[2025-03-27 18:00:13,859 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 11/125 +[2025-03-27 18:00:13,888 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 12/125 +[2025-03-27 18:00:13,917 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 13/125 +[2025-03-27 18:00:13,946 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 14/125 +[2025-03-27 18:00:13,974 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 15/125 +[2025-03-27 18:00:14,002 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 16/125 +[2025-03-27 18:00:14,031 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 17/125 +[2025-03-27 18:00:14,071 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 18/125 +[2025-03-27 18:00:14,104 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 19/125 +[2025-03-27 18:00:14,133 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 20/125 +[2025-03-27 18:00:14,160 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 32/125 +[2025-03-27 18:00:14,507 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 33/125 +[2025-03-27 18:00:14,536 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 34/125 +[2025-03-27 18:00:14,568 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 35/125 +[2025-03-27 18:00:14,607 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 36/125 +[2025-03-27 18:00:14,636 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 37/125 +[2025-03-27 18:00:14,666 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 38/125 +[2025-03-27 18:00:14,696 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 39/125 +[2025-03-27 18:00:14,725 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 40/125 +[2025-03-27 18:00:14,753 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 41/125 +[2025-03-27 18:00:14,781 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 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18:00:15,432 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 64/125 +[2025-03-27 18:00:15,461 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 65/125 +[2025-03-27 18:00:15,490 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 66/125 +[2025-03-27 18:00:15,518 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 67/125 +[2025-03-27 18:00:15,547 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 68/125 +[2025-03-27 18:00:15,576 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 69/125 +[2025-03-27 18:00:15,605 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 70/125 +[2025-03-27 18:00:15,634 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 71/125 +[2025-03-27 18:00:15,664 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 72/125 +[2025-03-27 18:00:15,693 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 73/125 +[2025-03-27 18:00:15,721 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 85/125 +[2025-03-27 18:00:16,088 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 86/125 +[2025-03-27 18:00:16,119 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 87/125 +[2025-03-27 18:00:16,148 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 88/125 +[2025-03-27 18:00:16,181 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 89/125 +[2025-03-27 18:00:16,210 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 90/125 +[2025-03-27 18:00:16,241 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 91/125 +[2025-03-27 18:00:16,271 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 92/125 +[2025-03-27 18:00:16,300 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 93/125 +[2025-03-27 18:00:16,329 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 94/125 +[2025-03-27 18:00:16,358 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 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8122] Test: 20/78-scene0609_01, Batch: 106/125 +[2025-03-27 18:00:16,706 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-03-27 18:00:16,734 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-03-27 18:00:16,771 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-03-27 18:00:16,800 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-03-27 18:00:16,829 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-03-27 18:00:16,863 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-03-27 18:00:16,892 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-03-27 18:00:16,921 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-03-27 18:00:16,951 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-03-27 18:00:16,987 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-03-27 18:00:17,015 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-03-27 18:00:17,053 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-03-27 18:00:17,096 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-03-27 18:00:17,143 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-03-27 18:00:17,185 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-03-27 18:00:17,213 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-03-27 18:00:17,241 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-03-27 18:00:17,269 INFO test.py line 201 8122] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-03-27 18:00:17,428 INFO test.py line 291 8122] Test: scene0609_01 [20/78]-115550 Batch 3.931 (4.490) Accuracy 0.7586 (0.3264) mIoU 0.1688 (0.2364) +[2025-03-27 18:00:17,469 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-03-27 18:00:17,506 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-03-27 18:00:17,542 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-03-27 18:00:17,578 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-03-27 18:00:17,614 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-03-27 18:00:17,651 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-03-27 18:00:17,688 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-03-27 18:00:17,724 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-03-27 18:00:17,760 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-03-27 18:00:17,797 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-03-27 18:00:17,832 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-03-27 18:00:17,869 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 22/130 +[2025-03-27 18:00:18,389 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 23/130 +[2025-03-27 18:00:18,454 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 24/130 +[2025-03-27 18:00:18,507 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 25/130 +[2025-03-27 18:00:18,553 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 26/130 +[2025-03-27 18:00:18,597 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 27/130 +[2025-03-27 18:00:18,642 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 28/130 +[2025-03-27 18:00:18,688 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 29/130 +[2025-03-27 18:00:18,728 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 30/130 +[2025-03-27 18:00:18,770 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 31/130 +[2025-03-27 18:00:18,810 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 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Test: 21/78-scene0430_00, Batch: 43/130 +[2025-03-27 18:00:19,331 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 44/130 +[2025-03-27 18:00:19,366 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 45/130 +[2025-03-27 18:00:19,399 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 46/130 +[2025-03-27 18:00:19,435 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 47/130 +[2025-03-27 18:00:19,470 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 48/130 +[2025-03-27 18:00:19,505 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 49/130 +[2025-03-27 18:00:19,544 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 50/130 +[2025-03-27 18:00:19,584 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 51/130 +[2025-03-27 18:00:19,653 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 52/130 +[2025-03-27 18:00:19,711 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 53/130 +[2025-03-27 18:00:19,757 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 54/130 +[2025-03-27 18:00:19,800 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 55/130 +[2025-03-27 18:00:19,844 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 56/130 +[2025-03-27 18:00:19,887 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 57/130 +[2025-03-27 18:00:19,931 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 58/130 +[2025-03-27 18:00:19,972 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 59/130 +[2025-03-27 18:00:20,016 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 60/130 +[2025-03-27 18:00:20,059 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 61/130 +[2025-03-27 18:00:20,106 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 62/130 +[2025-03-27 18:00:20,152 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 63/130 +[2025-03-27 18:00:20,186 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 75/130 +[2025-03-27 18:00:20,631 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 76/130 +[2025-03-27 18:00:20,667 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 77/130 +[2025-03-27 18:00:20,704 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 78/130 +[2025-03-27 18:00:20,738 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 79/130 +[2025-03-27 18:00:20,774 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 80/130 +[2025-03-27 18:00:20,818 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 81/130 +[2025-03-27 18:00:20,852 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 82/130 +[2025-03-27 18:00:20,887 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 83/130 +[2025-03-27 18:00:20,923 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 84/130 +[2025-03-27 18:00:20,960 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 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Test: 21/78-scene0430_00, Batch: 96/130 +[2025-03-27 18:00:21,428 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 97/130 +[2025-03-27 18:00:21,465 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 98/130 +[2025-03-27 18:00:21,502 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 99/130 +[2025-03-27 18:00:21,538 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 100/130 +[2025-03-27 18:00:21,572 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 101/130 +[2025-03-27 18:00:21,606 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 102/130 +[2025-03-27 18:00:21,646 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 103/130 +[2025-03-27 18:00:21,681 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 104/130 +[2025-03-27 18:00:21,717 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 105/130 +[2025-03-27 18:00:21,753 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 106/130 +[2025-03-27 18:00:21,789 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 107/130 +[2025-03-27 18:00:21,827 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 108/130 +[2025-03-27 18:00:21,865 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 109/130 +[2025-03-27 18:00:21,903 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 110/130 +[2025-03-27 18:00:21,942 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 111/130 +[2025-03-27 18:00:21,979 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 112/130 +[2025-03-27 18:00:22,027 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 113/130 +[2025-03-27 18:00:22,067 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 114/130 +[2025-03-27 18:00:22,105 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 115/130 +[2025-03-27 18:00:22,143 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 116/130 +[2025-03-27 18:00:22,180 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 117/130 +[2025-03-27 18:00:22,217 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 118/130 +[2025-03-27 18:00:22,267 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 119/130 +[2025-03-27 18:00:22,303 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 120/130 +[2025-03-27 18:00:22,340 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 121/130 +[2025-03-27 18:00:22,378 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 122/130 +[2025-03-27 18:00:22,415 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 123/130 +[2025-03-27 18:00:22,452 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 124/130 +[2025-03-27 18:00:22,490 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-03-27 18:00:22,528 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-03-27 18:00:22,565 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-03-27 18:00:22,600 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-03-27 18:00:22,636 INFO test.py line 201 8122] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-03-27 18:00:22,872 INFO test.py line 291 8122] Test: scene0430_00 [21/78]-210249 Batch 5.443 (4.535) Accuracy 0.8877 (0.3296) mIoU 0.2148 (0.2408) +[2025-03-27 18:00:22,920 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-03-27 18:00:22,961 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 1/125 +[2025-03-27 18:00:23,001 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 2/125 +[2025-03-27 18:00:23,041 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 3/125 +[2025-03-27 18:00:23,084 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 4/125 +[2025-03-27 18:00:23,125 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 5/125 +[2025-03-27 18:00:23,165 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 6/125 +[2025-03-27 18:00:23,207 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 7/125 +[2025-03-27 18:00:23,248 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 8/125 +[2025-03-27 18:00:23,290 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 9/125 +[2025-03-27 18:00:23,332 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 10/125 +[2025-03-27 18:00:23,372 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 11/125 +[2025-03-27 18:00:23,414 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 12/125 +[2025-03-27 18:00:23,454 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 13/125 +[2025-03-27 18:00:23,494 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 14/125 +[2025-03-27 18:00:23,542 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 15/125 +[2025-03-27 18:00:23,582 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 16/125 +[2025-03-27 18:00:23,622 INFO test.py line 201 8122] Test: 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+[2025-03-27 18:00:27,737 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 113/125 +[2025-03-27 18:00:27,779 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 114/125 +[2025-03-27 18:00:27,828 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 115/125 +[2025-03-27 18:00:27,866 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 116/125 +[2025-03-27 18:00:27,904 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 117/125 +[2025-03-27 18:00:27,944 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 118/125 +[2025-03-27 18:00:27,987 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 119/125 +[2025-03-27 18:00:28,029 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 120/125 +[2025-03-27 18:00:28,070 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 121/125 +[2025-03-27 18:00:28,110 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 122/125 +[2025-03-27 18:00:28,150 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 123/125 +[2025-03-27 18:00:28,191 INFO test.py line 201 8122] Test: 22/78-scene0608_02, Batch: 124/125 +[2025-03-27 18:00:28,449 INFO test.py line 291 8122] Test: scene0608_02 [22/78]-235030 Batch 5.576 (4.583) Accuracy 0.6341 (0.3338) mIoU 0.1562 (0.2434) +[2025-03-27 18:00:28,484 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 0/125 +[2025-03-27 18:00:28,515 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 1/125 +[2025-03-27 18:00:28,545 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 2/125 +[2025-03-27 18:00:28,588 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 3/125 +[2025-03-27 18:00:28,632 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 4/125 +[2025-03-27 18:00:28,677 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 5/125 +[2025-03-27 18:00:28,721 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 6/125 +[2025-03-27 18:00:28,754 INFO test.py line 201 8122] 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INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 92/125 +[2025-03-27 18:00:31,626 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 93/125 +[2025-03-27 18:00:31,654 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 94/125 +[2025-03-27 18:00:31,683 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 95/125 +[2025-03-27 18:00:31,713 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 96/125 +[2025-03-27 18:00:31,740 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 97/125 +[2025-03-27 18:00:31,766 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 98/125 +[2025-03-27 18:00:31,793 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 99/125 +[2025-03-27 18:00:31,821 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 100/125 +[2025-03-27 18:00:31,848 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 101/125 +[2025-03-27 18:00:31,876 INFO test.py line 201 8122] Test: 23/78-scene0144_01, 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test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 113/125 +[2025-03-27 18:00:32,248 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 114/125 +[2025-03-27 18:00:32,282 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 115/125 +[2025-03-27 18:00:32,309 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 116/125 +[2025-03-27 18:00:32,337 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 117/125 +[2025-03-27 18:00:32,363 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 118/125 +[2025-03-27 18:00:32,390 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 119/125 +[2025-03-27 18:00:32,418 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 120/125 +[2025-03-27 18:00:32,447 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 121/125 +[2025-03-27 18:00:32,476 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 122/125 +[2025-03-27 18:00:32,505 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 123/125 +[2025-03-27 18:00:32,534 INFO test.py line 201 8122] Test: 23/78-scene0144_01, Batch: 124/125 +[2025-03-27 18:00:32,668 INFO test.py line 291 8122] Test: scene0144_01 [23/78]-116341 Batch 4.219 (4.567) Accuracy 0.6408 (0.3342) mIoU 0.1469 (0.2418) +[2025-03-27 18:00:32,702 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-03-27 18:00:32,731 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-03-27 18:00:32,758 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-03-27 18:00:32,791 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 3/145 +[2025-03-27 18:00:32,820 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 4/145 +[2025-03-27 18:00:32,853 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 5/145 +[2025-03-27 18:00:32,882 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 6/145 +[2025-03-27 18:00:32,915 INFO test.py line 201 8122] Test: 24/78-scene0382_00, 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8122] Test: 24/78-scene0382_00, Batch: 18/145 +[2025-03-27 18:00:33,281 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 19/145 +[2025-03-27 18:00:33,326 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 20/145 +[2025-03-27 18:00:33,361 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 21/145 +[2025-03-27 18:00:33,392 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 22/145 +[2025-03-27 18:00:33,419 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 23/145 +[2025-03-27 18:00:33,447 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 24/145 +[2025-03-27 18:00:33,475 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 25/145 +[2025-03-27 18:00:33,530 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 26/145 +[2025-03-27 18:00:33,557 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 27/145 +[2025-03-27 18:00:33,593 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 28/145 +[2025-03-27 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18:00:37,009 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 124/145 +[2025-03-27 18:00:37,036 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 125/145 +[2025-03-27 18:00:37,064 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 126/145 +[2025-03-27 18:00:37,091 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 127/145 +[2025-03-27 18:00:37,119 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 128/145 +[2025-03-27 18:00:37,147 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 129/145 +[2025-03-27 18:00:37,175 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 130/145 +[2025-03-27 18:00:37,203 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 131/145 +[2025-03-27 18:00:37,231 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 132/145 +[2025-03-27 18:00:37,259 INFO test.py line 201 8122] Test: 24/78-scene0382_00, Batch: 133/145 +[2025-03-27 18:00:37,287 INFO test.py line 201 8122] Test: 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18:00:37,686 INFO test.py line 291 8122] Test: scene0382_00 [24/78]-100285 Batch 5.017 (4.586) Accuracy 0.7150 (0.3334) mIoU 0.1564 (0.2406) +[2025-03-27 18:00:37,716 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-03-27 18:00:37,743 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-03-27 18:00:37,770 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-03-27 18:00:37,796 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-03-27 18:00:37,823 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-03-27 18:00:37,850 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-03-27 18:00:37,878 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 6/121 +[2025-03-27 18:00:37,906 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 7/121 +[2025-03-27 18:00:37,935 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 8/121 +[2025-03-27 18:00:37,964 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 9/121 +[2025-03-27 18:00:37,992 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 10/121 +[2025-03-27 18:00:38,022 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 11/121 +[2025-03-27 18:00:38,050 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 12/121 +[2025-03-27 18:00:38,079 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 13/121 +[2025-03-27 18:00:38,107 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 14/121 +[2025-03-27 18:00:38,135 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 15/121 +[2025-03-27 18:00:38,163 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 16/121 +[2025-03-27 18:00:38,191 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 17/121 +[2025-03-27 18:00:38,219 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 18/121 +[2025-03-27 18:00:38,256 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 30/121 +[2025-03-27 18:00:38,643 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 31/121 +[2025-03-27 18:00:38,671 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 32/121 +[2025-03-27 18:00:38,704 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 33/121 +[2025-03-27 18:00:38,735 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 34/121 +[2025-03-27 18:00:38,764 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 35/121 +[2025-03-27 18:00:38,791 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 36/121 +[2025-03-27 18:00:38,819 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 37/121 +[2025-03-27 18:00:38,846 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 38/121 +[2025-03-27 18:00:38,870 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 39/121 +[2025-03-27 18:00:38,895 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 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Test: 25/78-scene0077_00, Batch: 51/121 +[2025-03-27 18:00:39,223 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 52/121 +[2025-03-27 18:00:39,249 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 53/121 +[2025-03-27 18:00:39,277 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 54/121 +[2025-03-27 18:00:39,304 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 55/121 +[2025-03-27 18:00:39,330 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 56/121 +[2025-03-27 18:00:39,357 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 57/121 +[2025-03-27 18:00:39,384 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 58/121 +[2025-03-27 18:00:39,413 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 59/121 +[2025-03-27 18:00:39,441 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 60/121 +[2025-03-27 18:00:39,470 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 61/121 +[2025-03-27 18:00:39,501 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 62/121 +[2025-03-27 18:00:39,529 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 63/121 +[2025-03-27 18:00:39,557 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 64/121 +[2025-03-27 18:00:39,584 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 65/121 +[2025-03-27 18:00:39,611 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 66/121 +[2025-03-27 18:00:39,644 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 67/121 +[2025-03-27 18:00:39,672 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 68/121 +[2025-03-27 18:00:39,700 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 69/121 +[2025-03-27 18:00:39,727 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 70/121 +[2025-03-27 18:00:39,754 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 71/121 +[2025-03-27 18:00:39,781 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 83/121 +[2025-03-27 18:00:40,107 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 84/121 +[2025-03-27 18:00:40,134 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 85/121 +[2025-03-27 18:00:40,161 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 86/121 +[2025-03-27 18:00:40,188 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 87/121 +[2025-03-27 18:00:40,214 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 88/121 +[2025-03-27 18:00:40,239 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 89/121 +[2025-03-27 18:00:40,264 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 90/121 +[2025-03-27 18:00:40,292 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 91/121 +[2025-03-27 18:00:40,319 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 92/121 +[2025-03-27 18:00:40,343 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 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8122] Test: 25/78-scene0077_00, Batch: 104/121 +[2025-03-27 18:00:40,665 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 105/121 +[2025-03-27 18:00:40,689 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 106/121 +[2025-03-27 18:00:40,713 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 107/121 +[2025-03-27 18:00:40,737 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 108/121 +[2025-03-27 18:00:40,761 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 109/121 +[2025-03-27 18:00:40,787 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 110/121 +[2025-03-27 18:00:40,812 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 111/121 +[2025-03-27 18:00:40,837 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 112/121 +[2025-03-27 18:00:40,862 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 113/121 +[2025-03-27 18:00:40,895 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 114/121 +[2025-03-27 18:00:40,928 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 115/121 +[2025-03-27 18:00:40,959 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 116/121 +[2025-03-27 18:00:40,990 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 117/121 +[2025-03-27 18:00:41,024 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 118/121 +[2025-03-27 18:00:41,054 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 119/121 +[2025-03-27 18:00:41,083 INFO test.py line 201 8122] Test: 25/78-scene0077_00, Batch: 120/121 +[2025-03-27 18:00:41,186 INFO test.py line 291 8122] Test: scene0077_00 [25/78]-92807 Batch 3.499 (4.542) Accuracy 0.5859 (0.3336) mIoU 0.1565 (0.2404) +[2025-03-27 18:00:41,219 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 0/159 +[2025-03-27 18:00:41,250 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 1/159 +[2025-03-27 18:00:41,285 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 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+[2025-03-27 18:00:44,271 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 109/159 +[2025-03-27 18:00:44,297 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 110/159 +[2025-03-27 18:00:44,324 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 111/159 +[2025-03-27 18:00:44,350 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 112/159 +[2025-03-27 18:00:44,375 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 113/159 +[2025-03-27 18:00:44,401 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 114/159 +[2025-03-27 18:00:44,427 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 115/159 +[2025-03-27 18:00:44,456 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 116/159 +[2025-03-27 18:00:44,481 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 117/159 +[2025-03-27 18:00:44,506 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 118/159 +[2025-03-27 18:00:44,533 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 119/159 +[2025-03-27 18:00:44,558 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 120/159 +[2025-03-27 18:00:44,582 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 121/159 +[2025-03-27 18:00:44,607 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 122/159 +[2025-03-27 18:00:44,635 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 123/159 +[2025-03-27 18:00:44,662 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 124/159 +[2025-03-27 18:00:44,688 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 125/159 +[2025-03-27 18:00:44,715 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 126/159 +[2025-03-27 18:00:44,740 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 127/159 +[2025-03-27 18:00:44,770 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 128/159 +[2025-03-27 18:00:44,801 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 129/159 +[2025-03-27 18:00:44,830 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 130/159 +[2025-03-27 18:00:44,855 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 131/159 +[2025-03-27 18:00:44,881 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 132/159 +[2025-03-27 18:00:44,907 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 133/159 +[2025-03-27 18:00:44,933 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 134/159 +[2025-03-27 18:00:44,959 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 135/159 +[2025-03-27 18:00:44,986 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 136/159 +[2025-03-27 18:00:45,011 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 137/159 +[2025-03-27 18:00:45,037 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 138/159 +[2025-03-27 18:00:45,063 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 139/159 +[2025-03-27 18:00:45,087 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 140/159 +[2025-03-27 18:00:45,114 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 141/159 +[2025-03-27 18:00:45,138 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 142/159 +[2025-03-27 18:00:45,164 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 143/159 +[2025-03-27 18:00:45,189 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 144/159 +[2025-03-27 18:00:45,214 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 145/159 +[2025-03-27 18:00:45,243 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 146/159 +[2025-03-27 18:00:45,269 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 147/159 +[2025-03-27 18:00:45,294 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 148/159 +[2025-03-27 18:00:45,318 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 149/159 +[2025-03-27 18:00:45,347 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 150/159 +[2025-03-27 18:00:45,373 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 151/159 +[2025-03-27 18:00:45,405 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 152/159 +[2025-03-27 18:00:45,430 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 153/159 +[2025-03-27 18:00:45,455 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 154/159 +[2025-03-27 18:00:45,481 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 155/159 +[2025-03-27 18:00:45,506 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 156/159 +[2025-03-27 18:00:45,538 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 157/159 +[2025-03-27 18:00:45,564 INFO test.py line 201 8122] Test: 26/78-scene0084_00, Batch: 158/159 +[2025-03-27 18:00:45,693 INFO test.py line 291 8122] Test: scene0084_00 [26/78]-116845 Batch 4.506 (4.541) Accuracy 0.7983 (0.3261) mIoU 0.1715 (0.2399) +[2025-03-27 18:00:45,729 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 0/121 +[2025-03-27 18:00:45,762 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 1/121 +[2025-03-27 18:00:45,794 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 2/121 +[2025-03-27 18:00:45,826 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 3/121 +[2025-03-27 18:00:45,859 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 4/121 +[2025-03-27 18:00:45,891 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 5/121 +[2025-03-27 18:00:45,924 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 6/121 +[2025-03-27 18:00:45,956 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 7/121 +[2025-03-27 18:00:45,989 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 8/121 +[2025-03-27 18:00:46,020 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 9/121 +[2025-03-27 18:00:46,053 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 10/121 +[2025-03-27 18:00:46,084 INFO test.py line 201 8122] Test: 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18:00:49,402 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 107/121 +[2025-03-27 18:00:49,434 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 108/121 +[2025-03-27 18:00:49,467 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 109/121 +[2025-03-27 18:00:49,500 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 110/121 +[2025-03-27 18:00:49,534 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 111/121 +[2025-03-27 18:00:49,566 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 112/121 +[2025-03-27 18:00:49,600 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 113/121 +[2025-03-27 18:00:49,632 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 114/121 +[2025-03-27 18:00:49,664 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 115/121 +[2025-03-27 18:00:49,697 INFO test.py line 201 8122] Test: 27/78-scene0608_00, Batch: 116/121 +[2025-03-27 18:00:49,728 INFO test.py line 201 8122] Test: 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Test: 28/78-scene0558_01, Batch: 90/134 +[2025-03-27 18:00:52,763 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 91/134 +[2025-03-27 18:00:52,792 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 92/134 +[2025-03-27 18:00:52,822 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 93/134 +[2025-03-27 18:00:52,851 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 94/134 +[2025-03-27 18:00:52,881 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 95/134 +[2025-03-27 18:00:52,909 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 96/134 +[2025-03-27 18:00:52,937 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 97/134 +[2025-03-27 18:00:52,965 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 98/134 +[2025-03-27 18:00:52,993 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 99/134 +[2025-03-27 18:00:53,022 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 100/134 +[2025-03-27 18:00:53,051 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 101/134 +[2025-03-27 18:00:53,080 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 102/134 +[2025-03-27 18:00:53,110 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 103/134 +[2025-03-27 18:00:53,144 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 104/134 +[2025-03-27 18:00:53,172 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 105/134 +[2025-03-27 18:00:53,201 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 106/134 +[2025-03-27 18:00:53,230 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 107/134 +[2025-03-27 18:00:53,260 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 108/134 +[2025-03-27 18:00:53,290 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 109/134 +[2025-03-27 18:00:53,320 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 110/134 +[2025-03-27 18:00:53,350 INFO test.py line 201 8122] Test: 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18:00:53,658 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 122/134 +[2025-03-27 18:00:53,687 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 123/134 +[2025-03-27 18:00:53,714 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 124/134 +[2025-03-27 18:00:53,743 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 125/134 +[2025-03-27 18:00:53,770 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 126/134 +[2025-03-27 18:00:53,797 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 127/134 +[2025-03-27 18:00:53,826 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-03-27 18:00:53,855 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-03-27 18:00:53,883 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-03-27 18:00:53,913 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-03-27 18:00:53,945 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-03-27 18:00:53,983 INFO test.py line 201 8122] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-03-27 18:00:54,170 INFO test.py line 291 8122] Test: scene0558_01 [28/78]-141342 Batch 4.137 (4.519) Accuracy 0.5200 (0.3277) mIoU 0.1189 (0.2383) +[2025-03-27 18:00:54,201 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-03-27 18:00:54,231 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-03-27 18:00:54,258 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 2/125 +[2025-03-27 18:00:54,285 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 3/125 +[2025-03-27 18:00:54,327 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 4/125 +[2025-03-27 18:00:54,371 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 5/125 +[2025-03-27 18:00:54,403 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 6/125 +[2025-03-27 18:00:54,428 INFO test.py line 201 8122] Test: 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18:00:57,026 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 103/125 +[2025-03-27 18:00:57,049 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 104/125 +[2025-03-27 18:00:57,074 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 105/125 +[2025-03-27 18:00:57,099 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 106/125 +[2025-03-27 18:00:57,123 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 107/125 +[2025-03-27 18:00:57,147 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 108/125 +[2025-03-27 18:00:57,170 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 109/125 +[2025-03-27 18:00:57,195 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 110/125 +[2025-03-27 18:00:57,219 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 111/125 +[2025-03-27 18:00:57,243 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 112/125 +[2025-03-27 18:00:57,266 INFO test.py line 201 8122] Test: 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18:00:57,568 INFO test.py line 201 8122] Test: 29/78-scene0430_01, Batch: 124/125 +[2025-03-27 18:00:57,748 INFO test.py line 291 8122] Test: scene0430_01 [29/78]-126166 Batch 3.578 (4.487) Accuracy 0.8677 (0.3288) mIoU 0.1788 (0.2395) +[2025-03-27 18:00:57,780 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 0/144 +[2025-03-27 18:00:57,802 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 1/144 +[2025-03-27 18:00:57,825 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 2/144 +[2025-03-27 18:00:57,848 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 3/144 +[2025-03-27 18:00:57,872 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 4/144 +[2025-03-27 18:00:57,895 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 5/144 +[2025-03-27 18:00:57,918 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 6/144 +[2025-03-27 18:00:57,942 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 7/144 +[2025-03-27 18:00:57,965 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 8/144 +[2025-03-27 18:00:57,988 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 9/144 +[2025-03-27 18:00:58,013 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 10/144 +[2025-03-27 18:00:58,039 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 11/144 +[2025-03-27 18:00:58,062 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 12/144 +[2025-03-27 18:00:58,085 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 13/144 +[2025-03-27 18:00:58,109 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 14/144 +[2025-03-27 18:00:58,133 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 15/144 +[2025-03-27 18:00:58,157 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 16/144 +[2025-03-27 18:00:58,181 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 17/144 +[2025-03-27 18:00:58,204 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 29/144 +[2025-03-27 18:00:58,490 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 30/144 +[2025-03-27 18:00:58,514 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 31/144 +[2025-03-27 18:00:58,538 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 32/144 +[2025-03-27 18:00:58,561 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 33/144 +[2025-03-27 18:00:58,585 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 34/144 +[2025-03-27 18:00:58,608 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 35/144 +[2025-03-27 18:00:58,632 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 36/144 +[2025-03-27 18:00:58,655 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 37/144 +[2025-03-27 18:00:58,680 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 38/144 +[2025-03-27 18:00:58,703 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 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Test: 30/78-scene0086_01, Batch: 50/144 +[2025-03-27 18:00:59,002 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 51/144 +[2025-03-27 18:00:59,029 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 52/144 +[2025-03-27 18:00:59,056 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 53/144 +[2025-03-27 18:00:59,082 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 54/144 +[2025-03-27 18:00:59,109 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 55/144 +[2025-03-27 18:00:59,135 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 56/144 +[2025-03-27 18:00:59,162 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 57/144 +[2025-03-27 18:00:59,188 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 58/144 +[2025-03-27 18:00:59,214 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 59/144 +[2025-03-27 18:00:59,241 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 60/144 +[2025-03-27 18:00:59,267 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 61/144 +[2025-03-27 18:00:59,293 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 62/144 +[2025-03-27 18:00:59,323 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 63/144 +[2025-03-27 18:00:59,349 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 64/144 +[2025-03-27 18:00:59,376 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 65/144 +[2025-03-27 18:00:59,402 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 66/144 +[2025-03-27 18:00:59,429 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 67/144 +[2025-03-27 18:00:59,455 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 68/144 +[2025-03-27 18:00:59,481 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 69/144 +[2025-03-27 18:00:59,506 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 70/144 +[2025-03-27 18:00:59,532 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 82/144 +[2025-03-27 18:00:59,868 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 83/144 +[2025-03-27 18:00:59,894 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 84/144 +[2025-03-27 18:00:59,921 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 85/144 +[2025-03-27 18:00:59,948 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 86/144 +[2025-03-27 18:00:59,975 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 87/144 +[2025-03-27 18:01:00,002 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 88/144 +[2025-03-27 18:01:00,028 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 89/144 +[2025-03-27 18:01:00,055 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 90/144 +[2025-03-27 18:01:00,081 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 91/144 +[2025-03-27 18:01:00,106 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 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8122] Test: 30/78-scene0086_01, Batch: 103/144 +[2025-03-27 18:01:00,437 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 104/144 +[2025-03-27 18:01:00,463 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 105/144 +[2025-03-27 18:01:00,490 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 106/144 +[2025-03-27 18:01:00,517 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 107/144 +[2025-03-27 18:01:00,545 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 108/144 +[2025-03-27 18:01:00,574 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 109/144 +[2025-03-27 18:01:00,603 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 110/144 +[2025-03-27 18:01:00,631 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 111/144 +[2025-03-27 18:01:00,660 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 112/144 +[2025-03-27 18:01:00,692 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 113/144 +[2025-03-27 18:01:00,719 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 114/144 +[2025-03-27 18:01:00,749 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 115/144 +[2025-03-27 18:01:00,777 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 116/144 +[2025-03-27 18:01:00,805 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 117/144 +[2025-03-27 18:01:00,835 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 118/144 +[2025-03-27 18:01:00,862 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 119/144 +[2025-03-27 18:01:00,890 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 120/144 +[2025-03-27 18:01:00,919 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 121/144 +[2025-03-27 18:01:00,947 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 122/144 +[2025-03-27 18:01:00,976 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 123/144 +[2025-03-27 18:01:01,005 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 124/144 +[2025-03-27 18:01:01,037 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 125/144 +[2025-03-27 18:01:01,064 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 126/144 +[2025-03-27 18:01:01,092 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 127/144 +[2025-03-27 18:01:01,121 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 128/144 +[2025-03-27 18:01:01,149 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 129/144 +[2025-03-27 18:01:01,183 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 130/144 +[2025-03-27 18:01:01,212 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 131/144 +[2025-03-27 18:01:01,240 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 132/144 +[2025-03-27 18:01:01,269 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 133/144 +[2025-03-27 18:01:01,295 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 134/144 +[2025-03-27 18:01:01,321 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 135/144 +[2025-03-27 18:01:01,348 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 136/144 +[2025-03-27 18:01:01,374 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 137/144 +[2025-03-27 18:01:01,401 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 138/144 +[2025-03-27 18:01:01,427 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 139/144 +[2025-03-27 18:01:01,455 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 140/144 +[2025-03-27 18:01:01,481 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 141/144 +[2025-03-27 18:01:01,508 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 142/144 +[2025-03-27 18:01:01,535 INFO test.py line 201 8122] Test: 30/78-scene0086_01, Batch: 143/144 +[2025-03-27 18:01:01,677 INFO test.py line 291 8122] Test: scene0086_01 [30/78]-124210 Batch 3.929 (4.468) Accuracy 0.7505 (0.3244) mIoU 0.1826 (0.2410) +[2025-03-27 18:01:03,693 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-03-27 18:01:03,752 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-03-27 18:01:03,815 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-03-27 18:01:03,873 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-03-27 18:01:03,943 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-03-27 18:01:04,011 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-03-27 18:01:04,079 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-03-27 18:01:04,136 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-03-27 18:01:04,189 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-03-27 18:01:04,243 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-03-27 18:01:04,297 INFO test.py line 201 8122] Test: 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18:01:11,131 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 127/138 +[2025-03-27 18:01:11,185 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 128/138 +[2025-03-27 18:01:11,241 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 129/138 +[2025-03-27 18:01:11,296 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 130/138 +[2025-03-27 18:01:11,351 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 131/138 +[2025-03-27 18:01:11,408 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 132/138 +[2025-03-27 18:01:11,465 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 133/138 +[2025-03-27 18:01:11,524 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-03-27 18:01:11,583 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-03-27 18:01:11,641 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-03-27 18:01:11,722 INFO test.py line 201 8122] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-03-27 18:01:12,186 INFO test.py line 291 8122] Test: scene0500_00 [31/78]-396942 Batch 8.562 (4.600) Accuracy 0.7455 (0.3234) mIoU 0.1377 (0.2409) +[2025-03-27 18:01:12,224 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-03-27 18:01:12,269 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-03-27 18:01:12,327 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 2/121 +[2025-03-27 18:01:12,359 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 3/121 +[2025-03-27 18:01:12,393 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 4/121 +[2025-03-27 18:01:12,425 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 5/121 +[2025-03-27 18:01:12,463 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 6/121 +[2025-03-27 18:01:12,498 INFO test.py line 201 8122] Test: 32/78-scene0064_01, Batch: 7/121 +[2025-03-27 18:01:12,531 INFO test.py line 201 8122] Test: 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Test: 33/78-scene0553_01, Batch: 87/117 +[2025-03-27 18:01:18,920 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 88/117 +[2025-03-27 18:01:18,945 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 89/117 +[2025-03-27 18:01:18,970 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 90/117 +[2025-03-27 18:01:18,994 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 91/117 +[2025-03-27 18:01:19,019 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 92/117 +[2025-03-27 18:01:19,054 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 93/117 +[2025-03-27 18:01:19,078 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 94/117 +[2025-03-27 18:01:19,102 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 95/117 +[2025-03-27 18:01:19,127 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 96/117 +[2025-03-27 18:01:19,151 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 97/117 +[2025-03-27 18:01:19,176 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 98/117 +[2025-03-27 18:01:19,201 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 99/117 +[2025-03-27 18:01:19,227 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 100/117 +[2025-03-27 18:01:19,252 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 101/117 +[2025-03-27 18:01:19,277 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 102/117 +[2025-03-27 18:01:19,302 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 103/117 +[2025-03-27 18:01:19,328 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 104/117 +[2025-03-27 18:01:19,353 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 105/117 +[2025-03-27 18:01:19,378 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 106/117 +[2025-03-27 18:01:19,416 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 107/117 +[2025-03-27 18:01:19,441 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 108/117 +[2025-03-27 18:01:19,465 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 109/117 +[2025-03-27 18:01:19,490 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 110/117 +[2025-03-27 18:01:19,515 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 111/117 +[2025-03-27 18:01:19,539 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 112/117 +[2025-03-27 18:01:19,564 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 113/117 +[2025-03-27 18:01:19,588 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 114/117 +[2025-03-27 18:01:19,613 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 115/117 +[2025-03-27 18:01:19,638 INFO test.py line 201 8122] Test: 33/78-scene0553_01, Batch: 116/117 +[2025-03-27 18:01:19,702 INFO test.py line 291 8122] Test: scene0553_01 [33/78]-61388 Batch 3.357 (4.549) Accuracy 0.8515 (0.3215) mIoU 0.1902 (0.2388) +[2025-03-27 18:01:19,736 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 0/138 +[2025-03-27 18:01:19,767 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 1/138 +[2025-03-27 18:01:19,798 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 2/138 +[2025-03-27 18:01:19,829 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 3/138 +[2025-03-27 18:01:19,860 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 4/138 +[2025-03-27 18:01:19,894 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 5/138 +[2025-03-27 18:01:19,926 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 6/138 +[2025-03-27 18:01:19,958 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 7/138 +[2025-03-27 18:01:19,991 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 8/138 +[2025-03-27 18:01:20,025 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 9/138 +[2025-03-27 18:01:20,061 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 10/138 +[2025-03-27 18:01:20,096 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 11/138 +[2025-03-27 18:01:20,130 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 12/138 +[2025-03-27 18:01:20,164 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 13/138 +[2025-03-27 18:01:20,198 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 14/138 +[2025-03-27 18:01:20,230 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 15/138 +[2025-03-27 18:01:20,263 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 16/138 +[2025-03-27 18:01:20,297 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 17/138 +[2025-03-27 18:01:20,331 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 18/138 +[2025-03-27 18:01:20,363 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 19/138 +[2025-03-27 18:01:20,397 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 20/138 +[2025-03-27 18:01:20,431 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 32/138 +[2025-03-27 18:01:20,837 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 33/138 +[2025-03-27 18:01:20,872 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 34/138 +[2025-03-27 18:01:20,913 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 35/138 +[2025-03-27 18:01:20,945 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 36/138 +[2025-03-27 18:01:20,986 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 37/138 +[2025-03-27 18:01:21,019 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 38/138 +[2025-03-27 18:01:21,052 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 39/138 +[2025-03-27 18:01:21,083 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 40/138 +[2025-03-27 18:01:21,113 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 41/138 +[2025-03-27 18:01:21,143 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 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Test: 34/78-scene0462_00, Batch: 53/138 +[2025-03-27 18:01:21,518 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 54/138 +[2025-03-27 18:01:21,550 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 55/138 +[2025-03-27 18:01:21,581 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 56/138 +[2025-03-27 18:01:21,614 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 57/138 +[2025-03-27 18:01:21,645 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 58/138 +[2025-03-27 18:01:21,675 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 59/138 +[2025-03-27 18:01:21,706 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 60/138 +[2025-03-27 18:01:21,735 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 61/138 +[2025-03-27 18:01:21,765 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 62/138 +[2025-03-27 18:01:21,796 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 63/138 +[2025-03-27 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INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 85/138 +[2025-03-27 18:01:22,580 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 86/138 +[2025-03-27 18:01:22,609 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 87/138 +[2025-03-27 18:01:22,641 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 88/138 +[2025-03-27 18:01:22,675 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 89/138 +[2025-03-27 18:01:22,718 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 90/138 +[2025-03-27 18:01:22,751 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 91/138 +[2025-03-27 18:01:22,783 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 92/138 +[2025-03-27 18:01:22,818 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 93/138 +[2025-03-27 18:01:22,851 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 94/138 +[2025-03-27 18:01:22,884 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 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8122] Test: 34/78-scene0462_00, Batch: 106/138 +[2025-03-27 18:01:23,344 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 107/138 +[2025-03-27 18:01:23,384 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 108/138 +[2025-03-27 18:01:23,427 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 109/138 +[2025-03-27 18:01:23,471 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 110/138 +[2025-03-27 18:01:23,513 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 111/138 +[2025-03-27 18:01:23,555 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 112/138 +[2025-03-27 18:01:23,599 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 113/138 +[2025-03-27 18:01:23,633 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 114/138 +[2025-03-27 18:01:23,667 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 115/138 +[2025-03-27 18:01:23,701 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 116/138 +[2025-03-27 18:01:23,736 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 117/138 +[2025-03-27 18:01:23,781 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 118/138 +[2025-03-27 18:01:23,816 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 119/138 +[2025-03-27 18:01:23,850 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 120/138 +[2025-03-27 18:01:23,884 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 121/138 +[2025-03-27 18:01:23,918 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 122/138 +[2025-03-27 18:01:23,952 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 123/138 +[2025-03-27 18:01:23,985 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 124/138 +[2025-03-27 18:01:24,021 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 125/138 +[2025-03-27 18:01:24,054 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 126/138 +[2025-03-27 18:01:24,087 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 127/138 +[2025-03-27 18:01:24,119 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 128/138 +[2025-03-27 18:01:24,153 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 129/138 +[2025-03-27 18:01:24,187 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 130/138 +[2025-03-27 18:01:24,220 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 131/138 +[2025-03-27 18:01:24,253 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 132/138 +[2025-03-27 18:01:24,288 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 133/138 +[2025-03-27 18:01:24,319 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 134/138 +[2025-03-27 18:01:24,352 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 135/138 +[2025-03-27 18:01:24,386 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 136/138 +[2025-03-27 18:01:24,419 INFO test.py line 201 8122] Test: 34/78-scene0462_00, Batch: 137/138 +[2025-03-27 18:01:24,592 INFO test.py line 291 8122] Test: scene0462_00 [34/78]-156714 Batch 4.890 (4.559) Accuracy 0.6606 (0.3209) mIoU 0.0920 (0.2380) +[2025-03-27 18:01:24,620 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-03-27 18:01:24,645 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-03-27 18:01:24,669 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-03-27 18:01:24,693 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-03-27 18:01:24,717 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-03-27 18:01:24,745 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 5/113 +[2025-03-27 18:01:24,766 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 6/113 +[2025-03-27 18:01:24,788 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 7/113 +[2025-03-27 18:01:24,811 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 8/113 +[2025-03-27 18:01:24,836 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 9/113 +[2025-03-27 18:01:24,860 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 10/113 +[2025-03-27 18:01:24,885 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 11/113 +[2025-03-27 18:01:24,910 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 12/113 +[2025-03-27 18:01:24,936 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 13/113 +[2025-03-27 18:01:24,961 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 14/113 +[2025-03-27 18:01:24,987 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 15/113 +[2025-03-27 18:01:25,013 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 16/113 +[2025-03-27 18:01:25,038 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 17/113 +[2025-03-27 18:01:25,064 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 18/113 +[2025-03-27 18:01:25,090 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 30/113 +[2025-03-27 18:01:25,416 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 31/113 +[2025-03-27 18:01:25,442 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 32/113 +[2025-03-27 18:01:25,469 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 33/113 +[2025-03-27 18:01:25,496 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 34/113 +[2025-03-27 18:01:25,523 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 35/113 +[2025-03-27 18:01:25,550 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 36/113 +[2025-03-27 18:01:25,576 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 37/113 +[2025-03-27 18:01:25,604 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 38/113 +[2025-03-27 18:01:25,629 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 39/113 +[2025-03-27 18:01:25,657 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 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Test: 35/78-scene0146_00, Batch: 51/113 +[2025-03-27 18:01:25,962 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 52/113 +[2025-03-27 18:01:25,988 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 53/113 +[2025-03-27 18:01:26,013 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 54/113 +[2025-03-27 18:01:26,037 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 55/113 +[2025-03-27 18:01:26,061 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 56/113 +[2025-03-27 18:01:26,086 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 57/113 +[2025-03-27 18:01:26,109 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 58/113 +[2025-03-27 18:01:26,133 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 59/113 +[2025-03-27 18:01:26,157 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 60/113 +[2025-03-27 18:01:26,181 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 61/113 +[2025-03-27 18:01:26,202 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 62/113 +[2025-03-27 18:01:26,224 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 63/113 +[2025-03-27 18:01:26,247 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 64/113 +[2025-03-27 18:01:26,268 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 65/113 +[2025-03-27 18:01:26,290 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 66/113 +[2025-03-27 18:01:26,313 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 67/113 +[2025-03-27 18:01:26,340 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 68/113 +[2025-03-27 18:01:26,365 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 69/113 +[2025-03-27 18:01:26,389 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 70/113 +[2025-03-27 18:01:26,414 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 71/113 +[2025-03-27 18:01:26,438 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 83/113 +[2025-03-27 18:01:26,746 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 84/113 +[2025-03-27 18:01:26,775 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 85/113 +[2025-03-27 18:01:26,805 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 86/113 +[2025-03-27 18:01:26,832 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 87/113 +[2025-03-27 18:01:26,856 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 88/113 +[2025-03-27 18:01:26,895 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 89/113 +[2025-03-27 18:01:26,932 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 90/113 +[2025-03-27 18:01:26,967 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 91/113 +[2025-03-27 18:01:27,003 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 92/113 +[2025-03-27 18:01:27,039 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 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8122] Test: 35/78-scene0146_00, Batch: 104/113 +[2025-03-27 18:01:27,457 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 105/113 +[2025-03-27 18:01:27,483 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 106/113 +[2025-03-27 18:01:27,510 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 107/113 +[2025-03-27 18:01:27,538 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 108/113 +[2025-03-27 18:01:27,565 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 109/113 +[2025-03-27 18:01:27,598 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 110/113 +[2025-03-27 18:01:27,629 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 111/113 +[2025-03-27 18:01:27,657 INFO test.py line 201 8122] Test: 35/78-scene0146_00, Batch: 112/113 +[2025-03-27 18:01:27,725 INFO test.py line 291 8122] Test: scene0146_00 [35/78]-60438 Batch 3.132 (4.518) Accuracy 0.8191 (0.3201) mIoU 0.1767 (0.2393) +[2025-03-27 18:01:27,786 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-03-27 18:01:27,839 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-03-27 18:01:27,888 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-03-27 18:01:27,939 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-03-27 18:01:27,991 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-03-27 18:01:28,041 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-03-27 18:01:28,090 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 6/134 +[2025-03-27 18:01:28,137 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 7/134 +[2025-03-27 18:01:28,186 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 8/134 +[2025-03-27 18:01:28,219 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 9/134 +[2025-03-27 18:01:28,253 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 10/134 +[2025-03-27 18:01:28,286 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 11/134 +[2025-03-27 18:01:28,320 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 12/134 +[2025-03-27 18:01:28,354 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 13/134 +[2025-03-27 18:01:28,387 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 14/134 +[2025-03-27 18:01:28,421 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 15/134 +[2025-03-27 18:01:28,455 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 16/134 +[2025-03-27 18:01:28,490 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 17/134 +[2025-03-27 18:01:28,522 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 18/134 +[2025-03-27 18:01:28,553 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 19/134 +[2025-03-27 18:01:28,584 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 20/134 +[2025-03-27 18:01:28,635 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 32/134 +[2025-03-27 18:01:29,037 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 33/134 +[2025-03-27 18:01:29,074 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 34/134 +[2025-03-27 18:01:29,107 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 35/134 +[2025-03-27 18:01:29,140 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 36/134 +[2025-03-27 18:01:29,175 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 37/134 +[2025-03-27 18:01:29,211 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 38/134 +[2025-03-27 18:01:29,247 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 39/134 +[2025-03-27 18:01:29,280 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 40/134 +[2025-03-27 18:01:29,314 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 41/134 +[2025-03-27 18:01:29,348 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 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+[2025-03-27 18:01:32,012 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 117/134 +[2025-03-27 18:01:32,047 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 118/134 +[2025-03-27 18:01:32,081 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 119/134 +[2025-03-27 18:01:32,115 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 120/134 +[2025-03-27 18:01:32,148 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 121/134 +[2025-03-27 18:01:32,181 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 122/134 +[2025-03-27 18:01:32,212 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 123/134 +[2025-03-27 18:01:32,242 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 124/134 +[2025-03-27 18:01:32,273 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 125/134 +[2025-03-27 18:01:32,303 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 126/134 +[2025-03-27 18:01:32,334 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 127/134 +[2025-03-27 18:01:32,364 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 128/134 +[2025-03-27 18:01:32,393 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 129/134 +[2025-03-27 18:01:32,422 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-03-27 18:01:32,451 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-03-27 18:01:32,481 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-03-27 18:01:32,511 INFO test.py line 201 8122] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-03-27 18:01:32,706 INFO test.py line 291 8122] Test: scene0131_01 [36/78]-172221 Batch 4.980 (4.531) Accuracy 0.7136 (0.3188) mIoU 0.1291 (0.2378) +[2025-03-27 18:01:32,738 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-03-27 18:01:32,765 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-03-27 18:01:32,793 INFO test.py line 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+[2025-03-27 18:01:36,060 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 119/131 +[2025-03-27 18:01:36,087 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 120/131 +[2025-03-27 18:01:36,113 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 121/131 +[2025-03-27 18:01:36,141 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 122/131 +[2025-03-27 18:01:36,168 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 123/131 +[2025-03-27 18:01:36,195 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 124/131 +[2025-03-27 18:01:36,238 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 125/131 +[2025-03-27 18:01:36,271 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 126/131 +[2025-03-27 18:01:36,302 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 127/131 +[2025-03-27 18:01:36,334 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 128/131 +[2025-03-27 18:01:36,371 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 129/131 +[2025-03-27 18:01:36,402 INFO test.py line 201 8122] Test: 37/78-scene0086_00, Batch: 130/131 +[2025-03-27 18:01:36,534 INFO test.py line 291 8122] Test: scene0086_00 [37/78]-124572 Batch 3.828 (4.512) Accuracy 0.7487 (0.3186) mIoU 0.1933 (0.2383) +[2025-03-27 18:01:36,570 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 0/113 +[2025-03-27 18:01:36,606 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 1/113 +[2025-03-27 18:01:36,638 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 2/113 +[2025-03-27 18:01:36,686 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 3/113 +[2025-03-27 18:01:36,738 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 4/113 +[2025-03-27 18:01:36,784 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 5/113 +[2025-03-27 18:01:36,841 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 6/113 +[2025-03-27 18:01:36,883 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 7/113 +[2025-03-27 18:01:36,924 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 8/113 +[2025-03-27 18:01:36,961 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 9/113 +[2025-03-27 18:01:36,998 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 10/113 +[2025-03-27 18:01:37,035 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 11/113 +[2025-03-27 18:01:37,072 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 12/113 +[2025-03-27 18:01:37,110 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 13/113 +[2025-03-27 18:01:37,148 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 14/113 +[2025-03-27 18:01:37,185 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 15/113 +[2025-03-27 18:01:37,233 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 16/113 +[2025-03-27 18:01:37,279 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 17/113 +[2025-03-27 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INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 92/113 +[2025-03-27 18:01:39,461 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 93/113 +[2025-03-27 18:01:39,490 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 94/113 +[2025-03-27 18:01:39,519 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 95/113 +[2025-03-27 18:01:39,548 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 96/113 +[2025-03-27 18:01:39,578 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 97/113 +[2025-03-27 18:01:39,607 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 98/113 +[2025-03-27 18:01:39,637 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 99/113 +[2025-03-27 18:01:39,666 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 100/113 +[2025-03-27 18:01:39,695 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 101/113 +[2025-03-27 18:01:39,724 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 102/113 +[2025-03-27 18:01:39,753 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 103/113 +[2025-03-27 18:01:39,782 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 104/113 +[2025-03-27 18:01:39,811 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 105/113 +[2025-03-27 18:01:39,841 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 106/113 +[2025-03-27 18:01:39,870 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 107/113 +[2025-03-27 18:01:39,899 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 108/113 +[2025-03-27 18:01:39,927 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 109/113 +[2025-03-27 18:01:39,955 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 110/113 +[2025-03-27 18:01:39,983 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 111/113 +[2025-03-27 18:01:40,011 INFO test.py line 201 8122] Test: 38/78-scene0196_00, Batch: 112/113 +[2025-03-27 18:01:40,159 INFO test.py line 291 8122] Test: scene0196_00 [38/78]-146032 Batch 3.625 (4.489) Accuracy 0.8467 (0.3201) mIoU 0.1978 (0.2396) +[2025-03-27 18:01:40,199 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 0/129 +[2025-03-27 18:01:40,233 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 1/129 +[2025-03-27 18:01:40,267 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 2/129 +[2025-03-27 18:01:40,301 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 3/129 +[2025-03-27 18:01:40,335 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 4/129 +[2025-03-27 18:01:40,369 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 5/129 +[2025-03-27 18:01:40,403 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 6/129 +[2025-03-27 18:01:40,436 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 7/129 +[2025-03-27 18:01:40,470 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 8/129 +[2025-03-27 18:01:40,504 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 9/129 +[2025-03-27 18:01:40,538 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 10/129 +[2025-03-27 18:01:40,572 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 11/129 +[2025-03-27 18:01:40,605 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 12/129 +[2025-03-27 18:01:40,639 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 13/129 +[2025-03-27 18:01:40,673 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 14/129 +[2025-03-27 18:01:40,707 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 15/129 +[2025-03-27 18:01:40,741 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 16/129 +[2025-03-27 18:01:40,775 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 17/129 +[2025-03-27 18:01:40,809 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 18/129 +[2025-03-27 18:01:40,843 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 19/129 +[2025-03-27 18:01:40,877 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 20/129 +[2025-03-27 18:01:40,912 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 21/129 +[2025-03-27 18:01:40,946 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 22/129 +[2025-03-27 18:01:40,980 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 23/129 +[2025-03-27 18:01:41,014 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 24/129 +[2025-03-27 18:01:41,048 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 25/129 +[2025-03-27 18:01:41,083 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 26/129 +[2025-03-27 18:01:41,117 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 27/129 +[2025-03-27 18:01:41,152 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 28/129 +[2025-03-27 18:01:41,186 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 29/129 +[2025-03-27 18:01:41,221 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 41/129 +[2025-03-27 18:01:41,625 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 42/129 +[2025-03-27 18:01:41,658 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 43/129 +[2025-03-27 18:01:41,691 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 44/129 +[2025-03-27 18:01:41,724 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 45/129 +[2025-03-27 18:01:41,757 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 46/129 +[2025-03-27 18:01:41,790 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 47/129 +[2025-03-27 18:01:41,823 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 48/129 +[2025-03-27 18:01:41,856 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 49/129 +[2025-03-27 18:01:41,890 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 50/129 +[2025-03-27 18:01:41,922 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 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Test: 39/78-scene0050_00, Batch: 62/129 +[2025-03-27 18:01:42,332 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 63/129 +[2025-03-27 18:01:42,372 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 64/129 +[2025-03-27 18:01:42,409 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 65/129 +[2025-03-27 18:01:42,448 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 66/129 +[2025-03-27 18:01:42,486 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 67/129 +[2025-03-27 18:01:42,522 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 68/129 +[2025-03-27 18:01:42,560 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 69/129 +[2025-03-27 18:01:42,595 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 70/129 +[2025-03-27 18:01:42,641 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 71/129 +[2025-03-27 18:01:42,675 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 72/129 +[2025-03-27 18:01:42,709 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 73/129 +[2025-03-27 18:01:42,742 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 74/129 +[2025-03-27 18:01:42,775 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 75/129 +[2025-03-27 18:01:42,809 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 76/129 +[2025-03-27 18:01:42,843 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 77/129 +[2025-03-27 18:01:42,877 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 78/129 +[2025-03-27 18:01:42,922 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 79/129 +[2025-03-27 18:01:42,959 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 80/129 +[2025-03-27 18:01:42,993 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 81/129 +[2025-03-27 18:01:43,027 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 82/129 +[2025-03-27 18:01:43,061 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 94/129 +[2025-03-27 18:01:43,488 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 95/129 +[2025-03-27 18:01:43,523 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 96/129 +[2025-03-27 18:01:43,558 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 97/129 +[2025-03-27 18:01:43,593 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 98/129 +[2025-03-27 18:01:43,628 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 99/129 +[2025-03-27 18:01:43,664 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 100/129 +[2025-03-27 18:01:43,699 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 101/129 +[2025-03-27 18:01:43,734 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 102/129 +[2025-03-27 18:01:43,769 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 103/129 +[2025-03-27 18:01:43,804 INFO test.py line 201 8122] Test: 39/78-scene0050_00, 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test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 115/129 +[2025-03-27 18:01:44,226 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 116/129 +[2025-03-27 18:01:44,260 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 117/129 +[2025-03-27 18:01:44,295 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 118/129 +[2025-03-27 18:01:44,330 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 119/129 +[2025-03-27 18:01:44,363 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 120/129 +[2025-03-27 18:01:44,397 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 121/129 +[2025-03-27 18:01:44,430 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 122/129 +[2025-03-27 18:01:44,463 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 123/129 +[2025-03-27 18:01:44,502 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 124/129 +[2025-03-27 18:01:44,541 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 125/129 +[2025-03-27 18:01:44,580 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-03-27 18:01:44,618 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-03-27 18:01:44,656 INFO test.py line 201 8122] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-03-27 18:01:44,887 INFO test.py line 291 8122] Test: scene0050_00 [39/78]-211406 Batch 4.727 (4.495) Accuracy 0.5388 (0.3197) mIoU 0.1080 (0.2376) +[2025-03-27 18:01:44,942 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-03-27 18:01:44,993 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-03-27 18:01:45,045 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-03-27 18:01:45,096 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-03-27 18:01:45,142 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-03-27 18:01:45,195 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 5/138 +[2025-03-27 18:01:45,238 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 6/138 +[2025-03-27 18:01:45,280 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 7/138 +[2025-03-27 18:01:45,322 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 8/138 +[2025-03-27 18:01:45,367 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 9/138 +[2025-03-27 18:01:45,411 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 10/138 +[2025-03-27 18:01:45,454 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 11/138 +[2025-03-27 18:01:45,512 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 12/138 +[2025-03-27 18:01:45,554 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 13/138 +[2025-03-27 18:01:45,596 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 14/138 +[2025-03-27 18:01:45,659 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 15/138 +[2025-03-27 18:01:45,702 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 16/138 +[2025-03-27 18:01:45,744 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 17/138 +[2025-03-27 18:01:45,787 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 18/138 +[2025-03-27 18:01:45,830 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 19/138 +[2025-03-27 18:01:45,872 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 20/138 +[2025-03-27 18:01:45,914 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 21/138 +[2025-03-27 18:01:45,956 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 22/138 +[2025-03-27 18:01:45,997 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 23/138 +[2025-03-27 18:01:46,039 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 24/138 +[2025-03-27 18:01:46,081 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 25/138 +[2025-03-27 18:01:46,122 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 26/138 +[2025-03-27 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INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 48/138 +[2025-03-27 18:01:47,168 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 49/138 +[2025-03-27 18:01:47,208 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 50/138 +[2025-03-27 18:01:47,248 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 51/138 +[2025-03-27 18:01:47,287 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 52/138 +[2025-03-27 18:01:47,327 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 53/138 +[2025-03-27 18:01:47,367 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 54/138 +[2025-03-27 18:01:47,416 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 55/138 +[2025-03-27 18:01:47,455 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 56/138 +[2025-03-27 18:01:47,494 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 57/138 +[2025-03-27 18:01:47,535 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 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18:01:50,336 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 122/138 +[2025-03-27 18:01:50,382 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 123/138 +[2025-03-27 18:01:50,428 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 124/138 +[2025-03-27 18:01:50,473 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 125/138 +[2025-03-27 18:01:50,517 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 126/138 +[2025-03-27 18:01:50,560 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 127/138 +[2025-03-27 18:01:50,602 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 128/138 +[2025-03-27 18:01:50,644 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 129/138 +[2025-03-27 18:01:50,685 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 130/138 +[2025-03-27 18:01:50,726 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 131/138 +[2025-03-27 18:01:50,767 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 132/138 +[2025-03-27 18:01:50,807 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 133/138 +[2025-03-27 18:01:50,848 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 134/138 +[2025-03-27 18:01:50,889 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 135/138 +[2025-03-27 18:01:50,931 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 136/138 +[2025-03-27 18:01:50,972 INFO test.py line 201 8122] Test: 40/78-scene0616_00, Batch: 137/138 +[2025-03-27 18:01:51,301 INFO test.py line 291 8122] Test: scene0616_00 [40/78]-310248 Batch 6.414 (4.543) Accuracy 0.6459 (0.3103) mIoU 0.1690 (0.2330) +[2025-03-27 18:01:51,339 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-03-27 18:01:51,372 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-03-27 18:01:51,410 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-03-27 18:01:51,453 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 3/142 +[2025-03-27 18:01:51,487 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 4/142 +[2025-03-27 18:01:51,520 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 5/142 +[2025-03-27 18:01:51,553 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 6/142 +[2025-03-27 18:01:51,588 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 7/142 +[2025-03-27 18:01:51,623 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 8/142 +[2025-03-27 18:01:51,655 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 9/142 +[2025-03-27 18:01:51,688 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 10/142 +[2025-03-27 18:01:51,726 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 11/142 +[2025-03-27 18:01:51,759 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 12/142 +[2025-03-27 18:01:51,793 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 13/142 +[2025-03-27 18:01:51,827 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Test: 41/78-scene0095_00, Batch: 35/142 +[2025-03-27 18:01:52,628 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 36/142 +[2025-03-27 18:01:52,661 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 37/142 +[2025-03-27 18:01:52,695 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 38/142 +[2025-03-27 18:01:52,731 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 39/142 +[2025-03-27 18:01:52,763 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 40/142 +[2025-03-27 18:01:52,795 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 41/142 +[2025-03-27 18:01:52,828 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 42/142 +[2025-03-27 18:01:52,860 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 43/142 +[2025-03-27 18:01:52,892 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 44/142 +[2025-03-27 18:01:52,924 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 45/142 +[2025-03-27 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18:01:55,397 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 120/142 +[2025-03-27 18:01:55,433 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 121/142 +[2025-03-27 18:01:55,467 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 122/142 +[2025-03-27 18:01:55,501 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 123/142 +[2025-03-27 18:01:55,536 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 124/142 +[2025-03-27 18:01:55,571 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 125/142 +[2025-03-27 18:01:55,606 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 126/142 +[2025-03-27 18:01:55,640 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 127/142 +[2025-03-27 18:01:55,674 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 128/142 +[2025-03-27 18:01:55,710 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 129/142 +[2025-03-27 18:01:55,745 INFO test.py line 201 8122] Test: 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18:01:56,117 INFO test.py line 201 8122] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-03-27 18:01:56,354 INFO test.py line 291 8122] Test: scene0095_00 [41/78]-214895 Batch 5.052 (4.555) Accuracy 0.8074 (0.3100) mIoU 0.1860 (0.2335) +[2025-03-27 18:01:56,382 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-03-27 18:01:56,407 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 1/139 +[2025-03-27 18:01:56,430 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 2/139 +[2025-03-27 18:01:56,456 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 3/139 +[2025-03-27 18:01:56,480 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 4/139 +[2025-03-27 18:01:56,505 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 5/139 +[2025-03-27 18:01:56,530 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 6/139 +[2025-03-27 18:01:56,554 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 7/139 +[2025-03-27 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8122] Test: 42/78-scene0701_01, Batch: 103/139 +[2025-03-27 18:01:58,904 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 104/139 +[2025-03-27 18:01:58,928 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 105/139 +[2025-03-27 18:01:58,951 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 106/139 +[2025-03-27 18:01:58,976 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 107/139 +[2025-03-27 18:01:58,999 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 108/139 +[2025-03-27 18:01:59,022 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 109/139 +[2025-03-27 18:01:59,046 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 110/139 +[2025-03-27 18:01:59,070 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 111/139 +[2025-03-27 18:01:59,094 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 112/139 +[2025-03-27 18:01:59,118 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 113/139 +[2025-03-27 18:01:59,143 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 114/139 +[2025-03-27 18:01:59,166 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 115/139 +[2025-03-27 18:01:59,191 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 116/139 +[2025-03-27 18:01:59,216 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 117/139 +[2025-03-27 18:01:59,240 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 118/139 +[2025-03-27 18:01:59,267 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 119/139 +[2025-03-27 18:01:59,291 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 120/139 +[2025-03-27 18:01:59,315 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 121/139 +[2025-03-27 18:01:59,340 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 122/139 +[2025-03-27 18:01:59,364 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 123/139 +[2025-03-27 18:01:59,388 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 124/139 +[2025-03-27 18:01:59,411 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 125/139 +[2025-03-27 18:01:59,442 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 126/139 +[2025-03-27 18:01:59,466 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 127/139 +[2025-03-27 18:01:59,490 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 128/139 +[2025-03-27 18:01:59,514 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 129/139 +[2025-03-27 18:01:59,538 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 130/139 +[2025-03-27 18:01:59,560 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 131/139 +[2025-03-27 18:01:59,584 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 132/139 +[2025-03-27 18:01:59,607 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 133/139 +[2025-03-27 18:01:59,630 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 134/139 +[2025-03-27 18:01:59,656 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 135/139 +[2025-03-27 18:01:59,679 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 136/139 +[2025-03-27 18:01:59,703 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 137/139 +[2025-03-27 18:01:59,726 INFO test.py line 201 8122] Test: 42/78-scene0701_01, Batch: 138/139 +[2025-03-27 18:01:59,814 INFO test.py line 291 8122] Test: scene0701_01 [42/78]-77206 Batch 3.460 (4.529) Accuracy 0.4783 (0.3064) mIoU 0.1049 (0.2313) +[2025-03-27 18:01:59,841 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-03-27 18:01:59,864 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-03-27 18:01:59,885 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-03-27 18:01:59,911 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-03-27 18:01:59,932 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-03-27 18:01:59,954 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-03-27 18:01:59,975 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-03-27 18:01:59,996 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-03-27 18:02:00,019 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-03-27 18:02:00,040 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-03-27 18:02:00,062 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-03-27 18:02:00,083 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 11/112 +[2025-03-27 18:02:00,104 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 12/112 +[2025-03-27 18:02:00,126 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 13/112 +[2025-03-27 18:02:00,146 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 14/112 +[2025-03-27 18:02:00,168 INFO test.py line 201 8122] Test: 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Test: 43/78-scene0406_01, Batch: 47/112 +[2025-03-27 18:02:00,901 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 48/112 +[2025-03-27 18:02:00,923 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 49/112 +[2025-03-27 18:02:00,945 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 50/112 +[2025-03-27 18:02:00,967 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 51/112 +[2025-03-27 18:02:00,990 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 52/112 +[2025-03-27 18:02:01,011 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 53/112 +[2025-03-27 18:02:01,035 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 54/112 +[2025-03-27 18:02:01,059 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 55/112 +[2025-03-27 18:02:01,081 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 56/112 +[2025-03-27 18:02:01,104 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 57/112 +[2025-03-27 18:02:01,127 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 58/112 +[2025-03-27 18:02:01,160 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 59/112 +[2025-03-27 18:02:01,185 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 60/112 +[2025-03-27 18:02:01,209 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 61/112 +[2025-03-27 18:02:01,231 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 62/112 +[2025-03-27 18:02:01,254 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 63/112 +[2025-03-27 18:02:01,277 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 64/112 +[2025-03-27 18:02:01,300 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 65/112 +[2025-03-27 18:02:01,323 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 66/112 +[2025-03-27 18:02:01,346 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 67/112 +[2025-03-27 18:02:01,369 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 79/112 +[2025-03-27 18:02:01,671 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 80/112 +[2025-03-27 18:02:01,695 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 81/112 +[2025-03-27 18:02:01,721 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 82/112 +[2025-03-27 18:02:01,747 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 83/112 +[2025-03-27 18:02:01,775 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 84/112 +[2025-03-27 18:02:01,800 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 85/112 +[2025-03-27 18:02:01,824 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 86/112 +[2025-03-27 18:02:01,850 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 87/112 +[2025-03-27 18:02:01,886 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 88/112 +[2025-03-27 18:02:01,910 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 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Test: 43/78-scene0406_01, Batch: 100/112 +[2025-03-27 18:02:02,244 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 101/112 +[2025-03-27 18:02:02,269 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 102/112 +[2025-03-27 18:02:02,294 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 103/112 +[2025-03-27 18:02:02,319 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 104/112 +[2025-03-27 18:02:02,342 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 105/112 +[2025-03-27 18:02:02,366 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 106/112 +[2025-03-27 18:02:02,401 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 107/112 +[2025-03-27 18:02:02,434 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 108/112 +[2025-03-27 18:02:02,471 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 109/112 +[2025-03-27 18:02:02,509 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 110/112 +[2025-03-27 18:02:02,551 INFO test.py line 201 8122] Test: 43/78-scene0406_01, Batch: 111/112 +[2025-03-27 18:02:02,607 INFO test.py line 291 8122] Test: scene0406_01 [43/78]-45557 Batch 2.792 (4.489) Accuracy 0.6910 (0.3113) mIoU 0.2437 (0.2387) +[2025-03-27 18:02:03,631 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 0/118 +[2025-03-27 18:02:03,687 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 1/118 +[2025-03-27 18:02:03,741 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 2/118 +[2025-03-27 18:02:03,954 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 3/118 +[2025-03-27 18:02:04,012 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 4/118 +[2025-03-27 18:02:04,073 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 5/118 +[2025-03-27 18:02:04,137 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 6/118 +[2025-03-27 18:02:04,204 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 7/118 +[2025-03-27 18:02:04,256 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 8/118 +[2025-03-27 18:02:04,307 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 9/118 +[2025-03-27 18:02:04,356 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 10/118 +[2025-03-27 18:02:04,411 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 11/118 +[2025-03-27 18:02:04,469 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 12/118 +[2025-03-27 18:02:04,523 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 13/118 +[2025-03-27 18:02:04,580 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 14/118 +[2025-03-27 18:02:04,634 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 15/118 +[2025-03-27 18:02:04,686 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 16/118 +[2025-03-27 18:02:04,740 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 17/118 +[2025-03-27 18:02:04,790 INFO test.py line 201 8122] Test: 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8122] Test: 44/78-scene0329_01, Batch: 103/118 +[2025-03-27 18:02:09,386 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 104/118 +[2025-03-27 18:02:09,442 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 105/118 +[2025-03-27 18:02:09,498 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 106/118 +[2025-03-27 18:02:09,554 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 107/118 +[2025-03-27 18:02:09,608 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 108/118 +[2025-03-27 18:02:09,658 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 109/118 +[2025-03-27 18:02:09,709 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 110/118 +[2025-03-27 18:02:09,760 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-03-27 18:02:09,813 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 112/118 +[2025-03-27 18:02:09,866 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 113/118 +[2025-03-27 18:02:09,920 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 114/118 +[2025-03-27 18:02:09,974 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 115/118 +[2025-03-27 18:02:10,028 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 116/118 +[2025-03-27 18:02:10,082 INFO test.py line 201 8122] Test: 44/78-scene0329_01, Batch: 117/118 +[2025-03-27 18:02:10,487 INFO test.py line 291 8122] Test: scene0329_01 [44/78]-368473 Batch 6.917 (4.544) Accuracy 0.8063 (0.3131) mIoU 0.2045 (0.2403) +[2025-03-27 18:02:10,516 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 0/104 +[2025-03-27 18:02:10,542 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 1/104 +[2025-03-27 18:02:10,565 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 2/104 +[2025-03-27 18:02:10,588 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-03-27 18:02:10,614 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-03-27 18:02:10,639 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-03-27 18:02:10,663 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-03-27 18:02:10,695 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-03-27 18:02:10,719 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-03-27 18:02:10,745 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-03-27 18:02:10,771 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-03-27 18:02:10,795 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-03-27 18:02:10,821 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-03-27 18:02:10,846 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 13/104 +[2025-03-27 18:02:10,872 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 14/104 +[2025-03-27 18:02:10,898 INFO test.py line 201 8122] Test: 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Test: 45/78-scene0100_01, Batch: 47/104 +[2025-03-27 18:02:11,769 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 48/104 +[2025-03-27 18:02:11,794 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 49/104 +[2025-03-27 18:02:11,819 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 50/104 +[2025-03-27 18:02:11,844 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 51/104 +[2025-03-27 18:02:11,869 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 52/104 +[2025-03-27 18:02:11,896 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 53/104 +[2025-03-27 18:02:11,919 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 54/104 +[2025-03-27 18:02:11,942 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 55/104 +[2025-03-27 18:02:11,965 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 56/104 +[2025-03-27 18:02:11,988 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 57/104 +[2025-03-27 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INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 79/104 +[2025-03-27 18:02:12,561 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 80/104 +[2025-03-27 18:02:12,586 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 81/104 +[2025-03-27 18:02:12,611 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 82/104 +[2025-03-27 18:02:12,636 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 83/104 +[2025-03-27 18:02:12,660 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 84/104 +[2025-03-27 18:02:12,684 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 85/104 +[2025-03-27 18:02:12,710 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 86/104 +[2025-03-27 18:02:12,735 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 87/104 +[2025-03-27 18:02:12,760 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 88/104 +[2025-03-27 18:02:12,786 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 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Test: 45/78-scene0100_01, Batch: 100/104 +[2025-03-27 18:02:13,283 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-03-27 18:02:13,323 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-03-27 18:02:13,365 INFO test.py line 201 8122] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-03-27 18:02:13,423 INFO test.py line 291 8122] Test: scene0100_01 [45/78]-51211 Batch 2.935 (4.508) Accuracy 0.6129 (0.3076) mIoU 0.1284 (0.2384) +[2025-03-27 18:02:13,453 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-03-27 18:02:13,481 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-03-27 18:02:13,511 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-03-27 18:02:13,541 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-03-27 18:02:13,570 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-03-27 18:02:13,594 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-03-27 18:02:13,621 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-03-27 18:02:13,646 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-03-27 18:02:13,669 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-03-27 18:02:13,694 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-03-27 18:02:13,718 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-03-27 18:02:13,742 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 11/127 +[2025-03-27 18:02:13,765 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 12/127 +[2025-03-27 18:02:13,788 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 13/127 +[2025-03-27 18:02:13,813 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 14/127 +[2025-03-27 18:02:13,838 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 15/127 +[2025-03-27 18:02:13,869 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 16/127 +[2025-03-27 18:02:13,900 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 17/127 +[2025-03-27 18:02:13,924 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 18/127 +[2025-03-27 18:02:13,952 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 19/127 +[2025-03-27 18:02:13,978 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 20/127 +[2025-03-27 18:02:14,001 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 21/127 +[2025-03-27 18:02:14,025 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 22/127 +[2025-03-27 18:02:14,049 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 23/127 +[2025-03-27 18:02:14,073 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 24/127 +[2025-03-27 18:02:14,097 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 25/127 +[2025-03-27 18:02:14,120 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 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Test: 46/78-scene0664_02, Batch: 37/127 +[2025-03-27 18:02:14,393 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 38/127 +[2025-03-27 18:02:14,419 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 39/127 +[2025-03-27 18:02:14,443 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 40/127 +[2025-03-27 18:02:14,466 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 41/127 +[2025-03-27 18:02:14,488 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 42/127 +[2025-03-27 18:02:14,511 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 43/127 +[2025-03-27 18:02:14,533 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 44/127 +[2025-03-27 18:02:14,555 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 45/127 +[2025-03-27 18:02:14,578 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 46/127 +[2025-03-27 18:02:14,601 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 47/127 +[2025-03-27 18:02:14,623 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 48/127 +[2025-03-27 18:02:14,646 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 49/127 +[2025-03-27 18:02:14,668 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 50/127 +[2025-03-27 18:02:14,691 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 51/127 +[2025-03-27 18:02:14,712 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 52/127 +[2025-03-27 18:02:14,736 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 53/127 +[2025-03-27 18:02:14,760 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 54/127 +[2025-03-27 18:02:14,783 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 55/127 +[2025-03-27 18:02:14,806 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 56/127 +[2025-03-27 18:02:14,832 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 57/127 +[2025-03-27 18:02:14,862 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 69/127 +[2025-03-27 18:02:15,130 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 70/127 +[2025-03-27 18:02:15,153 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 71/127 +[2025-03-27 18:02:15,175 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 72/127 +[2025-03-27 18:02:15,197 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 73/127 +[2025-03-27 18:02:15,219 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 74/127 +[2025-03-27 18:02:15,241 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 75/127 +[2025-03-27 18:02:15,263 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 76/127 +[2025-03-27 18:02:15,284 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 77/127 +[2025-03-27 18:02:15,308 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 78/127 +[2025-03-27 18:02:15,329 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 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Test: 46/78-scene0664_02, Batch: 90/127 +[2025-03-27 18:02:15,594 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 91/127 +[2025-03-27 18:02:15,616 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 92/127 +[2025-03-27 18:02:15,638 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 93/127 +[2025-03-27 18:02:15,660 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 94/127 +[2025-03-27 18:02:15,681 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 95/127 +[2025-03-27 18:02:15,707 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 96/127 +[2025-03-27 18:02:15,728 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 97/127 +[2025-03-27 18:02:15,750 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 98/127 +[2025-03-27 18:02:15,771 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 99/127 +[2025-03-27 18:02:15,793 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 100/127 +[2025-03-27 18:02:15,814 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 101/127 +[2025-03-27 18:02:15,837 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 102/127 +[2025-03-27 18:02:15,858 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 103/127 +[2025-03-27 18:02:15,881 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 104/127 +[2025-03-27 18:02:15,903 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 105/127 +[2025-03-27 18:02:15,927 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 106/127 +[2025-03-27 18:02:15,950 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 107/127 +[2025-03-27 18:02:15,974 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 108/127 +[2025-03-27 18:02:15,996 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 109/127 +[2025-03-27 18:02:16,019 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 110/127 +[2025-03-27 18:02:16,041 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 111/127 +[2025-03-27 18:02:16,063 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 112/127 +[2025-03-27 18:02:16,086 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 113/127 +[2025-03-27 18:02:16,107 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 114/127 +[2025-03-27 18:02:16,129 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 115/127 +[2025-03-27 18:02:16,156 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 116/127 +[2025-03-27 18:02:16,188 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 117/127 +[2025-03-27 18:02:16,218 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 118/127 +[2025-03-27 18:02:16,249 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 119/127 +[2025-03-27 18:02:16,280 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 120/127 +[2025-03-27 18:02:16,312 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 121/127 +[2025-03-27 18:02:16,343 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 122/127 +[2025-03-27 18:02:16,374 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 123/127 +[2025-03-27 18:02:16,406 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 124/127 +[2025-03-27 18:02:16,438 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 125/127 +[2025-03-27 18:02:16,469 INFO test.py line 201 8122] Test: 46/78-scene0664_02, Batch: 126/127 +[2025-03-27 18:02:16,522 INFO test.py line 291 8122] Test: scene0664_02 [46/78]-46804 Batch 3.099 (4.478) Accuracy 0.6378 (0.3077) mIoU 0.2118 (0.2397) +[2025-03-27 18:02:16,565 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 0/126 +[2025-03-27 18:02:16,601 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 1/126 +[2025-03-27 18:02:16,641 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 2/126 +[2025-03-27 18:02:16,681 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 3/126 +[2025-03-27 18:02:16,716 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 4/126 +[2025-03-27 18:02:16,752 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 5/126 +[2025-03-27 18:02:16,785 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 6/126 +[2025-03-27 18:02:16,817 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 7/126 +[2025-03-27 18:02:16,846 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 8/126 +[2025-03-27 18:02:16,875 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 9/126 +[2025-03-27 18:02:16,904 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 10/126 +[2025-03-27 18:02:16,933 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 11/126 +[2025-03-27 18:02:16,963 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 12/126 +[2025-03-27 18:02:16,991 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 13/126 +[2025-03-27 18:02:17,037 INFO test.py line 201 8122] Test: 47/78-scene0357_00, 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+[2025-03-27 18:02:17,676 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 36/126 +[2025-03-27 18:02:17,704 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 37/126 +[2025-03-27 18:02:17,731 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 38/126 +[2025-03-27 18:02:17,760 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 39/126 +[2025-03-27 18:02:17,788 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 40/126 +[2025-03-27 18:02:17,815 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 41/126 +[2025-03-27 18:02:17,847 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 42/126 +[2025-03-27 18:02:17,874 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 43/126 +[2025-03-27 18:02:17,901 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 44/126 +[2025-03-27 18:02:17,927 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 45/126 +[2025-03-27 18:02:17,954 INFO test.py line 201 8122] Test: 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Test: 47/78-scene0357_00, Batch: 78/126 +[2025-03-27 18:02:18,851 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 79/126 +[2025-03-27 18:02:18,879 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 80/126 +[2025-03-27 18:02:18,906 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 81/126 +[2025-03-27 18:02:18,934 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 82/126 +[2025-03-27 18:02:18,961 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 83/126 +[2025-03-27 18:02:18,988 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 84/126 +[2025-03-27 18:02:19,016 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 85/126 +[2025-03-27 18:02:19,045 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 86/126 +[2025-03-27 18:02:19,073 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 87/126 +[2025-03-27 18:02:19,120 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 88/126 +[2025-03-27 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18:02:19,842 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 110/126 +[2025-03-27 18:02:19,886 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 111/126 +[2025-03-27 18:02:19,915 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 112/126 +[2025-03-27 18:02:19,944 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 113/126 +[2025-03-27 18:02:19,973 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 114/126 +[2025-03-27 18:02:20,003 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 115/126 +[2025-03-27 18:02:20,031 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 116/126 +[2025-03-27 18:02:20,058 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 117/126 +[2025-03-27 18:02:20,085 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 118/126 +[2025-03-27 18:02:20,113 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 119/126 +[2025-03-27 18:02:20,141 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 120/126 +[2025-03-27 18:02:20,168 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 121/126 +[2025-03-27 18:02:20,196 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 122/126 +[2025-03-27 18:02:20,224 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 123/126 +[2025-03-27 18:02:20,251 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 124/126 +[2025-03-27 18:02:20,278 INFO test.py line 201 8122] Test: 47/78-scene0357_00, Batch: 125/126 +[2025-03-27 18:02:20,420 INFO test.py line 291 8122] Test: scene0357_00 [47/78]-136945 Batch 3.897 (4.465) Accuracy 0.5800 (0.3073) mIoU 0.1474 (0.2393) +[2025-03-27 18:02:20,462 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 0/125 +[2025-03-27 18:02:20,501 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 1/125 +[2025-03-27 18:02:20,538 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 2/125 +[2025-03-27 18:02:20,578 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 3/125 +[2025-03-27 18:02:20,614 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 4/125 +[2025-03-27 18:02:20,647 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 5/125 +[2025-03-27 18:02:20,678 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 6/125 +[2025-03-27 18:02:20,711 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 7/125 +[2025-03-27 18:02:20,742 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 8/125 +[2025-03-27 18:02:20,774 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 9/125 +[2025-03-27 18:02:20,805 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 10/125 +[2025-03-27 18:02:20,838 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 11/125 +[2025-03-27 18:02:20,870 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 12/125 +[2025-03-27 18:02:20,901 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 13/125 +[2025-03-27 18:02:20,932 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 14/125 +[2025-03-27 18:02:20,965 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 15/125 +[2025-03-27 18:02:20,998 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 16/125 +[2025-03-27 18:02:21,029 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 17/125 +[2025-03-27 18:02:21,061 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 18/125 +[2025-03-27 18:02:21,093 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 19/125 +[2025-03-27 18:02:21,125 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 20/125 +[2025-03-27 18:02:21,157 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 21/125 +[2025-03-27 18:02:21,189 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 22/125 +[2025-03-27 18:02:21,221 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 23/125 +[2025-03-27 18:02:21,253 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 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Test: 48/78-scene0474_00, Batch: 35/125 +[2025-03-27 18:02:21,638 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 36/125 +[2025-03-27 18:02:21,668 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 37/125 +[2025-03-27 18:02:21,699 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 38/125 +[2025-03-27 18:02:21,730 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 39/125 +[2025-03-27 18:02:21,760 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 40/125 +[2025-03-27 18:02:21,790 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 41/125 +[2025-03-27 18:02:21,831 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 42/125 +[2025-03-27 18:02:21,869 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 43/125 +[2025-03-27 18:02:21,900 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 44/125 +[2025-03-27 18:02:21,929 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 45/125 +[2025-03-27 18:02:21,960 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 46/125 +[2025-03-27 18:02:21,990 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 47/125 +[2025-03-27 18:02:22,020 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 48/125 +[2025-03-27 18:02:22,050 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 49/125 +[2025-03-27 18:02:22,081 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 50/125 +[2025-03-27 18:02:22,112 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 51/125 +[2025-03-27 18:02:22,142 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 52/125 +[2025-03-27 18:02:22,172 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 53/125 +[2025-03-27 18:02:22,211 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 54/125 +[2025-03-27 18:02:22,248 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 55/125 +[2025-03-27 18:02:22,284 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 67/125 +[2025-03-27 18:02:22,747 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 68/125 +[2025-03-27 18:02:22,784 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 69/125 +[2025-03-27 18:02:22,819 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 70/125 +[2025-03-27 18:02:22,852 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 71/125 +[2025-03-27 18:02:22,885 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 72/125 +[2025-03-27 18:02:22,918 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 73/125 +[2025-03-27 18:02:22,951 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 74/125 +[2025-03-27 18:02:22,983 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 75/125 +[2025-03-27 18:02:23,017 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 76/125 +[2025-03-27 18:02:23,050 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 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Test: 48/78-scene0474_00, Batch: 88/125 +[2025-03-27 18:02:23,505 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 89/125 +[2025-03-27 18:02:23,541 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 90/125 +[2025-03-27 18:02:23,579 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 91/125 +[2025-03-27 18:02:23,616 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 92/125 +[2025-03-27 18:02:23,651 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 93/125 +[2025-03-27 18:02:23,687 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 94/125 +[2025-03-27 18:02:23,723 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 95/125 +[2025-03-27 18:02:23,759 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 96/125 +[2025-03-27 18:02:23,795 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 97/125 +[2025-03-27 18:02:23,831 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 98/125 +[2025-03-27 18:02:23,868 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 99/125 +[2025-03-27 18:02:23,904 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 100/125 +[2025-03-27 18:02:23,941 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 101/125 +[2025-03-27 18:02:23,978 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 102/125 +[2025-03-27 18:02:24,015 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 103/125 +[2025-03-27 18:02:24,053 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 104/125 +[2025-03-27 18:02:24,090 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 105/125 +[2025-03-27 18:02:24,128 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 106/125 +[2025-03-27 18:02:24,164 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 107/125 +[2025-03-27 18:02:24,200 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 108/125 +[2025-03-27 18:02:24,236 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 109/125 +[2025-03-27 18:02:24,272 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 110/125 +[2025-03-27 18:02:24,308 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 111/125 +[2025-03-27 18:02:24,345 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 112/125 +[2025-03-27 18:02:24,381 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 113/125 +[2025-03-27 18:02:24,417 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-03-27 18:02:24,453 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-03-27 18:02:24,489 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-03-27 18:02:24,524 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-03-27 18:02:24,559 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-03-27 18:02:24,593 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-03-27 18:02:24,633 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-03-27 18:02:24,666 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-03-27 18:02:24,708 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-03-27 18:02:24,742 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-03-27 18:02:24,783 INFO test.py line 201 8122] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-03-27 18:02:24,989 INFO test.py line 291 8122] Test: scene0474_00 [48/78]-182281 Batch 4.569 (4.467) Accuracy 0.5864 (0.3064) mIoU 0.1472 (0.2379) +[2025-03-27 18:02:25,029 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-03-27 18:02:25,064 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-03-27 18:02:25,098 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-03-27 18:02:25,134 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-03-27 18:02:25,168 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-03-27 18:02:25,202 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-03-27 18:02:25,237 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-03-27 18:02:25,272 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-03-27 18:02:25,306 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-03-27 18:02:25,339 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-03-27 18:02:25,374 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-03-27 18:02:25,419 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 11/134 +[2025-03-27 18:02:25,453 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 12/134 +[2025-03-27 18:02:25,489 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 13/134 +[2025-03-27 18:02:25,524 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 14/134 +[2025-03-27 18:02:25,558 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 15/134 +[2025-03-27 18:02:25,592 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 16/134 +[2025-03-27 18:02:25,626 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 17/134 +[2025-03-27 18:02:25,661 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 18/134 +[2025-03-27 18:02:25,696 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 19/134 +[2025-03-27 18:02:25,730 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 20/134 +[2025-03-27 18:02:25,764 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 21/134 +[2025-03-27 18:02:25,798 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-03-27 18:02:25,832 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-03-27 18:02:25,866 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-03-27 18:02:25,900 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 25/134 +[2025-03-27 18:02:25,951 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 26/134 +[2025-03-27 18:02:25,984 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 27/134 +[2025-03-27 18:02:26,018 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 28/134 +[2025-03-27 18:02:26,052 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 29/134 +[2025-03-27 18:02:26,084 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 30/134 +[2025-03-27 18:02:26,118 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 31/134 +[2025-03-27 18:02:26,152 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 32/134 +[2025-03-27 18:02:26,185 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 33/134 +[2025-03-27 18:02:26,218 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 34/134 +[2025-03-27 18:02:26,251 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 35/134 +[2025-03-27 18:02:26,285 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 36/134 +[2025-03-27 18:02:26,322 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 37/134 +[2025-03-27 18:02:26,355 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 38/134 +[2025-03-27 18:02:26,390 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 39/134 +[2025-03-27 18:02:26,424 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 40/134 +[2025-03-27 18:02:26,458 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 41/134 +[2025-03-27 18:02:26,492 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 42/134 +[2025-03-27 18:02:26,525 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 43/134 +[2025-03-27 18:02:26,557 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 44/134 +[2025-03-27 18:02:26,589 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 45/134 +[2025-03-27 18:02:26,622 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 57/134 +[2025-03-27 18:02:27,064 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 58/134 +[2025-03-27 18:02:27,110 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 59/134 +[2025-03-27 18:02:27,153 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 60/134 +[2025-03-27 18:02:27,198 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 61/134 +[2025-03-27 18:02:27,241 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 62/134 +[2025-03-27 18:02:27,280 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 63/134 +[2025-03-27 18:02:27,326 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 64/134 +[2025-03-27 18:02:27,363 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 65/134 +[2025-03-27 18:02:27,400 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 66/134 +[2025-03-27 18:02:27,438 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 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Test: 49/78-scene0300_01, Batch: 78/134 +[2025-03-27 18:02:27,865 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 79/134 +[2025-03-27 18:02:27,898 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 80/134 +[2025-03-27 18:02:27,930 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 81/134 +[2025-03-27 18:02:27,962 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 82/134 +[2025-03-27 18:02:27,995 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 83/134 +[2025-03-27 18:02:28,031 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 84/134 +[2025-03-27 18:02:28,066 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 85/134 +[2025-03-27 18:02:28,100 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 86/134 +[2025-03-27 18:02:28,133 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 87/134 +[2025-03-27 18:02:28,178 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 88/134 +[2025-03-27 18:02:28,214 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 89/134 +[2025-03-27 18:02:28,250 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 90/134 +[2025-03-27 18:02:28,284 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 91/134 +[2025-03-27 18:02:28,320 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 92/134 +[2025-03-27 18:02:28,355 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 93/134 +[2025-03-27 18:02:28,391 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 94/134 +[2025-03-27 18:02:28,427 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 95/134 +[2025-03-27 18:02:28,473 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 96/134 +[2025-03-27 18:02:28,510 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 97/134 +[2025-03-27 18:02:28,545 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 98/134 +[2025-03-27 18:02:28,579 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 99/134 +[2025-03-27 18:02:28,613 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 100/134 +[2025-03-27 18:02:28,649 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 101/134 +[2025-03-27 18:02:28,684 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 102/134 +[2025-03-27 18:02:28,719 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 103/134 +[2025-03-27 18:02:28,754 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 104/134 +[2025-03-27 18:02:28,788 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 105/134 +[2025-03-27 18:02:28,824 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 106/134 +[2025-03-27 18:02:28,860 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 107/134 +[2025-03-27 18:02:28,895 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 108/134 +[2025-03-27 18:02:28,930 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 109/134 +[2025-03-27 18:02:28,965 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 110/134 +[2025-03-27 18:02:29,002 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-03-27 18:02:29,037 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-03-27 18:02:29,072 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-03-27 18:02:29,108 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-03-27 18:02:29,144 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-03-27 18:02:29,181 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-03-27 18:02:29,215 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-03-27 18:02:29,249 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-03-27 18:02:29,285 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-03-27 18:02:29,320 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-03-27 18:02:29,355 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-03-27 18:02:29,392 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-03-27 18:02:29,427 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-03-27 18:02:29,461 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-03-27 18:02:29,496 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-03-27 18:02:29,531 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-03-27 18:02:29,565 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-03-27 18:02:29,598 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-03-27 18:02:29,631 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-03-27 18:02:29,665 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-03-27 18:02:29,699 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-03-27 18:02:29,732 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-03-27 18:02:29,766 INFO test.py line 201 8122] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-03-27 18:02:29,959 INFO test.py line 291 8122] Test: scene0300_01 [49/78]-173223 Batch 4.969 (4.478) Accuracy 0.4793 (0.3062) mIoU 0.1411 (0.2368) +[2025-03-27 18:02:29,995 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-03-27 18:02:30,025 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-03-27 18:02:30,055 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 2/138 +[2025-03-27 18:02:30,087 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 3/138 +[2025-03-27 18:02:30,117 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 4/138 +[2025-03-27 18:02:30,151 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 5/138 +[2025-03-27 18:02:30,186 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 6/138 +[2025-03-27 18:02:30,219 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 7/138 +[2025-03-27 18:02:30,252 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 8/138 +[2025-03-27 18:02:30,283 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 9/138 +[2025-03-27 18:02:30,325 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 10/138 +[2025-03-27 18:02:30,356 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 11/138 +[2025-03-27 18:02:30,385 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 12/138 +[2025-03-27 18:02:30,413 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-03-27 18:02:30,442 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-03-27 18:02:30,472 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-03-27 18:02:30,502 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 27/138 +[2025-03-27 18:02:30,866 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 28/138 +[2025-03-27 18:02:30,898 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 29/138 +[2025-03-27 18:02:30,929 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 30/138 +[2025-03-27 18:02:30,960 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 31/138 +[2025-03-27 18:02:30,992 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 32/138 +[2025-03-27 18:02:31,024 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 33/138 +[2025-03-27 18:02:31,054 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 34/138 +[2025-03-27 18:02:31,086 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 35/138 +[2025-03-27 18:02:31,126 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 36/138 +[2025-03-27 18:02:31,156 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 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Test: 50/78-scene0426_03, Batch: 48/138 +[2025-03-27 18:02:31,529 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 49/138 +[2025-03-27 18:02:31,560 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 50/138 +[2025-03-27 18:02:31,592 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 51/138 +[2025-03-27 18:02:31,622 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 52/138 +[2025-03-27 18:02:31,654 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 53/138 +[2025-03-27 18:02:31,685 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 54/138 +[2025-03-27 18:02:31,718 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 55/138 +[2025-03-27 18:02:31,749 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 56/138 +[2025-03-27 18:02:31,779 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 57/138 +[2025-03-27 18:02:31,810 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 58/138 +[2025-03-27 18:02:31,848 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 59/138 +[2025-03-27 18:02:31,880 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 60/138 +[2025-03-27 18:02:31,909 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 61/138 +[2025-03-27 18:02:31,938 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 62/138 +[2025-03-27 18:02:31,967 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 63/138 +[2025-03-27 18:02:32,007 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 64/138 +[2025-03-27 18:02:32,035 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 65/138 +[2025-03-27 18:02:32,064 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 66/138 +[2025-03-27 18:02:32,093 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 67/138 +[2025-03-27 18:02:32,122 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 68/138 +[2025-03-27 18:02:32,153 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 80/138 +[2025-03-27 18:02:32,543 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 81/138 +[2025-03-27 18:02:32,573 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 82/138 +[2025-03-27 18:02:32,602 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 83/138 +[2025-03-27 18:02:32,632 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 84/138 +[2025-03-27 18:02:32,662 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 85/138 +[2025-03-27 18:02:32,691 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 86/138 +[2025-03-27 18:02:32,722 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 87/138 +[2025-03-27 18:02:32,752 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 88/138 +[2025-03-27 18:02:32,781 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 89/138 +[2025-03-27 18:02:32,811 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 90/138 +[2025-03-27 18:02:32,841 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 91/138 +[2025-03-27 18:02:32,871 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 92/138 +[2025-03-27 18:02:32,903 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 93/138 +[2025-03-27 18:02:32,962 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 94/138 +[2025-03-27 18:02:32,996 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 95/138 +[2025-03-27 18:02:33,029 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 96/138 +[2025-03-27 18:02:33,061 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 97/138 +[2025-03-27 18:02:33,097 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 98/138 +[2025-03-27 18:02:33,135 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 99/138 +[2025-03-27 18:02:33,191 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 100/138 +[2025-03-27 18:02:33,248 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 101/138 +[2025-03-27 18:02:33,277 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 102/138 +[2025-03-27 18:02:33,305 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 103/138 +[2025-03-27 18:02:33,333 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 104/138 +[2025-03-27 18:02:33,361 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 105/138 +[2025-03-27 18:02:33,390 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 106/138 +[2025-03-27 18:02:33,419 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 107/138 +[2025-03-27 18:02:33,450 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 108/138 +[2025-03-27 18:02:33,481 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 109/138 +[2025-03-27 18:02:33,512 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 110/138 +[2025-03-27 18:02:33,550 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-03-27 18:02:33,602 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-03-27 18:02:33,650 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-03-27 18:02:33,703 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-03-27 18:02:33,748 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-03-27 18:02:33,791 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-03-27 18:02:33,832 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-03-27 18:02:33,874 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-03-27 18:02:33,920 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-03-27 18:02:33,963 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-03-27 18:02:34,003 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-03-27 18:02:34,040 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-03-27 18:02:34,076 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-03-27 18:02:34,117 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-03-27 18:02:34,153 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-03-27 18:02:34,189 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-03-27 18:02:34,229 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-03-27 18:02:34,263 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 128/138 +[2025-03-27 18:02:34,293 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 129/138 +[2025-03-27 18:02:34,324 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 130/138 +[2025-03-27 18:02:34,355 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 131/138 +[2025-03-27 18:02:34,385 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 132/138 +[2025-03-27 18:02:34,416 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 133/138 +[2025-03-27 18:02:34,448 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 134/138 +[2025-03-27 18:02:34,478 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 135/138 +[2025-03-27 18:02:34,509 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 136/138 +[2025-03-27 18:02:34,539 INFO test.py line 201 8122] Test: 50/78-scene0426_03, Batch: 137/138 +[2025-03-27 18:02:34,699 INFO test.py line 291 8122] Test: scene0426_03 [50/78]-126181 Batch 4.739 (4.483) Accuracy 0.6692 (0.3058) mIoU 0.1290 (0.2366) +[2025-03-27 18:02:34,730 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-03-27 18:02:34,762 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 1/121 +[2025-03-27 18:02:34,790 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 2/121 +[2025-03-27 18:02:34,819 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 3/121 +[2025-03-27 18:02:34,849 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 4/121 +[2025-03-27 18:02:34,880 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 5/121 +[2025-03-27 18:02:34,909 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 6/121 +[2025-03-27 18:02:34,940 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 7/121 +[2025-03-27 18:02:34,971 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 8/121 +[2025-03-27 18:02:35,002 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 9/121 +[2025-03-27 18:02:35,032 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 10/121 +[2025-03-27 18:02:35,066 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 11/121 +[2025-03-27 18:02:35,102 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-03-27 18:02:35,132 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-03-27 18:02:35,161 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 25/121 +[2025-03-27 18:02:35,583 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 26/121 +[2025-03-27 18:02:35,612 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 27/121 +[2025-03-27 18:02:35,641 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 28/121 +[2025-03-27 18:02:35,670 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 29/121 +[2025-03-27 18:02:35,700 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 30/121 +[2025-03-27 18:02:35,730 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 31/121 +[2025-03-27 18:02:35,760 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 32/121 +[2025-03-27 18:02:35,790 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 33/121 +[2025-03-27 18:02:35,818 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 34/121 +[2025-03-27 18:02:35,847 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 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Test: 51/78-scene0256_00, Batch: 46/121 +[2025-03-27 18:02:36,286 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 47/121 +[2025-03-27 18:02:36,331 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 48/121 +[2025-03-27 18:02:36,373 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 49/121 +[2025-03-27 18:02:36,415 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 50/121 +[2025-03-27 18:02:36,453 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 51/121 +[2025-03-27 18:02:36,498 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 52/121 +[2025-03-27 18:02:36,540 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 53/121 +[2025-03-27 18:02:36,583 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 54/121 +[2025-03-27 18:02:36,618 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 55/121 +[2025-03-27 18:02:36,650 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 56/121 +[2025-03-27 18:02:36,683 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 57/121 +[2025-03-27 18:02:36,715 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 58/121 +[2025-03-27 18:02:36,745 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 59/121 +[2025-03-27 18:02:36,774 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 60/121 +[2025-03-27 18:02:36,802 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 61/121 +[2025-03-27 18:02:36,841 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 62/121 +[2025-03-27 18:02:36,870 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 63/121 +[2025-03-27 18:02:36,899 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 64/121 +[2025-03-27 18:02:36,928 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 65/121 +[2025-03-27 18:02:36,957 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 66/121 +[2025-03-27 18:02:36,994 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 78/121 +[2025-03-27 18:02:37,324 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 79/121 +[2025-03-27 18:02:37,353 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 80/121 +[2025-03-27 18:02:37,381 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 81/121 +[2025-03-27 18:02:37,410 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 82/121 +[2025-03-27 18:02:37,437 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 83/121 +[2025-03-27 18:02:37,464 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 84/121 +[2025-03-27 18:02:37,497 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 85/121 +[2025-03-27 18:02:37,523 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 86/121 +[2025-03-27 18:02:37,550 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 87/121 +[2025-03-27 18:02:37,587 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 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Test: 51/78-scene0256_00, Batch: 99/121 +[2025-03-27 18:02:37,956 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 100/121 +[2025-03-27 18:02:37,984 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 101/121 +[2025-03-27 18:02:38,012 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 102/121 +[2025-03-27 18:02:38,040 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 103/121 +[2025-03-27 18:02:38,067 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 104/121 +[2025-03-27 18:02:38,095 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 105/121 +[2025-03-27 18:02:38,123 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 106/121 +[2025-03-27 18:02:38,152 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 107/121 +[2025-03-27 18:02:38,181 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 108/121 +[2025-03-27 18:02:38,210 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 109/121 +[2025-03-27 18:02:38,237 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 110/121 +[2025-03-27 18:02:38,264 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 111/121 +[2025-03-27 18:02:38,296 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-03-27 18:02:38,327 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-03-27 18:02:38,355 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-03-27 18:02:38,384 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-03-27 18:02:38,413 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-03-27 18:02:38,441 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-03-27 18:02:38,468 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 118/121 +[2025-03-27 18:02:38,496 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 119/121 +[2025-03-27 18:02:38,526 INFO test.py line 201 8122] Test: 51/78-scene0256_00, Batch: 120/121 +[2025-03-27 18:02:38,651 INFO test.py line 291 8122] Test: scene0256_00 [51/78]-108517 Batch 3.951 (4.473) Accuracy 0.4875 (0.3092) mIoU 0.0924 (0.2395) +[2025-03-27 18:02:38,695 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 0/139 +[2025-03-27 18:02:38,731 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 1/139 +[2025-03-27 18:02:38,766 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 2/139 +[2025-03-27 18:02:38,802 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 3/139 +[2025-03-27 18:02:38,838 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 4/139 +[2025-03-27 18:02:38,875 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 5/139 +[2025-03-27 18:02:38,911 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 6/139 +[2025-03-27 18:02:38,948 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 7/139 +[2025-03-27 18:02:38,981 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 8/139 +[2025-03-27 18:02:39,013 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 9/139 +[2025-03-27 18:02:39,045 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 10/139 +[2025-03-27 18:02:39,079 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 11/139 +[2025-03-27 18:02:39,113 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 12/139 +[2025-03-27 18:02:39,148 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 13/139 +[2025-03-27 18:02:39,184 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 14/139 +[2025-03-27 18:02:39,218 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 15/139 +[2025-03-27 18:02:39,254 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 16/139 +[2025-03-27 18:02:39,290 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 17/139 +[2025-03-27 18:02:39,325 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 18/139 +[2025-03-27 18:02:39,361 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 19/139 +[2025-03-27 18:02:39,398 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 20/139 +[2025-03-27 18:02:39,435 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 21/139 +[2025-03-27 18:02:39,470 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 22/139 +[2025-03-27 18:02:39,505 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 23/139 +[2025-03-27 18:02:39,540 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 24/139 +[2025-03-27 18:02:39,575 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 25/139 +[2025-03-27 18:02:39,610 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 26/139 +[2025-03-27 18:02:39,645 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 27/139 +[2025-03-27 18:02:39,680 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 28/139 +[2025-03-27 18:02:39,716 INFO test.py line 201 8122] Test: 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Batch: 124/139 +[2025-03-27 18:02:43,279 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 125/139 +[2025-03-27 18:02:43,314 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 126/139 +[2025-03-27 18:02:43,349 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 127/139 +[2025-03-27 18:02:43,384 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 128/139 +[2025-03-27 18:02:43,417 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 129/139 +[2025-03-27 18:02:43,450 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 130/139 +[2025-03-27 18:02:43,484 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 131/139 +[2025-03-27 18:02:43,518 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 132/139 +[2025-03-27 18:02:43,552 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 133/139 +[2025-03-27 18:02:43,586 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 134/139 +[2025-03-27 18:02:43,620 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 135/139 +[2025-03-27 18:02:43,656 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 136/139 +[2025-03-27 18:02:43,695 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 137/139 +[2025-03-27 18:02:43,730 INFO test.py line 201 8122] Test: 52/78-scene0221_00, Batch: 138/139 +[2025-03-27 18:02:43,952 INFO test.py line 291 8122] Test: scene0221_00 [52/78]-185828 Batch 5.300 (4.488) Accuracy 0.6274 (0.3107) mIoU 0.1869 (0.2405) +[2025-03-27 18:02:43,979 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 0/155 +[2025-03-27 18:02:44,003 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 1/155 +[2025-03-27 18:02:44,027 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 2/155 +[2025-03-27 18:02:44,052 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 3/155 +[2025-03-27 18:02:44,077 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 4/155 +[2025-03-27 18:02:44,110 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 5/155 +[2025-03-27 18:02:44,135 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 6/155 +[2025-03-27 18:02:44,161 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 7/155 +[2025-03-27 18:02:44,187 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 8/155 +[2025-03-27 18:02:44,213 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 9/155 +[2025-03-27 18:02:44,238 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 10/155 +[2025-03-27 18:02:44,265 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 11/155 +[2025-03-27 18:02:44,292 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 12/155 +[2025-03-27 18:02:44,319 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 13/155 +[2025-03-27 18:02:44,355 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 14/155 +[2025-03-27 18:02:44,383 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 15/155 +[2025-03-27 18:02:44,410 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 16/155 +[2025-03-27 18:02:44,435 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 17/155 +[2025-03-27 18:02:44,461 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 18/155 +[2025-03-27 18:02:44,488 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 19/155 +[2025-03-27 18:02:44,515 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 20/155 +[2025-03-27 18:02:44,542 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 21/155 +[2025-03-27 18:02:44,570 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 22/155 +[2025-03-27 18:02:44,596 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 23/155 +[2025-03-27 18:02:44,622 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 24/155 +[2025-03-27 18:02:44,652 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 25/155 +[2025-03-27 18:02:44,678 INFO test.py line 201 8122] Test: 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line 201 8122] Test: 53/78-scene0146_01, Batch: 111/155 +[2025-03-27 18:02:47,241 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 112/155 +[2025-03-27 18:02:47,270 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 113/155 +[2025-03-27 18:02:47,299 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 114/155 +[2025-03-27 18:02:47,327 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 115/155 +[2025-03-27 18:02:47,354 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 116/155 +[2025-03-27 18:02:47,385 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 117/155 +[2025-03-27 18:02:47,416 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 118/155 +[2025-03-27 18:02:47,442 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 119/155 +[2025-03-27 18:02:47,467 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 120/155 +[2025-03-27 18:02:47,493 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 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line 201 8122] Test: 53/78-scene0146_01, Batch: 132/155 +[2025-03-27 18:02:47,785 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 133/155 +[2025-03-27 18:02:47,810 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 134/155 +[2025-03-27 18:02:47,836 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 135/155 +[2025-03-27 18:02:47,862 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 136/155 +[2025-03-27 18:02:47,888 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 137/155 +[2025-03-27 18:02:47,914 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 138/155 +[2025-03-27 18:02:47,941 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 139/155 +[2025-03-27 18:02:47,968 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 140/155 +[2025-03-27 18:02:47,995 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 141/155 +[2025-03-27 18:02:48,022 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 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line 201 8122] Test: 53/78-scene0146_01, Batch: 153/155 +[2025-03-27 18:02:48,348 INFO test.py line 201 8122] Test: 53/78-scene0146_01, Batch: 154/155 +[2025-03-27 18:02:48,421 INFO test.py line 291 8122] Test: scene0146_01 [53/78]-59330 Batch 4.469 (4.488) Accuracy 0.8420 (0.3107) mIoU 0.1858 (0.2411) +[2025-03-27 18:02:48,461 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-03-27 18:02:48,497 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 1/155 +[2025-03-27 18:02:48,532 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 2/155 +[2025-03-27 18:02:48,568 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 3/155 +[2025-03-27 18:02:48,604 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 4/155 +[2025-03-27 18:02:48,640 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 5/155 +[2025-03-27 18:02:48,675 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 6/155 +[2025-03-27 18:02:48,709 INFO test.py line 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INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 39/155 +[2025-03-27 18:02:49,750 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 40/155 +[2025-03-27 18:02:49,785 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 41/155 +[2025-03-27 18:02:49,822 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 42/155 +[2025-03-27 18:02:49,857 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 43/155 +[2025-03-27 18:02:49,893 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 44/155 +[2025-03-27 18:02:49,930 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 45/155 +[2025-03-27 18:02:49,970 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 46/155 +[2025-03-27 18:02:50,000 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 47/155 +[2025-03-27 18:02:50,030 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 48/155 +[2025-03-27 18:02:50,070 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 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Test: 54/78-scene0697_03, Batch: 60/155 +[2025-03-27 18:02:50,459 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 61/155 +[2025-03-27 18:02:50,488 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 62/155 +[2025-03-27 18:02:50,518 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 63/155 +[2025-03-27 18:02:50,547 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 64/155 +[2025-03-27 18:02:50,577 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 65/155 +[2025-03-27 18:02:50,606 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 66/155 +[2025-03-27 18:02:50,636 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 67/155 +[2025-03-27 18:02:50,665 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 68/155 +[2025-03-27 18:02:50,695 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 69/155 +[2025-03-27 18:02:50,724 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 70/155 +[2025-03-27 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INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 92/155 +[2025-03-27 18:02:51,437 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 93/155 +[2025-03-27 18:02:51,468 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 94/155 +[2025-03-27 18:02:51,500 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 95/155 +[2025-03-27 18:02:51,533 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 96/155 +[2025-03-27 18:02:51,566 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 97/155 +[2025-03-27 18:02:51,599 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 98/155 +[2025-03-27 18:02:51,632 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 99/155 +[2025-03-27 18:02:51,667 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 100/155 +[2025-03-27 18:02:51,702 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 101/155 +[2025-03-27 18:02:51,736 INFO test.py line 201 8122] Test: 54/78-scene0697_03, 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test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 134/155 +[2025-03-27 18:02:52,878 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 135/155 +[2025-03-27 18:02:52,912 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 136/155 +[2025-03-27 18:02:52,947 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 137/155 +[2025-03-27 18:02:52,982 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 138/155 +[2025-03-27 18:02:53,017 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 139/155 +[2025-03-27 18:02:53,062 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 140/155 +[2025-03-27 18:02:53,096 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 141/155 +[2025-03-27 18:02:53,131 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 142/155 +[2025-03-27 18:02:53,166 INFO test.py line 201 8122] Test: 54/78-scene0697_03, Batch: 143/155 +[2025-03-27 18:02:53,199 INFO test.py line 201 8122] Test: 54/78-scene0697_03, 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test.py line 291 8122] Test: scene0697_03 [54/78]-165912 Batch 5.304 (4.503) Accuracy 0.5360 (0.3095) mIoU 0.1148 (0.2396) +[2025-03-27 18:02:53,765 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 0/126 +[2025-03-27 18:02:53,797 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 1/126 +[2025-03-27 18:02:53,828 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 2/126 +[2025-03-27 18:02:53,858 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 3/126 +[2025-03-27 18:02:53,888 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 4/126 +[2025-03-27 18:02:53,919 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 5/126 +[2025-03-27 18:02:53,949 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 6/126 +[2025-03-27 18:02:53,984 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 7/126 +[2025-03-27 18:02:54,021 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 8/126 +[2025-03-27 18:02:54,057 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 9/126 +[2025-03-27 18:02:54,089 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 10/126 +[2025-03-27 18:02:54,121 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 11/126 +[2025-03-27 18:02:54,152 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 12/126 +[2025-03-27 18:02:54,182 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 13/126 +[2025-03-27 18:02:54,213 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 14/126 +[2025-03-27 18:02:54,245 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 15/126 +[2025-03-27 18:02:54,275 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 16/126 +[2025-03-27 18:02:54,306 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 17/126 +[2025-03-27 18:02:54,337 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 18/126 +[2025-03-27 18:02:54,368 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 19/126 +[2025-03-27 18:02:54,399 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 20/126 +[2025-03-27 18:02:54,430 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 21/126 +[2025-03-27 18:02:54,460 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 22/126 +[2025-03-27 18:02:54,492 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 23/126 +[2025-03-27 18:02:54,556 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 24/126 +[2025-03-27 18:02:54,602 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 25/126 +[2025-03-27 18:02:54,632 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 26/126 +[2025-03-27 18:02:54,662 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 27/126 +[2025-03-27 18:02:54,691 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 28/126 +[2025-03-27 18:02:54,721 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 29/126 +[2025-03-27 18:02:54,751 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 94/126 +[2025-03-27 18:02:56,797 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 95/126 +[2025-03-27 18:02:56,824 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 96/126 +[2025-03-27 18:02:56,852 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 97/126 +[2025-03-27 18:02:56,879 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 98/126 +[2025-03-27 18:02:56,905 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 99/126 +[2025-03-27 18:02:56,937 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 100/126 +[2025-03-27 18:02:56,965 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 101/126 +[2025-03-27 18:02:56,993 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 102/126 +[2025-03-27 18:02:57,020 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 103/126 +[2025-03-27 18:02:57,047 INFO test.py line 201 8122] Test: 55/78-scene0655_02, 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test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 115/126 +[2025-03-27 18:02:57,427 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 116/126 +[2025-03-27 18:02:57,459 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 117/126 +[2025-03-27 18:02:57,490 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 118/126 +[2025-03-27 18:02:57,522 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 119/126 +[2025-03-27 18:02:57,554 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-03-27 18:02:57,585 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-03-27 18:02:57,621 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-03-27 18:02:57,650 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-03-27 18:02:57,678 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-03-27 18:02:57,706 INFO test.py line 201 8122] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-03-27 18:02:57,858 INFO test.py line 291 8122] Test: scene0655_02 [55/78]-133857 Batch 4.132 (4.496) Accuracy 0.8742 (0.3098) mIoU 0.1774 (0.2401) +[2025-03-27 18:02:57,884 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-03-27 18:02:57,907 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 1/138 +[2025-03-27 18:02:57,932 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 2/138 +[2025-03-27 18:02:57,956 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 3/138 +[2025-03-27 18:02:57,980 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 4/138 +[2025-03-27 18:02:58,004 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 5/138 +[2025-03-27 18:02:58,028 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 6/138 +[2025-03-27 18:02:58,050 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 7/138 +[2025-03-27 18:02:58,079 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 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Test: 56/78-scene0553_02, Batch: 19/138 +[2025-03-27 18:02:58,389 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 20/138 +[2025-03-27 18:02:58,415 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 21/138 +[2025-03-27 18:02:58,438 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 22/138 +[2025-03-27 18:02:58,464 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 23/138 +[2025-03-27 18:02:58,488 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 24/138 +[2025-03-27 18:02:58,511 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 25/138 +[2025-03-27 18:02:58,535 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 26/138 +[2025-03-27 18:02:58,559 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 27/138 +[2025-03-27 18:02:58,583 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 28/138 +[2025-03-27 18:02:58,611 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 29/138 +[2025-03-27 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Test: 56/78-scene0553_02, Batch: 72/138 +[2025-03-27 18:02:59,900 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 73/138 +[2025-03-27 18:02:59,926 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 74/138 +[2025-03-27 18:02:59,952 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 75/138 +[2025-03-27 18:02:59,977 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 76/138 +[2025-03-27 18:03:00,005 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 77/138 +[2025-03-27 18:03:00,030 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 78/138 +[2025-03-27 18:03:00,055 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 79/138 +[2025-03-27 18:03:00,080 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 80/138 +[2025-03-27 18:03:00,105 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 81/138 +[2025-03-27 18:03:00,130 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 82/138 +[2025-03-27 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18:03:00,723 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 104/138 +[2025-03-27 18:03:00,753 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 105/138 +[2025-03-27 18:03:00,780 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 106/138 +[2025-03-27 18:03:00,807 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 107/138 +[2025-03-27 18:03:00,833 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 108/138 +[2025-03-27 18:03:00,860 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 109/138 +[2025-03-27 18:03:00,887 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 110/138 +[2025-03-27 18:03:00,914 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 111/138 +[2025-03-27 18:03:00,941 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 112/138 +[2025-03-27 18:03:00,965 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 113/138 +[2025-03-27 18:03:00,991 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 114/138 +[2025-03-27 18:03:01,015 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 115/138 +[2025-03-27 18:03:01,039 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 116/138 +[2025-03-27 18:03:01,063 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 117/138 +[2025-03-27 18:03:01,087 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 118/138 +[2025-03-27 18:03:01,111 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 119/138 +[2025-03-27 18:03:01,137 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 120/138 +[2025-03-27 18:03:01,162 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 121/138 +[2025-03-27 18:03:01,188 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 122/138 +[2025-03-27 18:03:01,215 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 123/138 +[2025-03-27 18:03:01,242 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 124/138 +[2025-03-27 18:03:01,269 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 125/138 +[2025-03-27 18:03:01,297 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 126/138 +[2025-03-27 18:03:01,323 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 127/138 +[2025-03-27 18:03:01,352 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 128/138 +[2025-03-27 18:03:01,378 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 129/138 +[2025-03-27 18:03:01,405 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 130/138 +[2025-03-27 18:03:01,433 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 131/138 +[2025-03-27 18:03:01,462 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 132/138 +[2025-03-27 18:03:01,488 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 133/138 +[2025-03-27 18:03:01,517 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 134/138 +[2025-03-27 18:03:01,544 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 135/138 +[2025-03-27 18:03:01,575 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 136/138 +[2025-03-27 18:03:01,600 INFO test.py line 201 8122] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-03-27 18:03:01,677 INFO test.py line 291 8122] Test: scene0553_02 [56/78]-67632 Batch 3.819 (4.484) Accuracy 0.8672 (0.3095) mIoU 0.1962 (0.2405) +[2025-03-27 18:03:01,718 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-03-27 18:03:01,753 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-03-27 18:03:01,787 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 2/143 +[2025-03-27 18:03:01,820 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 3/143 +[2025-03-27 18:03:01,851 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 4/143 +[2025-03-27 18:03:01,884 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 5/143 +[2025-03-27 18:03:01,916 INFO test.py line 201 8122] Test: 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test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 17/143 +[2025-03-27 18:03:02,329 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 18/143 +[2025-03-27 18:03:02,365 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 19/143 +[2025-03-27 18:03:02,399 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 20/143 +[2025-03-27 18:03:02,434 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 21/143 +[2025-03-27 18:03:02,467 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 22/143 +[2025-03-27 18:03:02,501 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 23/143 +[2025-03-27 18:03:02,537 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 24/143 +[2025-03-27 18:03:02,572 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 25/143 +[2025-03-27 18:03:02,610 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 26/143 +[2025-03-27 18:03:02,645 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 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Test: 57/78-scene0025_00, Batch: 38/143 +[2025-03-27 18:03:03,062 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 39/143 +[2025-03-27 18:03:03,097 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 40/143 +[2025-03-27 18:03:03,132 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 41/143 +[2025-03-27 18:03:03,166 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 42/143 +[2025-03-27 18:03:03,200 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 43/143 +[2025-03-27 18:03:03,235 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 44/143 +[2025-03-27 18:03:03,269 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 45/143 +[2025-03-27 18:03:03,301 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 46/143 +[2025-03-27 18:03:03,340 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 47/143 +[2025-03-27 18:03:03,379 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 48/143 +[2025-03-27 18:03:03,416 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 49/143 +[2025-03-27 18:03:03,454 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 50/143 +[2025-03-27 18:03:03,487 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 51/143 +[2025-03-27 18:03:03,520 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 52/143 +[2025-03-27 18:03:03,552 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 53/143 +[2025-03-27 18:03:03,583 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 54/143 +[2025-03-27 18:03:03,616 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 55/143 +[2025-03-27 18:03:03,649 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 56/143 +[2025-03-27 18:03:03,682 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 57/143 +[2025-03-27 18:03:03,716 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 58/143 +[2025-03-27 18:03:03,750 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 70/143 +[2025-03-27 18:03:04,131 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 71/143 +[2025-03-27 18:03:04,166 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 72/143 +[2025-03-27 18:03:04,199 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 73/143 +[2025-03-27 18:03:04,234 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 74/143 +[2025-03-27 18:03:04,274 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 75/143 +[2025-03-27 18:03:04,307 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 76/143 +[2025-03-27 18:03:04,340 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 77/143 +[2025-03-27 18:03:04,374 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 78/143 +[2025-03-27 18:03:04,407 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 79/143 +[2025-03-27 18:03:04,440 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 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Test: 57/78-scene0025_00, Batch: 91/143 +[2025-03-27 18:03:04,851 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 92/143 +[2025-03-27 18:03:04,884 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 93/143 +[2025-03-27 18:03:04,921 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 94/143 +[2025-03-27 18:03:04,955 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 95/143 +[2025-03-27 18:03:04,990 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 96/143 +[2025-03-27 18:03:05,025 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 97/143 +[2025-03-27 18:03:05,060 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 98/143 +[2025-03-27 18:03:05,095 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 99/143 +[2025-03-27 18:03:05,130 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 100/143 +[2025-03-27 18:03:05,165 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 101/143 +[2025-03-27 18:03:05,199 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 102/143 +[2025-03-27 18:03:05,233 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 103/143 +[2025-03-27 18:03:05,269 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 104/143 +[2025-03-27 18:03:05,305 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 105/143 +[2025-03-27 18:03:05,340 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 106/143 +[2025-03-27 18:03:05,376 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 107/143 +[2025-03-27 18:03:05,409 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 108/143 +[2025-03-27 18:03:05,443 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 109/143 +[2025-03-27 18:03:05,477 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 110/143 +[2025-03-27 18:03:05,512 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 111/143 +[2025-03-27 18:03:05,549 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 112/143 +[2025-03-27 18:03:05,585 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 113/143 +[2025-03-27 18:03:05,620 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 114/143 +[2025-03-27 18:03:05,654 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 115/143 +[2025-03-27 18:03:05,689 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 116/143 +[2025-03-27 18:03:05,730 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 117/143 +[2025-03-27 18:03:05,765 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 118/143 +[2025-03-27 18:03:05,800 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 119/143 +[2025-03-27 18:03:05,837 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 120/143 +[2025-03-27 18:03:05,873 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 121/143 +[2025-03-27 18:03:05,909 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 122/143 +[2025-03-27 18:03:05,945 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 123/143 +[2025-03-27 18:03:05,980 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 124/143 +[2025-03-27 18:03:06,014 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 125/143 +[2025-03-27 18:03:06,049 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 126/143 +[2025-03-27 18:03:06,083 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 127/143 +[2025-03-27 18:03:06,117 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 128/143 +[2025-03-27 18:03:06,152 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 129/143 +[2025-03-27 18:03:06,187 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 130/143 +[2025-03-27 18:03:06,222 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 131/143 +[2025-03-27 18:03:06,255 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 132/143 +[2025-03-27 18:03:06,289 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 133/143 +[2025-03-27 18:03:06,332 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 134/143 +[2025-03-27 18:03:06,381 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 135/143 +[2025-03-27 18:03:06,431 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 136/143 +[2025-03-27 18:03:06,481 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 137/143 +[2025-03-27 18:03:06,531 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 138/143 +[2025-03-27 18:03:06,581 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 139/143 +[2025-03-27 18:03:06,616 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 140/143 +[2025-03-27 18:03:06,652 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 141/143 +[2025-03-27 18:03:06,689 INFO test.py line 201 8122] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-03-27 18:03:06,885 INFO test.py line 291 8122] Test: scene0025_00 [57/78]-173392 Batch 5.208 (4.497) Accuracy 0.6171 (0.3094) mIoU 0.1481 (0.2397) +[2025-03-27 18:03:06,919 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-03-27 18:03:06,946 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-03-27 18:03:06,973 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-03-27 18:03:07,000 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-03-27 18:03:07,037 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 4/108 +[2025-03-27 18:03:07,075 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 5/108 +[2025-03-27 18:03:07,110 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 6/108 +[2025-03-27 18:03:07,145 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 7/108 +[2025-03-27 18:03:07,178 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 8/108 +[2025-03-27 18:03:07,239 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 9/108 +[2025-03-27 18:03:07,281 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 10/108 +[2025-03-27 18:03:07,322 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 11/108 +[2025-03-27 18:03:07,360 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 12/108 +[2025-03-27 18:03:07,397 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 13/108 +[2025-03-27 18:03:07,435 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 14/108 +[2025-03-27 18:03:07,469 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 15/108 +[2025-03-27 18:03:07,504 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 16/108 +[2025-03-27 18:03:07,539 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 17/108 +[2025-03-27 18:03:07,572 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 18/108 +[2025-03-27 18:03:07,604 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 19/108 +[2025-03-27 18:03:07,636 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 20/108 +[2025-03-27 18:03:07,667 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 21/108 +[2025-03-27 18:03:07,696 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 22/108 +[2025-03-27 18:03:07,728 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 23/108 +[2025-03-27 18:03:07,759 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 24/108 +[2025-03-27 18:03:07,784 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 25/108 +[2025-03-27 18:03:07,824 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 26/108 +[2025-03-27 18:03:07,847 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 27/108 +[2025-03-27 18:03:07,871 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 28/108 +[2025-03-27 18:03:07,894 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 29/108 +[2025-03-27 18:03:07,919 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 30/108 +[2025-03-27 18:03:07,943 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 31/108 +[2025-03-27 18:03:07,967 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 32/108 +[2025-03-27 18:03:07,992 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 33/108 +[2025-03-27 18:03:08,017 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 34/108 +[2025-03-27 18:03:08,042 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 35/108 +[2025-03-27 18:03:08,066 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 36/108 +[2025-03-27 18:03:08,090 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 37/108 +[2025-03-27 18:03:08,114 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 38/108 +[2025-03-27 18:03:08,138 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 39/108 +[2025-03-27 18:03:08,162 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 40/108 +[2025-03-27 18:03:08,186 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 41/108 +[2025-03-27 18:03:08,210 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 42/108 +[2025-03-27 18:03:08,235 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 43/108 +[2025-03-27 18:03:08,259 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 44/108 +[2025-03-27 18:03:08,291 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 45/108 +[2025-03-27 18:03:08,315 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 46/108 +[2025-03-27 18:03:08,340 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 47/108 +[2025-03-27 18:03:08,364 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 48/108 +[2025-03-27 18:03:08,389 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 49/108 +[2025-03-27 18:03:08,415 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 50/108 +[2025-03-27 18:03:08,443 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 51/108 +[2025-03-27 18:03:08,470 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 52/108 +[2025-03-27 18:03:08,497 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 53/108 +[2025-03-27 18:03:08,524 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 54/108 +[2025-03-27 18:03:08,550 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 55/108 +[2025-03-27 18:03:08,577 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 56/108 +[2025-03-27 18:03:08,602 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 57/108 +[2025-03-27 18:03:08,629 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 58/108 +[2025-03-27 18:03:08,653 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 59/108 +[2025-03-27 18:03:08,678 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 60/108 +[2025-03-27 18:03:08,703 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 61/108 +[2025-03-27 18:03:08,729 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 62/108 +[2025-03-27 18:03:08,753 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 63/108 +[2025-03-27 18:03:08,777 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 64/108 +[2025-03-27 18:03:08,803 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 65/108 +[2025-03-27 18:03:08,837 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 66/108 +[2025-03-27 18:03:08,863 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 67/108 +[2025-03-27 18:03:08,889 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 68/108 +[2025-03-27 18:03:08,913 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 69/108 +[2025-03-27 18:03:08,938 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 70/108 +[2025-03-27 18:03:08,962 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 71/108 +[2025-03-27 18:03:08,988 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 72/108 +[2025-03-27 18:03:09,012 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 73/108 +[2025-03-27 18:03:09,036 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 74/108 +[2025-03-27 18:03:09,060 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 75/108 +[2025-03-27 18:03:09,082 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 76/108 +[2025-03-27 18:03:09,105 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 77/108 +[2025-03-27 18:03:09,128 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 78/108 +[2025-03-27 18:03:09,151 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 79/108 +[2025-03-27 18:03:09,174 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 80/108 +[2025-03-27 18:03:09,200 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 81/108 +[2025-03-27 18:03:09,223 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 82/108 +[2025-03-27 18:03:09,246 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 83/108 +[2025-03-27 18:03:09,268 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 84/108 +[2025-03-27 18:03:09,291 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 85/108 +[2025-03-27 18:03:09,313 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 86/108 +[2025-03-27 18:03:09,334 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 87/108 +[2025-03-27 18:03:09,355 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 88/108 +[2025-03-27 18:03:09,377 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 89/108 +[2025-03-27 18:03:09,399 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 90/108 +[2025-03-27 18:03:09,421 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 91/108 +[2025-03-27 18:03:09,444 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 92/108 +[2025-03-27 18:03:09,465 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 93/108 +[2025-03-27 18:03:09,488 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 94/108 +[2025-03-27 18:03:09,510 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 95/108 +[2025-03-27 18:03:09,532 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 96/108 +[2025-03-27 18:03:09,553 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 97/108 +[2025-03-27 18:03:09,575 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 98/108 +[2025-03-27 18:03:09,596 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 99/108 +[2025-03-27 18:03:09,617 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 100/108 +[2025-03-27 18:03:09,640 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 101/108 +[2025-03-27 18:03:09,662 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 102/108 +[2025-03-27 18:03:09,684 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 103/108 +[2025-03-27 18:03:09,707 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 104/108 +[2025-03-27 18:03:09,729 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 105/108 +[2025-03-27 18:03:09,752 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 106/108 +[2025-03-27 18:03:09,775 INFO test.py line 201 8122] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-03-27 18:03:09,825 INFO test.py line 291 8122] Test: scene0693_02 [58/78]-47996 Batch 2.939 (4.470) Accuracy 0.7009 (0.3084) mIoU 0.1990 (0.2395) +[2025-03-27 18:03:09,868 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-03-27 18:03:09,907 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 1/138 +[2025-03-27 18:03:09,951 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 2/138 +[2025-03-27 18:03:09,989 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 3/138 +[2025-03-27 18:03:10,028 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 4/138 +[2025-03-27 18:03:10,066 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 5/138 +[2025-03-27 18:03:10,105 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 6/138 +[2025-03-27 18:03:10,151 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 7/138 +[2025-03-27 18:03:10,189 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 8/138 +[2025-03-27 18:03:10,227 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 9/138 +[2025-03-27 18:03:10,265 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 10/138 +[2025-03-27 18:03:10,303 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 11/138 +[2025-03-27 18:03:10,340 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 12/138 +[2025-03-27 18:03:10,378 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 13/138 +[2025-03-27 18:03:10,414 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 14/138 +[2025-03-27 18:03:10,451 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 15/138 +[2025-03-27 18:03:10,487 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 16/138 +[2025-03-27 18:03:10,524 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 17/138 +[2025-03-27 18:03:10,564 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 18/138 +[2025-03-27 18:03:10,602 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 19/138 +[2025-03-27 18:03:10,645 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 20/138 +[2025-03-27 18:03:10,692 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 21/138 +[2025-03-27 18:03:10,738 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 22/138 +[2025-03-27 18:03:10,782 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 23/138 +[2025-03-27 18:03:10,823 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 24/138 +[2025-03-27 18:03:10,861 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 25/138 +[2025-03-27 18:03:10,904 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 26/138 +[2025-03-27 18:03:10,948 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 27/138 +[2025-03-27 18:03:10,990 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 28/138 +[2025-03-27 18:03:11,029 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 29/138 +[2025-03-27 18:03:11,067 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 30/138 +[2025-03-27 18:03:11,107 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 31/138 +[2025-03-27 18:03:11,147 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 32/138 +[2025-03-27 18:03:11,186 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 33/138 +[2025-03-27 18:03:11,227 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 34/138 +[2025-03-27 18:03:11,268 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 35/138 +[2025-03-27 18:03:11,309 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 36/138 +[2025-03-27 18:03:11,349 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 37/138 +[2025-03-27 18:03:11,391 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 38/138 +[2025-03-27 18:03:11,433 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 39/138 +[2025-03-27 18:03:11,473 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 40/138 +[2025-03-27 18:03:11,513 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 41/138 +[2025-03-27 18:03:11,553 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 42/138 +[2025-03-27 18:03:11,593 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 43/138 +[2025-03-27 18:03:11,633 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 44/138 +[2025-03-27 18:03:11,673 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 45/138 +[2025-03-27 18:03:11,714 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 46/138 +[2025-03-27 18:03:11,753 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 47/138 +[2025-03-27 18:03:11,794 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 48/138 +[2025-03-27 18:03:11,835 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 49/138 +[2025-03-27 18:03:11,880 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 50/138 +[2025-03-27 18:03:11,925 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 51/138 +[2025-03-27 18:03:11,970 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 52/138 +[2025-03-27 18:03:12,044 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 53/138 +[2025-03-27 18:03:12,091 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 54/138 +[2025-03-27 18:03:12,137 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 55/138 +[2025-03-27 18:03:12,185 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 56/138 +[2025-03-27 18:03:12,230 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 57/138 +[2025-03-27 18:03:12,291 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 58/138 +[2025-03-27 18:03:12,336 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 59/138 +[2025-03-27 18:03:12,378 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 60/138 +[2025-03-27 18:03:12,422 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 61/138 +[2025-03-27 18:03:12,461 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 62/138 +[2025-03-27 18:03:12,696 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 63/138 +[2025-03-27 18:03:12,735 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 64/138 +[2025-03-27 18:03:12,773 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 65/138 +[2025-03-27 18:03:12,814 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 66/138 +[2025-03-27 18:03:12,855 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 67/138 +[2025-03-27 18:03:12,900 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 68/138 +[2025-03-27 18:03:12,940 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 69/138 +[2025-03-27 18:03:12,978 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 70/138 +[2025-03-27 18:03:13,016 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 71/138 +[2025-03-27 18:03:13,055 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 72/138 +[2025-03-27 18:03:13,093 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 73/138 +[2025-03-27 18:03:13,131 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 74/138 +[2025-03-27 18:03:13,170 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 75/138 +[2025-03-27 18:03:13,215 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 76/138 +[2025-03-27 18:03:13,250 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 77/138 +[2025-03-27 18:03:13,285 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 78/138 +[2025-03-27 18:03:13,321 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 79/138 +[2025-03-27 18:03:13,358 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 91/138 +[2025-03-27 18:03:13,826 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 92/138 +[2025-03-27 18:03:13,865 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 93/138 +[2025-03-27 18:03:13,905 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 94/138 +[2025-03-27 18:03:13,944 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 95/138 +[2025-03-27 18:03:13,985 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 96/138 +[2025-03-27 18:03:14,026 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 97/138 +[2025-03-27 18:03:14,068 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 98/138 +[2025-03-27 18:03:14,110 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 99/138 +[2025-03-27 18:03:14,152 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 100/138 +[2025-03-27 18:03:14,193 INFO test.py line 201 8122] Test: 59/78-scene0665_00, 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test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 112/138 +[2025-03-27 18:03:14,705 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 113/138 +[2025-03-27 18:03:14,743 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 114/138 +[2025-03-27 18:03:14,782 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 115/138 +[2025-03-27 18:03:14,822 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 116/138 +[2025-03-27 18:03:14,863 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 117/138 +[2025-03-27 18:03:14,913 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 118/138 +[2025-03-27 18:03:14,954 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 119/138 +[2025-03-27 18:03:14,995 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 120/138 +[2025-03-27 18:03:15,038 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 121/138 +[2025-03-27 18:03:15,079 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 122/138 +[2025-03-27 18:03:15,120 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 123/138 +[2025-03-27 18:03:15,161 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 124/138 +[2025-03-27 18:03:15,203 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 125/138 +[2025-03-27 18:03:15,246 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 126/138 +[2025-03-27 18:03:15,287 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 127/138 +[2025-03-27 18:03:15,328 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 128/138 +[2025-03-27 18:03:15,367 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 129/138 +[2025-03-27 18:03:15,413 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 130/138 +[2025-03-27 18:03:15,453 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 131/138 +[2025-03-27 18:03:15,492 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 132/138 +[2025-03-27 18:03:15,532 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 133/138 +[2025-03-27 18:03:15,572 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 134/138 +[2025-03-27 18:03:15,611 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 135/138 +[2025-03-27 18:03:15,651 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 136/138 +[2025-03-27 18:03:15,700 INFO test.py line 201 8122] Test: 59/78-scene0665_00, Batch: 137/138 +[2025-03-27 18:03:15,982 INFO test.py line 291 8122] Test: scene0665_00 [59/78]-252726 Batch 6.157 (4.499) Accuracy 0.7693 (0.3091) mIoU 0.1751 (0.2403) +[2025-03-27 18:03:16,024 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 0/148 +[2025-03-27 18:03:16,057 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 1/148 +[2025-03-27 18:03:16,092 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 2/148 +[2025-03-27 18:03:16,126 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 3/148 +[2025-03-27 18:03:16,160 INFO 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+[2025-03-27 18:03:16,552 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 15/148 +[2025-03-27 18:03:16,585 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 16/148 +[2025-03-27 18:03:16,619 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 17/148 +[2025-03-27 18:03:16,666 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 18/148 +[2025-03-27 18:03:16,699 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 19/148 +[2025-03-27 18:03:16,733 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 20/148 +[2025-03-27 18:03:16,765 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 21/148 +[2025-03-27 18:03:16,808 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 22/148 +[2025-03-27 18:03:16,841 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 23/148 +[2025-03-27 18:03:16,873 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 24/148 +[2025-03-27 18:03:16,910 INFO test.py line 201 8122] Test: 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8122] Test: 60/78-scene0647_01, Batch: 131/148 +[2025-03-27 18:03:20,817 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 132/148 +[2025-03-27 18:03:20,854 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 133/148 +[2025-03-27 18:03:20,890 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 134/148 +[2025-03-27 18:03:20,926 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 135/148 +[2025-03-27 18:03:20,958 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 136/148 +[2025-03-27 18:03:20,994 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 137/148 +[2025-03-27 18:03:21,027 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 138/148 +[2025-03-27 18:03:21,059 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 139/148 +[2025-03-27 18:03:21,092 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 140/148 +[2025-03-27 18:03:21,125 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 141/148 +[2025-03-27 18:03:21,158 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 142/148 +[2025-03-27 18:03:21,194 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 143/148 +[2025-03-27 18:03:21,236 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 144/148 +[2025-03-27 18:03:21,270 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 145/148 +[2025-03-27 18:03:21,305 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 146/148 +[2025-03-27 18:03:21,339 INFO test.py line 201 8122] Test: 60/78-scene0647_01, Batch: 147/148 +[2025-03-27 18:03:21,554 INFO test.py line 291 8122] Test: scene0647_01 [60/78]-194360 Batch 5.571 (4.517) Accuracy 0.7848 (0.3098) mIoU 0.1654 (0.2404) +[2025-03-27 18:03:21,587 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 0/134 +[2025-03-27 18:03:21,615 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 1/134 +[2025-03-27 18:03:21,642 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 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+[2025-03-27 18:03:24,764 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 109/134 +[2025-03-27 18:03:24,794 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 110/134 +[2025-03-27 18:03:24,839 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 111/134 +[2025-03-27 18:03:24,884 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 112/134 +[2025-03-27 18:03:24,947 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 113/134 +[2025-03-27 18:03:25,008 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 114/134 +[2025-03-27 18:03:25,071 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 115/134 +[2025-03-27 18:03:25,106 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 116/134 +[2025-03-27 18:03:25,178 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 117/134 +[2025-03-27 18:03:25,237 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 118/134 +[2025-03-27 18:03:25,293 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 119/134 +[2025-03-27 18:03:25,364 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 120/134 +[2025-03-27 18:03:25,397 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 121/134 +[2025-03-27 18:03:25,429 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 122/134 +[2025-03-27 18:03:25,460 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 123/134 +[2025-03-27 18:03:25,491 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 124/134 +[2025-03-27 18:03:25,533 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 125/134 +[2025-03-27 18:03:25,565 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 126/134 +[2025-03-27 18:03:25,598 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 127/134 +[2025-03-27 18:03:25,636 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 128/134 +[2025-03-27 18:03:25,668 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 129/134 +[2025-03-27 18:03:25,703 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 130/134 +[2025-03-27 18:03:25,743 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 131/134 +[2025-03-27 18:03:25,777 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 132/134 +[2025-03-27 18:03:25,807 INFO test.py line 201 8122] Test: 61/78-scene0558_00, Batch: 133/134 +[2025-03-27 18:03:25,946 INFO test.py line 291 8122] Test: scene0558_00 [61/78]-92953 Batch 4.391 (4.515) Accuracy 0.4398 (0.3097) mIoU 0.1092 (0.2396) +[2025-03-27 18:03:25,992 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 0/139 +[2025-03-27 18:03:26,028 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-03-27 18:03:26,058 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 2/139 +[2025-03-27 18:03:26,091 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 3/139 +[2025-03-27 18:03:26,121 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 4/139 +[2025-03-27 18:03:26,150 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 5/139 +[2025-03-27 18:03:26,191 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 6/139 +[2025-03-27 18:03:26,234 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 7/139 +[2025-03-27 18:03:26,271 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 8/139 +[2025-03-27 18:03:26,324 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 9/139 +[2025-03-27 18:03:26,385 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 10/139 +[2025-03-27 18:03:26,461 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 11/139 +[2025-03-27 18:03:26,545 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 12/139 +[2025-03-27 18:03:26,598 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 13/139 +[2025-03-27 18:03:26,640 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 14/139 +[2025-03-27 18:03:26,694 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 26/139 +[2025-03-27 18:03:27,386 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 27/139 +[2025-03-27 18:03:27,419 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 28/139 +[2025-03-27 18:03:27,449 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 29/139 +[2025-03-27 18:03:27,482 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 30/139 +[2025-03-27 18:03:27,510 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 31/139 +[2025-03-27 18:03:27,542 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 32/139 +[2025-03-27 18:03:27,572 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 33/139 +[2025-03-27 18:03:27,602 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 34/139 +[2025-03-27 18:03:27,632 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 35/139 +[2025-03-27 18:03:27,661 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 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Test: 62/78-scene0084_02, Batch: 47/139 +[2025-03-27 18:03:28,033 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 48/139 +[2025-03-27 18:03:28,063 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 49/139 +[2025-03-27 18:03:28,091 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 50/139 +[2025-03-27 18:03:28,119 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 51/139 +[2025-03-27 18:03:28,147 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 52/139 +[2025-03-27 18:03:28,185 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 53/139 +[2025-03-27 18:03:28,222 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 54/139 +[2025-03-27 18:03:28,262 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 55/139 +[2025-03-27 18:03:28,301 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 56/139 +[2025-03-27 18:03:28,337 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 57/139 +[2025-03-27 18:03:28,364 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 58/139 +[2025-03-27 18:03:28,390 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 59/139 +[2025-03-27 18:03:28,419 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 60/139 +[2025-03-27 18:03:28,447 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 61/139 +[2025-03-27 18:03:28,474 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 62/139 +[2025-03-27 18:03:28,500 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 63/139 +[2025-03-27 18:03:28,528 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 64/139 +[2025-03-27 18:03:28,557 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 65/139 +[2025-03-27 18:03:28,585 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 66/139 +[2025-03-27 18:03:28,620 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 67/139 +[2025-03-27 18:03:28,647 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 79/139 +[2025-03-27 18:03:29,007 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 80/139 +[2025-03-27 18:03:29,041 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 81/139 +[2025-03-27 18:03:29,074 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 82/139 +[2025-03-27 18:03:29,109 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 83/139 +[2025-03-27 18:03:29,145 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 84/139 +[2025-03-27 18:03:29,186 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 85/139 +[2025-03-27 18:03:29,229 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 86/139 +[2025-03-27 18:03:29,269 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 87/139 +[2025-03-27 18:03:29,306 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 88/139 +[2025-03-27 18:03:29,346 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 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Test: 62/78-scene0084_02, Batch: 100/139 +[2025-03-27 18:03:29,715 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 101/139 +[2025-03-27 18:03:29,741 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 102/139 +[2025-03-27 18:03:29,766 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 103/139 +[2025-03-27 18:03:29,792 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 104/139 +[2025-03-27 18:03:29,818 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 105/139 +[2025-03-27 18:03:29,844 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 106/139 +[2025-03-27 18:03:29,869 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 107/139 +[2025-03-27 18:03:29,895 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 108/139 +[2025-03-27 18:03:29,920 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 109/139 +[2025-03-27 18:03:29,946 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 110/139 +[2025-03-27 18:03:29,972 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 111/139 +[2025-03-27 18:03:29,998 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 112/139 +[2025-03-27 18:03:30,023 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 113/139 +[2025-03-27 18:03:30,049 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 114/139 +[2025-03-27 18:03:30,074 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 115/139 +[2025-03-27 18:03:30,100 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 116/139 +[2025-03-27 18:03:30,125 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 117/139 +[2025-03-27 18:03:30,151 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 118/139 +[2025-03-27 18:03:30,176 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 119/139 +[2025-03-27 18:03:30,201 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 120/139 +[2025-03-27 18:03:30,225 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 121/139 +[2025-03-27 18:03:30,251 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 122/139 +[2025-03-27 18:03:30,276 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 123/139 +[2025-03-27 18:03:30,301 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 124/139 +[2025-03-27 18:03:30,326 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 125/139 +[2025-03-27 18:03:30,351 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 126/139 +[2025-03-27 18:03:30,376 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 127/139 +[2025-03-27 18:03:30,400 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 128/139 +[2025-03-27 18:03:30,426 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 129/139 +[2025-03-27 18:03:30,451 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 130/139 +[2025-03-27 18:03:30,476 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 131/139 +[2025-03-27 18:03:30,500 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 132/139 +[2025-03-27 18:03:30,526 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 133/139 +[2025-03-27 18:03:30,552 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 134/139 +[2025-03-27 18:03:30,577 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 135/139 +[2025-03-27 18:03:30,603 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 136/139 +[2025-03-27 18:03:30,628 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 137/139 +[2025-03-27 18:03:30,653 INFO test.py line 201 8122] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-03-27 18:03:30,766 INFO test.py line 291 8122] Test: scene0084_02 [62/78]-98346 Batch 4.819 (4.519) Accuracy 0.7598 (0.3071) mIoU 0.1622 (0.2379) +[2025-03-27 18:03:30,807 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-03-27 18:03:30,842 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 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18:03:35,625 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 129/143 +[2025-03-27 18:03:35,665 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 130/143 +[2025-03-27 18:03:35,702 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 131/143 +[2025-03-27 18:03:35,738 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 132/143 +[2025-03-27 18:03:35,774 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 133/143 +[2025-03-27 18:03:35,810 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 134/143 +[2025-03-27 18:03:35,846 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 135/143 +[2025-03-27 18:03:35,883 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 136/143 +[2025-03-27 18:03:35,919 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 137/143 +[2025-03-27 18:03:35,954 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 138/143 +[2025-03-27 18:03:35,989 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 139/143 +[2025-03-27 18:03:36,024 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-03-27 18:03:36,059 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-03-27 18:03:36,094 INFO test.py line 201 8122] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-03-27 18:03:36,334 INFO test.py line 291 8122] Test: scene0629_02 [63/78]-225983 Batch 5.568 (4.536) Accuracy 0.7169 (0.3075) mIoU 0.1534 (0.2381) +[2025-03-27 18:03:36,370 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-03-27 18:03:36,401 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-03-27 18:03:36,431 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-03-27 18:03:36,462 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-03-27 18:03:36,493 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 4/126 +[2025-03-27 18:03:36,525 INFO test.py line 201 8122] Test: 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Test: 64/78-scene0474_04, Batch: 37/126 +[2025-03-27 18:03:37,584 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 38/126 +[2025-03-27 18:03:37,617 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 39/126 +[2025-03-27 18:03:37,648 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 40/126 +[2025-03-27 18:03:37,679 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 41/126 +[2025-03-27 18:03:37,714 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 42/126 +[2025-03-27 18:03:37,744 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 43/126 +[2025-03-27 18:03:37,774 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 44/126 +[2025-03-27 18:03:37,805 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 45/126 +[2025-03-27 18:03:37,838 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 46/126 +[2025-03-27 18:03:37,868 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 47/126 +[2025-03-27 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Test: 64/78-scene0474_04, Batch: 90/126 +[2025-03-27 18:03:39,391 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 91/126 +[2025-03-27 18:03:39,424 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 92/126 +[2025-03-27 18:03:39,457 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 93/126 +[2025-03-27 18:03:39,493 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 94/126 +[2025-03-27 18:03:39,526 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 95/126 +[2025-03-27 18:03:39,559 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 96/126 +[2025-03-27 18:03:39,592 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 97/126 +[2025-03-27 18:03:39,623 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 98/126 +[2025-03-27 18:03:39,656 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 99/126 +[2025-03-27 18:03:39,688 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 100/126 +[2025-03-27 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18:03:40,505 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 122/126 +[2025-03-27 18:03:40,538 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 123/126 +[2025-03-27 18:03:40,570 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 124/126 +[2025-03-27 18:03:40,606 INFO test.py line 201 8122] Test: 64/78-scene0474_04, Batch: 125/126 +[2025-03-27 18:03:40,811 INFO test.py line 291 8122] Test: scene0474_04 [64/78]-178388 Batch 4.476 (4.535) Accuracy 0.6437 (0.3052) mIoU 0.1614 (0.2364) +[2025-03-27 18:03:40,846 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 0/108 +[2025-03-27 18:03:40,874 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-03-27 18:03:40,908 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-03-27 18:03:40,940 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-03-27 18:03:40,967 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-03-27 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Test: 65/78-scene0256_02, Batch: 47/108 +[2025-03-27 18:03:42,197 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 48/108 +[2025-03-27 18:03:42,226 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 49/108 +[2025-03-27 18:03:42,255 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 50/108 +[2025-03-27 18:03:42,285 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 51/108 +[2025-03-27 18:03:42,314 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 52/108 +[2025-03-27 18:03:42,342 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 53/108 +[2025-03-27 18:03:42,370 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 54/108 +[2025-03-27 18:03:42,397 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 55/108 +[2025-03-27 18:03:42,426 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 56/108 +[2025-03-27 18:03:42,453 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 57/108 +[2025-03-27 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INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 79/108 +[2025-03-27 18:03:43,119 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 80/108 +[2025-03-27 18:03:43,146 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 81/108 +[2025-03-27 18:03:43,172 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 82/108 +[2025-03-27 18:03:43,199 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 83/108 +[2025-03-27 18:03:43,227 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 84/108 +[2025-03-27 18:03:43,254 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 85/108 +[2025-03-27 18:03:43,281 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 86/108 +[2025-03-27 18:03:43,314 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 87/108 +[2025-03-27 18:03:43,342 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 88/108 +[2025-03-27 18:03:43,372 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 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Test: 65/78-scene0256_02, Batch: 100/108 +[2025-03-27 18:03:43,716 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 101/108 +[2025-03-27 18:03:43,746 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-03-27 18:03:43,774 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-03-27 18:03:43,801 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-03-27 18:03:43,832 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-03-27 18:03:43,861 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-03-27 18:03:43,889 INFO test.py line 201 8122] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-03-27 18:03:43,994 INFO test.py line 291 8122] Test: scene0256_02 [65/78]-92069 Batch 3.183 (4.514) Accuracy 0.5592 (0.3083) mIoU 0.1008 (0.2390) +[2025-03-27 18:03:44,035 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-03-27 18:03:44,070 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-03-27 18:03:44,105 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 2/126 +[2025-03-27 18:03:44,138 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 3/126 +[2025-03-27 18:03:44,172 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 4/126 +[2025-03-27 18:03:44,208 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 5/126 +[2025-03-27 18:03:44,245 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 6/126 +[2025-03-27 18:03:44,280 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 7/126 +[2025-03-27 18:03:44,314 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 8/126 +[2025-03-27 18:03:44,348 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 9/126 +[2025-03-27 18:03:44,383 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 10/126 +[2025-03-27 18:03:44,418 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 11/126 +[2025-03-27 18:03:44,453 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 12/126 +[2025-03-27 18:03:44,487 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 13/126 +[2025-03-27 18:03:44,523 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 14/126 +[2025-03-27 18:03:44,555 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 15/126 +[2025-03-27 18:03:44,587 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 16/126 +[2025-03-27 18:03:44,629 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 17/126 +[2025-03-27 18:03:44,661 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 18/126 +[2025-03-27 18:03:44,693 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 19/126 +[2025-03-27 18:03:44,727 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 20/126 +[2025-03-27 18:03:44,761 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 21/126 +[2025-03-27 18:03:44,795 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 33/126 +[2025-03-27 18:03:45,215 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 34/126 +[2025-03-27 18:03:45,250 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 35/126 +[2025-03-27 18:03:45,286 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 36/126 +[2025-03-27 18:03:45,330 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 37/126 +[2025-03-27 18:03:45,372 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 38/126 +[2025-03-27 18:03:45,408 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 39/126 +[2025-03-27 18:03:45,442 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 40/126 +[2025-03-27 18:03:45,476 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 41/126 +[2025-03-27 18:03:45,509 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 42/126 +[2025-03-27 18:03:45,548 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 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Test: 66/78-scene0025_02, Batch: 54/126 +[2025-03-27 18:03:45,970 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 55/126 +[2025-03-27 18:03:46,010 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 56/126 +[2025-03-27 18:03:46,051 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 57/126 +[2025-03-27 18:03:46,101 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 58/126 +[2025-03-27 18:03:46,153 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 59/126 +[2025-03-27 18:03:46,200 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 60/126 +[2025-03-27 18:03:46,251 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 61/126 +[2025-03-27 18:03:46,297 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 62/126 +[2025-03-27 18:03:46,342 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 63/126 +[2025-03-27 18:03:46,386 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 64/126 +[2025-03-27 18:03:46,433 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 65/126 +[2025-03-27 18:03:46,480 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 66/126 +[2025-03-27 18:03:46,525 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 67/126 +[2025-03-27 18:03:46,571 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 68/126 +[2025-03-27 18:03:46,617 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 69/126 +[2025-03-27 18:03:46,662 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 70/126 +[2025-03-27 18:03:46,700 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 71/126 +[2025-03-27 18:03:46,735 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 72/126 +[2025-03-27 18:03:46,771 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 73/126 +[2025-03-27 18:03:46,815 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 74/126 +[2025-03-27 18:03:46,851 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 86/126 +[2025-03-27 18:03:47,265 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 87/126 +[2025-03-27 18:03:47,300 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 88/126 +[2025-03-27 18:03:47,334 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 89/126 +[2025-03-27 18:03:47,368 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 90/126 +[2025-03-27 18:03:47,412 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 91/126 +[2025-03-27 18:03:47,445 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 92/126 +[2025-03-27 18:03:47,477 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 93/126 +[2025-03-27 18:03:47,512 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 94/126 +[2025-03-27 18:03:47,547 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 95/126 +[2025-03-27 18:03:47,581 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 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201 8122] Test: 66/78-scene0025_02, Batch: 107/126 +[2025-03-27 18:03:48,118 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 108/126 +[2025-03-27 18:03:48,166 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 109/126 +[2025-03-27 18:03:48,209 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 110/126 +[2025-03-27 18:03:48,244 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 111/126 +[2025-03-27 18:03:48,279 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 112/126 +[2025-03-27 18:03:48,314 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 113/126 +[2025-03-27 18:03:48,349 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 114/126 +[2025-03-27 18:03:48,384 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 115/126 +[2025-03-27 18:03:48,418 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 116/126 +[2025-03-27 18:03:48,463 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 117/126 +[2025-03-27 18:03:48,497 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 118/126 +[2025-03-27 18:03:48,532 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-03-27 18:03:48,567 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-03-27 18:03:48,603 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-03-27 18:03:48,637 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-03-27 18:03:48,672 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-03-27 18:03:48,706 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-03-27 18:03:48,739 INFO test.py line 201 8122] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-03-27 18:03:48,937 INFO test.py line 291 8122] Test: scene0025_02 [66/78]-177900 Batch 4.942 (4.521) Accuracy 0.6071 (0.3079) mIoU 0.1061 (0.2382) +[2025-03-27 18:03:48,979 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-03-27 18:03:49,016 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 1/148 +[2025-03-27 18:03:49,055 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 2/148 +[2025-03-27 18:03:49,095 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 3/148 +[2025-03-27 18:03:49,140 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 4/148 +[2025-03-27 18:03:49,180 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 5/148 +[2025-03-27 18:03:49,219 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 6/148 +[2025-03-27 18:03:49,261 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 7/148 +[2025-03-27 18:03:49,301 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 8/148 +[2025-03-27 18:03:49,342 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 9/148 +[2025-03-27 18:03:49,382 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 10/148 +[2025-03-27 18:03:49,422 INFO test.py line 201 8122] Test: 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18:03:54,310 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 128/148 +[2025-03-27 18:03:54,352 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 129/148 +[2025-03-27 18:03:54,395 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 130/148 +[2025-03-27 18:03:54,437 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 131/148 +[2025-03-27 18:03:54,478 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 132/148 +[2025-03-27 18:03:54,520 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 133/148 +[2025-03-27 18:03:54,562 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 134/148 +[2025-03-27 18:03:54,603 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 135/148 +[2025-03-27 18:03:54,641 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 136/148 +[2025-03-27 18:03:54,678 INFO test.py line 201 8122] Test: 67/78-scene0568_01, Batch: 137/148 +[2025-03-27 18:03:54,715 INFO test.py line 201 8122] Test: 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Accuracy 0.7151 (0.3088) mIoU 0.1843 (0.2387) +[2025-03-27 18:03:55,438 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-03-27 18:03:55,470 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 1/130 +[2025-03-27 18:03:55,501 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 2/130 +[2025-03-27 18:03:55,532 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 3/130 +[2025-03-27 18:03:55,564 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 4/130 +[2025-03-27 18:03:55,595 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 5/130 +[2025-03-27 18:03:55,625 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 6/130 +[2025-03-27 18:03:55,656 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 7/130 +[2025-03-27 18:03:55,686 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 8/130 +[2025-03-27 18:03:55,716 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 9/130 +[2025-03-27 18:03:55,758 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 10/130 +[2025-03-27 18:03:55,789 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 11/130 +[2025-03-27 18:03:55,821 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 12/130 +[2025-03-27 18:03:55,853 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 13/130 +[2025-03-27 18:03:55,883 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 14/130 +[2025-03-27 18:03:55,913 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 15/130 +[2025-03-27 18:03:55,944 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 16/130 +[2025-03-27 18:03:55,974 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 17/130 +[2025-03-27 18:03:56,003 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 18/130 +[2025-03-27 18:03:56,032 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 19/130 +[2025-03-27 18:03:56,061 INFO test.py line 201 8122] Test: 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8122] Test: 68/78-scene0426_02, Batch: 105/130 +[2025-03-27 18:03:58,809 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 106/130 +[2025-03-27 18:03:58,838 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 107/130 +[2025-03-27 18:03:58,865 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 108/130 +[2025-03-27 18:03:58,893 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 109/130 +[2025-03-27 18:03:58,920 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 110/130 +[2025-03-27 18:03:58,948 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 111/130 +[2025-03-27 18:03:58,978 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 112/130 +[2025-03-27 18:03:59,006 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 113/130 +[2025-03-27 18:03:59,034 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 114/130 +[2025-03-27 18:03:59,063 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 115/130 +[2025-03-27 18:03:59,102 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 116/130 +[2025-03-27 18:03:59,130 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 117/130 +[2025-03-27 18:03:59,157 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 118/130 +[2025-03-27 18:03:59,185 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 119/130 +[2025-03-27 18:03:59,213 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 120/130 +[2025-03-27 18:03:59,241 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-03-27 18:03:59,268 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-03-27 18:03:59,294 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-03-27 18:03:59,321 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-03-27 18:03:59,348 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-03-27 18:03:59,375 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-03-27 18:03:59,402 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-03-27 18:03:59,428 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-03-27 18:03:59,455 INFO test.py line 201 8122] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-03-27 18:03:59,595 INFO test.py line 291 8122] Test: scene0426_02 [68/78]-125149 Batch 4.193 (4.545) Accuracy 0.6790 (0.3085) mIoU 0.1228 (0.2385) +[2025-03-27 18:03:59,622 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-03-27 18:03:59,646 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-03-27 18:03:59,669 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-03-27 18:03:59,693 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 3/122 +[2025-03-27 18:03:59,717 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 4/122 +[2025-03-27 18:03:59,742 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 5/122 +[2025-03-27 18:03:59,767 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 6/122 +[2025-03-27 18:03:59,792 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 7/122 +[2025-03-27 18:03:59,817 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 8/122 +[2025-03-27 18:03:59,841 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 9/122 +[2025-03-27 18:03:59,866 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 10/122 +[2025-03-27 18:03:59,891 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 11/122 +[2025-03-27 18:03:59,915 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 12/122 +[2025-03-27 18:03:59,940 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 13/122 +[2025-03-27 18:03:59,963 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 14/122 +[2025-03-27 18:03:59,986 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 15/122 +[2025-03-27 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Test: 69/78-scene0355_01, Batch: 58/122 +[2025-03-27 18:04:01,041 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 59/122 +[2025-03-27 18:04:01,064 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 60/122 +[2025-03-27 18:04:01,087 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 61/122 +[2025-03-27 18:04:01,109 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 62/122 +[2025-03-27 18:04:01,132 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 63/122 +[2025-03-27 18:04:01,155 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 64/122 +[2025-03-27 18:04:01,178 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 65/122 +[2025-03-27 18:04:01,200 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 66/122 +[2025-03-27 18:04:01,223 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 67/122 +[2025-03-27 18:04:01,246 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 68/122 +[2025-03-27 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INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 90/122 +[2025-03-27 18:04:01,774 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 91/122 +[2025-03-27 18:04:01,798 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 92/122 +[2025-03-27 18:04:01,820 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 93/122 +[2025-03-27 18:04:01,843 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 94/122 +[2025-03-27 18:04:01,866 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 95/122 +[2025-03-27 18:04:01,889 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 96/122 +[2025-03-27 18:04:01,912 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 97/122 +[2025-03-27 18:04:01,934 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 98/122 +[2025-03-27 18:04:01,957 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 99/122 +[2025-03-27 18:04:01,980 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 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line 201 8122] Test: 69/78-scene0355_01, Batch: 111/122 +[2025-03-27 18:04:02,303 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 112/122 +[2025-03-27 18:04:02,337 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 113/122 +[2025-03-27 18:04:02,371 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 114/122 +[2025-03-27 18:04:02,406 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 115/122 +[2025-03-27 18:04:02,441 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 116/122 +[2025-03-27 18:04:02,476 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 117/122 +[2025-03-27 18:04:02,511 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 118/122 +[2025-03-27 18:04:02,548 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 119/122 +[2025-03-27 18:04:02,587 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 120/122 +[2025-03-27 18:04:02,626 INFO test.py line 201 8122] Test: 69/78-scene0355_01, Batch: 121/122 +[2025-03-27 18:04:02,727 INFO test.py line 291 8122] Test: scene0355_01 [69/78]-67623 Batch 3.131 (4.524) Accuracy 0.9335 (0.3087) mIoU 0.2539 (0.2389) +[2025-03-27 18:04:02,758 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-03-27 18:04:02,786 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-03-27 18:04:02,812 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-03-27 18:04:02,841 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 3/142 +[2025-03-27 18:04:02,867 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 4/142 +[2025-03-27 18:04:02,894 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 5/142 +[2025-03-27 18:04:02,920 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 6/142 +[2025-03-27 18:04:02,947 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 7/142 +[2025-03-27 18:04:02,976 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 8/142 +[2025-03-27 18:04:03,003 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 9/142 +[2025-03-27 18:04:03,029 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 10/142 +[2025-03-27 18:04:03,057 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 11/142 +[2025-03-27 18:04:03,096 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 12/142 +[2025-03-27 18:04:03,127 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 13/142 +[2025-03-27 18:04:03,156 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 14/142 +[2025-03-27 18:04:03,194 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 15/142 +[2025-03-27 18:04:03,230 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 16/142 +[2025-03-27 18:04:03,265 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 17/142 +[2025-03-27 18:04:03,298 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 18/142 +[2025-03-27 18:04:03,329 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 30/142 +[2025-03-27 18:04:03,956 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 31/142 +[2025-03-27 18:04:04,004 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 32/142 +[2025-03-27 18:04:04,045 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 33/142 +[2025-03-27 18:04:04,079 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 34/142 +[2025-03-27 18:04:04,117 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 35/142 +[2025-03-27 18:04:04,154 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 36/142 +[2025-03-27 18:04:04,181 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 37/142 +[2025-03-27 18:04:04,210 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 38/142 +[2025-03-27 18:04:04,238 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 39/142 +[2025-03-27 18:04:04,265 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 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INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 83/142 +[2025-03-27 18:04:05,695 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 84/142 +[2025-03-27 18:04:05,756 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 85/142 +[2025-03-27 18:04:05,797 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 86/142 +[2025-03-27 18:04:05,839 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 87/142 +[2025-03-27 18:04:05,872 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 88/142 +[2025-03-27 18:04:05,903 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 89/142 +[2025-03-27 18:04:05,928 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 90/142 +[2025-03-27 18:04:05,955 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 91/142 +[2025-03-27 18:04:05,979 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 92/142 +[2025-03-27 18:04:06,003 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 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8122] Test: 70/78-scene0607_01, Batch: 104/142 +[2025-03-27 18:04:06,307 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 105/142 +[2025-03-27 18:04:06,332 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 106/142 +[2025-03-27 18:04:06,358 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 107/142 +[2025-03-27 18:04:06,385 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 108/142 +[2025-03-27 18:04:06,412 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 109/142 +[2025-03-27 18:04:06,437 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 110/142 +[2025-03-27 18:04:06,465 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 111/142 +[2025-03-27 18:04:06,492 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 112/142 +[2025-03-27 18:04:06,518 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 113/142 +[2025-03-27 18:04:06,542 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 114/142 +[2025-03-27 18:04:06,568 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 115/142 +[2025-03-27 18:04:06,592 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 116/142 +[2025-03-27 18:04:06,617 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 117/142 +[2025-03-27 18:04:06,642 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 118/142 +[2025-03-27 18:04:06,669 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 119/142 +[2025-03-27 18:04:06,695 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 120/142 +[2025-03-27 18:04:06,721 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 121/142 +[2025-03-27 18:04:06,747 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 122/142 +[2025-03-27 18:04:06,774 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 123/142 +[2025-03-27 18:04:06,800 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 124/142 +[2025-03-27 18:04:06,827 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 125/142 +[2025-03-27 18:04:06,853 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 126/142 +[2025-03-27 18:04:06,879 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 127/142 +[2025-03-27 18:04:06,905 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 128/142 +[2025-03-27 18:04:06,932 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 129/142 +[2025-03-27 18:04:06,958 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 130/142 +[2025-03-27 18:04:06,985 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 131/142 +[2025-03-27 18:04:07,010 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 132/142 +[2025-03-27 18:04:07,037 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 133/142 +[2025-03-27 18:04:07,062 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 134/142 +[2025-03-27 18:04:07,090 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 135/142 +[2025-03-27 18:04:07,115 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 136/142 +[2025-03-27 18:04:07,142 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 137/142 +[2025-03-27 18:04:07,168 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 138/142 +[2025-03-27 18:04:07,195 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 139/142 +[2025-03-27 18:04:07,221 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 140/142 +[2025-03-27 18:04:07,248 INFO test.py line 201 8122] Test: 70/78-scene0607_01, Batch: 141/142 +[2025-03-27 18:04:07,335 INFO test.py line 291 8122] Test: scene0607_01 [70/78]-78387 Batch 4.607 (4.525) Accuracy 0.7222 (0.3092) mIoU 0.1754 (0.2393) +[2025-03-27 18:04:07,379 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 0/130 +[2025-03-27 18:04:07,415 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 1/130 +[2025-03-27 18:04:07,450 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 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INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 24/130 +[2025-03-27 18:04:08,260 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 25/130 +[2025-03-27 18:04:08,296 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 26/130 +[2025-03-27 18:04:08,331 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 27/130 +[2025-03-27 18:04:08,366 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 28/130 +[2025-03-27 18:04:08,400 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 29/130 +[2025-03-27 18:04:08,435 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 30/130 +[2025-03-27 18:04:08,469 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 31/130 +[2025-03-27 18:04:08,504 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 32/130 +[2025-03-27 18:04:08,542 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 33/130 +[2025-03-27 18:04:08,582 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 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Test: 71/78-scene0203_01, Batch: 45/130 +[2025-03-27 18:04:09,035 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 46/130 +[2025-03-27 18:04:09,070 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 47/130 +[2025-03-27 18:04:09,108 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 48/130 +[2025-03-27 18:04:09,141 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 49/130 +[2025-03-27 18:04:09,174 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 50/130 +[2025-03-27 18:04:09,206 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 51/130 +[2025-03-27 18:04:09,240 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 52/130 +[2025-03-27 18:04:09,273 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 53/130 +[2025-03-27 18:04:09,307 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 54/130 +[2025-03-27 18:04:09,340 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 55/130 +[2025-03-27 18:04:09,373 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 56/130 +[2025-03-27 18:04:09,408 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 57/130 +[2025-03-27 18:04:09,442 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 58/130 +[2025-03-27 18:04:09,476 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 59/130 +[2025-03-27 18:04:09,512 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 60/130 +[2025-03-27 18:04:09,546 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 61/130 +[2025-03-27 18:04:09,580 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 62/130 +[2025-03-27 18:04:09,614 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 63/130 +[2025-03-27 18:04:09,647 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 64/130 +[2025-03-27 18:04:09,679 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 65/130 +[2025-03-27 18:04:09,713 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 77/130 +[2025-03-27 18:04:10,117 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 78/130 +[2025-03-27 18:04:10,151 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 79/130 +[2025-03-27 18:04:10,184 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 80/130 +[2025-03-27 18:04:10,217 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 81/130 +[2025-03-27 18:04:10,250 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 82/130 +[2025-03-27 18:04:10,283 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 83/130 +[2025-03-27 18:04:10,318 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 84/130 +[2025-03-27 18:04:10,352 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 85/130 +[2025-03-27 18:04:10,386 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 86/130 +[2025-03-27 18:04:10,423 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 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Test: 71/78-scene0203_01, Batch: 98/130 +[2025-03-27 18:04:10,863 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 99/130 +[2025-03-27 18:04:10,899 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 100/130 +[2025-03-27 18:04:10,934 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 101/130 +[2025-03-27 18:04:10,969 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 102/130 +[2025-03-27 18:04:11,005 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 103/130 +[2025-03-27 18:04:11,041 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 104/130 +[2025-03-27 18:04:11,076 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 105/130 +[2025-03-27 18:04:11,108 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 106/130 +[2025-03-27 18:04:11,141 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 107/130 +[2025-03-27 18:04:11,184 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 108/130 +[2025-03-27 18:04:11,223 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 109/130 +[2025-03-27 18:04:11,255 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 110/130 +[2025-03-27 18:04:11,287 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 111/130 +[2025-03-27 18:04:11,319 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 112/130 +[2025-03-27 18:04:11,350 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 113/130 +[2025-03-27 18:04:11,381 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 114/130 +[2025-03-27 18:04:11,413 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 115/130 +[2025-03-27 18:04:11,445 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 116/130 +[2025-03-27 18:04:11,477 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 117/130 +[2025-03-27 18:04:11,508 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 118/130 +[2025-03-27 18:04:11,539 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 119/130 +[2025-03-27 18:04:11,570 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 120/130 +[2025-03-27 18:04:11,601 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 121/130 +[2025-03-27 18:04:11,633 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 122/130 +[2025-03-27 18:04:11,665 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 123/130 +[2025-03-27 18:04:11,696 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 124/130 +[2025-03-27 18:04:11,726 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 125/130 +[2025-03-27 18:04:11,756 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 126/130 +[2025-03-27 18:04:11,788 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 127/130 +[2025-03-27 18:04:11,829 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 128/130 +[2025-03-27 18:04:11,860 INFO test.py line 201 8122] Test: 71/78-scene0203_01, Batch: 129/130 +[2025-03-27 18:04:12,004 INFO test.py line 291 8122] Test: scene0203_01 [71/78]-206210 Batch 4.669 (4.527) Accuracy 0.5742 (0.3093) mIoU 0.1449 (0.2389) +[2025-03-27 18:04:12,024 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 0/136 +[2025-03-27 18:04:12,041 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 1/136 +[2025-03-27 18:04:12,059 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 2/136 +[2025-03-27 18:04:12,075 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 3/136 +[2025-03-27 18:04:12,092 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 4/136 +[2025-03-27 18:04:12,110 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 5/136 +[2025-03-27 18:04:12,127 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 6/136 +[2025-03-27 18:04:12,144 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 7/136 +[2025-03-27 18:04:12,164 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 8/136 +[2025-03-27 18:04:12,181 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 9/136 +[2025-03-27 18:04:12,197 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 10/136 +[2025-03-27 18:04:12,214 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 11/136 +[2025-03-27 18:04:12,230 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 12/136 +[2025-03-27 18:04:12,247 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 13/136 +[2025-03-27 18:04:12,264 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 14/136 +[2025-03-27 18:04:12,281 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 15/136 +[2025-03-27 18:04:12,297 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 16/136 +[2025-03-27 18:04:12,315 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 17/136 +[2025-03-27 18:04:12,332 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 18/136 +[2025-03-27 18:04:12,349 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 30/136 +[2025-03-27 18:04:12,572 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 31/136 +[2025-03-27 18:04:12,588 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 32/136 +[2025-03-27 18:04:12,606 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 33/136 +[2025-03-27 18:04:12,624 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 34/136 +[2025-03-27 18:04:12,642 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 35/136 +[2025-03-27 18:04:12,662 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 36/136 +[2025-03-27 18:04:12,679 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 37/136 +[2025-03-27 18:04:12,698 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 38/136 +[2025-03-27 18:04:12,717 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 39/136 +[2025-03-27 18:04:12,735 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 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Test: 72/78-scene0684_01, Batch: 51/136 +[2025-03-27 18:04:12,949 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 52/136 +[2025-03-27 18:04:12,967 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 53/136 +[2025-03-27 18:04:12,983 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 54/136 +[2025-03-27 18:04:13,001 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 55/136 +[2025-03-27 18:04:13,018 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 56/136 +[2025-03-27 18:04:13,036 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 57/136 +[2025-03-27 18:04:13,054 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 58/136 +[2025-03-27 18:04:13,071 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 59/136 +[2025-03-27 18:04:13,089 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 60/136 +[2025-03-27 18:04:13,106 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 61/136 +[2025-03-27 18:04:13,123 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 62/136 +[2025-03-27 18:04:13,141 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 63/136 +[2025-03-27 18:04:13,158 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 64/136 +[2025-03-27 18:04:13,176 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 65/136 +[2025-03-27 18:04:13,194 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 66/136 +[2025-03-27 18:04:13,211 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 67/136 +[2025-03-27 18:04:13,229 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 68/136 +[2025-03-27 18:04:13,246 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 69/136 +[2025-03-27 18:04:13,264 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 70/136 +[2025-03-27 18:04:13,282 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 71/136 +[2025-03-27 18:04:13,299 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 83/136 +[2025-03-27 18:04:13,548 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 84/136 +[2025-03-27 18:04:13,566 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 85/136 +[2025-03-27 18:04:13,586 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 86/136 +[2025-03-27 18:04:13,605 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 87/136 +[2025-03-27 18:04:13,623 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 88/136 +[2025-03-27 18:04:13,643 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 89/136 +[2025-03-27 18:04:13,660 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 90/136 +[2025-03-27 18:04:13,678 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 91/136 +[2025-03-27 18:04:13,699 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 92/136 +[2025-03-27 18:04:13,716 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 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8122] Test: 72/78-scene0684_01, Batch: 104/136 +[2025-03-27 18:04:13,943 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 105/136 +[2025-03-27 18:04:13,964 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 106/136 +[2025-03-27 18:04:13,982 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 107/136 +[2025-03-27 18:04:14,002 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 108/136 +[2025-03-27 18:04:14,023 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 109/136 +[2025-03-27 18:04:14,043 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 110/136 +[2025-03-27 18:04:14,063 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 111/136 +[2025-03-27 18:04:14,084 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 112/136 +[2025-03-27 18:04:14,104 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 113/136 +[2025-03-27 18:04:14,122 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 114/136 +[2025-03-27 18:04:14,142 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 115/136 +[2025-03-27 18:04:14,164 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 116/136 +[2025-03-27 18:04:14,184 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 117/136 +[2025-03-27 18:04:14,208 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 118/136 +[2025-03-27 18:04:14,228 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 119/136 +[2025-03-27 18:04:14,249 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 120/136 +[2025-03-27 18:04:14,269 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 121/136 +[2025-03-27 18:04:14,288 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 122/136 +[2025-03-27 18:04:14,308 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 123/136 +[2025-03-27 18:04:14,327 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 124/136 +[2025-03-27 18:04:14,346 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 125/136 +[2025-03-27 18:04:14,365 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 126/136 +[2025-03-27 18:04:14,383 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 127/136 +[2025-03-27 18:04:14,402 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 128/136 +[2025-03-27 18:04:14,422 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 129/136 +[2025-03-27 18:04:14,442 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 130/136 +[2025-03-27 18:04:14,460 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 131/136 +[2025-03-27 18:04:14,479 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 132/136 +[2025-03-27 18:04:14,499 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 133/136 +[2025-03-27 18:04:14,517 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 134/136 +[2025-03-27 18:04:14,536 INFO test.py line 201 8122] Test: 72/78-scene0684_01, Batch: 135/136 +[2025-03-27 18:04:14,575 INFO test.py line 291 8122] Test: scene0684_01 [72/78]-39474 Batch 2.570 (4.500) Accuracy 0.8237 (0.3093) mIoU 0.2209 (0.2390) +[2025-03-27 18:04:14,602 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 0/117 +[2025-03-27 18:04:14,627 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 1/117 +[2025-03-27 18:04:14,648 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 2/117 +[2025-03-27 18:04:14,675 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 3/117 +[2025-03-27 18:04:14,697 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 4/117 +[2025-03-27 18:04:14,720 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 5/117 +[2025-03-27 18:04:14,744 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 6/117 +[2025-03-27 18:04:14,767 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 7/117 +[2025-03-27 18:04:14,790 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 8/117 +[2025-03-27 18:04:14,813 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 9/117 +[2025-03-27 18:04:14,833 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 10/117 +[2025-03-27 18:04:14,856 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 11/117 +[2025-03-27 18:04:14,878 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 12/117 +[2025-03-27 18:04:14,900 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 13/117 +[2025-03-27 18:04:14,924 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 14/117 +[2025-03-27 18:04:14,946 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 15/117 +[2025-03-27 18:04:14,979 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 16/117 +[2025-03-27 18:04:15,011 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 17/117 +[2025-03-27 18:04:15,046 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 18/117 +[2025-03-27 18:04:15,086 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 30/117 +[2025-03-27 18:04:15,631 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 31/117 +[2025-03-27 18:04:15,675 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 32/117 +[2025-03-27 18:04:15,737 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 33/117 +[2025-03-27 18:04:15,792 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 34/117 +[2025-03-27 18:04:15,854 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 35/117 +[2025-03-27 18:04:15,914 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 36/117 +[2025-03-27 18:04:15,967 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 37/117 +[2025-03-27 18:04:16,004 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 38/117 +[2025-03-27 18:04:16,030 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 39/117 +[2025-03-27 18:04:16,056 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 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8122] Test: 73/78-scene0686_02, Batch: 104/117 +[2025-03-27 18:04:17,923 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 105/117 +[2025-03-27 18:04:17,955 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 106/117 +[2025-03-27 18:04:17,986 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 107/117 +[2025-03-27 18:04:18,020 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 108/117 +[2025-03-27 18:04:18,050 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 109/117 +[2025-03-27 18:04:18,080 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 110/117 +[2025-03-27 18:04:18,126 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 111/117 +[2025-03-27 18:04:18,159 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 112/117 +[2025-03-27 18:04:18,188 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 113/117 +[2025-03-27 18:04:18,214 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 114/117 +[2025-03-27 18:04:18,242 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 115/117 +[2025-03-27 18:04:18,267 INFO test.py line 201 8122] Test: 73/78-scene0686_02, Batch: 116/117 +[2025-03-27 18:04:18,371 INFO test.py line 291 8122] Test: scene0686_02 [73/78]-84543 Batch 3.796 (4.491) Accuracy 0.8669 (0.3099) mIoU 0.1777 (0.2401) +[2025-03-27 18:04:18,411 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 0/147 +[2025-03-27 18:04:18,446 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 1/147 +[2025-03-27 18:04:18,477 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 2/147 +[2025-03-27 18:04:18,511 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 3/147 +[2025-03-27 18:04:18,545 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 4/147 +[2025-03-27 18:04:18,579 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 5/147 +[2025-03-27 18:04:18,611 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 6/147 +[2025-03-27 18:04:18,646 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 7/147 +[2025-03-27 18:04:18,683 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 8/147 +[2025-03-27 18:04:18,717 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 9/147 +[2025-03-27 18:04:18,751 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 10/147 +[2025-03-27 18:04:18,786 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 11/147 +[2025-03-27 18:04:18,820 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 12/147 +[2025-03-27 18:04:18,855 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 13/147 +[2025-03-27 18:04:18,887 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 14/147 +[2025-03-27 18:04:18,922 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 15/147 +[2025-03-27 18:04:18,955 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 16/147 +[2025-03-27 18:04:19,022 INFO test.py line 201 8122] Test: 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+[2025-03-27 18:04:22,321 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 113/147 +[2025-03-27 18:04:22,353 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 114/147 +[2025-03-27 18:04:22,385 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 115/147 +[2025-03-27 18:04:22,416 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 116/147 +[2025-03-27 18:04:22,448 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 117/147 +[2025-03-27 18:04:22,479 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 118/147 +[2025-03-27 18:04:22,511 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 119/147 +[2025-03-27 18:04:22,543 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 120/147 +[2025-03-27 18:04:22,575 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 121/147 +[2025-03-27 18:04:22,607 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 122/147 +[2025-03-27 18:04:22,638 INFO test.py line 201 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+[2025-03-27 18:04:22,985 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 134/147 +[2025-03-27 18:04:23,016 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 135/147 +[2025-03-27 18:04:23,048 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 136/147 +[2025-03-27 18:04:23,079 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 137/147 +[2025-03-27 18:04:23,109 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 138/147 +[2025-03-27 18:04:23,139 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 139/147 +[2025-03-27 18:04:23,168 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 140/147 +[2025-03-27 18:04:23,204 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 141/147 +[2025-03-27 18:04:23,234 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 142/147 +[2025-03-27 18:04:23,265 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 143/147 +[2025-03-27 18:04:23,295 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 144/147 +[2025-03-27 18:04:23,325 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 145/147 +[2025-03-27 18:04:23,355 INFO test.py line 201 8122] Test: 74/78-scene0697_02, Batch: 146/147 +[2025-03-27 18:04:23,537 INFO test.py line 291 8122] Test: scene0697_02 [74/78]-166855 Batch 5.166 (4.500) Accuracy 0.5260 (0.3091) mIoU 0.0996 (0.2389) +[2025-03-27 18:04:23,587 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 0/130 +[2025-03-27 18:04:23,619 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 1/130 +[2025-03-27 18:04:23,651 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 2/130 +[2025-03-27 18:04:23,683 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 3/130 +[2025-03-27 18:04:23,714 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 4/130 +[2025-03-27 18:04:23,746 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 5/130 +[2025-03-27 18:04:23,778 INFO test.py line 201 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INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 91/130 +[2025-03-27 18:04:26,483 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 92/130 +[2025-03-27 18:04:26,515 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 93/130 +[2025-03-27 18:04:26,547 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 94/130 +[2025-03-27 18:04:26,579 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 95/130 +[2025-03-27 18:04:26,611 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 96/130 +[2025-03-27 18:04:26,645 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 97/130 +[2025-03-27 18:04:26,678 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 98/130 +[2025-03-27 18:04:26,710 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 99/130 +[2025-03-27 18:04:26,742 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 100/130 +[2025-03-27 18:04:26,774 INFO test.py line 201 8122] Test: 75/78-scene0081_01, 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test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 112/130 +[2025-03-27 18:04:27,207 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 113/130 +[2025-03-27 18:04:27,244 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 114/130 +[2025-03-27 18:04:27,281 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 115/130 +[2025-03-27 18:04:27,314 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 116/130 +[2025-03-27 18:04:27,346 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 117/130 +[2025-03-27 18:04:27,378 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 118/130 +[2025-03-27 18:04:27,410 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 119/130 +[2025-03-27 18:04:27,441 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 120/130 +[2025-03-27 18:04:27,472 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 121/130 +[2025-03-27 18:04:27,503 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-03-27 18:04:27,533 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-03-27 18:04:27,564 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-03-27 18:04:27,595 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-03-27 18:04:27,626 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-03-27 18:04:27,659 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 127/130 +[2025-03-27 18:04:27,691 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 128/130 +[2025-03-27 18:04:27,724 INFO test.py line 201 8122] Test: 75/78-scene0081_01, Batch: 129/130 +[2025-03-27 18:04:27,918 INFO test.py line 291 8122] Test: scene0081_01 [75/78]-179955 Batch 4.380 (4.498) Accuracy 0.8129 (0.3089) mIoU 0.1172 (0.2390) +[2025-03-27 18:04:27,952 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 0/143 +[2025-03-27 18:04:27,983 INFO test.py line 201 8122] Test: 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Test: 76/78-scene0689_00, Batch: 33/143 +[2025-03-27 18:04:28,887 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 34/143 +[2025-03-27 18:04:28,913 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 35/143 +[2025-03-27 18:04:28,939 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 36/143 +[2025-03-27 18:04:28,965 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 37/143 +[2025-03-27 18:04:28,991 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 38/143 +[2025-03-27 18:04:29,017 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 39/143 +[2025-03-27 18:04:29,043 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 40/143 +[2025-03-27 18:04:29,069 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 41/143 +[2025-03-27 18:04:29,095 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 42/143 +[2025-03-27 18:04:29,121 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 43/143 +[2025-03-27 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INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 65/143 +[2025-03-27 18:04:29,706 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 66/143 +[2025-03-27 18:04:29,731 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 67/143 +[2025-03-27 18:04:29,755 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 68/143 +[2025-03-27 18:04:29,781 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 69/143 +[2025-03-27 18:04:29,806 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 70/143 +[2025-03-27 18:04:29,832 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 71/143 +[2025-03-27 18:04:29,858 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 72/143 +[2025-03-27 18:04:29,884 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 73/143 +[2025-03-27 18:04:29,909 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 74/143 +[2025-03-27 18:04:29,934 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 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Test: 76/78-scene0689_00, Batch: 86/143 +[2025-03-27 18:04:30,246 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 87/143 +[2025-03-27 18:04:30,279 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 88/143 +[2025-03-27 18:04:30,309 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 89/143 +[2025-03-27 18:04:30,341 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 90/143 +[2025-03-27 18:04:30,374 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 91/143 +[2025-03-27 18:04:30,406 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 92/143 +[2025-03-27 18:04:30,442 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 93/143 +[2025-03-27 18:04:30,479 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 94/143 +[2025-03-27 18:04:30,509 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 95/143 +[2025-03-27 18:04:30,551 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 96/143 +[2025-03-27 18:04:30,589 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 97/143 +[2025-03-27 18:04:30,626 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 98/143 +[2025-03-27 18:04:30,657 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 99/143 +[2025-03-27 18:04:30,692 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 100/143 +[2025-03-27 18:04:30,724 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 101/143 +[2025-03-27 18:04:30,761 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 102/143 +[2025-03-27 18:04:30,797 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 103/143 +[2025-03-27 18:04:30,824 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 104/143 +[2025-03-27 18:04:30,851 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 105/143 +[2025-03-27 18:04:30,879 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 106/143 +[2025-03-27 18:04:30,905 INFO test.py line 201 8122] Test: 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18:04:31,227 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 118/143 +[2025-03-27 18:04:31,253 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 119/143 +[2025-03-27 18:04:31,281 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 120/143 +[2025-03-27 18:04:31,312 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 121/143 +[2025-03-27 18:04:31,339 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 122/143 +[2025-03-27 18:04:31,365 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 123/143 +[2025-03-27 18:04:31,391 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 124/143 +[2025-03-27 18:04:31,416 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 125/143 +[2025-03-27 18:04:31,441 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 126/143 +[2025-03-27 18:04:31,468 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 127/143 +[2025-03-27 18:04:31,494 INFO test.py line 201 8122] Test: 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18:04:31,779 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-03-27 18:04:31,806 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-03-27 18:04:31,831 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 141/143 +[2025-03-27 18:04:31,857 INFO test.py line 201 8122] Test: 76/78-scene0689_00, Batch: 142/143 +[2025-03-27 18:04:31,980 INFO test.py line 291 8122] Test: scene0689_00 [76/78]-122129 Batch 4.062 (4.492) Accuracy 0.7087 (0.3085) mIoU 0.2022 (0.2389) +[2025-03-27 18:04:32,018 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 0/130 +[2025-03-27 18:04:32,052 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 1/130 +[2025-03-27 18:04:32,086 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 2/130 +[2025-03-27 18:04:32,124 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 3/130 +[2025-03-27 18:04:32,158 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 4/130 +[2025-03-27 18:04:32,192 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 5/130 +[2025-03-27 18:04:32,226 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 6/130 +[2025-03-27 18:04:32,259 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 7/130 +[2025-03-27 18:04:32,294 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 8/130 +[2025-03-27 18:04:32,327 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 9/130 +[2025-03-27 18:04:32,361 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 10/130 +[2025-03-27 18:04:32,400 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 11/130 +[2025-03-27 18:04:32,433 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 12/130 +[2025-03-27 18:04:32,468 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 13/130 +[2025-03-27 18:04:32,502 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 14/130 +[2025-03-27 18:04:32,535 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 26/130 +[2025-03-27 18:04:32,942 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 27/130 +[2025-03-27 18:04:32,975 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 28/130 +[2025-03-27 18:04:33,008 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 29/130 +[2025-03-27 18:04:33,041 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 30/130 +[2025-03-27 18:04:33,074 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 31/130 +[2025-03-27 18:04:33,107 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 32/130 +[2025-03-27 18:04:33,148 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 33/130 +[2025-03-27 18:04:33,180 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 34/130 +[2025-03-27 18:04:33,213 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 35/130 +[2025-03-27 18:04:33,245 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 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Test: 77/78-scene0095_01, Batch: 47/130 +[2025-03-27 18:04:33,635 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 48/130 +[2025-03-27 18:04:33,669 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 49/130 +[2025-03-27 18:04:33,701 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 50/130 +[2025-03-27 18:04:33,733 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 51/130 +[2025-03-27 18:04:33,766 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 52/130 +[2025-03-27 18:04:33,797 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 53/130 +[2025-03-27 18:04:33,838 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 54/130 +[2025-03-27 18:04:33,870 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 55/130 +[2025-03-27 18:04:33,902 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 56/130 +[2025-03-27 18:04:33,934 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 57/130 +[2025-03-27 18:04:33,966 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 58/130 +[2025-03-27 18:04:33,998 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 59/130 +[2025-03-27 18:04:34,031 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 60/130 +[2025-03-27 18:04:34,063 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 61/130 +[2025-03-27 18:04:34,096 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 62/130 +[2025-03-27 18:04:34,129 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 63/130 +[2025-03-27 18:04:34,162 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 64/130 +[2025-03-27 18:04:34,195 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 65/130 +[2025-03-27 18:04:34,230 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 66/130 +[2025-03-27 18:04:34,273 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 67/130 +[2025-03-27 18:04:34,308 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 79/130 +[2025-03-27 18:04:34,714 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 80/130 +[2025-03-27 18:04:34,749 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 81/130 +[2025-03-27 18:04:34,783 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 82/130 +[2025-03-27 18:04:34,818 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 83/130 +[2025-03-27 18:04:34,858 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 84/130 +[2025-03-27 18:04:34,896 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 85/130 +[2025-03-27 18:04:34,933 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 86/130 +[2025-03-27 18:04:34,971 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 87/130 +[2025-03-27 18:04:35,007 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 88/130 +[2025-03-27 18:04:35,044 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 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Test: 77/78-scene0095_01, Batch: 100/130 +[2025-03-27 18:04:35,480 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 101/130 +[2025-03-27 18:04:35,518 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 102/130 +[2025-03-27 18:04:35,556 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 103/130 +[2025-03-27 18:04:35,602 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 104/130 +[2025-03-27 18:04:35,640 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 105/130 +[2025-03-27 18:04:35,678 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 106/130 +[2025-03-27 18:04:35,717 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 107/130 +[2025-03-27 18:04:35,755 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 108/130 +[2025-03-27 18:04:35,793 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 109/130 +[2025-03-27 18:04:35,830 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 110/130 +[2025-03-27 18:04:35,868 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 111/130 +[2025-03-27 18:04:35,904 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 112/130 +[2025-03-27 18:04:35,941 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 113/130 +[2025-03-27 18:04:35,979 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 114/130 +[2025-03-27 18:04:36,016 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 115/130 +[2025-03-27 18:04:36,052 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 116/130 +[2025-03-27 18:04:36,089 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 117/130 +[2025-03-27 18:04:36,125 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 118/130 +[2025-03-27 18:04:36,163 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 119/130 +[2025-03-27 18:04:36,200 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 120/130 +[2025-03-27 18:04:36,237 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 121/130 +[2025-03-27 18:04:36,273 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-03-27 18:04:36,310 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-03-27 18:04:36,346 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-03-27 18:04:36,383 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-03-27 18:04:36,419 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-03-27 18:04:36,457 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-03-27 18:04:36,495 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-03-27 18:04:36,531 INFO test.py line 201 8122] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-03-27 18:04:36,776 INFO test.py line 291 8122] Test: scene0095_01 [77/78]-216254 Batch 4.796 (4.496) Accuracy 0.8660 (0.3087) mIoU 0.2099 (0.2395) +[2025-03-27 18:04:36,813 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-03-27 18:04:36,843 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-03-27 18:04:36,873 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-03-27 18:04:36,903 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 3/147 +[2025-03-27 18:04:36,945 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 4/147 +[2025-03-27 18:04:36,975 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 5/147 +[2025-03-27 18:04:37,004 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 6/147 +[2025-03-27 18:04:37,033 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 7/147 +[2025-03-27 18:04:37,062 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 8/147 +[2025-03-27 18:04:37,091 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 9/147 +[2025-03-27 18:04:37,120 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 10/147 +[2025-03-27 18:04:37,150 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 11/147 +[2025-03-27 18:04:37,180 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 12/147 +[2025-03-27 18:04:37,210 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 13/147 +[2025-03-27 18:04:37,239 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 14/147 +[2025-03-27 18:04:37,268 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 15/147 +[2025-03-27 18:04:37,298 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 16/147 +[2025-03-27 18:04:37,327 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 17/147 +[2025-03-27 18:04:37,355 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 18/147 +[2025-03-27 18:04:37,384 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 19/147 +[2025-03-27 18:04:37,414 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 20/147 +[2025-03-27 18:04:37,442 INFO test.py line 201 8122] Test: 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INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 32/147 +[2025-03-27 18:04:37,822 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 33/147 +[2025-03-27 18:04:37,853 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 34/147 +[2025-03-27 18:04:37,883 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 35/147 +[2025-03-27 18:04:37,914 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 36/147 +[2025-03-27 18:04:37,944 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 37/147 +[2025-03-27 18:04:37,974 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 38/147 +[2025-03-27 18:04:38,004 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 39/147 +[2025-03-27 18:04:38,034 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 40/147 +[2025-03-27 18:04:38,064 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 41/147 +[2025-03-27 18:04:38,093 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 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8122] Test: 78/78-scene0187_01, Batch: 127/147 +[2025-03-27 18:04:40,498 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 128/147 +[2025-03-27 18:04:40,525 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 129/147 +[2025-03-27 18:04:40,552 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 130/147 +[2025-03-27 18:04:40,579 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 131/147 +[2025-03-27 18:04:40,607 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 132/147 +[2025-03-27 18:04:40,634 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-03-27 18:04:40,661 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-03-27 18:04:40,689 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-03-27 18:04:40,716 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-03-27 18:04:40,742 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-03-27 18:04:40,769 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-03-27 18:04:40,795 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-03-27 18:04:40,822 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-03-27 18:04:40,849 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-03-27 18:04:40,875 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-03-27 18:04:40,902 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-03-27 18:04:40,929 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-03-27 18:04:40,955 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-03-27 18:04:40,981 INFO test.py line 201 8122] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-03-27 18:04:41,128 INFO test.py line 291 8122] Test: scene0187_01 [78/78]-144163 Batch 4.351 (4.494) Accuracy 0.7964 (0.3083) mIoU 0.1558 (0.2394) +[2025-03-27 18:04:41,669 INFO test.py line 308 8122] Syncing ... +[2025-03-27 18:04:53,789 INFO test.py line 336 8122] Val result: mIoU/mAcc/allAcc 0.2322/0.3094/0.6615 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_0 - wall Result: iou/accuracy 0.5904/0.9401 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_1 - floor Result: iou/accuracy 0.7640/0.9592 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_2 - cabinet Result: iou/accuracy 0.0745/0.0852 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_3 - bed Result: iou/accuracy 0.1563/0.1860 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_4 - chair Result: iou/accuracy 0.5669/0.7635 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_5 - sofa Result: iou/accuracy 0.1661/0.1921 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_6 - table Result: iou/accuracy 0.3184/0.4772 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_7 - door Result: iou/accuracy 0.0961/0.1061 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_8 - window Result: iou/accuracy 0.2510/0.2969 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_9 - bookshelf Result: iou/accuracy 0.0891/0.0954 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_10 - picture Result: iou/accuracy 0.2291/0.3713 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_11 - counter Result: iou/accuracy 0.0237/0.0253 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_12 - desk Result: iou/accuracy 0.0064/0.0066 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_13 - curtain Result: iou/accuracy 0.1218/0.1277 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_14 - refridgerator Result: iou/accuracy 0.0000/0.0000 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_15 - shower curtain Result: iou/accuracy 0.1740/0.2037 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_16 - toilet Result: iou/accuracy 0.4123/0.6089 +[2025-03-27 18:04:53,789 INFO test.py line 342 8122] Class_17 - sink Result: iou/accuracy 0.3707/0.4705 +[2025-03-27 18:04:53,790 INFO test.py line 342 8122] Class_18 - bathtub Result: iou/accuracy 0.1085/0.1311 +[2025-03-27 18:04:53,790 INFO test.py line 342 8122] Class_19 - otherfurniture Result: iou/accuracy 0.1248/0.1411 +[2025-03-27 18:04:53,790 INFO test.py line 350 8122] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<